Merge branch 'dev' into fix/copilot-stream-errors-and-queue-bubbles

## Why

`/pr-polish` was prematurely emitting `CLEAN-POLL` while CI was still
pending, because the polish-polling loop's CI gate parsed `gh pr checks
$PR` text columns with `awk '{print $2}'`. That works fine for plain job
names, but breaks on jobs with spaces or parens like `test (3.11)`,
`Analyze (python)`, where column 2 is the version `(3.11)` — so `grep -q
"pending"` matched on column 2 of OTHER rows but missed the actual
pending entries. Real symptom on PR #12948: the orchestrator reported
`ORCHESTRATOR:DONE` while `test (3.11/3.12/3.13)` and `Check PR Status`
were still running.

## What

Add a "Concrete CI fetch" subsection right after the polish-polling
pseudocode block, showing the `--json bucket` shape that bypasses the
column-parsing trap entirely. Also flag the `bucket` vs `conclusion`
gotcha (the REST API uses `conclusion`; `gh pr checks --json` only
exposes `bucket`).

## How

Surgical additive edit — the existing pseudocode + state machine is
preserved; the new subsection just translates the abstract
`fetch_check_runs(PR)` into a concrete one-liner so the next implementer
doesn't reach for `awk` again.

## Test plan

- [x] Verified the regression against PR #12948: bucket-based polling
correctly identified 4 pending checks the awk path missed
- [x] Confirmed `gh pr checks {N} --json conclusion` errors with
`Unknown JSON field: "conclusion"` (this gotcha is now noted in the
skill)

.claude/settings.json

@@ -0,0 +1,10 @@
+{
+  "permissions": {
+    "allowedTools": [
+      "Read", "Grep", "Glob",
+      "Bash(ls:*)", "Bash(cat:*)", "Bash(grep:*)", "Bash(find:*)",
+      "Bash(git status:*)", "Bash(git diff:*)", "Bash(git log:*)", "Bash(git worktree:*)",
+      "Bash(tmux:*)", "Bash(sleep:*)", "Bash(branchlet:*)"
+    ]
+  }
+}

.claude/skills/orchestrate/SKILL.md

@@ -0,0 +1,709 @@
+---
+name: orchestrate
+description: "Meta-agent supervisor that manages a fleet of Claude Code agents running in tmux windows. Auto-discovers spare worktrees, spawns agents, monitors state, kicks idle agents, approves safe confirmations, and recycles worktrees when done. TRIGGER when user asks to supervise agents, run parallel tasks, manage worktrees, check agent status, or orchestrate parallel work."
+user-invocable: true
+argument-hint: "any free text — e.g. 'start 3 agents on X Y Z', 'show status', 'add task: implement feature A', 'stop', 'how many are free?'"
+metadata:
+  author: autogpt-team
+  version: "6.0.0"
+---
+
+# Orchestrate — Agent Fleet Supervisor
+
+One tmux session, N windows — each window is one agent working in its own worktree. Speak naturally; Claude maps your intent to the right scripts.
+
+## Scripts
+
+```bash
+SKILLS_DIR=$(git rev-parse --show-toplevel)/.claude/skills/orchestrate/scripts
+STATE_FILE=~/.claude/orchestrator-state.json
+```
+
+| Script | Purpose |
+|---|---|
+| `find-spare.sh [REPO_ROOT]` | List free worktrees — one `PATH BRANCH` per line |
+| `spawn-agent.sh SESSION PATH SPARE NEW_BRANCH OBJECTIVE [PR_NUMBER] [STEPS...]` | Create window + checkout branch + launch claude + send task. **Stdout: `SESSION:WIN` only** |
+| `recycle-agent.sh WINDOW PATH SPARE_BRANCH` | Kill window + restore spare branch |
+| `run-loop.sh` | **Mechanical babysitter** — idle restart + dialog approval + recycle on ORCHESTRATOR:DONE + supervisor health check + all-done notification |
+| `verify-complete.sh WINDOW` | Verify PR is done: checkpoints ✓ + 0 unresolved threads + CI green + no fresh CHANGES_REQUESTED. Repo auto-derived from state file `.repo` or git remote. |
+| `notify.sh MESSAGE` | Send notification via Discord webhook (env `DISCORD_WEBHOOK_URL` or state `.discord_webhook`), macOS notification center, and stdout |
+| `capacity.sh [REPO_ROOT]` | Print available + in-use worktrees |
+| `status.sh` | Print fleet status + live pane commands |
+| `poll-cycle.sh` | One monitoring cycle — classifies panes, tracks checkpoints, returns JSON action array |
+| `classify-pane.sh WINDOW` | Classify one pane state |
+
+## Supervision model
+
+```
+Orchestrating Claude (this Claude session — IS the supervisor)
+  └── Reads pane output, checks CI, intervenes with targeted guidance
+        run-loop.sh (separate tmux window, every 30s)
+          └── Mechanical only: idle restart, dialog approval, recycle on ORCHESTRATOR:DONE
+```
+
+**You (the orchestrating Claude)** are the supervisor. After spawning agents, stay in this conversation and actively monitor: poll each agent's pane every 2-3 minutes, check CI, nudge stalled agents, and verify completions. Do not spawn a separate supervisor Claude window — it loses context, is hard to observe, and compounds context compression problems.
+
+**run-loop.sh** is the mechanical layer — zero tokens, handles things that need no judgment: restart crashed agents, press Enter on dialogs, recycle completed worktrees (only after `verify-complete.sh` passes).
+
+## Checkpoint protocol
+
+Agents output checkpoints as they complete each required step:
+
+```
+CHECKPOINT:<step-name>
+```
+
+Required steps are passed as args to `spawn-agent.sh` (e.g. `pr-address pr-test`). `run-loop.sh` will not recycle a window until all required checkpoints are found in the pane output. If `verify-complete.sh` fails, the agent is re-briefed automatically.
+
+## Worktree lifecycle
+
+```text
+spare/N branch  →  spawn-agent.sh (--session-id UUID)  →  window + feat/branch + claude running
+                                                                 ↓
+                                               CHECKPOINT:<step> (as steps complete)
+                                                                 ↓
+                                                        ORCHESTRATOR:DONE
+                                                                 ↓
+                                    verify-complete.sh: checkpoints ✓ + 0 threads + CI green + no fresh CHANGES_REQUESTED
+                                                                 ↓
+                                              state → "done", notify, window KEPT OPEN
+                                                                 ↓
+                              user/orchestrator explicitly requests recycle
+                                                                 ↓
+                                         recycle-agent.sh → spare/N (free again)
+```
+
+**Windows are never auto-killed.** The worktree stays on its branch, the session stays alive. The agent is done working but the window, git state, and Claude session are all preserved until you choose to recycle.
+
+**To resume a done or crashed session:**
+```bash
+# Resume by stored session ID (preferred — exact session, full context)
+claude --resume SESSION_ID --permission-mode bypassPermissions
+
+# Or resume most recent session in that worktree directory
+cd /path/to/worktree && claude --continue --permission-mode bypassPermissions
+```
+
+**To manually recycle when ready:**
+```bash
+bash ~/.claude/orchestrator/scripts/recycle-agent.sh SESSION:WIN WORKTREE_PATH spare/N
+# Then update state:
+jq --arg w "SESSION:WIN" '.agents |= map(if .window == $w then .state = "recycled" else . end)' \
+  ~/.claude/orchestrator-state.json > /tmp/orch.tmp && mv /tmp/orch.tmp ~/.claude/orchestrator-state.json
+```
+
+## State file (`~/.claude/orchestrator-state.json`)
+
+Never committed to git. You maintain this file directly using `jq` + atomic writes (`.tmp` → `mv`).
+
+```json
+{
+  "active": true,
+  "tmux_session": "autogpt1",
+  "idle_threshold_seconds": 300,
+  "loop_window": "autogpt1:5",
+  "repo": "Significant-Gravitas/AutoGPT",
+  "discord_webhook": "https://discord.com/api/webhooks/...",
+  "last_poll_at": 0,
+  "agents": [
+    {
+      "window": "autogpt1:3",
+      "worktree": "AutoGPT6",
+      "worktree_path": "/path/to/AutoGPT6",
+      "spare_branch": "spare/6",
+      "branch": "feat/my-feature",
+      "objective": "Implement X and open a PR",
+      "pr_number": "12345",
+      "session_id": "550e8400-e29b-41d4-a716-446655440000",
+      "steps": ["pr-address", "pr-test"],
+      "checkpoints": ["pr-address"],
+      "state": "running",
+      "last_output_hash": "",
+      "last_seen_at": 0,
+      "spawned_at": 0,
+      "idle_since": 0,
+      "revision_count": 0,
+      "last_rebriefed_at": 0
+    }
+  ]
+}
+```
+
+Top-level optional fields:
+- `repo` — GitHub `owner/repo` for CI/thread checks. Auto-derived from git remote if omitted.
+- `discord_webhook` — Discord webhook URL for completion notifications. Also reads `DISCORD_WEBHOOK_URL` env var.
+
+Per-agent fields:
+- `session_id` — UUID passed to `claude --session-id` at spawn; use with `claude --resume UUID` to restore exact session context after a crash or window close.
+- `last_rebriefed_at` — Unix timestamp of last re-brief; enforces 5-min cooldown to prevent spam.
+
+Agent states: `running` | `idle` | `stuck` | `waiting_approval` | `complete` | `done` | `escalated`
+
+`done` means verified complete — window is still open, session still alive, worktree still on task branch. Not recycled yet.
+
+## Serial /pr-test rule
+
+`/pr-test` and `/pr-test --fix` run local Docker + integration tests that use shared ports, a shared database, and shared build caches. **Running two `/pr-test` jobs simultaneously will cause port conflicts and database corruption.**
+
+**Rule: only one `/pr-test` runs at a time. The orchestrator serializes them.**
+
+You (the orchestrating Claude) own the test queue:
+1. Agents do `pr-review` and `pr-address` in parallel — that's safe (they only push code and reply to GitHub).
+2. When a PR needs local testing, add it to your mental queue — don't give agents a `pr-test` step.
+3. Run `/pr-test https://github.com/OWNER/REPO/pull/PR_NUMBER --fix` yourself, sequentially.
+4. Feed results back to the relevant agent via `tmux send-keys`:
+   ```bash
+   tmux send-keys -t SESSION:WIN "Local tests for PR #N: <paste failure output or 'all passed'>. Fix any failures and push, then output ORCHESTRATOR:DONE."
+   sleep 0.3
+   tmux send-keys -t SESSION:WIN Enter
+   ```
+5. Wait for CI to confirm green before marking the agent done.
+
+If multiple PRs need testing at the same time, pick the one furthest along (fewest pending CI checks) and test it first. Only start the next test after the previous one completes.
+
+## Session restore (tested and confirmed)
+
+Agent sessions are saved to disk. To restore a closed or crashed session:
+
+```bash
+# If session_id is in state (preferred):
+NEW_WIN=$(tmux new-window -t SESSION -n WORKTREE_NAME -P -F '#{window_index}')
+tmux send-keys -t "SESSION:${NEW_WIN}" "cd /path/to/worktree && claude --resume SESSION_ID --permission-mode bypassPermissions" Enter
+
+# If no session_id (use --continue for most recent session in that directory):
+tmux send-keys -t "SESSION:${NEW_WIN}" "cd /path/to/worktree && claude --continue --permission-mode bypassPermissions" Enter
+```
+
+`--continue` restores the full conversation history including all tool calls, file edits, and context. The agent resumes exactly where it left off. After restoring, update the window address in the state file:
+
+```bash
+jq --arg old "SESSION:OLD_WIN" --arg new "SESSION:NEW_WIN" \
+  '(.agents[] | select(.window == $old)).window = $new' \
+  ~/.claude/orchestrator-state.json > /tmp/orch.tmp && mv /tmp/orch.tmp ~/.claude/orchestrator-state.json
+```
+
+## Intent → action mapping
+
+Match the user's message to one of these intents:
+
+| The user says something like… | What to do |
+|---|---|
+| "status", "what's running", "show agents" | Run `status.sh` + `capacity.sh`, show output |
+| "how many free", "capacity", "available worktrees" | Run `capacity.sh`, show output |
+| "start N agents on X, Y, Z" or "run these tasks: …" | See **Spawning agents** below |
+| "add task: …", "add one more agent for …" | See **Adding an agent** below |
+| "stop", "shut down", "pause the fleet" | See **Stopping** below |
+| "poll", "check now", "run a cycle" | Run `poll-cycle.sh`, process actions |
+| "recycle window X", "free up autogpt3" | Run `recycle-agent.sh` directly |
+
+When the intent is ambiguous, show capacity first and ask what tasks to run.
+
+## Spawning agents
+
+### 1. Resolve tmux session
+
+```bash
+tmux list-sessions -F "#{session_name}: #{session_windows} windows" 2>/dev/null
+```
+
+Use an existing session. **Never create a tmux session from within Claude** — it becomes a child of Claude's process and dies when the session ends. If no session exists, tell the user to run `tmux new-session -d -s autogpt1` in their terminal first, then re-invoke `/orchestrate`.
+
+### 2. Show available capacity
+
+```bash
+bash $SKILLS_DIR/capacity.sh $(git rev-parse --show-toplevel)
+```
+
+### 3. Collect tasks from the user
+
+For each task, gather:
+- **objective** — what to do (e.g. "implement feature X and open a PR")
+- **branch name** — e.g. `feat/my-feature` (derive from objective if not given)
+- **pr_number** — GitHub PR number if working on an existing PR (for verification)
+- **steps** — required checkpoint names in order (e.g. `pr-address pr-test`) — derive from objective
+
+Ask for `idle_threshold_seconds` only if the user mentions it (default: 300).
+
+Never ask the user to specify a worktree — auto-assign from `find-spare.sh`.
+
+### 4. Spawn one agent per task
+
+```bash
+# Get ordered list of spare worktrees
+SPARE_LIST=$(bash $SKILLS_DIR/find-spare.sh $(git rev-parse --show-toplevel))
+
+# For each task, take the next spare line:
+WORKTREE_PATH=$(echo "$SPARE_LINE" | awk '{print $1}')
+SPARE_BRANCH=$(echo "$SPARE_LINE" | awk '{print $2}')
+
+# With PR number and required steps:
+WINDOW=$(bash $SKILLS_DIR/spawn-agent.sh "$SESSION" "$WORKTREE_PATH" "$SPARE_BRANCH" "$NEW_BRANCH" "$OBJECTIVE" "$PR_NUMBER" "pr-address" "pr-test")
+
+# Without PR (new work):
+WINDOW=$(bash $SKILLS_DIR/spawn-agent.sh "$SESSION" "$WORKTREE_PATH" "$SPARE_BRANCH" "$NEW_BRANCH" "$OBJECTIVE")
+```
+
+Build an agent record and append it to the state file. If the state file doesn't exist yet, initialize it:
+
+```bash
+# Derive repo from git remote (used by verify-complete.sh + supervisor)
+REPO=$(git remote get-url origin 2>/dev/null | sed 's|.*github\.com[:/]||; s|\.git$||' || echo "")
+
+jq -n \
+  --arg session "$SESSION" \
+  --arg repo "$REPO" \
+  --argjson threshold 300 \
+  '{active:true, tmux_session:$session, idle_threshold_seconds:$threshold,
+    repo:$repo, loop_window:null, supervisor_window:null, last_poll_at:0, agents:[]}' \
+  > ~/.claude/orchestrator-state.json
+```
+
+Optionally add a Discord webhook for completion notifications:
+```bash
+jq --arg hook "$DISCORD_WEBHOOK_URL" '.discord_webhook = $hook' ~/.claude/orchestrator-state.json \
+  > /tmp/orch.tmp && mv /tmp/orch.tmp ~/.claude/orchestrator-state.json
+```
+
+`spawn-agent.sh` writes the initial agent record (window, worktree_path, branch, objective, state, etc.) to the state file automatically — **do not append the record again after calling it.** The record already exists and `pr_number`/`steps` are patched in by the script itself.
+
+### 5. Start the mechanical babysitter
+
+```bash
+LOOP_WIN=$(tmux new-window -t "$SESSION" -n "orchestrator" -P -F '#{window_index}')
+LOOP_WINDOW="${SESSION}:${LOOP_WIN}"
+tmux send-keys -t "$LOOP_WINDOW" "bash $SKILLS_DIR/run-loop.sh" Enter
+
+jq --arg w "$LOOP_WINDOW" '.loop_window = $w' ~/.claude/orchestrator-state.json \
+  > /tmp/orch.tmp && mv /tmp/orch.tmp ~/.claude/orchestrator-state.json
+```
+
+### 6. Begin supervising directly in this conversation
+
+You are the supervisor. After spawning, immediately start your first poll loop (see **Supervisor duties** below) and continue every 2-3 minutes. Do NOT spawn a separate supervisor Claude window.
+
+## Adding an agent
+
+Find the next spare worktree, then spawn and append to state — same as steps 2–4 above but for a single task. If no spare worktrees are available, tell the user.
+
+## Supervisor duties (YOUR job, every 2-3 min in this conversation)
+
+You are the supervisor. Run this poll loop directly in your Claude session — not in a separate window.
+
+### Poll loop mechanism
+
+You are reactive — you only act when a tool completes or the user sends a message. To create a self-sustaining poll loop without user involvement:
+
+1. Start each poll with `run_in_background: true` + a sleep before the work:
+   ```bash
+   sleep 120 && tmux capture-pane -t autogpt1:0 -p -S -200 | tail -40
+   # + similar for each active window
+   ```
+2. When the background job notifies you, read the pane output and take action.
+3. Immediately schedule the next background poll — this keeps the loop alive.
+4. Stop scheduling when all agents are done/escalated.
+
+**Never tell the user "I'll poll every 2-3 minutes"** — that does nothing without a trigger. Start the background job instead.
+
+### Each poll: what to check
+
+```bash
+# 1. Read state
+cat ~/.claude/orchestrator-state.json | jq '.agents[] | {window, worktree, branch, state, pr_number, checkpoints}'
+
+# 2. For each running/stuck/idle agent, capture pane
+tmux capture-pane -t SESSION:WIN -p -S -200 | tail -60
+```
+
+For each agent, decide:
+
+| What you see | Action |
+|---|---|
+| Spinner / tools running | Do nothing — agent is working |
+| Idle `❯` prompt, no `ORCHESTRATOR:DONE` | Stalled — send specific nudge with objective from state |
+| Stuck in error loop | Send targeted fix with exact error + solution |
+| Waiting for input / question | Answer and unblock via `tmux send-keys` |
+| CI red | `gh pr checks PR_NUMBER --repo REPO` → tell agent exactly what's failing |
+| GitHub abuse rate limit error | Nudge: "Wait 60 seconds then continue posting replies with sleep 3 between each" |
+| Context compacted / agent lost | Send recovery: `cat ~/.claude/orchestrator-state.json | jq '.agents[] | select(.window=="WIN")'` + `gh pr view PR_NUMBER --json title,body` |
+| `ORCHESTRATOR:DONE` in output | Query GraphQL for actual unresolved count. If >0, re-brief. If 0, run `verify-complete.sh` |
+
+**Poll all windows from state, not from memory.** Before each poll, run:
+```bash
+jq -r '.agents[] | select(.state | test("running|idle|stuck|waiting_approval|pending_evaluation")) | .window' ~/.claude/orchestrator-state.json
+```
+and capture every window listed. If you manually added a window outside spawn-agent.sh, ensure it's in the state file first.
+
+### RUNNING count includes waiting_approval agents
+
+The `RUNNING` count from run-loop.sh includes agents in `waiting_approval` state (they match the regex `running|stuck|waiting_approval|idle`). This means a fleet that is only `waiting_approval` still shows RUNNING > 0 in the log — it does **not** mean agents are actively working.
+
+When you see `RUNNING > 0` in the run-loop log but suspect agents are actually blocked, check state directly:
+```bash
+jq '.agents[] | {window, state, worktree}' ~/.claude/orchestrator-state.json
+```
+A count of `running=1 waiting=1` in the log actually means one agent is waiting for approval — the orchestrator should check and approve, not wait.
+
+### State file staleness recovery
+
+The state file is written by scripts but can drift from reality when windows are closed, sessions expire, or the orchestrator restarts across conversations.
+
+**Signs of stale state:**
+- `loop_window` points to a window that no longer exists in the tmux session
+- An agent's `state` is `running` but tmux window is closed or shows a shell prompt (not claude)
+- `last_seen_at` is hours old but state still says `running`
+
+**Recovery steps:**
+
+1. **Verify actual tmux windows:**
+```bash
+tmux list-windows -t SESSION -F '#{window_index}: #{window_name} (#{pane_current_command})'
+```
+
+2. **Cross-reference with state file:**
+```bash
+jq -r '.agents[] | "\(.window) \(.state) \(.worktree)"' ~/.claude/orchestrator-state.json
+```
+
+3. **Fix stale entries:**
+```bash
+# Agent window closed — mark idle so run-loop.sh will restart it
+jq --arg w "SESSION:WIN" '(.agents[] | select(.window==$w)).state = "idle"' \
+  ~/.claude/orchestrator-state.json > /tmp/orch.tmp && mv /tmp/orch.tmp ~/.claude/orchestrator-state.json
+
+# loop_window gone — kill the stale reference, then restart run-loop.sh
+jq '.loop_window = null' ~/.claude/orchestrator-state.json > /tmp/orch.tmp && mv /tmp/orch.tmp ~/.claude/orchestrator-state.json
+LOOP_WIN=$(tmux new-window -t "$SESSION" -n "orchestrator" -P -F '#{window_index}')
+LOOP_WINDOW="${SESSION}:${LOOP_WIN}"
+tmux send-keys -t "$LOOP_WINDOW" "bash $SKILLS_DIR/run-loop.sh" Enter
+jq --arg w "$LOOP_WINDOW" '.loop_window = $w' ~/.claude/orchestrator-state.json \
+  > /tmp/orch.tmp && mv /tmp/orch.tmp ~/.claude/orchestrator-state.json
+```
+
+4. **After any state repair, re-run `status.sh` to confirm coherence before resuming supervision.**
+
+### Strict ORCHESTRATOR:DONE gate
+
+`verify-complete.sh` handles the main checks automatically (checkpoints, threads, CI green, spawned_at, and CHANGES_REQUESTED). Run it:
+
+**CHANGES_REQUESTED staleness rule**: a `CHANGES_REQUESTED` review only blocks if it was submitted *after* the latest commit. If the latest commit postdates the review, the review is considered stale (feedback already addressed) and does not block. This avoids false negatives when a bot reviewer hasn't re-reviewed after the agent's fixing commits.
+
+```bash
+SKILLS_DIR=~/.claude/orchestrator/scripts
+bash $SKILLS_DIR/verify-complete.sh SESSION:WIN
+```
+
+If it passes → run-loop.sh will recycle the window automatically. No manual action needed.
+If it fails → re-brief the agent with the failure reason. Never manually mark state `done` to bypass this.
+
+### Re-brief a stalled agent
+
+**Before sending any nudge, verify the pane is at an idle ❯ prompt.** Sending text into a still-processing pane produces stuck `[Pasted text +N lines]` that the agent never sees.
+
+Check:
+```bash
+tmux capture-pane -t SESSION:WIN -p 2>/dev/null | tail -5
+```
+If the last line shows a spinner (✳✽✢✶·), `Running…`, or no `❯` — wait 10–15s and check again before sending.
+
+```bash
+OBJ=$(jq -r --arg w SESSION:WIN '.agents[] | select(.window==$w) | .objective' ~/.claude/orchestrator-state.json)
+PR=$(jq -r --arg w SESSION:WIN '.agents[] | select(.window==$w) | .pr_number' ~/.claude/orchestrator-state.json)
+tmux send-keys -t SESSION:WIN "You appear stalled. Your objective: $OBJ. Check: gh pr view $PR --json title,body,headRefName to reorient."
+sleep 0.3
+tmux send-keys -t SESSION:WIN Enter
+```
+
+If `image_path` is set on the agent record, include: "Re-read context at IMAGE_PATH with the Read tool."
+
+## Self-recovery protocol (agents)
+
+spawn-agent.sh automatically includes this instruction in every objective:
+
+> If your context compacts and you lose track of what to do, run:
+> `cat ~/.claude/orchestrator-state.json | jq '.agents[] | select(.window=="SESSION:WIN")'`
+> and `gh pr view PR_NUMBER --json title,body,headRefName` to reorient.
+> Output each completed step as `CHECKPOINT:<step-name>` on its own line.
+
+## Passing images and screenshots to agents
+
+`tmux send-keys` is text-only — you cannot paste a raw image into a pane. To give an agent visual context (screenshots, diagrams, mockups):
+
+1. **Save the image to a temp file** with a stable path:
+   ```bash
+   # If the user drags in a screenshot or you receive a file path:
+   IMAGE_PATH="/tmp/orchestrator-context-$(date +%s).png"
+   cp "$USER_PROVIDED_PATH" "$IMAGE_PATH"
+   ```
+
+2. **Reference the path in the objective string**:
+   ```bash
+   OBJECTIVE="Implement the layout shown in /tmp/orchestrator-context-1234567890.png. Read that image first with the Read tool to understand the design."
+   ```
+
+3. The agent uses its `Read` tool to view the image at startup — Claude Code agents are multimodal and can read image files directly.
+
+**Rule**: always use `/tmp/orchestrator-context-<timestamp>.png` as the naming convention so the supervisor knows what to look for if it needs to re-brief an agent with the same image.
+
+---
+
+## Orchestrator final evaluation (YOU decide, not the script)
+
+`verify-complete.sh` is a gate — it blocks premature marking. But it cannot tell you if the work is actually good. That is YOUR job.
+
+When run-loop marks an agent `pending_evaluation` and you're notified, do all of these before marking done:
+
+### 1. Run /pr-test (required, serialized, use TodoWrite to queue)
+
+`/pr-test` is the only reliable confirmation that the objective is actually met. Run it yourself, not the agent.
+
+**When multiple PRs reach `pending_evaluation` at the same time, use TodoWrite to queue them:**
+```
+- [ ] /pr-test https://github.com/Significant-Gravitas/AutoGPT/pull/NNNN — <feature description>
+- [ ] /pr-test https://github.com/Significant-Gravitas/AutoGPT/pull/MMMM — <feature description>
+```
+Run one at a time. Check off as you go.
+
+```
+/pr-test https://github.com/Significant-Gravitas/AutoGPT/pull/PR_NUMBER
+```
+
+**/pr-test can be lazy** — if it gives vague output, re-run with full context:
+
+```
+/pr-test https://github.com/OWNER/REPO/pull/PR_NUMBER
+Context: This PR implements <objective from state file>. Key files: <list>.
+Please verify: <specific behaviors to check>.
+```
+
+Only one `/pr-test` at a time — they share ports and DB.
+
+### /pr-test result evaluation
+
+**PARTIAL on any headline feature scenario is an immediate blocker.** Do not approve, do not mark done, do not let the agent output `ORCHESTRATOR:DONE`.
+
+| `/pr-test` result | Action |
+|---|---|
+| All headline scenarios **PASS** | Proceed to evaluation step 2 |
+| Any headline scenario **PARTIAL** | Re-brief the agent immediately — see below |
+| Any headline scenario **FAIL** | Re-brief the agent immediately |
+
+**What PARTIAL means**: the feature is only partly working. Example: the Apply button never appeared, or the AI returned no action blocks. The agent addressed part of the objective but not all of it.
+
+**When any headline scenario is PARTIAL or FAIL:**
+
+1. Do NOT mark the agent done or accept `ORCHESTRATOR:DONE`
+2. Re-brief the agent with the specific scenario that failed and what was missing:
+   ```bash
+   tmux send-keys -t SESSION:WIN "PARTIAL result on /pr-test — S5 (Apply button) never appeared. The AI must output JSON action blocks for the Apply button to render. Fix this before re-running /pr-test."
+   sleep 0.3
+   tmux send-keys -t SESSION:WIN Enter
+   ```
+3. Set state back to `running`:
+   ```bash
+   jq --arg w "SESSION:WIN" '(.agents[] | select(.window == $w)).state = "running"' \
+     ~/.claude/orchestrator-state.json > /tmp/orch.tmp && mv /tmp/orch.tmp ~/.claude/orchestrator-state.json
+   ```
+4. Wait for new `ORCHESTRATOR:DONE`, then re-run `/pr-test` from scratch
+
+**Rule: only ALL-PASS qualifies for approval.** A mix of PASS + PARTIAL is a failure.
+
+> **Why this matters**: A PR was once wrongly approved with S5 PARTIAL — the AI never output JSON action blocks so the Apply button never appeared. The fix was already in the agent's reach but slipped through because PARTIAL was not treated as blocking.
+
+### 2. Do your own evaluation
+
+1. **Read the PR diff and objective** — does the code actually implement what was asked? Is anything obviously missing or half-done?
+2. **Read the resolved threads** — were comments addressed with real fixes, or just dismissed/resolved without changes?
+3. **Check CI run names** — any suspicious retries that shouldn't have passed?
+4. **Check the PR description** — title, summary, test plan complete?
+
+### 3. Decide
+
+- `/pr-test` all scenarios PASS + evaluation looks good → mark `done` in state, tell the user the PR is ready, ask if window should be closed
+- `/pr-test` any scenario PARTIAL or FAIL → re-brief the agent with the specific failing scenario, set state back to `running` (see `/pr-test result evaluation` above)
+- Evaluation finds gaps even with all PASS → re-brief the agent with specific gaps, set state back to `running`
+
+**Never mark done based purely on script output.** You hold the full objective context; the script does not.
+
+```bash
+# Mark done after your positive evaluation:
+jq --arg w "SESSION:WIN" '(.agents[] | select(.window == $w)).state = "done"' \
+  ~/.claude/orchestrator-state.json > /tmp/orch.tmp && mv /tmp/orch.tmp ~/.claude/orchestrator-state.json
+```
+
+## When to stop the fleet
+
+Stop the fleet (`active = false`) when **all** of the following are true:
+
+| Check | How to verify |
+|---|---|
+| All agents are `done` or `escalated` | `jq '[.agents[] | select(.state | test("running\|stuck\|idle\|waiting_approval"))] | length' ~/.claude/orchestrator-state.json` == 0 |
+| All PRs have 0 unresolved review threads | GraphQL `isResolved` check per PR |
+| All PRs have green CI **on a run triggered after the agent's last push** | `gh run list --branch BRANCH --limit 1` timestamp > `spawned_at` in state |
+| No fresh CHANGES_REQUESTED (after latest commit) | `verify-complete.sh` checks this — stale pre-commit reviews are ignored |
+| No agents are `escalated` without human review | If any are escalated, surface to user first |
+
+**Do NOT stop just because agents output `ORCHESTRATOR:DONE`.** That is a signal to verify, not a signal to stop.
+
+**Do stop** if the user explicitly says "stop", "shut down", or "kill everything", even with agents still running.
+
+```bash
+# Graceful stop
+jq '.active = false' ~/.claude/orchestrator-state.json > /tmp/orch.tmp \
+  && mv /tmp/orch.tmp ~/.claude/orchestrator-state.json
+
+LOOP_WINDOW=$(jq -r '.loop_window // ""' ~/.claude/orchestrator-state.json)
+[ -n "$LOOP_WINDOW" ] && tmux kill-window -t "$LOOP_WINDOW" 2>/dev/null || true
+```
+
+Does **not** recycle running worktrees — agents may still be mid-task. Run `capacity.sh` to see what's still in progress.
+
+## tmux send-keys pattern
+
+**Always split long messages into text + Enter as two separate calls with a sleep between them.** If sent as one call (`"text" Enter`), Enter can fire before the full string is buffered into Claude's input — leaving the message stuck as `[Pasted text +N lines]` unsent.
+
+```bash
+# CORRECT — text then Enter separately
+tmux send-keys -t "$WINDOW" "your long message here"
+sleep 0.3
+tmux send-keys -t "$WINDOW" Enter
+
+# WRONG — Enter may fire before text is buffered
+tmux send-keys -t "$WINDOW" "your long message here" Enter
+```
+
+Short single-character sends (`y`, `Down`, empty Enter for dialog approval) are safe to combine since they have no buffering lag.
+
+---
+
+## Protected worktrees
+
+Some worktrees must **never** be used as spare worktrees for agent tasks because they host files critical to the orchestrator itself:
+
+| Worktree | Protected branch | Why |
+|---|---|---|
+| `AutoGPT1` | `dx/orchestrate-skill` | Hosts the orchestrate skill scripts. `recycle-agent.sh` would check out `spare/1`, wiping `.claude/skills/` and breaking all subsequent `spawn-agent.sh` calls. |
+
+**Rule**: when selecting spare worktrees via `find-spare.sh`, skip any worktree whose CURRENT branch matches a protected branch. If you accidentally spawn an agent in a protected worktree, do not let `recycle-agent.sh` run on it — manually restore the branch after the agent finishes.
+
+When `dx/orchestrate-skill` is merged into `dev`, `AutoGPT1` becomes a normal spare again.
+
+---
+
+## Thread resolution integrity (critical)
+
+**Agents MUST NOT resolve review threads via GraphQL unless a real code fix has been committed and pushed first.**
+
+This is the most common failure mode: agents call `resolveReviewThread` to make unresolved counts drop without actually fixing anything. This produces a false "done" signal that gets past verify-complete.sh.
+
+**The only valid resolution sequence:**
+1. Read the thread and understand what it's asking
+2. Make the actual code change
+3. `git commit` and `git push`
+4. Reply to the thread with the commit SHA (e.g. "Fixed in `abc1234`")
+5. THEN call `resolveReviewThread`
+
+**The supervisor must verify actual thread counts via GraphQL** — never trust an agent's claim of "0 unresolved." After any agent's ORCHESTRATOR:DONE, always run:
+
+```bash
+# Step 1: get total count
+TOTAL=$(gh api graphql -f query='{ repository(owner: "OWNER", name: "REPO") { pullRequest(number: PR) { reviewThreads { totalCount } } } }' \
+  | jq '.data.repository.pullRequest.reviewThreads.totalCount')
+echo "Total threads: $TOTAL"
+
+# Step 2: paginate all pages and count unresolved
+CURSOR=""; UNRESOLVED=0
+while true; do
+  AFTER=${CURSOR:+", after: \"$CURSOR\""}
+  PAGE=$(gh api graphql -f query="{ repository(owner: \"OWNER\", name: \"REPO\") { pullRequest(number: PR) { reviewThreads(first: 100${AFTER}) { pageInfo { hasNextPage endCursor } nodes { isResolved } } } } }")
+  UNRESOLVED=$(( UNRESOLVED + $(echo "$PAGE" | jq '[.data.repository.pullRequest.reviewThreads.nodes[] | select(.isResolved==false)] | length') ))
+  HAS_NEXT=$(echo "$PAGE" | jq -r '.data.repository.pullRequest.reviewThreads.pageInfo.hasNextPage')
+  CURSOR=$(echo "$PAGE" | jq -r '.data.repository.pullRequest.reviewThreads.pageInfo.endCursor')
+  [ "$HAS_NEXT" = "false" ] && break
+done
+echo "Unresolved: $UNRESOLVED"
+```
+
+If unresolved > 0, the agent is NOT done — re-brief with the actual count and the rule.
+
+**Include this in every agent objective:**
+> IMPORTANT: Do NOT resolve any review thread via GraphQL unless the code fix is committed and pushed first. Fix the code → commit → push → reply with SHA → then resolve. Never resolve without a real commit. "Accepted" or "Acknowledged" replies are NOT resolutions — only real commits qualify.
+
+### Detecting fake resolutions
+
+When an agent claims "0 unresolved threads", query GitHub GraphQL yourself and also inspect how each thread was resolved. A resolved thread whose last comment is `"Acknowledged"`, `"Same as above"`, `"Accepted trade-off"`, or `"Deferred"` — with no commit SHA — is a fake resolution.
+
+To spot these, paginate all pages and collect resolved threads with missing SHA links:
+```bash
+# Paginate all pages — first:100 misses threads beyond page 1 on large PRs
+CURSOR=""; FAKE_RESOLUTIONS="[]"
+while true; do
+  AFTER=${CURSOR:+", after: \"$CURSOR\""}
+  PAGE=$(gh api graphql -f query="
+  {
+    repository(owner: \"Significant-Gravitas\", name: \"AutoGPT\") {
+      pullRequest(number: PR_NUMBER) {
+        reviewThreads(first: 100${AFTER}) {
+          pageInfo { hasNextPage endCursor }
+          nodes {
+            isResolved
+            comments(last: 1) {
+              nodes { body author { login } }
+            }
+          }
+        }
+      }
+    }
+  }")
+  PAGE_FAKES=$(echo "$PAGE" | jq '[.data.repository.pullRequest.reviewThreads.nodes[]
+    | select(.isResolved == true)
+    | {body: .comments.nodes[0].body[:120], author: .comments.nodes[0].author.login}
+    | select(.body | test("Fixed in|Removed in|Addressed in") | not)]')
+  FAKE_RESOLUTIONS=$(echo "$FAKE_RESOLUTIONS $PAGE_FAKES" | jq -s 'add')
+  HAS_NEXT=$(echo "$PAGE" | jq -r '.data.repository.pullRequest.reviewThreads.pageInfo.hasNextPage')
+  CURSOR=$(echo "$PAGE" | jq -r '.data.repository.pullRequest.reviewThreads.pageInfo.endCursor')
+  [ "$HAS_NEXT" = "false" ] && break
+done
+echo "$FAKE_RESOLUTIONS"
+```
+Any resolved thread whose last comment does NOT contain `"Fixed in"`, `"Removed in"`, or `"Addressed in"` (with a commit link) should be investigated — either the agent falsely resolved it, or it was a genuine false positive that needs explanation.
+
+## GitHub abuse rate limits
+
+Two distinct rate limits exist with different recovery times:
+
+| Error | HTTP status | Cause | Recovery |
+|---|---|---|---|
+| `{"code":"abuse"}` in body | 403 | Secondary rate limit — too many write operations (comments, mutations) in a short window | Wait **2–3 minutes**. 60s is often not enough. |
+| `API rate limit exceeded` | 429 | Primary rate limit — too many read calls per hour | Wait until `X-RateLimit-Reset` timestamp |
+
+**Prevention:** Agents must add `sleep 3` between individual thread reply API calls. For >20 unresolved threads, increase to `sleep 5`.
+
+If you see a 403 `abuse` error from an agent's pane:
+1. Nudge the agent: `"You hit a GitHub secondary rate limit (403). Stop all API writes. Wait 2 minutes, then resume with sleep 3 between each thread reply."`
+2. Do NOT nudge again during the 2-minute wait — a second nudge restarts the clock.
+
+Add this to agent briefings when there are >20 unresolved threads:
+> Post replies with `sleep 3` between each reply. If you hit a 403 abuse error, wait 2 minutes (not 60s — secondary limits take longer to clear) then continue.
+
+## Key rules
+
+1. **Scripts do all the heavy lifting** — don't reimplement their logic inline in this file
+2. **Never ask the user to pick a worktree** — auto-assign from `find-spare.sh` output
+3. **Never restart a running agent** — only restart on `idle` kicks (foreground is a shell)
+4. **Auto-dismiss settings dialogs** — if "Enter to confirm" appears, send Down+Enter
+5. **Always `--permission-mode bypassPermissions`** on every spawn
+6. **Escalate after 3 kicks** — mark `escalated`, surface to user
+7. **Atomic state writes** — always write to `.tmp` then `mv`
+8. **Never approve destructive commands** outside the worktree scope — when in doubt, escalate
+9. **Never recycle without verification** — `verify-complete.sh` must pass before recycling
+10. **No TASK.md files** — commit risk; use state file + `gh pr view` for agent context persistence
+11. **Re-brief stalled agents** — read objective from state file + `gh pr view`, send via tmux
+12. **ORCHESTRATOR:DONE is a signal to verify, not to accept** — always run `verify-complete.sh` and check CI run timestamp before recycling
+13. **Protected worktrees** — never use the worktree hosting the skill scripts as a spare
+14. **Images via file path** — save screenshots to `/tmp/orchestrator-context-<ts>.png`, pass path in objective; agents read with the `Read` tool
+15. **Split send-keys** — always separate text and Enter with `sleep 0.3` between calls for long strings
+16. **Poll ALL windows from state file** — never hardcode window count. Derive active windows dynamically: `jq -r '.agents[] | select(.state | test("running|idle|stuck")) | .window' ~/.claude/orchestrator-state.json`. If you added a window mid-session outside spawn-agent.sh, add it to the state file immediately.
+20. **Orchestrator handles its own approvals** — when spawning a subagent to make edits (SKILL.md, scripts, config), review the diff yourself and approve/reject without surfacing it to the user. The user should never have to open a file to check the orchestrator's work. Use the Agent tool with `subagent_type: general-purpose` for drafting, then verify the result yourself before considering the task done.
+17. **Update state file on re-task** — whenever an agent is re-tasked mid-session (objective changes, new PR assigned), update the state file record immediately so objectives stay accurate for re-briefing after compaction.
+18. **No GraphQL resolveReviewThread without a commit** — see Thread resolution integrity above. This is rule #1 for pr-address work.
+19. **Verify thread counts yourself** — after any agent claims "0 unresolved threads", query GitHub GraphQL directly before accepting. Never trust the agent's self-report.

.claude/skills/orchestrate/scripts/capacity.sh

@@ -0,0 +1,43 @@
+#!/usr/bin/env bash
+# capacity.sh — show fleet capacity: available spare worktrees + in-use agents
+#
+# Usage: capacity.sh [REPO_ROOT]
+#   REPO_ROOT defaults to the root worktree of the current git repo.
+#
+# Reads: ~/.claude/orchestrator-state.json (skipped if missing or corrupt)
+
+set -euo pipefail
+
+SCRIPTS_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+STATE_FILE="${ORCHESTRATOR_STATE_FILE:-$HOME/.claude/orchestrator-state.json}"
+REPO_ROOT="${1:-$(git rev-parse --show-toplevel 2>/dev/null || echo "")}"
+
+echo "=== Available (spare) worktrees ==="
+if [ -n "$REPO_ROOT" ]; then
+  SPARE=$("$SCRIPTS_DIR/find-spare.sh" "$REPO_ROOT" 2>/dev/null || echo "")
+else
+  SPARE=$("$SCRIPTS_DIR/find-spare.sh" 2>/dev/null || echo "")
+fi
+
+if [ -z "$SPARE" ]; then
+  echo "  (none)"
+else
+  while IFS= read -r line; do
+    [ -z "$line" ] && continue
+    echo "  ✓ $line"
+  done <<< "$SPARE"
+fi
+
+echo ""
+echo "=== In-use worktrees ==="
+if [ -f "$STATE_FILE" ] && jq -e '.' "$STATE_FILE" >/dev/null 2>&1; then
+  IN_USE=$(jq -r '.agents[] | select(.state != "done") | "  [\(.state)] \(.worktree_path) → \(.branch)"' \
+    "$STATE_FILE" 2>/dev/null || echo "")
+  if [ -n "$IN_USE" ]; then
+    echo "$IN_USE"
+  else
+    echo "  (none)"
+  fi
+else
+  echo "  (no active state file)"
+fi

.claude/skills/orchestrate/scripts/classify-pane.sh

@@ -0,0 +1,85 @@
+#!/usr/bin/env bash
+# classify-pane.sh — Classify the current state of a tmux pane
+#
+# Usage: classify-pane.sh <tmux-target>
+#   tmux-target: e.g. "work:0", "work:1.0"
+#
+# Output (stdout): JSON object:
+#   { "state": "running|idle|waiting_approval|complete", "reason": "...", "pane_cmd": "..." }
+#
+# Exit codes: 0=ok, 1=error (invalid target or tmux window not found)
+
+set -euo pipefail
+
+TARGET="${1:-}"
+
+if [ -z "$TARGET" ]; then
+  echo '{"state":"error","reason":"no target provided","pane_cmd":""}'
+  exit 1
+fi
+
+# Validate tmux target format: session:window or session:window.pane
+if ! [[ "$TARGET" =~ ^[a-zA-Z0-9_.-]+:[a-zA-Z0-9_.-]+(\.[0-9]+)?$ ]]; then
+  echo '{"state":"error","reason":"invalid tmux target format","pane_cmd":""}'
+  exit 1
+fi
+
+# Check session exists (use %%:* to extract session name from session:window)
+if ! tmux list-windows -t "${TARGET%%:*}" &>/dev/null 2>&1; then
+  echo '{"state":"error","reason":"tmux target not found","pane_cmd":""}'
+  exit 1
+fi
+
+# Get the current foreground command in the pane
+PANE_CMD=$(tmux display-message -t "$TARGET" -p '#{pane_current_command}' 2>/dev/null || echo "unknown")
+
+# Capture and strip ANSI codes (use perl for cross-platform compatibility — BSD sed lacks \x1b support)
+RAW=$(tmux capture-pane -t "$TARGET" -p -S -50 2>/dev/null || echo "")
+CLEAN=$(echo "$RAW" | perl -pe 's/\x1b\[[0-9;]*[a-zA-Z]//g; s/\x1b\(B//g; s/\x1b\[\?[0-9]*[hl]//g; s/\r//g' \
+  | grep -v '^[[:space:]]*$' || true)
+
+# --- Check: explicit completion marker ---
+# Must be on its own line (not buried in the objective text sent at spawn time).
+if echo "$CLEAN" | grep -qE "^[[:space:]]*ORCHESTRATOR:DONE[[:space:]]*$"; then
+  jq -n --arg cmd "$PANE_CMD" '{"state":"complete","reason":"ORCHESTRATOR:DONE marker found","pane_cmd":$cmd}'
+  exit 0
+fi
+
+# --- Check: Claude Code approval prompt patterns ---
+LAST_40=$(echo "$CLEAN" | tail -40)
+APPROVAL_PATTERNS=(
+  "Do you want to proceed"
+  "Do you want to make this"
+  "\\[y/n\\]"
+  "\\[Y/n\\]"
+  "\\[n/Y\\]"
+  "Proceed\\?"
+  "Allow this command"
+  "Run bash command"
+  "Allow bash"
+  "Would you like"
+  "Press enter to continue"
+  "Esc to cancel"
+)
+for pattern in "${APPROVAL_PATTERNS[@]}"; do
+  if echo "$LAST_40" | grep -qiE "$pattern"; then
+    jq -n --arg pattern "$pattern" --arg cmd "$PANE_CMD" \
+      '{"state":"waiting_approval","reason":"approval pattern: \($pattern)","pane_cmd":$cmd}'
+    exit 0
+  fi
+done
+
+# --- Check: shell prompt (claude has exited) ---
+# If the foreground process is a shell (not claude/node), the agent has exited
+case "$PANE_CMD" in
+  zsh|bash|fish|sh|dash|tcsh|ksh)
+    jq -n --arg cmd "$PANE_CMD" \
+      '{"state":"idle","reason":"agent exited — shell prompt active","pane_cmd":$cmd}'
+    exit 0
+    ;;
+esac
+
+# Agent is still running (claude/node/python is the foreground process)
+jq -n --arg cmd "$PANE_CMD" \
+  '{"state":"running","reason":"foreground process: \($cmd)","pane_cmd":$cmd}'
+exit 0

.claude/skills/orchestrate/scripts/find-spare.sh

@@ -0,0 +1,24 @@
+#!/usr/bin/env bash
+# find-spare.sh — list worktrees on spare/N branches (free to use)
+#
+# Usage: find-spare.sh [REPO_ROOT]
+#   REPO_ROOT defaults to the root worktree containing the current git repo.
+#
+# Output (stdout): one line per available worktree: "PATH BRANCH"
+#   e.g.: /Users/me/Code/AutoGPT3 spare/3
+
+set -euo pipefail
+
+REPO_ROOT="${1:-$(git rev-parse --show-toplevel 2>/dev/null || echo "")}"
+if [ -z "$REPO_ROOT" ]; then
+  echo "Error: not inside a git repo and no REPO_ROOT provided" >&2
+  exit 1
+fi
+
+git -C "$REPO_ROOT" worktree list --porcelain \
+  | awk '
+      /^worktree / { path = substr($0, 10) }
+      /^branch /   { branch = substr($0, 8); print path " " branch }
+    ' \
+  | { grep -E " refs/heads/spare/[0-9]+$" || true; } \
+  | sed 's|refs/heads/||'

.claude/skills/orchestrate/scripts/notify.sh

@@ -0,0 +1,40 @@
+#!/usr/bin/env bash
+# notify.sh — send a fleet notification message
+#
+# Delivery order (first available wins):
+#   1. Discord webhook — DISCORD_WEBHOOK_URL env var OR state file .discord_webhook
+#   2. macOS notification center — osascript (silent fail if unavailable)
+#   3. Stdout only
+#
+# Usage: notify.sh MESSAGE
+# Exit: always 0 (notification failure must not abort the caller)
+
+MESSAGE="${1:-}"
+[ -z "$MESSAGE" ] && exit 0
+
+STATE_FILE="${ORCHESTRATOR_STATE_FILE:-$HOME/.claude/orchestrator-state.json}"
+
+# --- Resolve Discord webhook ---
+WEBHOOK="${DISCORD_WEBHOOK_URL:-}"
+if [ -z "$WEBHOOK" ] && [ -f "$STATE_FILE" ]; then
+  WEBHOOK=$(jq -r '.discord_webhook // ""' "$STATE_FILE" 2>/dev/null || echo "")
+fi
+
+# --- Discord delivery ---
+if [ -n "$WEBHOOK" ]; then
+  PAYLOAD=$(jq -n --arg msg "$MESSAGE" '{"content": $msg}')
+  curl -s -X POST "$WEBHOOK" \
+    -H "Content-Type: application/json" \
+    -d "$PAYLOAD" > /dev/null 2>&1 || true
+fi
+
+# --- macOS notification center (silent if not macOS or osascript missing) ---
+if command -v osascript &>/dev/null 2>&1; then
+  # Escape single quotes for AppleScript
+  SAFE_MSG=$(echo "$MESSAGE" | sed "s/'/\\\\'/g")
+  osascript -e "display notification \"${SAFE_MSG}\" with title \"Orchestrator\"" 2>/dev/null || true
+fi
+
+# Always print to stdout so run-loop.sh logs it
+echo "$MESSAGE"
+exit 0

.claude/skills/orchestrate/scripts/poll-cycle.sh

@@ -0,0 +1,257 @@
+#!/usr/bin/env bash
+# poll-cycle.sh — Single orchestrator poll cycle
+#
+# Reads ~/.claude/orchestrator-state.json, classifies each agent, updates state,
+# and outputs a JSON array of actions for Claude to take.
+#
+# Usage: poll-cycle.sh
+# Output (stdout): JSON array of action objects
+#   [{ "window": "work:0", "action": "kick|approve|none", "state": "...",
+#      "worktree": "...", "objective": "...", "reason": "..." }]
+#
+# The state file is updated in-place (atomic write via .tmp).
+
+set -euo pipefail
+
+STATE_FILE="${ORCHESTRATOR_STATE_FILE:-$HOME/.claude/orchestrator-state.json}"
+SCRIPTS_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+CLASSIFY="$SCRIPTS_DIR/classify-pane.sh"
+
+# Cross-platform md5: always outputs just the hex digest
+md5_hash() {
+  if command -v md5sum &>/dev/null; then
+    md5sum | awk '{print $1}'
+  else
+    md5 | awk '{print $NF}'
+  fi
+}
+
+# Clean up temp file on any exit (avoids stale .tmp if jq write fails)
+trap 'rm -f "${STATE_FILE}.tmp"' EXIT
+
+# Ensure state file exists
+if [ ! -f "$STATE_FILE" ]; then
+  echo '{"active":false,"agents":[]}' > "$STATE_FILE"
+fi
+
+# Validate JSON upfront before any jq reads that run under set -e.
+# A truncated/corrupt file (e.g. from a SIGKILL mid-write) would otherwise
+# abort the script at the ACTIVE read below without emitting any JSON output.
+if ! jq -e '.' "$STATE_FILE" >/dev/null 2>&1; then
+  echo "State file parse error — check $STATE_FILE" >&2
+  echo "[]"
+  exit 0
+fi
+
+ACTIVE=$(jq -r '.active // false' "$STATE_FILE")
+if [ "$ACTIVE" != "true" ]; then
+  echo "[]"
+  exit 0
+fi
+
+NOW=$(date +%s)
+IDLE_THRESHOLD=$(jq -r '.idle_threshold_seconds // 300' "$STATE_FILE")
+
+ACTIONS="[]"
+UPDATED_AGENTS="[]"
+
+# Read agents as newline-delimited JSON objects.
+# jq exits non-zero when .agents[] has no matches on an empty array, which is valid —
+# so we suppress that exit code and separately validate the file is well-formed JSON.
+if ! AGENTS_JSON=$(jq -e -c '.agents // empty | .[]' "$STATE_FILE" 2>/dev/null); then
+  if ! jq -e '.' "$STATE_FILE" > /dev/null 2>&1; then
+    echo "State file parse error — check $STATE_FILE" >&2
+  fi
+  echo "[]"
+  exit 0
+fi
+
+if [ -z "$AGENTS_JSON" ]; then
+  echo "[]"
+  exit 0
+fi
+
+while IFS= read -r agent; do
+  [ -z "$agent" ] && continue
+
+  # Use // "" defaults so a single malformed field doesn't abort the whole cycle
+  WINDOW=$(echo "$agent"   | jq -r '.window // ""')
+  WORKTREE=$(echo "$agent" | jq -r '.worktree // ""')
+  OBJECTIVE=$(echo "$agent"| jq -r '.objective // ""')
+  STATE=$(echo "$agent"    | jq -r '.state // "running"')
+  LAST_HASH=$(echo "$agent"| jq -r '.last_output_hash // ""')
+  IDLE_SINCE=$(echo "$agent"| jq -r '.idle_since // 0')
+  REVISION_COUNT=$(echo "$agent"| jq -r '.revision_count // 0')
+
+  # Validate window format to prevent tmux target injection.
+  # Allow session:window (numeric or named) and session:window.pane
+  if ! [[ "$WINDOW" =~ ^[a-zA-Z0-9_.-]+:[a-zA-Z0-9_.-]+(\.[0-9]+)?$ ]]; then
+    echo "Skipping agent with invalid window value: $WINDOW" >&2
+    UPDATED_AGENTS=$(echo "$UPDATED_AGENTS" | jq --argjson a "$agent" '. + [$a]')
+    continue
+  fi
+
+  # Pass-through terminal-state agents
+  if [[ "$STATE" == "done" || "$STATE" == "escalated" || "$STATE" == "complete" || "$STATE" == "pending_evaluation" ]]; then
+    UPDATED_AGENTS=$(echo "$UPDATED_AGENTS" | jq --argjson a "$agent" '. + [$a]')
+    continue
+  fi
+
+  # Classify pane.
+  # classify-pane.sh always emits JSON before exit (even on error), so using
+  # "|| echo '...'" would concatenate two JSON objects when it exits non-zero.
+  # Use "|| true" inside the substitution so set -euo pipefail does not abort
+  # the poll cycle when classify exits with a non-zero status code.
+  CLASSIFICATION=$("$CLASSIFY" "$WINDOW" 2>/dev/null || true)
+  [ -z "$CLASSIFICATION" ] && CLASSIFICATION='{"state":"error","reason":"classify failed","pane_cmd":"unknown"}'
+
+  PANE_STATE=$(echo "$CLASSIFICATION" | jq -r '.state')
+  PANE_REASON=$(echo "$CLASSIFICATION" | jq -r '.reason')
+
+  # Capture full pane output once — used for hash (stuck detection) and checkpoint parsing.
+  # Use -S -500 to get the last ~500 lines of scrollback so checkpoints aren't missed.
+  RAW=$(tmux capture-pane -t "$WINDOW" -p -S -500 2>/dev/null || echo "")
+
+  # --- Checkpoint tracking ---
+  # Parse any "CHECKPOINT:<step>" lines the agent has output and merge into state file.
+  # The agent writes these as it completes each required step so verify-complete.sh can gate recycling.
+  EXISTING_CPS=$(echo "$agent" | jq -c '.checkpoints // []')
+  NEW_CHECKPOINTS_JSON="$EXISTING_CPS"
+  if [ -n "$RAW" ]; then
+    FOUND_CPS=$(echo "$RAW" \
+      | grep -oE "CHECKPOINT:[a-zA-Z0-9_-]+" \
+      | sed 's/CHECKPOINT://' \
+      | sort -u \
+      | jq -R . | jq -s . 2>/dev/null || echo "[]")
+    NEW_CHECKPOINTS_JSON=$(jq -n \
+      --argjson existing "$EXISTING_CPS" \
+      --argjson found "$FOUND_CPS" \
+      '($existing + $found) | unique' 2>/dev/null || echo "$EXISTING_CPS")
+  fi
+
+  # Compute content hash for stuck-detection (only for running agents)
+  CURRENT_HASH=""
+  if [[ "$PANE_STATE" == "running" ]] && [ -n "$RAW" ]; then
+    CURRENT_HASH=$(echo "$RAW" | tail -20 | md5_hash)
+  fi
+
+  NEW_STATE="$STATE"
+  NEW_IDLE_SINCE="$IDLE_SINCE"
+  NEW_REVISION_COUNT="$REVISION_COUNT"
+  ACTION="none"
+  REASON="$PANE_REASON"
+
+  case "$PANE_STATE" in
+    complete)
+      # Agent output ORCHESTRATOR:DONE — mark pending_evaluation so orchestrator handles it.
+      # run-loop does NOT verify or notify; orchestrator's background poll picks this up.
+      NEW_STATE="pending_evaluation"
+      ACTION="complete"  # run-loop logs it but takes no action
+      ;;
+    waiting_approval)
+      NEW_STATE="waiting_approval"
+      ACTION="approve"
+      ;;
+    idle)
+      # Agent process has exited — needs restart
+      NEW_STATE="idle"
+      ACTION="kick"
+      REASON="agent exited (shell is foreground)"
+      NEW_REVISION_COUNT=$(( REVISION_COUNT + 1 ))
+      NEW_IDLE_SINCE=$NOW
+      if [ "$NEW_REVISION_COUNT" -ge 3 ]; then
+        NEW_STATE="escalated"
+        ACTION="none"
+        REASON="escalated after ${NEW_REVISION_COUNT} kicks — needs human attention"
+      fi
+      ;;
+    running)
+      # Clear idle_since only when transitioning from idle (agent was kicked and
+      # restarted). Do NOT reset for stuck — idle_since must persist across polls
+      # so STUCK_DURATION can accumulate and trigger escalation.
+      # Also update the local IDLE_SINCE so the hash-stability check below uses
+      # the reset value on this same poll, not the stale kick timestamp.
+      if [[ "$STATE" == "idle" ]]; then
+        NEW_IDLE_SINCE=0
+        IDLE_SINCE=0
+      fi
+      # Check if hash has been stable (agent may be stuck mid-task)
+      if [ -n "$CURRENT_HASH" ] && [ "$CURRENT_HASH" = "$LAST_HASH" ] && [ "$LAST_HASH" != "" ]; then
+        if [ "$IDLE_SINCE" = "0" ] || [ "$IDLE_SINCE" = "null" ]; then
+          NEW_IDLE_SINCE=$NOW
+        else
+          STUCK_DURATION=$(( NOW - IDLE_SINCE ))
+          if [ "$STUCK_DURATION" -gt "$IDLE_THRESHOLD" ]; then
+            NEW_REVISION_COUNT=$(( REVISION_COUNT + 1 ))
+            NEW_IDLE_SINCE=$NOW
+            if [ "$NEW_REVISION_COUNT" -ge 3 ]; then
+              NEW_STATE="escalated"
+              ACTION="none"
+              REASON="escalated after ${NEW_REVISION_COUNT} kicks — needs human attention"
+            else
+              NEW_STATE="stuck"
+              ACTION="kick"
+              REASON="output unchanged for ${STUCK_DURATION}s (threshold: ${IDLE_THRESHOLD}s)"
+            fi
+          fi
+        fi
+      else
+        # Only reset the idle timer when we have a valid hash comparison (pane
+        # capture succeeded). If CURRENT_HASH is empty (tmux capture-pane failed),
+        # preserve existing timers so stuck detection is not inadvertently reset.
+        if [ -n "$CURRENT_HASH" ]; then
+          NEW_STATE="running"
+          NEW_IDLE_SINCE=0
+        fi
+      fi
+      ;;
+    error)
+      REASON="classify error: $PANE_REASON"
+      ;;
+  esac
+
+  # Build updated agent record (ensure idle_since and revision_count are numeric)
+  # Use || true on each jq call so a malformed field skips this agent rather than
+  # aborting the entire poll cycle under set -e.
+  UPDATED_AGENT=$(echo "$agent" | jq \
+    --arg state "$NEW_STATE" \
+    --arg hash "$CURRENT_HASH" \
+    --argjson now "$NOW" \
+    --arg idle_since "$NEW_IDLE_SINCE" \
+    --arg revision_count "$NEW_REVISION_COUNT" \
+    --argjson checkpoints "$NEW_CHECKPOINTS_JSON" \
+    '.state = $state
+     | .last_output_hash = (if $hash == "" then .last_output_hash else $hash end)
+     | .last_seen_at = $now
+     | .idle_since = ($idle_since | tonumber)
+     | .revision_count = ($revision_count | tonumber)
+     | .checkpoints = $checkpoints' 2>/dev/null) || {
+    echo "Warning: failed to build updated agent for window $WINDOW — keeping original" >&2
+    UPDATED_AGENTS=$(echo "$UPDATED_AGENTS" | jq --argjson a "$agent" '. + [$a]')
+    continue
+  }
+
+  UPDATED_AGENTS=$(echo "$UPDATED_AGENTS" | jq --argjson a "$UPDATED_AGENT" '. + [$a]')
+
+  # Add action if needed
+  if [ "$ACTION" != "none" ]; then
+    ACTION_OBJ=$(jq -n \
+      --arg window "$WINDOW" \
+      --arg action "$ACTION" \
+      --arg state "$NEW_STATE" \
+      --arg worktree "$WORKTREE" \
+      --arg objective "$OBJECTIVE" \
+      --arg reason "$REASON" \
+      '{window:$window, action:$action, state:$state, worktree:$worktree, objective:$objective, reason:$reason}')
+    ACTIONS=$(echo "$ACTIONS" | jq --argjson a "$ACTION_OBJ" '. + [$a]')
+  fi
+
+done <<< "$AGENTS_JSON"
+
+# Atomic state file update
+jq --argjson agents "$UPDATED_AGENTS" \
+   --argjson now "$NOW" \
+   '.agents = $agents | .last_poll_at = $now' \
+   "$STATE_FILE" > "${STATE_FILE}.tmp" && mv "${STATE_FILE}.tmp" "$STATE_FILE"
+
+echo "$ACTIONS"

.claude/skills/orchestrate/scripts/recycle-agent.sh

@@ -0,0 +1,32 @@
+#!/usr/bin/env bash
+# recycle-agent.sh — kill a tmux window and restore the worktree to its spare branch
+#
+# Usage: recycle-agent.sh WINDOW WORKTREE_PATH SPARE_BRANCH
+#   WINDOW        — tmux target, e.g. autogpt1:3
+#   WORKTREE_PATH — absolute path to the git worktree
+#   SPARE_BRANCH  — branch to restore, e.g. spare/6
+#
+# Stdout: one status line
+
+set -euo pipefail
+
+if [ $# -lt 3 ]; then
+  echo "Usage: recycle-agent.sh WINDOW WORKTREE_PATH SPARE_BRANCH" >&2
+  exit 1
+fi
+
+WINDOW="$1"
+WORKTREE_PATH="$2"
+SPARE_BRANCH="$3"
+
+# Kill the tmux window (ignore error — may already be gone)
+tmux kill-window -t "$WINDOW" 2>/dev/null || true
+
+# Restore to spare branch: abort any in-progress operation, then clean
+git -C "$WORKTREE_PATH" rebase --abort 2>/dev/null || true
+git -C "$WORKTREE_PATH" merge --abort 2>/dev/null || true
+git -C "$WORKTREE_PATH" reset --hard HEAD 2>/dev/null
+git -C "$WORKTREE_PATH" clean -fd 2>/dev/null
+git -C "$WORKTREE_PATH" checkout "$SPARE_BRANCH"
+
+echo "Recycled: $(basename "$WORKTREE_PATH") → $SPARE_BRANCH (window $WINDOW closed)"

.claude/skills/orchestrate/scripts/run-loop.sh

@@ -0,0 +1,215 @@
+#!/usr/bin/env bash
+# run-loop.sh — Mechanical babysitter for the agent fleet (runs in its own tmux window)
+#
+# Handles ONLY two things that need no intelligence:
+#   idle    → restart claude using --resume SESSION_ID (or --continue) to restore context
+#   approve → auto-approve safe dialogs, press Enter on numbered-option dialogs
+#
+# Everything else — ORCHESTRATOR:DONE, verification, /pr-test, final evaluation,
+# marking done, deciding to close windows — is the orchestrating Claude's job.
+# poll-cycle.sh sets state to pending_evaluation when ORCHESTRATOR:DONE is detected;
+# the orchestrator's background poll loop handles it from there.
+#
+# Usage: run-loop.sh
+# Env:   POLL_INTERVAL (default: 30), ORCHESTRATOR_STATE_FILE
+
+set -euo pipefail
+
+# Copy scripts to a stable location outside the repo so they survive branch
+# checkouts (e.g. recycle-agent.sh switching spare/N back into this worktree
+# would wipe .claude/skills/orchestrate/scripts if the skill only exists on the
+# current branch).
+_ORIGIN_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+STABLE_SCRIPTS_DIR="$HOME/.claude/orchestrator/scripts"
+mkdir -p "$STABLE_SCRIPTS_DIR"
+cp "$_ORIGIN_DIR"/*.sh "$STABLE_SCRIPTS_DIR/"
+chmod +x "$STABLE_SCRIPTS_DIR"/*.sh
+SCRIPTS_DIR="$STABLE_SCRIPTS_DIR"
+
+STATE_FILE="${ORCHESTRATOR_STATE_FILE:-$HOME/.claude/orchestrator-state.json}"
+# Adaptive polling: starts at base interval, backs off up to POLL_IDLE_MAX when
+# no agents need attention, resets on any activity or waiting_approval state.
+POLL_INTERVAL="${POLL_INTERVAL:-30}"
+POLL_IDLE_MAX=${POLL_IDLE_MAX:-300}
+POLL_CURRENT=$POLL_INTERVAL
+
+# ---------------------------------------------------------------------------
+# update_state WINDOW FIELD VALUE
+# ---------------------------------------------------------------------------
+update_state() {
+  local window="$1" field="$2" value="$3"
+  jq --arg w "$window" --arg f "$field" --arg v "$value" \
+    '.agents |= map(if .window == $w then .[$f] = $v else . end)' \
+    "$STATE_FILE" > "${STATE_FILE}.tmp" && mv "${STATE_FILE}.tmp" "$STATE_FILE"
+}
+
+update_state_int() {
+  local window="$1" field="$2" value="$3"
+  jq --arg w "$window" --arg f "$field" --argjson v "$value" \
+    '.agents |= map(if .window == $w then .[$f] = $v else . end)' \
+    "$STATE_FILE" > "${STATE_FILE}.tmp" && mv "${STATE_FILE}.tmp" "$STATE_FILE"
+}
+
+agent_field() {
+  jq -r --arg w "$1" --arg f "$2" \
+    '.agents[] | select(.window == $w) | .[$f] // ""' \
+    "$STATE_FILE" 2>/dev/null
+}
+
+# ---------------------------------------------------------------------------
+# wait_for_prompt WINDOW — wait up to 60s for Claude's ❯ prompt
+# ---------------------------------------------------------------------------
+wait_for_prompt() {
+  local window="$1"
+  for i in $(seq 1 60); do
+    local cmd pane
+    cmd=$(tmux display-message -t "$window" -p '#{pane_current_command}' 2>/dev/null || echo "")
+    pane=$(tmux capture-pane -t "$window" -p 2>/dev/null || echo "")
+    if echo "$pane" | grep -q "Enter to confirm"; then
+      tmux send-keys -t "$window" Down Enter; sleep 2; continue
+    fi
+    [[ "$cmd" == "node" ]] && echo "$pane" | grep -q "❯" && return 0
+    sleep 1
+  done
+  return 1  # timed out
+}
+
+# ---------------------------------------------------------------------------
+# wait_for_claude_idle WINDOW — wait up to 30s for Claude to reach idle ❯ prompt
+# (no spinner or busy indicator visible in the last 3 lines of pane output)
+# Returns 0 when idle, 1 on timeout.
+# ---------------------------------------------------------------------------
+wait_for_claude_idle() {
+  local window="$1"
+  local timeout="${2:-30}"
+  local elapsed=0
+  while (( elapsed < timeout )); do
+    local cmd pane pane_tail
+    cmd=$(tmux display-message -t "$window" -p '#{pane_current_command}' 2>/dev/null || echo "")
+    pane=$(tmux capture-pane -t "$window" -p 2>/dev/null || echo "")
+    pane_tail=$(echo "$pane" | tail -3)
+    # Check full pane (not just tail) — 'Enter to confirm' dialog can scroll above last 3 lines.
+    # Do NOT reset elapsed — resetting allows an infinite loop if the dialog never clears.
+    if echo "$pane" | grep -q "Enter to confirm"; then
+      tmux send-keys -t "$window" Down Enter
+      sleep 2; (( elapsed += 2 )); continue
+    fi
+    # Must be running under node (Claude is live)
+    if [[ "$cmd" == "node" ]]; then
+      # Idle: ❯ prompt visible AND no spinner/busy text in last 3 lines
+      if echo "$pane_tail" | grep -q "❯" && \
+         ! echo "$pane_tail" | grep -qE '[✳✽✢✶·✻✼✿❋✤]|Running…|Compacting'; then
+        return 0
+      fi
+    fi
+    sleep 2
+    (( elapsed += 2 ))
+  done
+  return 1  # timed out
+}
+
+# ---------------------------------------------------------------------------
+# handle_kick WINDOW STATE — only for idle (crashed) agents, not stuck
+# ---------------------------------------------------------------------------
+handle_kick() {
+  local window="$1" state="$2"
+  [[ "$state" != "idle" ]] && return  # stuck agents handled by supervisor
+
+  local worktree_path session_id
+  worktree_path=$(agent_field "$window" "worktree_path")
+  session_id=$(agent_field "$window" "session_id")
+
+  echo "[$(date +%H:%M:%S)] KICK restart  $window — agent exited, resuming session"
+
+  # Wait for the shell prompt before typing — avoids sending into a still-draining pane
+  wait_for_claude_idle "$window" 30 \
+    || echo "[$(date +%H:%M:%S)] KICK WARNING  $window — pane still busy before resume, sending anyway"
+
+  # Resume the exact session so the agent retains full context — no need to re-send objective
+  if [ -n "$session_id" ]; then
+    tmux send-keys -t "$window" "cd '${worktree_path}' && claude --resume '${session_id}' --permission-mode bypassPermissions" Enter
+  else
+    tmux send-keys -t "$window" "cd '${worktree_path}' && claude --continue --permission-mode bypassPermissions" Enter
+  fi
+
+  wait_for_prompt "$window" || echo "[$(date +%H:%M:%S)] KICK WARNING  $window — timed out waiting for ❯"
+}
+
+# ---------------------------------------------------------------------------
+# handle_approve WINDOW — auto-approve dialogs that need no judgment
+# ---------------------------------------------------------------------------
+handle_approve() {
+  local window="$1"
+  local pane_tail
+  pane_tail=$(tmux capture-pane -t "$window" -p 2>/dev/null | tail -3 || echo "")
+
+  # Settings error dialog at startup
+  if echo "$pane_tail" | grep -q "Enter to confirm"; then
+    echo "[$(date +%H:%M:%S)] APPROVE dialog $window — settings error"
+    tmux send-keys -t "$window" Down Enter
+    return
+  fi
+
+  # Numbered-option dialog (e.g. "Do you want to make this edit?")
+  # ❯ is already on option 1 (Yes) — Enter confirms it
+  if echo "$pane_tail" | grep -qE "❯\s*1\." || echo "$pane_tail" | grep -q "Esc to cancel"; then
+    echo "[$(date +%H:%M:%S)] APPROVE edit   $window"
+    tmux send-keys -t "$window" "" Enter
+    return
+  fi
+
+  # y/n prompt for safe operations
+  if echo "$pane_tail" | grep -qiE "(^git |^npm |^pnpm |^poetry |^pytest|^docker |^make |^cargo |^pip |^yarn |curl .*(localhost|127\.0\.0\.1))"; then
+    echo "[$(date +%H:%M:%S)] APPROVE safe   $window"
+    tmux send-keys -t "$window" "y" Enter
+    return
+  fi
+
+  # Anything else — supervisor handles it, just log
+  echo "[$(date +%H:%M:%S)] APPROVE skip   $window — unknown dialog, supervisor will handle"
+}
+
+# ---------------------------------------------------------------------------
+# Main loop
+# ---------------------------------------------------------------------------
+echo "[$(date +%H:%M:%S)] run-loop started (mechanical only, poll ${POLL_INTERVAL}s→${POLL_IDLE_MAX}s adaptive)"
+echo "[$(date +%H:%M:%S)] Supervisor: orchestrating Claude session (not a separate window)"
+echo "---"
+
+while true; do
+  if ! jq -e '.active == true' "$STATE_FILE" >/dev/null 2>&1; then
+    echo "[$(date +%H:%M:%S)] active=false — exiting."
+    exit 0
+  fi
+
+  ACTIONS=$("$SCRIPTS_DIR/poll-cycle.sh" 2>/dev/null || echo "[]")
+  KICKED=0; DONE=0
+
+  while IFS= read -r action; do
+    [ -z "$action" ] && continue
+    WINDOW=$(echo "$action" | jq -r '.window // ""')
+    ACTION=$(echo "$action" | jq -r '.action // ""')
+    STATE=$(echo "$action"  | jq -r '.state // ""')
+
+    case "$ACTION" in
+      kick)     handle_kick "$WINDOW" "$STATE" || true; KICKED=$(( KICKED + 1 )) ;;
+      approve)  handle_approve "$WINDOW" || true ;;
+      complete) DONE=$(( DONE + 1 )) ;;  # poll-cycle already set state=pending_evaluation; orchestrator handles
+    esac
+  done < <(echo "$ACTIONS" | jq -c '.[]' 2>/dev/null || true)
+
+  RUNNING=$(jq '[.agents[] | select(.state | test("running|stuck|waiting_approval|idle"))] | length' \
+    "$STATE_FILE" 2>/dev/null || echo 0)
+
+  # Adaptive backoff: reset to base on activity or waiting_approval agents; back off when truly idle
+  WAITING=$(jq '[.agents[] | select(.state == "waiting_approval")] | length' "$STATE_FILE" 2>/dev/null || echo 0)
+  if (( KICKED > 0 || DONE > 0 || WAITING > 0 )); then
+    POLL_CURRENT=$POLL_INTERVAL
+  else
+    POLL_CURRENT=$(( POLL_CURRENT + POLL_CURRENT / 2 + 1 ))
+    (( POLL_CURRENT > POLL_IDLE_MAX )) && POLL_CURRENT=$POLL_IDLE_MAX
+  fi
+
+  echo "[$(date +%H:%M:%S)] Poll — ${RUNNING} running  ${KICKED} kicked  ${DONE} recycled  (next in ${POLL_CURRENT}s)"
+  sleep "$POLL_CURRENT"
+done

.claude/skills/orchestrate/scripts/spawn-agent.sh

@@ -0,0 +1,129 @@
+#!/usr/bin/env bash
+# spawn-agent.sh — create tmux window, checkout branch, launch claude, send task
+#
+# Usage: spawn-agent.sh SESSION WORKTREE_PATH SPARE_BRANCH NEW_BRANCH OBJECTIVE [PR_NUMBER] [STEPS...]
+#   SESSION       — tmux session name, e.g. autogpt1
+#   WORKTREE_PATH — absolute path to the git worktree
+#   SPARE_BRANCH  — spare branch being replaced, e.g. spare/6 (saved for recycle)
+#   NEW_BRANCH    — task branch to create, e.g. feat/my-feature
+#   OBJECTIVE     — task description sent to the agent
+#   PR_NUMBER     — (optional) GitHub PR number for completion verification
+#   STEPS...      — (optional) required checkpoint names, e.g. pr-address pr-test
+#
+# Stdout: SESSION:WINDOW_INDEX (nothing else — callers rely on this)
+# Exit non-zero on failure.
+
+set -euo pipefail
+
+if [ $# -lt 5 ]; then
+  echo "Usage: spawn-agent.sh SESSION WORKTREE_PATH SPARE_BRANCH NEW_BRANCH OBJECTIVE [PR_NUMBER] [STEPS...]" >&2
+  exit 1
+fi
+
+SESSION="$1"
+WORKTREE_PATH="$2"
+SPARE_BRANCH="$3"
+NEW_BRANCH="$4"
+OBJECTIVE="$5"
+PR_NUMBER="${6:-}"
+STEPS=("${@:7}")
+WORKTREE_NAME=$(basename "$WORKTREE_PATH")
+STATE_FILE="${ORCHESTRATOR_STATE_FILE:-$HOME/.claude/orchestrator-state.json}"
+
+# Generate a stable session ID so this agent's Claude session can always be resumed:
+#   claude --resume $SESSION_ID --permission-mode bypassPermissions
+SESSION_ID=$(uuidgen 2>/dev/null || python3 -c "import uuid; print(uuid.uuid4())")
+
+# Create (or switch to) the task branch
+git -C "$WORKTREE_PATH" checkout -b "$NEW_BRANCH" 2>/dev/null \
+  || git -C "$WORKTREE_PATH" checkout "$NEW_BRANCH"
+
+# Open a new named tmux window; capture its numeric index
+WIN_IDX=$(tmux new-window -t "$SESSION" -n "$WORKTREE_NAME" -P -F '#{window_index}')
+WINDOW="${SESSION}:${WIN_IDX}"
+
+# Append the initial agent record to the state file so subsequent jq updates find it.
+# This must happen before the pr_number/steps update below.
+if [ -f "$STATE_FILE" ]; then
+  NOW=$(date +%s)
+  jq --arg window "$WINDOW" \
+     --arg worktree "$WORKTREE_NAME" \
+     --arg worktree_path "$WORKTREE_PATH" \
+     --arg spare_branch "$SPARE_BRANCH" \
+     --arg branch "$NEW_BRANCH" \
+     --arg objective "$OBJECTIVE" \
+     --arg session_id "$SESSION_ID" \
+     --argjson now "$NOW" \
+     '.agents += [{
+       "window": $window,
+       "worktree": $worktree,
+       "worktree_path": $worktree_path,
+       "spare_branch": $spare_branch,
+       "branch": $branch,
+       "objective": $objective,
+       "session_id": $session_id,
+       "state": "running",
+       "checkpoints": [],
+       "last_output_hash": "",
+       "last_seen_at": $now,
+       "spawned_at": $now,
+       "idle_since": 0,
+       "revision_count": 0,
+       "last_rebriefed_at": 0
+     }]' "$STATE_FILE" > "${STATE_FILE}.tmp" && mv "${STATE_FILE}.tmp" "$STATE_FILE"
+fi
+
+# Store pr_number + steps in state file if provided (enables verify-complete.sh).
+# The agent record was appended above so the jq select now finds it.
+if [ -n "$PR_NUMBER" ] && [ -f "$STATE_FILE" ]; then
+  if [ "${#STEPS[@]}" -gt 0 ]; then
+    STEPS_JSON=$(printf '%s\n' "${STEPS[@]}" | jq -R . | jq -s .)
+  else
+    STEPS_JSON='[]'
+  fi
+  jq --arg w "$WINDOW" --arg pr "$PR_NUMBER" --argjson steps "$STEPS_JSON" \
+    '.agents |= map(if .window == $w then . + {pr_number: $pr, steps: $steps, checkpoints: []} else . end)' \
+    "$STATE_FILE" > "${STATE_FILE}.tmp" && mv "${STATE_FILE}.tmp" "$STATE_FILE"
+fi
+
+# Launch claude with a stable session ID so it can always be resumed after a crash:
+#   claude --resume SESSION_ID --permission-mode bypassPermissions
+tmux send-keys -t "$WINDOW" "cd '${WORKTREE_PATH}' && claude --permission-mode bypassPermissions --session-id '${SESSION_ID}'" Enter
+
+# wait_for_claude_idle — poll until the pane shows idle ❯ with no spinner in the last 3 lines.
+# Returns 0 when idle, 1 on timeout.
+_wait_idle() {
+  local window="$1" timeout="${2:-60}" elapsed=0
+  while (( elapsed < timeout )); do
+    local cmd pane_tail
+    cmd=$(tmux display-message -t "$window" -p '#{pane_current_command}' 2>/dev/null || echo "")
+    pane=$(tmux capture-pane -t "$window" -p 2>/dev/null || echo "")
+    pane_tail=$(echo "$pane" | tail -3)
+    # Check full pane (not just tail) — 'Enter to confirm' dialog can appear above the last 3 lines
+    if echo "$pane" | grep -q "Enter to confirm"; then
+      tmux send-keys -t "$window" Down Enter
+      sleep 2; (( elapsed += 2 )); continue
+    fi
+    if [[ "$cmd" == "node" ]] && \
+       echo "$pane_tail" | grep -q "❯" && \
+       ! echo "$pane_tail" | grep -qE '[✳✽✢✶·✻✼✿❋✤]|Running…|Compacting'; then
+      return 0
+    fi
+    sleep 2; (( elapsed += 2 ))
+  done
+  return 1
+}
+
+# Wait up to 60s for claude to be fully interactive and idle (❯ visible, no spinner).
+if ! _wait_idle "$WINDOW" 60; then
+  echo "[spawn-agent] WARNING: timed out waiting for idle ❯ prompt on $WINDOW — sending objective anyway" >&2
+fi
+
+# Send the task. Split text and Enter — if combined, Enter can fire before the string
+# is fully buffered, leaving the message stuck as "[Pasted text +N lines]" unsent.
+tmux send-keys -t "$WINDOW" "${OBJECTIVE} Output each completed step as CHECKPOINT:<step-name>. When ALL steps are done, output ORCHESTRATOR:DONE on its own line."
+sleep 0.3
+tmux send-keys -t "$WINDOW" Enter
+
+# Only output the window address — nothing else (callers parse this)
+echo "$WINDOW"

.claude/skills/orchestrate/scripts/status.sh

@@ -0,0 +1,43 @@
+#!/usr/bin/env bash
+# status.sh — print orchestrator status: state file summary + live tmux pane commands
+#
+# Usage: status.sh
+# Reads: ~/.claude/orchestrator-state.json
+
+set -euo pipefail
+
+STATE_FILE="${ORCHESTRATOR_STATE_FILE:-$HOME/.claude/orchestrator-state.json}"
+
+if [ ! -f "$STATE_FILE" ] || ! jq -e '.' "$STATE_FILE" >/dev/null 2>&1; then
+  echo "No orchestrator state found at $STATE_FILE"
+  exit 0
+fi
+
+# Header: active status, session, thresholds, last poll
+jq -r '
+  "=== Orchestrator [\(if .active then "RUNNING" else "STOPPED" end)] ===",
+  "Session: \(.tmux_session // "unknown")  |  Idle threshold: \(.idle_threshold_seconds // 300)s",
+  "Last poll: \(if (.last_poll_at // 0) == 0 then "never" else (.last_poll_at | strftime("%H:%M:%S")) end)",
+  ""
+' "$STATE_FILE"
+
+# Each agent: state, window, worktree/branch, truncated objective
+AGENT_COUNT=$(jq '.agents | length' "$STATE_FILE")
+if [ "$AGENT_COUNT" -eq 0 ]; then
+  echo "  (no agents registered)"
+else
+  jq -r '
+    .agents[] |
+    "  [\(.state | ascii_upcase)] \(.window)  \(.worktree)/\(.branch)",
+    "    \(.objective // "" | .[0:70])"
+  ' "$STATE_FILE"
+fi
+
+echo ""
+
+# Live pane_current_command for non-done agents
+while IFS= read -r WINDOW; do
+  [ -z "$WINDOW" ] && continue
+  CMD=$(tmux display-message -t "$WINDOW" -p '#{pane_current_command}' 2>/dev/null || echo "unreachable")
+  echo "  $WINDOW live: $CMD"
+done < <(jq -r '.agents[] | select(.state != "done") | .window' "$STATE_FILE" 2>/dev/null || true)

.claude/skills/orchestrate/scripts/verify-complete.sh

@@ -0,0 +1,180 @@
+#!/usr/bin/env bash
+# verify-complete.sh — verify a PR task is truly done before marking the agent done
+#
+# Check order matters:
+#   1. Checkpoints — did the agent do all required steps?
+#   2. CI complete — no pending (bots post comments AFTER their check runs, must wait)
+#   3. CI passing — no failures (agent must fix before done)
+#   4. spawned_at — a new CI run was triggered after agent spawned (proves real work)
+#   5. Unresolved threads — checked AFTER CI so bot-posted comments are included
+#   6. CHANGES_REQUESTED — checked AFTER CI so bot reviews are included
+#
+# Usage: verify-complete.sh WINDOW
+# Exit 0 = verified complete; exit 1 = not complete (stderr has reason)
+
+set -euo pipefail
+
+WINDOW="$1"
+STATE_FILE="${ORCHESTRATOR_STATE_FILE:-$HOME/.claude/orchestrator-state.json}"
+
+PR_NUMBER=$(jq -r --arg w "$WINDOW" '.agents[] | select(.window == $w) | .pr_number // ""' "$STATE_FILE" 2>/dev/null)
+STEPS=$(jq -r --arg w "$WINDOW" '.agents[] | select(.window == $w) | .steps // [] | .[]' "$STATE_FILE" 2>/dev/null || true)
+CHECKPOINTS=$(jq -r --arg w "$WINDOW" '.agents[] | select(.window == $w) | .checkpoints // [] | .[]' "$STATE_FILE" 2>/dev/null || true)
+WORKTREE_PATH=$(jq -r --arg w "$WINDOW" '.agents[] | select(.window == $w) | .worktree_path // ""' "$STATE_FILE" 2>/dev/null)
+BRANCH=$(jq -r --arg w "$WINDOW" '.agents[] | select(.window == $w) | .branch // ""' "$STATE_FILE" 2>/dev/null)
+SPAWNED_AT=$(jq -r --arg w "$WINDOW" '.agents[] | select(.window == $w) | .spawned_at // "0"' "$STATE_FILE" 2>/dev/null || echo "0")
+
+# No PR number = cannot verify
+if [ -z "$PR_NUMBER" ]; then
+  echo "NOT COMPLETE: no pr_number in state — set pr_number or mark done manually" >&2
+  exit 1
+fi
+
+# --- Check 1: all required steps are checkpointed ---
+MISSING=""
+while IFS= read -r step; do
+  [ -z "$step" ] && continue
+  if ! echo "$CHECKPOINTS" | grep -qFx "$step"; then
+    MISSING="$MISSING $step"
+  fi
+done <<< "$STEPS"
+
+if [ -n "$MISSING" ]; then
+  echo "NOT COMPLETE: missing checkpoints:$MISSING on PR #$PR_NUMBER" >&2
+  exit 1
+fi
+
+# Resolve repo for all GitHub checks below
+REPO=$(jq -r '.repo // ""' "$STATE_FILE" 2>/dev/null || echo "")
+if [ -z "$REPO" ] && [ -n "$WORKTREE_PATH" ] && [ -d "$WORKTREE_PATH" ]; then
+  REPO=$(git -C "$WORKTREE_PATH" remote get-url origin 2>/dev/null \
+    | sed 's|.*github\.com[:/]||; s|\.git$||' || echo "")
+fi
+
+if [ -z "$REPO" ]; then
+  echo "Warning: cannot resolve repo — skipping CI/thread checks" >&2
+  echo "VERIFIED: PR #$PR_NUMBER — checkpoints ✓ (CI/thread checks skipped — no repo)"
+  exit 0
+fi
+
+CI_BUCKETS=$(gh pr checks "$PR_NUMBER" --repo "$REPO" --json bucket 2>/dev/null || echo "[]")
+
+# --- Check 2: CI fully complete — no pending checks ---
+# Pending checks MUST finish before we check threads/reviews:
+# bots (Seer, Check PR Status, etc.) post comments and CHANGES_REQUESTED AFTER their CI check runs.
+PENDING=$(echo "$CI_BUCKETS" | jq '[.[] | select(.bucket == "pending")] | length' 2>/dev/null || echo "0")
+if [ "$PENDING" -gt 0 ]; then
+  PENDING_NAMES=$(gh pr checks "$PR_NUMBER" --repo "$REPO" --json bucket,name 2>/dev/null \
+    | jq -r '[.[] | select(.bucket == "pending") | .name] | join(", ")' 2>/dev/null || echo "unknown")
+  echo "NOT COMPLETE: $PENDING CI checks still pending on PR #$PR_NUMBER ($PENDING_NAMES)" >&2
+  exit 1
+fi
+
+# --- Check 3: CI passing — no failures ---
+FAILING=$(echo "$CI_BUCKETS" | jq '[.[] | select(.bucket == "fail")] | length' 2>/dev/null || echo "0")
+if [ "$FAILING" -gt 0 ]; then
+  FAILING_NAMES=$(gh pr checks "$PR_NUMBER" --repo "$REPO" --json bucket,name 2>/dev/null \
+    | jq -r '[.[] | select(.bucket == "fail") | .name] | join(", ")' 2>/dev/null || echo "unknown")
+  echo "NOT COMPLETE: $FAILING failing CI checks on PR #$PR_NUMBER ($FAILING_NAMES)" >&2
+  exit 1
+fi
+
+# --- Check 4: a new CI run was triggered AFTER the agent spawned ---
+if [ -n "$BRANCH" ] && [ "${SPAWNED_AT:-0}" -gt 0 ]; then
+  LATEST_RUN_AT=$(gh run list --repo "$REPO" --branch "$BRANCH" \
+    --json createdAt --limit 1 2>/dev/null | jq -r '.[0].createdAt // ""')
+  if [ -n "$LATEST_RUN_AT" ]; then
+    if date --version >/dev/null 2>&1; then
+      LATEST_RUN_EPOCH=$(date -d "$LATEST_RUN_AT" "+%s" 2>/dev/null || echo "0")
+    else
+      LATEST_RUN_EPOCH=$(TZ=UTC date -j -f "%Y-%m-%dT%H:%M:%SZ" "$LATEST_RUN_AT" "+%s" 2>/dev/null || echo "0")
+    fi
+    if [ "$LATEST_RUN_EPOCH" -le "$SPAWNED_AT" ]; then
+      echo "NOT COMPLETE: latest CI run on $BRANCH predates agent spawn — agent may not have pushed yet" >&2
+      exit 1
+    fi
+  fi
+fi
+
+OWNER=$(echo "$REPO" | cut -d/ -f1)
+REPONAME=$(echo "$REPO" | cut -d/ -f2)
+
+# --- Check 5: no unresolved review threads (checked AFTER CI — bots post after their check) ---
+UNRESOLVED=$(gh api graphql -f query="
+  { repository(owner: \"${OWNER}\", name: \"${REPONAME}\") {
+      pullRequest(number: ${PR_NUMBER}) {
+        reviewThreads(first: 50) { nodes { isResolved } }
+      }
+    }
+  }
+" --jq '[.data.repository.pullRequest.reviewThreads.nodes[] | select(.isResolved == false)] | length' 2>/dev/null || echo "0")
+
+if [ "$UNRESOLVED" -gt 0 ]; then
+  echo "NOT COMPLETE: $UNRESOLVED unresolved review threads on PR #$PR_NUMBER" >&2
+  exit 1
+fi
+
+# --- Check 6: no CHANGES_REQUESTED (checked AFTER CI — bots post reviews after their check) ---
+# A CHANGES_REQUESTED review is stale if the latest commit was pushed AFTER the review was submitted.
+# Stale reviews (pre-dating the fixing commits) should not block verification.
+#
+# Fetch commits and latestReviews in a single call and fail closed — if gh fails,
+# treat that as NOT COMPLETE rather than silently passing.
+# Use latestReviews (not reviews) so each reviewer's latest state is used — superseded
+# CHANGES_REQUESTED entries are automatically excluded when the reviewer later approved.
+# Note: we intentionally use committedDate (not PR updatedAt) because updatedAt changes on any
+# PR activity (bot comments, label changes) which would create false negatives.
+PR_REVIEW_METADATA=$(gh pr view "$PR_NUMBER" --repo "$REPO" \
+  --json commits,latestReviews 2>/dev/null) || {
+  echo "NOT COMPLETE: unable to fetch PR review metadata for PR #$PR_NUMBER" >&2
+  exit 1
+}
+
+LATEST_COMMIT_DATE=$(jq -r '.commits[-1].committedDate // ""' <<< "$PR_REVIEW_METADATA")
+CHANGES_REQUESTED_REVIEWS=$(jq '[.latestReviews[]? | select(.state == "CHANGES_REQUESTED")]' <<< "$PR_REVIEW_METADATA")
+
+BLOCKING_CHANGES_REQUESTED=0
+BLOCKING_REQUESTERS=""
+
+if [ -n "$LATEST_COMMIT_DATE" ] && [ "$(echo "$CHANGES_REQUESTED_REVIEWS" | jq length)" -gt 0 ]; then
+  if date --version >/dev/null 2>&1; then
+    LATEST_COMMIT_EPOCH=$(date -d "$LATEST_COMMIT_DATE" "+%s" 2>/dev/null || echo "0")
+  else
+    LATEST_COMMIT_EPOCH=$(TZ=UTC date -j -f "%Y-%m-%dT%H:%M:%SZ" "$LATEST_COMMIT_DATE" "+%s" 2>/dev/null || echo "0")
+  fi
+
+  while IFS= read -r review; do
+    [ -z "$review" ] && continue
+    REVIEW_DATE=$(echo "$review" | jq -r '.submittedAt // ""')
+    REVIEWER=$(echo "$review" | jq -r '.author.login // "unknown"')
+    if [ -z "$REVIEW_DATE" ]; then
+      # No submission date — treat as fresh (conservative: blocks verification)
+      BLOCKING_CHANGES_REQUESTED=$(( BLOCKING_CHANGES_REQUESTED + 1 ))
+      BLOCKING_REQUESTERS="${BLOCKING_REQUESTERS:+$BLOCKING_REQUESTERS, }${REVIEWER}"
+    else
+      if date --version >/dev/null 2>&1; then
+        REVIEW_EPOCH=$(date -d "$REVIEW_DATE" "+%s" 2>/dev/null || echo "0")
+      else
+        REVIEW_EPOCH=$(TZ=UTC date -j -f "%Y-%m-%dT%H:%M:%SZ" "$REVIEW_DATE" "+%s" 2>/dev/null || echo "0")
+      fi
+      if [ "$REVIEW_EPOCH" -gt "$LATEST_COMMIT_EPOCH" ]; then
+        # Review was submitted AFTER latest commit — still fresh, blocks verification
+        BLOCKING_CHANGES_REQUESTED=$(( BLOCKING_CHANGES_REQUESTED + 1 ))
+        BLOCKING_REQUESTERS="${BLOCKING_REQUESTERS:+$BLOCKING_REQUESTERS, }${REVIEWER}"
+      fi
+      # Review submitted BEFORE latest commit — stale, skip
+    fi
+  done <<< "$(echo "$CHANGES_REQUESTED_REVIEWS" | jq -c '.[]')"
+else
+  # No commit date or no changes_requested — check raw count as fallback
+  BLOCKING_CHANGES_REQUESTED=$(echo "$CHANGES_REQUESTED_REVIEWS" | jq length 2>/dev/null || echo "0")
+  BLOCKING_REQUESTERS=$(echo "$CHANGES_REQUESTED_REVIEWS" | jq -r '[.[].author.login] | join(", ")' 2>/dev/null || echo "unknown")
+fi
+
+if [ "$BLOCKING_CHANGES_REQUESTED" -gt 0 ]; then
+  echo "NOT COMPLETE: CHANGES_REQUESTED (after latest commit) from ${BLOCKING_REQUESTERS} on PR #$PR_NUMBER" >&2
+  exit 1
+fi
+
+echo "VERIFIED: PR #$PR_NUMBER — checkpoints ✓, CI complete + green, 0 unresolved threads, no CHANGES_REQUESTED"
+exit 0

.claude/skills/pr-address/SKILL.md

@@ -25,43 +25,102 @@ Understand the **Why / What / How** before addressing comments — you need cont
 gh pr view {N} --json body --jq '.body'
 ```
 
+> If GraphQL is rate-limited, `gh pr view` fails. See [GitHub rate limits](#github-rate-limits) for REST fallbacks.
+
 ## Fetch comments (all sources)
 
 ### 1. Inline review threads — GraphQL (primary source of actionable items)
 
-Use GraphQL to fetch inline threads. It natively exposes `isResolved`, returns threads already grouped with all replies, and paginates via cursor — no manual thread reconstruction needed.
+> ⚠️ **WARNING — PAGINATE ALL PAGES BEFORE ADDRESSING ANYTHING**
+>
+> `reviewThreads(first: 100)` returns at most 100 threads per page AND returns threads **oldest-first**. On a PR with many review cycles (e.g. 373 threads), the oldest 100–200 threads are from past cycles and are **all already resolved**. Filtering client-side with `select(.isResolved == false)` on page 1 therefore yields **0 results** — even though pages 2–4 contain many unresolved threads from recent review cycles.
+>
+> **This is the most common failure mode:** agent fetches page 1, sees 0 unresolved after filtering, stops pagination, reports "done" — while hundreds of unresolved threads sit on later pages.
+>
+> One observed PR had 142 total threads: page 1 returned 0 unresolved (all old/resolved), while pages 2–3 had 111 unresolved. Another with 373 threads across 4 pages also had page 1 entirely resolved.
+>
+> **The rule: ALWAYS paginate to `hasNextPage == false` regardless of the per-page unresolved count. Never stop early because a page returns 0 unresolved.**
+
+**Step 1 — Fetch total count and sanity-check the newest threads:**
 
 ```bash
+# Get total count and the newest 100 threads (last: 100 returns newest-first)
 gh api graphql -f query='
 {
   repository(owner: "Significant-Gravitas", name: "AutoGPT") {
     pullRequest(number: {N}) {
-      reviewThreads(first: 100) {
-        pageInfo { hasNextPage endCursor }
-        nodes {
-          id
-          isResolved
-          path
-          comments(last: 1) {
-            nodes { databaseId body author { login } createdAt }
+      reviewThreads { totalCount }
+      newest: reviewThreads(last: 100) {
+        nodes { isResolved }
+      }
+    }
+  }
+}' | jq '{ total: .data.repository.pullRequest.reviewThreads.totalCount, newest_unresolved: [.data.repository.pullRequest.newest.nodes[] | select(.isResolved == false)] | length }'
+```
+
+If `total > 100`, you have multiple pages — you **must** paginate all of them regardless of what `newest_unresolved` shows. The `last: 100` check is a sanity signal only; the full loop below is mandatory.
+
+**Step 2 — Collect all unresolved thread IDs across all pages:**
+
+```bash
+# Accumulate all unresolved threads — loop until hasNextPage == false
+CURSOR=""
+ALL_THREADS="[]"
+while true; do
+  AFTER=${CURSOR:+", after: \"$CURSOR\""}
+  PAGE=$(gh api graphql -f query="
+  {
+    repository(owner: \"Significant-Gravitas\", name: \"AutoGPT\") {
+      pullRequest(number: {N}) {
+        reviewThreads(first: 100${AFTER}) {
+          pageInfo { hasNextPage endCursor }
+          nodes {
+            id
+            isResolved
+            path
+            line
+            comments(last: 1) {
+              nodes { databaseId body author { login } }
+            }
           }
         }
       }
     }
-  }
-}'
+  }")
+  # Append unresolved nodes from this page
+  PAGE_THREADS=$(echo "$PAGE" | jq '[.data.repository.pullRequest.reviewThreads.nodes[] | select(.isResolved == false)]')
+  ALL_THREADS=$(echo "$ALL_THREADS $PAGE_THREADS" | jq -s 'add')
+  HAS_NEXT=$(echo "$PAGE" | jq -r '.data.repository.pullRequest.reviewThreads.pageInfo.hasNextPage')
+  CURSOR=$(echo "$PAGE" | jq -r '.data.repository.pullRequest.reviewThreads.pageInfo.endCursor')
+  [ "$HAS_NEXT" = "false" ] && break
+done
+
+# Reverse so newest threads (last pages) are addressed first — GitHub returns oldest-first
+# and the most recent review cycle's comments are the ones blocking approval.
+ALL_THREADS=$(echo "$ALL_THREADS" | jq 'reverse')
+
+echo "Total unresolved threads: $(echo "$ALL_THREADS" | jq 'length')"
+echo "$ALL_THREADS" | jq '[.[] | {id, path, line, body: .comments.nodes[0].body[:200]}]'
 ```
 
-If `pageInfo.hasNextPage` is true, fetch subsequent pages by adding `after: "<endCursor>"` to `reviewThreads(first: 100, after: "...")` and repeat until `hasNextPage` is false.
+**Step 3 — Address every thread in `ALL_THREADS`, then resolve.**
+
+Only after this loop completes (all pages fetched, count confirmed) should you begin making fixes.
+
+> **Why reverse?** GraphQL returns threads oldest-first and exposes no `orderBy` option. A PR with 373 threads has ~4 pages; threads from the latest review cycle land on the last pages. Processing in reverse ensures the newest, most blocking comments are addressed first — the earlier pages mostly contain outdated threads from prior cycles.
 
 **Filter to unresolved threads only** — skip any thread where `isResolved: true`. `comments(last: 1)` returns the most recent comment in the thread — act on that; it reflects the reviewer's final ask. Use the thread `id` (Relay global ID) to track threads across polls.
 
+> If GraphQL is rate-limited, see [GitHub rate limits](#github-rate-limits) for the REST fallback (flat comment list — no thread grouping or `isResolved`).
+
 ### 2. Top-level reviews — REST (MUST paginate)
 
 ```bash
 gh api repos/Significant-Gravitas/AutoGPT/pulls/{N}/reviews --paginate
 ```
 
+> **Already REST — unaffected by GraphQL rate limits or outages. Continue polling reviews normally even when GraphQL is exhausted.**
+
 **CRITICAL — always `--paginate`.** Reviews default to 30 per page. PRs can have 80–170+ reviews (mostly empty resolution events). Without pagination you miss reviews past position 30 — including `autogpt-reviewer`'s structured review which is typically posted after several CI runs and sits well beyond the first page.
 
 Two things to extract:
@@ -80,20 +139,71 @@ Two things to extract:
 gh api repos/Significant-Gravitas/AutoGPT/issues/{N}/comments --paginate
 ```
 
+> **Already REST — unaffected by GraphQL rate limits.**
+
 Mostly contains: bot summaries (`coderabbitai[bot]`), CI/conflict detection (`github-actions[bot]`), and author status updates. Scan for non-empty messages from non-bot human reviewers that aren't the PR author — those are the ones that need a response.
 
 ## For each unaddressed comment
 
-Address comments **one at a time**: fix → commit → push → inline reply → next.
+**CRITICAL: The only valid sequence is fix → commit → push → reply → resolve. Never resolve a thread without a real code commit.**
+
+Resolving a thread via `resolveReviewThread` without an actual fix is the most common failure mode — it makes unresolved counts drop without any real change, producing a false "done" signal. If the issue was genuinely a false positive (no code change needed), reply explaining why and then resolve. Otherwise:
+
+Address comments **one at a time**: fix → commit → push → inline reply → resolve.
 
 1. Read the referenced code, make the fix (or reply explaining why it's not needed)
 2. Commit and push the fix
 3. Reply **inline** (not as a new top-level comment) referencing the fixing commit — this is what resolves the conversation for bot reviewers (coderabbitai, sentry):
 
+Use a **markdown commit link** so GitHub renders it as a clickable reference. Always get the full SHA with `git rev-parse HEAD` **after** committing — never copy a SHA from a previous commit or hardcode one:
+
+```bash
+FULL_SHA=$(git rev-parse HEAD)
+gh api repos/Significant-Gravitas/AutoGPT/pulls/{N}/comments/{ID}/replies \
+  -f body="🤖 Fixed in [${FULL_SHA:0:9}](https://github.com/Significant-Gravitas/AutoGPT/commit/${FULL_SHA}): <description>"
+```
+
 | Comment type | How to reply |
 |---|---|
-| Inline review (`pulls/{N}/comments`) | `gh api repos/Significant-Gravitas/AutoGPT/pulls/{N}/comments/{ID}/replies -f body="🤖 Fixed in <commit-sha>: <description>"` |
-| Conversation (`issues/{N}/comments`) | `gh api repos/Significant-Gravitas/AutoGPT/issues/{N}/comments -f body="🤖 Fixed in <commit-sha>: <description>"` |
+| Inline review (`pulls/{N}/comments`) | `gh api repos/Significant-Gravitas/AutoGPT/pulls/{N}/comments/{ID}/replies -f body="🤖 Fixed in [abc1234](https://github.com/Significant-Gravitas/AutoGPT/commit/FULL_SHA): <description>"` |
+| Conversation (`issues/{N}/comments`) | `gh api repos/Significant-Gravitas/AutoGPT/issues/{N}/comments -f body="🤖 Fixed in [abc1234](https://github.com/Significant-Gravitas/AutoGPT/commit/FULL_SHA): <description>"` |
+
+### What counts as a valid resolution
+
+Only two situations justify calling `resolveReviewThread`:
+
+1. **Real code fix**: you changed the code, committed + pushed, and replied with the SHA. The commit diff must actually address the concern — not just touch the same file.
+2. **Genuine false positive**: the reviewer's concern does not apply to this code, and you can give a specific technical reason (e.g. "Not applicable — `sdk_cwd` is pre-validated by `_make_sdk_cwd()` which applies normpath + prefix assertion before reaching this point").
+
+**Anti-patterns that look resolved but aren't — never do these:**
+- `"Accepted, tracked as follow-up"` — a deferral, not a fix. The concern is still open. Do not resolve.
+- `"Acknowledged"` or `"Same as above"` — these are acknowledgements, not fixes. Do not resolve.
+- `"Fixed in abc1234"` where `abc1234` is a commit that doesn't actually change the flagged line/logic — dishonest. Verify `git show abc1234 -- path/to/file` changes the right thing before posting.
+- Resolving without replying — the reviewer never sees what happened.
+
+When in doubt: if a code change is needed, make it. A deferred issue means the thread stays open until the follow-up PR is merged.
+
+## Codecov coverage
+
+Codecov patch target is **80%** on changed lines. Checks are **informational** (not blocking) but should be green.
+
+### Running coverage locally
+
+**Backend** (from `autogpt_platform/backend/`):
+```bash
+poetry run pytest -s -vv --cov=backend --cov-branch --cov-report term-missing
+```
+
+**Frontend** (from `autogpt_platform/frontend/`):
+```bash
+pnpm vitest run --coverage
+```
+
+### When codecov/patch fails
+
+1. Find uncovered files: `git diff --name-only $(gh pr view --json baseRefName --jq '.baseRefName')...HEAD`
+2. For each uncovered file — extract inline logic to `helpers.ts`/`helpers.py` and test those (highest ROI). Colocate tests as `*_test.py` (backend) or `__tests__/*.test.ts` (frontend).
+3. Run coverage locally to verify, commit, push.
 
 ## Format and commit
 
@@ -119,6 +229,22 @@ Then commit and **push immediately** — never batch commits without pushing. Ea
 
 For backend commits in worktrees: `poetry run git commit` (pre-commit hooks).
 
+## Coverage
+
+Codecov enforces patch coverage on new/changed lines — new code you write must be tested. Before pushing, verify you haven't left new lines uncovered:
+
+```bash
+cd autogpt_platform/backend
+poetry run pytest --cov=. --cov-report=term-missing {path/to/changed/module}
+```
+
+Look for lines marked `miss` — those are uncovered. Add tests for any new code you wrote as part of addressing comments.
+
+**Rules:**
+- New code you add should have tests
+- Don't remove existing tests when fixing comments
+- If a reviewer asks you to delete code, also delete its tests, but verify coverage hasn't dropped on remaining lines
+
 ## The loop
 
 ```text
@@ -208,3 +334,162 @@ git push
 ```
 
 5. Restart the polling loop from the top — new commits reset CI status.
+
+## GitHub rate limits
+
+Three distinct rate limits exist — they have different causes, error shapes, and recovery times:
+
+| Error | HTTP code | Cause | Recovery |
+|---|---|---|---|
+| `{"code":"abuse"}` | 403 | Secondary rate limit — too many write operations (comments, mutations) in a short window | Wait **2–3 minutes**. 60s is often not enough. |
+| `{"message":"API rate limit exceeded"}` | 429 | Primary REST rate limit — 5000 calls/hr per user | Wait until `X-RateLimit-Reset` header timestamp |
+| `GraphQL: API rate limit already exceeded for user ID ...` | 403 on stderr, `gh` exits 1 | **GraphQL-specific** per-user limit — distinct from REST's 5000/hr and from the abuse secondary limit. Trips faster than REST because point costs per query. | Wait until the GraphQL window resets (typically ~1 hour from the first call in the window). REST still works — use fallbacks below. |
+
+**Prevention:** Add `sleep 3` between individual thread reply API calls. When posting >20 replies, increase to `sleep 5`.
+
+### Detection
+
+The `gh` CLI surfaces the GraphQL limit on stderr with the exact string `GraphQL: API rate limit already exceeded for user ID <id>` and exits 1 — any `gh api graphql ...` **or** `gh pr view ...` call fails. Check current quota and reset time via the REST endpoint that reports GraphQL quota (this call is REST and still works whether GraphQL is rate-limited OR fully down):
+
+```bash
+gh api rate_limit --jq '.resources.graphql'   # { "limit": 5000, "used": 5000, "remaining": 0, "reset": 1729...}
+# Human-readable reset:
+gh api rate_limit --jq '.resources.graphql.reset' | xargs -I{} date -r {}
+```
+
+Retry when `remaining > 0`. If you need to proceed sooner, sleep 2–5 min and probe again — the limit is per user, not per machine, so other concurrent agents under the same token also consume it.
+
+### What keeps working
+
+When GraphQL is unavailable (rate-limited or outage):
+
+- **Keeps working (REST):** top-level reviews fetch, conversation comments fetch, all inline-comment replies, CI status (`gh pr checks`), and the `gh api rate_limit` probe.
+- **Degraded:** inline thread list — fall back to flat `/pulls/{N}/comments` REST, which drops thread grouping, `isResolved`, and Relay thread IDs. You still get comment bodies and the `databaseId` as `id`, enough to read and reply.
+- **Blocked:** `gh pr view`, the `resolveReviewThread` mutation, and any new `gh api graphql` queries — wait for the quota to reset.
+
+### Fall back to REST
+
+**PR metadata reads** — `gh pr view` uses GraphQL under the hood; use the REST pulls endpoint instead, which returns the full PR object:
+
+```bash
+gh api repos/Significant-Gravitas/AutoGPT/pulls/{N} --jq '.body'           # == --json body
+gh api repos/Significant-Gravitas/AutoGPT/pulls/{N} --jq '.base.ref'       # == --json baseRefName
+gh api repos/Significant-Gravitas/AutoGPT/pulls/{N} --jq '.mergeable'      # == --json mergeable
+```
+
+Note: REST `mergeable` returns `true|false|null`; GraphQL returns `MERGEABLE|CONFLICTING|UNKNOWN`. The `null` case maps to `UNKNOWN` — treat it the same (still computing; poll again).
+
+**Inline comments (flat list)** — no thread grouping or `isResolved`, but enough to read and reply:
+
+```bash
+gh api repos/Significant-Gravitas/AutoGPT/pulls/{N}/comments --paginate \
+  | jq '[.[] | {id, path, line, user: .user.login, body: .body[:200], in_reply_to_id}]'
+```
+
+Use this degraded mode to make progress on the fix → reply loop, then return to GraphQL for `resolveReviewThread` once the rate limit resets.
+
+**Replies** — already REST-native (`/pulls/{N}/comments/{ID}/replies`); no change needed, use the same command as the main flow.
+
+**`resolveReviewThread`** — **no REST equivalent**; GitHub does not expose a REST endpoint for thread resolution. Queue the thread IDs needing resolution, wait for the GraphQL limit to reset, then run the resolve mutations in a batch (with `sleep 3` between calls, per the secondary-limit guidance).
+
+### Recovery from secondary rate limit (403 abuse)
+
+1. Stop all API writes immediately
+2. Wait **2 minutes minimum** (not 60s — secondary limits are stricter)
+3. Resume with `sleep 3` between each call
+4. If 403 persists after 2 min, wait another 2 min before retrying
+
+Never batch all replies in a tight loop — always space them out.
+
+## Parallel thread resolution
+
+When a PR has more than 10 unresolved threads, addressing one commit per thread is slow. Use this strategy instead:
+
+### Group by file, batch per commit
+
+1. Sort `ALL_THREADS` by `path` — threads in the same file can share a single commit.
+2. Fix all threads in one file → `git commit` → `git push` → reply to **all** those threads with the same SHA → resolve them all.
+3. Move to the next file group and repeat.
+
+This reduces N commits to (number of files touched), which is usually 3–5 instead of 15–30.
+
+### Posting replies concurrently (for large batches)
+
+For truly independent thread groups (different files, no shared logic), you can post replies in parallel using background subshells — but always space out API writes:
+
+```bash
+# Post replies to a batch of threads concurrently, 3s apart
+(
+  sleep 3
+  gh api repos/Significant-Gravitas/AutoGPT/pulls/{N}/comments/{ID1}/replies \
+    -f body="🤖 Fixed in [${FULL_SHA:0:9}](https://github.com/Significant-Gravitas/AutoGPT/commit/${FULL_SHA}): ..."
+) &
+(
+  sleep 6
+  gh api repos/Significant-Gravitas/AutoGPT/pulls/{N}/comments/{ID2}/replies \
+    -f body="🤖 Fixed in [${FULL_SHA:0:9}](https://github.com/Significant-Gravitas/AutoGPT/commit/${FULL_SHA}): ..."
+) &
+wait  # wait for all background replies before resolving
+```
+
+Then resolve sequentially (GraphQL mutations):
+```bash
+for THREAD_ID in "$THREAD1" "$THREAD2" "$THREAD3"; do
+  gh api graphql -f query="mutation { resolveReviewThread(input: {threadId: \"${THREAD_ID}\"}) { thread { isResolved } } }"
+  sleep 3
+done
+```
+
+**Always sleep 3s between individual API writes** — GitHub's secondary rate limit (403) triggers on bursts of >20 writes. Increase to `sleep 5` when posting more than 20 replies in a batch.
+
+## Resolving threads via GraphQL
+
+Use `resolveReviewThread` **only after** the commit is pushed and the reply is posted:
+
+```bash
+gh api graphql -f query='mutation { resolveReviewThread(input: {threadId: "THREAD_ID"}) { thread { isResolved } } }'
+```
+
+**Never call this mutation before committing the fix.** The orchestrator will verify actual unresolved counts via GraphQL after you output `ORCHESTRATOR:DONE` — false resolutions will be caught and you will be re-briefed.
+
+> `resolveReviewThread` is GraphQL-only — no REST equivalent. If GraphQL is rate-limited, see [GitHub rate limits](#github-rate-limits) for the queue-and-retry flow.
+
+### Verify actual count before outputting ORCHESTRATOR:DONE
+
+Before claiming "0 unresolved threads", always query GitHub directly — don't rely on your own bookkeeping. Paginate all pages — a single `first: 100` query misses threads beyond page 1:
+
+```bash
+# Step 1: get total thread count
+gh api graphql -f query='
+{
+  repository(owner: "Significant-Gravitas", name: "AutoGPT") {
+    pullRequest(number: {N}) {
+      reviewThreads { totalCount }
+    }
+  }
+}' | jq '.data.repository.pullRequest.reviewThreads.totalCount'
+
+# Step 2: paginate all pages, count truly unresolved
+CURSOR=""; UNRESOLVED=0
+while true; do
+  AFTER=${CURSOR:+", after: \"$CURSOR\""}
+  PAGE=$(gh api graphql -f query="
+  {
+    repository(owner: \"Significant-Gravitas\", name: \"AutoGPT\") {
+      pullRequest(number: {N}) {
+        reviewThreads(first: 100${AFTER}) {
+          pageInfo { hasNextPage endCursor }
+          nodes { isResolved }
+        }
+      }
+    }
+  }")
+  UNRESOLVED=$(( UNRESOLVED + $(echo "$PAGE" | jq '[.data.repository.pullRequest.reviewThreads.nodes[] | select(.isResolved==false)] | length') ))
+  HAS_NEXT=$(echo "$PAGE" | jq -r '.data.repository.pullRequest.reviewThreads.pageInfo.hasNextPage')
+  CURSOR=$(echo "$PAGE" | jq -r '.data.repository.pullRequest.reviewThreads.pageInfo.endCursor')
+  [ "$HAS_NEXT" = "false" ] && break
+done
+echo "Unresolved threads: $UNRESOLVED"
+```
+
+Only output `ORCHESTRATOR:DONE` after this loop reports 0.

.claude/skills/pr-polish/SKILL.md

@@ -0,0 +1,275 @@
+---
+name: pr-polish
+description: Alternate /pr-review and /pr-address on a PR until the PR is truly mergeable — no new review findings, zero unresolved inline threads, zero unaddressed top-level reviews or issue comments, all CI checks green, and two consecutive quiet polls after CI settles. Use when the user wants a PR polished to merge-ready without setting a fixed number of rounds.
+user-invocable: true
+argument-hint: "[PR number or URL] — if omitted, finds PR for current branch."
+metadata:
+  author: autogpt-team
+  version: "1.0.0"
+---
+
+# PR Polish
+
+**Goal.** Drive a PR to merge-ready by alternating `/pr-review` and `/pr-address` until **all** of the following hold:
+
+1. The most recent `/pr-review` produces **zero new findings** (no new inline comments, no new top-level reviews with a non-empty body).
+2. Every inline review thread reachable via GraphQL reports `isResolved: true`.
+3. Every non-bot, non-author top-level review has been acknowledged (replied-to) OR resolved via a thread it spawned.
+4. Every non-bot, non-author issue comment has been acknowledged (replied-to).
+5. Every CI check is `conclusion: "success"` or `"skipped"` / `"neutral"` — none `"failure"` or still pending.
+6. **Two consecutive post-CI polls** (≥60s apart) stay clean — no new threads, no new non-empty reviews, no new issue comments. Bots (coderabbitai, sentry, autogpt-reviewer) frequently post late after CI settles; a single green snapshot is not sufficient.
+
+**Do not stop at a fixed number of rounds.** If round N introduces new comments, round N+1 is required. Cap at `_MAX_ROUNDS = 10` as a safety valve, but expect 2–5 in practice.
+
+## TodoWrite
+
+Before starting, write two todos so the user can see the loop progression:
+
+- `Round {current}: /pr-review + /pr-address on PR #{N}` — current iteration.
+- `Final polish polling: 2 consecutive clean polls, CI green, 0 unresolved` — runs after the last non-empty review round.
+
+Update the `current` round counter at the start of each iteration; mark `completed` only when the round's address step finishes (all new threads addressed + resolved).
+
+## Find the PR
+
+```bash
+ARG_PR="${ARG:-}"
+# Normalize URL → numeric ID if the skill arg is a pull-request URL.
+if [[ "$ARG_PR" =~ ^https?://github\.com/[^/]+/[^/]+/pull/([0-9]+) ]]; then
+  ARG_PR="${BASH_REMATCH[1]}"
+fi
+PR="${ARG_PR:-$(gh pr list --head "$(git branch --show-current)" --repo Significant-Gravitas/AutoGPT --json number --jq '.[0].number')}"
+if [ -z "$PR" ] || [ "$PR" = "null" ]; then
+  echo "No PR found for current branch. Provide a PR number or URL as the skill arg."
+  exit 1
+fi
+echo "Polishing PR #$PR"
+```
+
+## The outer loop
+
+```text
+round = 0
+while round < _MAX_ROUNDS:
+    round += 1
+    baseline = snapshot_state(PR)   # see "Snapshotting state" below
+    invoke_skill("pr-review", PR)   # posts findings as inline comments / top-level review
+    findings = diff_state(PR, baseline)
+    if findings.total == 0:
+        break  # no new findings → go to polish polling
+    invoke_skill("pr-address", PR)  # resolves every unresolved thread + CI failure
+# Post-loop: polish polling (see below).
+polish_polling(PR)
+```
+
+### Snapshotting state
+
+Before each `/pr-review`, capture a baseline so the diff after the review reflects **only** what the review just added (not pre-existing threads):
+
+```bash
+# Inline threads — total count + latest databaseId per thread
+gh api graphql -f query="
+{
+  repository(owner: \"Significant-Gravitas\", name: \"AutoGPT\") {
+    pullRequest(number: ${PR}) {
+      reviewThreads(first: 100) {
+        totalCount
+        nodes {
+          id
+          isResolved
+          comments(last: 1) { nodes { databaseId } }
+        }
+      }
+    }
+  }
+}" > /tmp/baseline_threads.json
+
+# Top-level reviews — count + latest id per non-empty review
+gh api "repos/Significant-Gravitas/AutoGPT/pulls/${PR}/reviews" --paginate \
+  --jq '[.[] | select((.body // "") != "") | {id, user: .user.login, state, submitted_at}]' \
+  > /tmp/baseline_reviews.json
+
+# Issue comments — count + latest id per non-bot, non-author comment.
+# Bots are filtered by User.type == "Bot" (GitHub sets this for app/bot
+# accounts like coderabbitai, github-actions, sentry-io). The author is
+# filtered by comparing login to the PR author — export it so jq can see it.
+AUTHOR=$(gh api "repos/Significant-Gravitas/AutoGPT/pulls/${PR}" --jq '.user.login')
+gh api "repos/Significant-Gravitas/AutoGPT/issues/${PR}/comments" --paginate \
+  --jq --arg author "$AUTHOR" \
+      '[.[] | select(.user.type != "Bot" and .user.login != $author)
+            | {id, user: .user.login, created_at}]' \
+  > /tmp/baseline_issue_comments.json
+```
+
+### Diffing after a review
+
+After `/pr-review` runs, any of these counting as "new findings" means another address round is needed:
+
+- New inline thread `id` not in the baseline.
+- An existing thread whose latest comment `databaseId` is higher than the baseline's (new reply on an old thread).
+- A new top-level review `id` with a non-empty body.
+- A new issue comment `id` from a non-bot, non-author user.
+
+If any of the four buckets is non-empty → not done; invoke `/pr-address` and loop.
+
+## Polish polling
+
+Once `/pr-review` produces zero new findings, do **not** exit yet. Bots (coderabbitai, sentry, autogpt-reviewer) commonly post late reviews after CI settles — 30–90 seconds after the final push. Poll at 60-second intervals:
+
+```text
+NON_SUCCESS_TERMINAL = {"failure", "cancelled", "timed_out", "action_required", "startup_failure"}
+clean_polls = 0
+required_clean = 2
+while clean_polls < required_clean:
+    # 1. CI gate — any terminal non-success conclusion (not just "failure")
+    # must trigger /pr-address. "success", "skipped", "neutral" are clean;
+    # anything else (including cancelled, timed_out, action_required) is a
+    # blocker that won't self-resolve.
+    ci = fetch_check_runs(PR)
+    if any ci.conclusion in NON_SUCCESS_TERMINAL:
+        invoke_skill("pr-address", PR)  # address failures + any new comments
+        baseline = snapshot_state(PR)   # reset — push during address invalidates old baseline
+        clean_polls = 0
+        continue
+    if any ci.conclusion is None (still in_progress):
+        sleep 60; continue  # wait without counting this as clean
+
+    # 2. Comment / thread gate
+    threads = fetch_unresolved_threads(PR)
+    new_issue_comments = diff_against_baseline(issue_comments)
+    new_reviews = diff_against_baseline(reviews)
+    if threads or new_issue_comments or new_reviews:
+        invoke_skill("pr-address", PR)
+        baseline = snapshot_state(PR)   # reset — the address loop just dealt with these,
+                                        # otherwise they stay "new" relative to the old baseline forever
+        clean_polls = 0
+        continue
+
+    # 3. Mergeability gate
+    mergeable = gh api repos/.../pulls/${PR} --jq '.mergeable'
+    if mergeable == false (CONFLICTING):
+        resolve_conflicts(PR)  # see pr-address skill
+        clean_polls = 0
+        continue
+    if mergeable is null (UNKNOWN):
+        sleep 60; continue
+
+    clean_polls += 1
+    sleep 60
+```
+
+Only after `clean_polls == 2` do you report `ORCHESTRATOR:DONE`.
+
+### Concrete CI fetch (don't parse `gh pr checks` text columns)
+
+The `fetch_check_runs(PR)` step above must use `--json`, not the default text output. Job names can contain spaces and parentheses (e.g. `test (3.11)`, `Analyze (python)`), so `gh pr checks $PR | awk '{print $2}'` extracts `(3.11)` instead of the status — leading to a clean-poll firing while jobs are still pending.
+
+```bash
+# Reliable: use --json so columns are unambiguous.
+ci_json=$(gh pr checks $PR --repo Significant-Gravitas/AutoGPT --json name,state,bucket)
+pending=$(echo "$ci_json" | jq '[.[] | select(.bucket == "pending")] | length')
+failed=$(echo "$ci_json" | jq '[.[] | select(.bucket == "fail" or .bucket == "cancel")] | length')
+
+# Buckets are: pass | fail | pending | cancel | skipping
+# (NOTE: gh pr checks does NOT expose `conclusion` as a JSON field —
+# only `bucket`. Don't confuse with the GitHub REST API's check_runs
+# endpoint, which DOES use conclusion.)
+```
+
+Map back to the pseudocode above: `bucket == "pending"` is `ci.conclusion is None (still in_progress)`; `bucket in {"fail", "cancel"}` is `ci.conclusion in NON_SUCCESS_TERMINAL`; `bucket in {"pass", "skipping"}` is clean.
+
+### Why 2 clean polls, not 1
+
+A single green snapshot can be misleading — the final CI check often completes ~30s before a bot posts its delayed review. One quiet cycle does not prove the PR is stable; two consecutive cycles with no new threads, reviews, or issue comments arriving gives high confidence nothing else is incoming.
+
+### Why checking every source each poll
+
+`/pr-address` polling inside a single round already re-checks its own comments, but `/pr-polish` sits a level above and must also catch:
+
+- New top-level reviews (autogpt-reviewer sometimes posts structured feedback only after several CI green cycles).
+- Issue comments from human reviewers (not caught by inline thread polling).
+- Sentry bug predictions that land on new line numbers post-push.
+- Merge conflicts introduced by a race between your push and a merge to `dev`.
+
+## Invocation pattern
+
+Delegate to existing skills with the `Skill` tool; do not re-implement the review or address logic inline. This keeps the polish loop focused on orchestration and lets the child skills evolve independently.
+
+```python
+Skill(skill="pr-review",  args=pr_url)
+Skill(skill="pr-address", args=pr_url)
+```
+
+After each child invocation, re-query GitHub state directly — never trust a summary for the stop condition. The orchestrator's `ORCHESTRATOR:DONE` is verified against actual GraphQL / REST responses per the rules in `pr-address`'s "Verify actual count before outputting ORCHESTRATOR:DONE" section.
+
+### **Auto-continue: do NOT end your response between child skills**
+
+`/pr-polish` is a single orchestration task — one invocation drives the PR all the way to merge-ready. When a child `Skill()` call returns control to you:
+
+- Do NOT summarize and stop.
+- Do NOT wait for user confirmation to continue.
+- Immediately, in the same response, perform the next loop step: state diff → decide next action → next `Skill()` call or polling sleep.
+
+The child skill returning is a **loop iteration boundary**, not a conversation turn boundary. You are expected to keep going until one of the exit conditions in the opening section is met (2 consecutive clean polls, `_MAX_ROUNDS` hit, or an unrecoverable error).
+
+If the user needs to approve a risky action mid-loop (e.g., a force-push or a destructive git operation), pause there — but not at the routine "round N finished, round N+1 needed" boundary. Those are silent transitions.
+
+### **Run /pr-polish in the foreground — never in a background agent**
+
+Spawning `/pr-polish` inside an `Agent(subagent_type="general-purpose")` background task **does not work**. Background agents don't inherit the parent's slash-command registry, so `Skill(skill="pr-review")` and `Skill(skill="pr-address")` calls aren't available — the agent has to manually replicate the child skills' logic, which is fragile and tends to stall on the first network or rate-limit hiccup. Symptom: the background task reports `stalled: no progress for 600s` mid-review.
+
+Run `/pr-polish` inline in the foreground conversation. If the user asks for "/pr-polish + /pr-test in parallel", split them: foreground `/pr-polish`, and ONLY then can the test step go to a background agent (because `/pr-test` doesn't itself need to invoke skills).
+
+### **You MUST invoke `Skill(pr-review)` every round — even when bot reviews already exist**
+
+A common failure mode: CodeRabbit / autogpt-reviewer / Sentry have already posted findings on the PR, and the orchestrator skips the `Skill(pr-review)` step on the assumption that "review has been done." That's wrong — the outer loop's purpose is to layer **the agent's own review** on top of the bot reviews, catching issues the bots miss (architecture, naming, cross-file invariants, hidden coupling). If the orchestrator only addresses bot findings without ever running its own review, the loop converges to "bot-clean" but not "agent-reviewed-clean," and the user reasonably asks "did /pr-polish even read the diff?"
+
+**Self-check before reporting `ORCHESTRATOR:DONE`:** confirm at least one `Skill(skill="pr-review")` call appears in the current orchestration. If none, the loop is incomplete — go back and run one round.
+
+## GitHub rate limits
+
+This skill issues many GraphQL calls (one review-thread query per outer iteration plus per-poll queries inside polish polling). Expect the GraphQL budget to be tight on large PRs. When `gh api rate_limit --jq .resources.graphql.remaining` drops below ~200, back off:
+
+- Fall back to REST for reads (flat `/pulls/{N}/comments`, `/pulls/{N}/reviews`, `/issues/{N}/comments`) per the `pr-address` skill's GraphQL-fallback section.
+- Queue thread resolutions (GraphQL-only) until the budget resets; keep making progress on fixes + REST replies meanwhile.
+- `sleep 5` between any batch of ≥20 writes to avoid secondary rate limits.
+
+## Safety valves
+
+- `_MAX_ROUNDS = 10` — if review+address rounds exceed this, stop and escalate to the user with a summary of what's still unresolved. A PR that cannot converge in 10 rounds has systemic issues that need human judgment.
+- After each commit, run `poetry run format` / `pnpm format && pnpm lint && pnpm types` per the target codebase's conventions. A failing format check is CI `failure` that will never self-resolve.
+- Every `/pr-review` round checks for **duplicate** concerns first (via `pr-review`'s own "Fetch existing review comments" step) so the loop does not re-post the same finding that a prior round already resolved.
+
+## Reporting
+
+When the skill finishes (either via two clean polls or hitting `_MAX_ROUNDS`), produce a compact summary:
+
+```
+PR #{N} polish complete ({rounds_completed} rounds):
+- {X} inline threads opened and resolved
+- {Y} CI failures fixed
+- {Z} new commits pushed
+Final state: CI green, {total} threads all resolved, mergeable.
+```
+
+If exiting via `_MAX_ROUNDS`, flag explicitly:
+
+```
+PR #{N} polish stopped at {_MAX_ROUNDS} rounds — NOT merge-ready:
+- {N} threads still unresolved: {titles}
+- CI status: {summary}
+Needs human review.
+```
+
+## When to use this skill
+
+Use when the user says any of:
+- "polish this PR"
+- "keep reviewing and addressing until it's mergeable"
+- "loop /pr-review + /pr-address until done"
+- "make sure the PR is actually merge-ready"
+
+Do **not** use when:
+- User wants just one review pass (→ `/pr-review`).
+- User wants to address already-posted comments without further self-review (→ `/pr-address`).
+- A fixed round count is explicitly requested (e.g., "do 3 rounds") — honour the count instead of converging.

.claude/skills/pr-test/SKILL.md

@@ -5,7 +5,7 @@ user-invocable: true
 argument-hint: "[worktree path or PR number] — tests the PR in the given worktree. Optional flags: --fix (auto-fix issues found)"
 metadata:
   author: autogpt-team
-  version: "2.0.0"
+  version: "2.1.0"
 ---
 
 # Manual E2E Test
@@ -180,6 +180,120 @@ Based on the PR analysis, write a test plan to `$RESULTS_DIR/test-plan.md`:
 
 **Be critical** — include edge cases, error paths, and security checks. Every scenario MUST specify what screenshots to take and what state to verify.
 
+## Step 3.0: Claim the testing lock (coordinate parallel agents)
+
+Multiple worktrees share the same host — Docker infra (postgres, redis, clamav), app ports (3000/8006/…), and the test user. Two agents running `/pr-test` concurrently will corrupt each other's state (connection-pool exhaustion, port binds failing silently, cross-test assertions). Use the root-worktree lock file to take turns.
+
+### Lock file contract
+
+Path (**always** the root worktree so all siblings see it): `$REPO_ROOT/.ign.testing.lock`
+
+Body (one `key=value` per line):
+```
+holder=<pr-XXXXX-purpose>
+pid=<pid-or-"self">
+started=<iso8601>
+heartbeat=<iso8601, updated every ~2 min>
+worktree=<full path>
+branch=<branch name>
+intent=<one-line description + rough duration>
+```
+
+### Claim
+
+```bash
+LOCK=$REPO_ROOT/.ign.testing.lock
+NOW=$(date -u +%Y-%m-%dT%H:%MZ)
+STALE_AFTER_MIN=5
+
+if [ -f "$LOCK" ]; then
+  HB=$(grep '^heartbeat=' "$LOCK" | cut -d= -f2)
+  HB_EPOCH=$(date -j -f '%Y-%m-%dT%H:%MZ' "$HB" +%s 2>/dev/null || date -d "$HB" +%s 2>/dev/null || echo 0)
+  AGE_MIN=$(( ( $(date -u +%s) - HB_EPOCH ) / 60 ))
+  if [ "$AGE_MIN" -gt "$STALE_AFTER_MIN" ]; then
+    echo "WARN: stale lock (${AGE_MIN}m old) — reclaiming"
+    cat "$LOCK" | sed 's/^/  stale: /'
+  else
+    echo "Another agent holds the lock:"; cat "$LOCK"
+    echo "Wait until released or resume after $((STALE_AFTER_MIN - AGE_MIN))m."
+    exit 1
+  fi
+fi
+
+cat > "$LOCK" <<EOF
+holder=pr-${PR_NUMBER}-e2e
+pid=self
+started=$NOW
+heartbeat=$NOW
+worktree=$WORKTREE_PATH
+branch=$(cd $WORKTREE_PATH && git branch --show-current)
+intent=E2E test PR #${PR_NUMBER}, native mode, ~60min
+EOF
+echo "Lock claimed"
+```
+
+### Heartbeat (MUST run in background during the whole test)
+
+Without a heartbeat a crashed agent keeps the lock forever. Run this as a background process right after claim:
+
+```bash
+(while true; do
+   sleep 120
+   [ -f "$LOCK" ] || exit 0   # lock released → exit heartbeat
+   perl -i -pe "s/^heartbeat=.*/heartbeat=$(date -u +%Y-%m-%dT%H:%MZ)/" "$LOCK"
+ done) &
+HEARTBEAT_PID=$!
+echo "$HEARTBEAT_PID" > /tmp/pr-test-heartbeat.pid
+```
+
+### Release (always — even on failure)
+
+```bash
+kill "$HEARTBEAT_PID" 2>/dev/null
+rm -f "$LOCK" /tmp/pr-test-heartbeat.pid
+echo "$(date -u +%Y-%m-%dT%H:%MZ) [pr-${PR_NUMBER}] released lock" \
+    >> $REPO_ROOT/.ign.testing.log
+```
+
+Use a `trap` so release runs even on `exit 1`:
+```bash
+trap 'kill "$HEARTBEAT_PID" 2>/dev/null; rm -f "$LOCK"' EXIT INT TERM
+```
+
+### **Release the lock AS SOON AS the test run is done**
+
+The lock guards **test execution**, not **app lifecycle**. Once Step 5 (record results) and Step 6 (post PR comment) are complete, release the lock IMMEDIATELY — even if:
+
+- The native `poetry run app` / `pnpm dev` processes are still running so the user can keep poking at the app manually.
+- You're leaving docker containers up.
+- You're tailing logs for a minute or two.
+
+Keeping the lock held past the test run is the single most common way `/pr-test` stalls other agents. **The app staying up is orthogonal to the lock; don't conflate them.** Sibling worktrees running their own `/pr-test` will kill the stray processes and free the ports themselves (Step 3c/3e-native handle that) — they just need the lock file gone.
+
+Concretely, the sequence at the end of every `/pr-test` run (success or failure) is:
+
+```bash
+# 1. Write the final report + post PR comment — done above in Step 5/6.
+# 2. Release the lock right now, even if the app is still up.
+kill "$HEARTBEAT_PID" 2>/dev/null
+rm -f "$LOCK" /tmp/pr-test-heartbeat.pid
+echo "$(date -u +%Y-%m-%dT%H:%MZ) [pr-${PR_NUMBER}] released lock (app may still be running)" \
+    >> $REPO_ROOT/.ign.testing.log
+# 3. Optionally leave the app running and note it so the user knows:
+echo "Native stack still running on :3000 / :8006 for manual poking. Kill with:"
+echo "  pkill -9 -f 'poetry run app'; pkill -9 -f 'next-server|next dev'"
+```
+
+If a sibling agent's `/pr-test` needs to take over, it'll do the kill+rebuild dance from Step 3c/3e-native on its own — your only job is to not hold the lock file past the end of your test.
+
+### Shared status log
+
+`$REPO_ROOT/.ign.testing.log` is an append-only channel any agent can read/write. Use it for "I'm waiting", "I'm done, resources free", or post-run notes:
+```bash
+echo "$(date -u +%Y-%m-%dT%H:%MZ) [pr-${PR_NUMBER}] <message>" \
+    >> $REPO_ROOT/.ign.testing.log
+```
+
 ## Step 3: Environment setup
 
 ### 3a. Copy .env files from the root worktree
@@ -248,7 +362,87 @@ docker ps --format "{{.Names}}" | grep -E "rest_server|executor|copilot|websocke
 done
 ```
 
-### 3e. Build and start
+**Native mode also:** when running the app natively (see 3e-native), kill any stray host processes and free the app ports before starting — otherwise `poetry run app` and `pnpm dev` will fail to bind.
+
+```bash
+# Kill stray native app processes from prior runs
+pkill -9 -f "python.*backend" 2>/dev/null || true
+pkill -9 -f "poetry run app" 2>/dev/null || true
+pkill -9 -f "next-server|next dev" 2>/dev/null || true
+
+# Free app ports (errors per port are ignored — port may simply be unused)
+for port in 3000 8006 8001 8002 8005 8008; do
+  lsof -ti :$port -sTCP:LISTEN | xargs -r kill -9 2>/dev/null || true
+done
+```
+
+### 3e-native. Run the app natively (PREFERRED for iterative dev)
+
+Native mode runs infra (postgres, supabase, redis, rabbitmq, clamav) in docker but runs the backend and frontend directly on the host. This avoids the 3-8 minute `docker compose build` cycle on every backend change — code edits are picked up on process restart (seconds) instead of a full image rebuild.
+
+**When to prefer native mode (default for this skill):**
+- Iterative dev/debug loops where you're editing backend or frontend code between test runs
+- Any PR that touches Python/TS source but not Dockerfiles, compose config, or infra images
+- Fast repro of a failing scenario — restart `poetry run app` in a couple of seconds
+
+**When to prefer docker mode (3e fallback):**
+- Testing changes to `Dockerfile`, `docker-compose.yml`, or base images
+- Production-parity smoke tests (exact container env, networking, volumes)
+- CI-equivalent runs where you need the exact image that'll ship
+
+**Note on 3b (copilot auth):** no npm install anywhere. `poetry install` pulls in `claude_agent_sdk`, which ships its own Claude CLI binary — available on `PATH` whenever you run commands via `poetry run` (native) OR whenever the copilot_executor container is built from its Poetry lockfile (docker). The OAuth token extraction still applies (same `refresh_claude_token.sh` call).
+
+**Preamble:** before starting native, run the kill-stray + free-ports block from 3c's "Native mode also" subsection.
+
+**1. Start infra only (one-time per session):**
+
+```bash
+cd $PLATFORM_DIR && docker compose --profile local up deps --detach --remove-orphans --build
+```
+
+This brings up postgres/supabase/redis/rabbitmq/clamav and skips all app services.
+
+**2. Start the backend natively:**
+
+```bash
+cd $BACKEND_DIR && (poetry run app 2>&1 | tee .ign.application.logs) &
+```
+
+`poetry run app` spawns **all** app subprocesses — `rest_server`, `executor`, `copilot_executor`, `websocket`, `scheduler`, `notification_server`, `database_manager` — inside ONE parent process. No separate containers, no separate terminals. The `.ign.application.logs` prefix is already gitignored.
+
+**3. Wait for the backend on :8006 BEFORE starting the frontend.** This ordering matters — the frontend's `pnpm dev` startup invokes `generate-api-queries`, which fetches `/openapi.json` from the backend. If the backend isn't listening yet, `pnpm dev` fails immediately.
+
+```bash
+for i in $(seq 1 60); do
+  if [ "$(curl -s -o /dev/null -w '%{http_code}' http://localhost:8006/docs 2>/dev/null)" = "200" ]; then
+    echo "Backend ready"
+    break
+  fi
+  sleep 2
+done
+```
+
+**4. Start the frontend natively:**
+
+```bash
+cd $FRONTEND_DIR && (pnpm dev 2>&1 | tee .ign.frontend.logs) &
+```
+
+**5. Wait for the frontend on :3000:**
+
+```bash
+for i in $(seq 1 60); do
+  if [ "$(curl -s -o /dev/null -w '%{http_code}' http://localhost:3000 2>/dev/null)" = "200" ]; then
+    echo "Frontend ready"
+    break
+  fi
+  sleep 2
+done
+```
+
+Once both are up, skip 3e/3f and go straight to **3g/3h** (feature flags / test user creation).
+
+### 3e. Build and start (docker — fallback)
 
 ```bash
 cd $PLATFORM_DIR && docker compose build --no-cache 2>&1 | tail -20
@@ -310,6 +504,28 @@ TOKEN=$(curl -s -X POST 'http://localhost:8000/auth/v1/token?grant_type=password
 curl -H "Authorization: Bearer $TOKEN" http://localhost:8006/api/...
 ```
 
+### 3i. Disable onboarding for test user
+
+The frontend redirects to `/onboarding` when the `VISIT_COPILOT` step is not in `completedSteps`.
+Mark it complete via the backend API so every browser test lands on the real feature UI:
+
+```bash
+ONBOARDING_RESULT=$(curl -s --max-time 30 -X POST \
+  "http://localhost:8006/api/onboarding/step?step=VISIT_COPILOT" \
+  -H "Authorization: Bearer $TOKEN")
+echo "Onboarding bypass: $ONBOARDING_RESULT"
+
+# Verify it took effect
+ONBOARDING_STATUS=$(curl -s --max-time 30 \
+  "http://localhost:8006/api/onboarding/completed" \
+  -H "Authorization: Bearer $TOKEN" | jq -r '.is_completed')
+echo "Onboarding completed: $ONBOARDING_STATUS"
+if [ "$ONBOARDING_STATUS" != "true" ]; then
+  echo "ERROR: onboarding bypass failed — browser tests will hit /onboarding instead of the target feature. Investigate before proceeding."
+  exit 1
+fi
+```
+
 ## Step 4: Run tests
 
 ### Service ports reference
@@ -420,6 +636,22 @@ agent-browser --session-name pr-test snapshot | grep "text:"
 
 ### Checking logs
 
+**Native mode:** when running via `poetry run app` + `pnpm dev`, all app logs stream to the `.ign.*.logs` files written by the `tee` pipes in 3e-native. `rest_server`, `executor`, `copilot_executor`, `websocket`, `scheduler`, `notification_server`, and `database_manager` are all subprocesses of the single `poetry run app` parent, so their output is interleaved in `.ign.application.logs`.
+
+```bash
+# Backend (all app subprocesses interleaved)
+tail -f $BACKEND_DIR/.ign.application.logs
+
+# Frontend (Next.js dev server)
+tail -f $FRONTEND_DIR/.ign.frontend.logs
+
+# Filter for errors across either log
+grep -iE "error|exception|traceback" $BACKEND_DIR/.ign.application.logs | tail -20
+grep -iE "error|exception|traceback" $FRONTEND_DIR/.ign.frontend.logs | tail -20
+```
+
+**Docker mode:**
+
 ```bash
 # Backend REST server
 docker logs autogpt_platform-rest_server-1 2>&1 | tail -30
@@ -547,6 +779,21 @@ Upload screenshots to the PR using the GitHub Git API (no local git operations
 
 **This step is MANDATORY. Every test run MUST post a PR comment with screenshots. No exceptions.**
 
+**CRITICAL — NEVER post a bare directory link like `https://github.com/.../tree/...`.** Every screenshot MUST appear as `![name](raw_url)` inline in the PR comment so reviewers can see them without clicking any links. After posting, the verification step below greps the comment for `![` tags and exits 1 if none are found — the test run is considered incomplete until this passes.
+
+**CRITICAL — NEVER paste absolute local paths into the PR comment.** Strings like `/Users/…`, `/home/…`, `C:\…` are useless to every reviewer except you. Before posting, grep the final body for `/Users/`, `/home/`, `/tmp/`, `/private/`, `C:\`, `~/` and either drop those lines entirely or rewrite them as repo-relative paths (`autogpt_platform/backend/…`). The PR comment is an artifact reviewers on GitHub read — it must be self-contained on github.com. Keep local paths in `$RESULTS_DIR/test-report.md` for yourself; only copy the *content* they reference (excerpts, test names, log lines) into the PR comment, not the path.
+
+**Pre-post sanity check** (paste after building the comment body, before `gh api ... comments`):
+
+```bash
+# Reject any local-looking absolute path or home-dir shortcut in the body
+if grep -nE '(^|[^A-Za-z])(/Users/|/home/|/tmp/|/private/|C:\\|~/)[A-Za-z0-9]' "$COMMENT_FILE" ; then
+  echo "ABORT: local filesystem paths detected in PR comment body."
+  echo "Remove or rewrite as repo-relative (autogpt_platform/...) before posting."
+  exit 1
+fi
+```
+
 ```bash
 # Upload screenshots via GitHub Git API (creates blobs, tree, commit, and ref remotely)
 REPO="Significant-Gravitas/AutoGPT"
@@ -584,15 +831,27 @@ TREE_JSON+=']'
 
 # Step 2: Create tree, commit, and branch ref
 TREE_SHA=$(echo "$TREE_JSON" | jq -c '{tree: .}' | gh api "repos/${REPO}/git/trees" --input - --jq '.sha')
-COMMIT_SHA=$(gh api "repos/${REPO}/git/commits" \
-  -f message="test: add E2E test screenshots for PR #${PR_NUMBER}" \
-  -f tree="$TREE_SHA" \
-  --jq '.sha')
+
+# Resolve parent commit so screenshots are chained, not orphan root commits
+PARENT_SHA=$(gh api "repos/${REPO}/git/refs/heads/${SCREENSHOTS_BRANCH}" --jq '.object.sha' 2>/dev/null || echo "")
+if [ -n "$PARENT_SHA" ]; then
+  COMMIT_SHA=$(gh api "repos/${REPO}/git/commits" \
+    -f message="test: add E2E test screenshots for PR #${PR_NUMBER}" \
+    -f tree="$TREE_SHA" \
+    -f "parents[]=$PARENT_SHA" \
+    --jq '.sha')
+else
+  COMMIT_SHA=$(gh api "repos/${REPO}/git/commits" \
+    -f message="test: add E2E test screenshots for PR #${PR_NUMBER}" \
+    -f tree="$TREE_SHA" \
+    --jq '.sha')
+fi
+
 gh api "repos/${REPO}/git/refs" \
   -f ref="refs/heads/${SCREENSHOTS_BRANCH}" \
   -f sha="$COMMIT_SHA" 2>/dev/null \
   || gh api "repos/${REPO}/git/refs/heads/${SCREENSHOTS_BRANCH}" \
-    -X PATCH -f sha="$COMMIT_SHA" -f force=true
+    -X PATCH -f sha="$COMMIT_SHA" -F force=true
 ```
 
 Then post the comment with **inline images AND explanations for each screenshot**:
@@ -658,6 +917,15 @@ INNEREOF
 
 gh api "repos/${REPO}/issues/$PR_NUMBER/comments" -F body=@"$COMMENT_FILE"
 rm -f "$COMMENT_FILE"
+
+# Verify the posted comment contains inline images — exit 1 if none found
+# Use separate --paginate + jq pipe: --jq applies per-page, not to the full list
+LAST_COMMENT=$(gh api "repos/${REPO}/issues/$PR_NUMBER/comments" --paginate 2>/dev/null | jq -r '.[-1].body // ""')
+if ! echo "$LAST_COMMENT" | grep -q '!\['; then
+  echo "ERROR: Posted comment contains no inline images (![). Bare directory links are not acceptable." >&2
+  exit 1
+fi
+echo "✓ Inline images verified in posted comment"
 ```
 
 **The PR comment MUST include:**
@@ -667,6 +935,103 @@ rm -f "$COMMENT_FILE"
 
 This approach uses the GitHub Git API to create blobs, trees, commits, and refs entirely server-side. No local `git checkout` or `git push` — safe for worktrees and won't interfere with the PR branch.
 
+## Step 8: Evaluate and post a formal PR review
+
+After the test comment is posted, evaluate whether the run was thorough enough to make a merge decision, then post a formal GitHub review (approve or request changes). **This step is mandatory — every test run MUST end with a formal review decision.**
+
+### Evaluation criteria
+
+Re-read the PR description:
+```bash
+gh pr view "$PR_NUMBER" --json body --jq '.body' --repo "$REPO"
+```
+
+Score the run against each criterion:
+
+| Criterion | Pass condition |
+|-----------|---------------|
+| **Coverage** | Every feature/change described in the PR has at least one test scenario |
+| **All scenarios pass** | No FAIL rows in the results table |
+| **Negative tests** | At least one failure-path test per feature (invalid input, unauthorized, edge case) |
+| **Before/after evidence** | Every state-changing API call has before/after values logged |
+| **Screenshots are meaningful** | Screenshots show the actual state change, not just a loading spinner or blank page |
+| **No regressions** | Existing core flows (login, agent create/run) still work |
+
+### Decision logic
+
+```
+ALL criteria pass                            → APPROVE
+Any scenario FAIL or missing PR feature      → REQUEST_CHANGES (list gaps)
+Evidence weak (no before/after, vague shots) → REQUEST_CHANGES (list what's missing)
+```
+
+### Post the review
+
+```bash
+REVIEW_FILE=$(mktemp)
+
+# Count results
+PASS_COUNT=$(echo "$TEST_RESULTS_TABLE" | grep -c "PASS" || true)
+FAIL_COUNT=$(echo "$TEST_RESULTS_TABLE" | grep -c "FAIL" || true)
+TOTAL=$(( PASS_COUNT + FAIL_COUNT ))
+
+# List any coverage gaps found during evaluation (populate this array as you assess)
+# e.g. COVERAGE_GAPS=("PR claims to add X but no test covers it")
+COVERAGE_GAPS=()
+```
+
+**If APPROVING** — all criteria met, zero failures, full coverage:
+
+```bash
+cat > "$REVIEW_FILE" <<REVIEWEOF
+## E2E Test Evaluation — APPROVED
+
+**Results:** ${PASS_COUNT}/${TOTAL} scenarios passed.
+
+**Coverage:** All features described in the PR were exercised.
+
+**Evidence:** Before/after API values logged for all state-changing operations; screenshots show meaningful state transitions.
+
+**Negative tests:** Failure paths tested for each feature.
+
+No regressions observed on core flows.
+REVIEWEOF
+
+gh pr review "$PR_NUMBER" --repo "$REPO" --approve --body "$(cat "$REVIEW_FILE")"
+echo "✅ PR approved"
+```
+
+**If REQUESTING CHANGES** — any failure, coverage gap, or missing evidence:
+
+```bash
+FAIL_LIST=$(echo "$TEST_RESULTS_TABLE" | grep "FAIL" | awk -F'|' '{print "- Scenario" $2 "failed"}' || true)
+
+cat > "$REVIEW_FILE" <<REVIEWEOF
+## E2E Test Evaluation — Changes Requested
+
+**Results:** ${PASS_COUNT}/${TOTAL} scenarios passed, ${FAIL_COUNT} failed.
+
+### Required before merge
+
+${FAIL_LIST}
+$(for gap in "${COVERAGE_GAPS[@]}"; do echo "- $gap"; done)
+
+Please fix the above and re-run the E2E tests.
+REVIEWEOF
+
+gh pr review "$PR_NUMBER" --repo "$REPO" --request-changes --body "$(cat "$REVIEW_FILE")"
+echo "❌ Changes requested"
+```
+
+```bash
+rm -f "$REVIEW_FILE"
+```
+
+**Rules:**
+- In `--fix` mode, fix all failures before posting the review — the review reflects the final state after fixes
+- Never approve if any scenario failed, even if it seems like a flake — rerun that scenario first
+- Never request changes for issues already fixed in this run
+
 ## Fix mode (--fix flag)
 
 When `--fix` is present, the standard is HIGHER. Do not just note issues — FIX them immediately.
@@ -734,9 +1099,15 @@ test scenario → find issue (bug OR UX problem) → screenshot broken state
 ### Problem: Frontend shows cookie banner blocking interaction
 **Fix:** `agent-browser click 'text=Accept All'` before other interactions.
 
-### Problem: Container loses npm packages after rebuild
-**Cause:** `docker compose up --build` rebuilds the image, losing runtime installs.
-**Fix:** Add packages to the Dockerfile instead of installing at runtime.
+### Problem: Claude CLI not found in copilot_executor container
+**Symptom:** Copilot logs say `claude: command not found` or similar when starting an SDK turn.
+**Cause:** Image was built without `poetry install` (stale base layer, or Dockerfile bypass). The SDK CLI ships inside the `claude_agent_sdk` Poetry dep — it is NOT an npm package.
+**Fix:** Rebuild the image cleanly: `docker compose build --no-cache copilot_executor && docker compose up -d copilot_executor`. Do NOT `docker exec ... npm install -g @anthropic-ai/claude-code` — that is outdated guidance and will pollute the container with a second CLI that the SDK won't use.
+
+### Problem: agent-browser screenshot hangs / times out
+**Symptom:** `agent-browser screenshot` exits with code 124 even on `about:blank`.
+**Cause:** Stuck CDP connection or Chromium process tree. Seen on macOS when a prior `/pr-test` left a zombie Chrome for Testing.
+**Fix:** `pkill -9 -f "agent-browser|chromium|Chrome for Testing" && sleep 2`, then reopen the browser with a fresh `--session-name`. If still failing, verify via `agent-browser eval` + `agent-browser snapshot` (DOM state) instead of relying on PNGs — the feature under test is the same.
 
 ### Problem: Services not starting after `docker compose up`
 **Fix:** Wait and check health: `docker compose ps`. Common cause: migration hasn't finished. Check: `docker logs autogpt_platform-migrate-1 2>&1 | tail -5`. If supabase-db isn't healthy: `docker restart supabase-db && sleep 10`.

.claude/skills/write-frontend-tests/SKILL.md

@@ -0,0 +1,225 @@
+---
+name: write-frontend-tests
+description: "Analyze the current branch diff against dev, plan integration tests for changed frontend pages/components, and write them. TRIGGER when user asks to write frontend tests, add test coverage, or 'write tests for my changes'."
+user-invocable: true
+args: "[base branch] — defaults to dev. Optionally pass a specific base branch to diff against."
+metadata:
+  author: autogpt-team
+  version: "1.0.0"
+---
+
+# Write Frontend Tests
+
+Analyze the current branch's frontend changes, plan integration tests, and write them.
+
+## References
+
+Before writing any tests, read the testing rules and conventions:
+
+- `autogpt_platform/frontend/TESTING.md` — testing strategy, file locations, examples
+- `autogpt_platform/frontend/src/tests/AGENTS.md` — detailed testing rules, MSW patterns, decision flowchart
+- `autogpt_platform/frontend/src/tests/integrations/test-utils.tsx` — custom render with providers
+- `autogpt_platform/frontend/src/tests/integrations/vitest.setup.tsx` — MSW server setup
+
+## Step 1: Identify changed frontend files
+
+```bash
+BASE_BRANCH="${ARGUMENTS:-dev}"
+cd autogpt_platform/frontend
+
+# Get changed frontend files (excluding generated, config, and test files)
+git diff "$BASE_BRANCH"...HEAD --name-only -- src/ \
+  | grep -v '__generated__' \
+  | grep -v '__tests__' \
+  | grep -v '\.test\.' \
+  | grep -v '\.stories\.' \
+  | grep -v '\.spec\.'
+```
+
+Also read the diff to understand what changed:
+
+```bash
+git diff "$BASE_BRANCH"...HEAD --stat -- src/
+git diff "$BASE_BRANCH"...HEAD -- src/ | head -500
+```
+
+## Step 2: Categorize changes and find test targets
+
+For each changed file, determine:
+
+1. **Is it a page?** (`page.tsx`) — these are the primary test targets
+2. **Is it a hook?** (`use*.ts`) — test via the page/component that uses it; avoid direct `renderHook()` tests unless it is a shared reusable hook with standalone business logic
+3. **Is it a component?** (`.tsx` in `components/`) — test via the parent page unless it's complex enough to warrant isolation
+4. **Is it a helper?** (`helpers.ts`, `utils.ts`) — unit test directly if pure logic
+
+**Priority order:**
+
+1. Pages with new/changed data fetching or user interactions
+2. Components with complex internal logic (modals, forms, wizards)
+3. Shared hooks with standalone business logic when UI-level coverage is impractical
+4. Pure helper functions
+
+Skip: styling-only changes, type-only changes, config changes.
+
+## Step 3: Check for existing tests
+
+For each test target, check if tests already exist:
+
+```bash
+# For a page at src/app/(platform)/library/page.tsx
+ls src/app/\(platform\)/library/__tests__/ 2>/dev/null
+
+# For a component at src/app/(platform)/library/components/AgentCard/AgentCard.tsx
+ls src/app/\(platform\)/library/components/AgentCard/__tests__/ 2>/dev/null
+```
+
+Note which targets have no tests (need new files) vs which have tests that need updating.
+
+## Step 4: Identify API endpoints used
+
+For each test target, find which API hooks are used:
+
+```bash
+# Find generated API hook imports in the changed files
+grep -rn 'from.*__generated__/endpoints' src/app/\(platform\)/library/
+grep -rn 'use[A-Z].*V[12]' src/app/\(platform\)/library/
+```
+
+For each API hook found, locate the corresponding MSW handler:
+
+```bash
+# If the page uses useGetV2ListLibraryAgents, find its MSW handlers
+grep -rn 'getGetV2ListLibraryAgents.*Handler' src/app/api/__generated__/endpoints/library/library.msw.ts
+```
+
+List every MSW handler you will need (200 for happy path, 4xx for error paths).
+
+## Step 5: Write the test plan
+
+Before writing code, output a plan as a numbered list:
+
+```
+Test plan for [branch name]:
+
+1. src/app/(platform)/library/__tests__/main.test.tsx (NEW)
+   - Renders page with agent list (MSW 200)
+   - Shows loading state
+   - Shows error state (MSW 422)
+   - Handles empty agent list
+
+2. src/app/(platform)/library/__tests__/search.test.tsx (NEW)
+   - Filters agents by search query
+   - Shows no results message
+   - Clears search
+
+3. src/app/(platform)/library/components/AgentCard/__tests__/AgentCard.test.tsx (UPDATE)
+   - Add test for new "duplicate" action
+```
+
+Present this plan to the user. Wait for confirmation before proceeding. If the user has feedback, adjust the plan.
+
+## Step 6: Write the tests
+
+For each test file in the plan, follow these conventions:
+
+### File structure
+
+```tsx
+import { render, screen, waitFor } from "@/tests/integrations/test-utils";
+import { server } from "@/mocks/mock-server";
+// Import MSW handlers for endpoints the page uses
+import {
+  getGetV2ListLibraryAgentsMockHandler200,
+  getGetV2ListLibraryAgentsMockHandler422,
+} from "@/app/api/__generated__/endpoints/library/library.msw";
+// Import the component under test
+import LibraryPage from "../page";
+
+describe("LibraryPage", () => {
+  test("renders agent list from API", async () => {
+    server.use(getGetV2ListLibraryAgentsMockHandler200());
+
+    render(<LibraryPage />);
+
+    expect(await screen.findByText(/my agents/i)).toBeDefined();
+  });
+
+  test("shows error state on API failure", async () => {
+    server.use(getGetV2ListLibraryAgentsMockHandler422());
+
+    render(<LibraryPage />);
+
+    expect(await screen.findByText(/error/i)).toBeDefined();
+  });
+});
+```
+
+### Rules
+
+- Use `render()` from `@/tests/integrations/test-utils` (NOT from `@testing-library/react` directly)
+- Use `server.use()` to set up MSW handlers BEFORE rendering
+- Use `findBy*` (async) for elements that appear after data fetching — NOT `getBy*`
+- Use `getBy*` only for elements that are immediately present in the DOM
+- Use `screen` queries — do NOT destructure from `render()`
+- Use `waitFor` when asserting side effects or state changes after interactions
+- Import `fireEvent` or `userEvent` from the test-utils for interactions
+- Do NOT mock internal hooks or functions — mock at the API boundary via MSW
+- Prefer Orval-generated MSW handlers and response builders over hand-built API response objects
+- Do NOT use `act()` manually — `render` and `fireEvent` handle it
+- Keep tests focused: one behavior per test
+- Use descriptive test names that read like sentences
+
+### Test location
+
+```
+# For pages: __tests__/ next to page.tsx
+src/app/(platform)/library/__tests__/main.test.tsx
+
+# For complex standalone components: __tests__/ inside component folder
+src/app/(platform)/library/components/AgentCard/__tests__/AgentCard.test.tsx
+
+# For pure helpers: co-located .test.ts
+src/app/(platform)/library/helpers.test.ts
+```
+
+### Custom MSW overrides
+
+When the auto-generated faker data is not enough, override with specific data:
+
+```tsx
+import { http, HttpResponse } from "msw";
+
+server.use(
+  http.get("http://localhost:3000/api/proxy/api/v2/library/agents", () => {
+    return HttpResponse.json({
+      agents: [{ id: "1", name: "Test Agent", description: "A test agent" }],
+      pagination: { total_items: 1, total_pages: 1, page: 1, page_size: 10 },
+    });
+  }),
+);
+```
+
+Use the proxy URL pattern: `http://localhost:3000/api/proxy/api/v{version}/{path}` — this matches the MSW base URL configured in `orval.config.ts`.
+
+## Step 7: Run and verify
+
+After writing all tests:
+
+```bash
+cd autogpt_platform/frontend
+pnpm test:unit --reporter=verbose
+```
+
+If tests fail:
+
+1. Read the error output carefully
+2. Fix the test (not the source code, unless there is a genuine bug)
+3. Re-run until all pass
+
+Then run the full checks:
+
+```bash
+pnpm format
+pnpm lint
+pnpm types
+```

.github/workflows/classic-autogpt-ci.yml

@@ -6,11 +6,19 @@ on:
     paths:
       - '.github/workflows/classic-autogpt-ci.yml'
       - 'classic/original_autogpt/**'
+      - 'classic/direct_benchmark/**'
+      - 'classic/forge/**'
+      - 'classic/pyproject.toml'
+      - 'classic/poetry.lock'
   pull_request:
     branches: [ master, dev, release-* ]
     paths:
       - '.github/workflows/classic-autogpt-ci.yml'
       - 'classic/original_autogpt/**'
+      - 'classic/direct_benchmark/**'
+      - 'classic/forge/**'
+      - 'classic/pyproject.toml'
+      - 'classic/poetry.lock'
 
 concurrency:
   group: ${{ format('classic-autogpt-ci-{0}', github.head_ref && format('{0}-{1}', github.event_name, github.event.pull_request.number) || github.sha) }}
@@ -19,47 +27,22 @@ concurrency:
 defaults:
   run:
     shell: bash
-    working-directory: classic/original_autogpt
+    working-directory: classic
 
 jobs:
   test:
     permissions:
       contents: read
     timeout-minutes: 30
-    strategy:
-      fail-fast: false
-      matrix:
-        python-version: ["3.10"]
-        platform-os: [ubuntu, macos, macos-arm64, windows]
-    runs-on: ${{ matrix.platform-os != 'macos-arm64' && format('{0}-latest', matrix.platform-os) || 'macos-14' }}
+    runs-on: ubuntu-latest
 
     steps:
-      # Quite slow on macOS (2~4 minutes to set up Docker)
-      # - name: Set up Docker (macOS)
-      #   if: runner.os == 'macOS'
-      #   uses: crazy-max/ghaction-setup-docker@v3
-
-      - name: Start MinIO service (Linux)
-        if: runner.os == 'Linux'
+      - name: Start MinIO service
         working-directory: '.'
         run: |
           docker pull minio/minio:edge-cicd
           docker run -d -p 9000:9000 minio/minio:edge-cicd
 
-      - name: Start MinIO service (macOS)
-        if: runner.os == 'macOS'
-        working-directory: ${{ runner.temp }}
-        run: |
-          brew install minio/stable/minio
-          mkdir data
-          minio server ./data &
-
-      # No MinIO on Windows:
-      # - Windows doesn't support running Linux Docker containers
-      # - It doesn't seem possible to start background processes on Windows. They are
-      #   killed after the step returns.
-      #   See: https://github.com/actions/runner/issues/598#issuecomment-2011890429
-
       - name: Checkout repository
         uses: actions/checkout@v4
         with:
@@ -71,41 +54,23 @@ jobs:
           git config --global user.name "Auto-GPT-Bot"
           git config --global user.email "github-bot@agpt.co"
 
-      - name: Set up Python ${{ matrix.python-version }}
+      - name: Set up Python 3.12
         uses: actions/setup-python@v5
         with:
-          python-version: ${{ matrix.python-version }}
+          python-version: "3.12"
 
       - id: get_date
         name: Get date
         run: echo "date=$(date +'%Y-%m-%d')" >> $GITHUB_OUTPUT
 
       - name: Set up Python dependency cache
-        # On Windows, unpacking cached dependencies takes longer than just installing them
-        if: runner.os != 'Windows'
         uses: actions/cache@v4
         with:
-          path: ${{ runner.os == 'macOS' && '~/Library/Caches/pypoetry' || '~/.cache/pypoetry' }}
-          key: poetry-${{ runner.os }}-${{ hashFiles('classic/original_autogpt/poetry.lock') }}
+          path: ~/.cache/pypoetry
+          key: poetry-${{ runner.os }}-${{ hashFiles('classic/poetry.lock') }}
 
-      - name: Install Poetry (Unix)
-        if: runner.os != 'Windows'
-        run: |
-          curl -sSL https://install.python-poetry.org | python3 -
-
-          if [ "${{ runner.os }}" = "macOS" ]; then
-            PATH="$HOME/.local/bin:$PATH"
-            echo "$HOME/.local/bin" >> $GITHUB_PATH
-          fi
-
-      - name: Install Poetry (Windows)
-        if: runner.os == 'Windows'
-        shell: pwsh
-        run: |
-          (Invoke-WebRequest -Uri https://install.python-poetry.org -UseBasicParsing).Content | python -
-
-          $env:PATH += ";$env:APPDATA\Python\Scripts"
-          echo "$env:APPDATA\Python\Scripts" >> $env:GITHUB_PATH
+      - name: Install Poetry
+        run: curl -sSL https://install.python-poetry.org | python3 -
 
       - name: Install Python dependencies
         run: poetry install
@@ -116,12 +81,13 @@ jobs:
             --cov=autogpt --cov-branch --cov-report term-missing --cov-report xml \
             --numprocesses=logical --durations=10 \
             --junitxml=junit.xml -o junit_family=legacy \
-            tests/unit tests/integration
+            original_autogpt/tests/unit original_autogpt/tests/integration
         env:
           CI: true
           PLAIN_OUTPUT: True
           OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
-          S3_ENDPOINT_URL: ${{ runner.os != 'Windows' && 'http://127.0.0.1:9000' || '' }}
+          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
+          S3_ENDPOINT_URL: http://127.0.0.1:9000
           AWS_ACCESS_KEY_ID: minioadmin
           AWS_SECRET_ACCESS_KEY: minioadmin
 
@@ -135,11 +101,11 @@ jobs:
         uses: codecov/codecov-action@v5
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
-          flags: autogpt-agent,${{ runner.os }}
+          flags: autogpt-agent
 
       - name: Upload logs to artifact
         if: always()
         uses: actions/upload-artifact@v4
         with:
           name: test-logs
-          path: classic/original_autogpt/logs/
+          path: classic/logs/

.github/workflows/classic-autogpt-docker-ci.yml

@@ -148,7 +148,7 @@ jobs:
             --entrypoint poetry ${{ env.IMAGE_NAME }} run \
             pytest -v --cov=autogpt --cov-branch --cov-report term-missing \
             --numprocesses=4 --durations=10 \
-            tests/unit tests/integration 2>&1 | tee test_output.txt
+            original_autogpt/tests/unit original_autogpt/tests/integration 2>&1 | tee test_output.txt
 
           test_failure=${PIPESTATUS[0]}
 

.github/workflows/classic-autogpts-ci.yml

@@ -10,10 +10,9 @@ on:
       - '.github/workflows/classic-autogpts-ci.yml'
       - 'classic/original_autogpt/**'
       - 'classic/forge/**'
-      - 'classic/benchmark/**'
-      - 'classic/run'
-      - 'classic/cli.py'
-      - 'classic/setup.py'
+      - 'classic/direct_benchmark/**'
+      - 'classic/pyproject.toml'
+      - 'classic/poetry.lock'
       - '!**/*.md'
   pull_request:
     branches: [ master, dev, release-* ]
@@ -21,10 +20,9 @@ on:
       - '.github/workflows/classic-autogpts-ci.yml'
       - 'classic/original_autogpt/**'
       - 'classic/forge/**'
-      - 'classic/benchmark/**'
-      - 'classic/run'
-      - 'classic/cli.py'
-      - 'classic/setup.py'
+      - 'classic/direct_benchmark/**'
+      - 'classic/pyproject.toml'
+      - 'classic/poetry.lock'
       - '!**/*.md'
 
 defaults:
@@ -35,13 +33,9 @@ defaults:
 jobs:
   serve-agent-protocol:
     runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        agent-name: [ original_autogpt ]
-      fail-fast: false
     timeout-minutes: 20
     env:
-      min-python-version: '3.10'
+      min-python-version: '3.12'
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
@@ -55,22 +49,22 @@ jobs:
           python-version: ${{ env.min-python-version }}
 
       - name: Install Poetry
-        working-directory: ./classic/${{ matrix.agent-name }}/
         run: |
           curl -sSL https://install.python-poetry.org | python -
 
-      - name: Run regression tests
+      - name: Install dependencies
+        run: poetry install
+
+      - name: Run smoke tests with direct-benchmark
         run: |
-          ./run agent start ${{ matrix.agent-name }}
-          cd ${{ matrix.agent-name }}
-          poetry run agbenchmark --mock --test=BasicRetrieval --test=Battleship --test=WebArenaTask_0
-          poetry run agbenchmark --test=WriteFile
+          poetry run direct-benchmark run \
+            --strategies one_shot \
+            --models claude \
+            --tests ReadFile,WriteFile \
+            --json
         env:
           OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
-          AGENT_NAME: ${{ matrix.agent-name }}
+          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
           REQUESTS_CA_BUNDLE: /etc/ssl/certs/ca-certificates.crt
-          HELICONE_CACHE_ENABLED: false
-          HELICONE_PROPERTY_AGENT: ${{ matrix.agent-name }}
-          REPORTS_FOLDER: ${{ format('../../reports/{0}', matrix.agent-name) }}
-          TELEMETRY_ENVIRONMENT: autogpt-ci
-          TELEMETRY_OPT_IN: ${{ github.ref_name == 'master' }}
+          NONINTERACTIVE_MODE: "true"
+          CI: true

.github/workflows/classic-benchmark-ci.yml

@@ -1,18 +1,24 @@
-name: Classic - AGBenchmark CI
+name: Classic - Direct Benchmark CI
 
 on:
   push:
     branches: [ master, dev, ci-test* ]
     paths:
-      - 'classic/benchmark/**'
-      - '!classic/benchmark/reports/**'
+      - 'classic/direct_benchmark/**'
+      - 'classic/original_autogpt/**'
+      - 'classic/forge/**'
       - .github/workflows/classic-benchmark-ci.yml
+      - 'classic/pyproject.toml'
+      - 'classic/poetry.lock'
   pull_request:
     branches: [ master, dev, release-* ]
     paths:
-      - 'classic/benchmark/**'
-      - '!classic/benchmark/reports/**'
+      - 'classic/direct_benchmark/**'
+      - 'classic/original_autogpt/**'
+      - 'classic/forge/**'
       - .github/workflows/classic-benchmark-ci.yml
+      - 'classic/pyproject.toml'
+      - 'classic/poetry.lock'
 
 concurrency:
   group: ${{ format('benchmark-ci-{0}', github.head_ref && format('{0}-{1}', github.event_name, github.event.pull_request.number) || github.sha) }}
@@ -23,95 +29,16 @@ defaults:
     shell: bash
 
 env:
-  min-python-version: '3.10'
+  min-python-version: '3.12'
 
 jobs:
-  test:
-    permissions:
-      contents: read
+  benchmark-tests:
+    runs-on: ubuntu-latest
     timeout-minutes: 30
-    strategy:
-      fail-fast: false
-      matrix:
-        python-version: ["3.10"]
-        platform-os: [ubuntu, macos, macos-arm64, windows]
-    runs-on: ${{ matrix.platform-os != 'macos-arm64' && format('{0}-latest', matrix.platform-os) || 'macos-14' }}
     defaults:
       run:
         shell: bash
-        working-directory: classic/benchmark
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-          submodules: true
-
-      - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v5
-        with:
-          python-version: ${{ matrix.python-version }}
-
-      - name: Set up Python dependency cache
-        # On Windows, unpacking cached dependencies takes longer than just installing them
-        if: runner.os != 'Windows'
-        uses: actions/cache@v4
-        with:
-          path: ${{ runner.os == 'macOS' && '~/Library/Caches/pypoetry' || '~/.cache/pypoetry' }}
-          key: poetry-${{ runner.os }}-${{ hashFiles('classic/benchmark/poetry.lock') }}
-
-      - name: Install Poetry (Unix)
-        if: runner.os != 'Windows'
-        run: |
-          curl -sSL https://install.python-poetry.org | python3 -
-
-          if [ "${{ runner.os }}" = "macOS" ]; then
-            PATH="$HOME/.local/bin:$PATH"
-            echo "$HOME/.local/bin" >> $GITHUB_PATH
-          fi
-
-      - name: Install Poetry (Windows)
-        if: runner.os == 'Windows'
-        shell: pwsh
-        run: |
-          (Invoke-WebRequest -Uri https://install.python-poetry.org -UseBasicParsing).Content | python -
-
-          $env:PATH += ";$env:APPDATA\Python\Scripts"
-          echo "$env:APPDATA\Python\Scripts" >> $env:GITHUB_PATH
-
-      - name: Install Python dependencies
-        run: poetry install
-
-      - name: Run pytest with coverage
-        run: |
-          poetry run pytest -vv \
-            --cov=agbenchmark --cov-branch --cov-report term-missing --cov-report xml \
-            --durations=10 \
-            --junitxml=junit.xml -o junit_family=legacy \
-            tests
-        env:
-          CI: true
-          OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
-
-      - name: Upload test results to Codecov
-        if: ${{ !cancelled() }}  # Run even if tests fail
-        uses: codecov/test-results-action@v1
-        with:
-          token: ${{ secrets.CODECOV_TOKEN }}
-
-      - name: Upload coverage reports to Codecov
-        uses: codecov/codecov-action@v5
-        with:
-          token: ${{ secrets.CODECOV_TOKEN }}
-          flags: agbenchmark,${{ runner.os }}
-
-  self-test-with-agent:
-    runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        agent-name: [forge]
-      fail-fast: false
-    timeout-minutes: 20
+        working-directory: classic
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
@@ -124,53 +51,120 @@ jobs:
         with:
           python-version: ${{ env.min-python-version }}
 
+      - name: Set up Python dependency cache
+        uses: actions/cache@v4
+        with:
+          path: ~/.cache/pypoetry
+          key: poetry-${{ runner.os }}-${{ hashFiles('classic/poetry.lock') }}
+
       - name: Install Poetry
         run: |
-          curl -sSL https://install.python-poetry.org | python -
+          curl -sSL https://install.python-poetry.org | python3 -
+
+      - name: Install dependencies
+        run: poetry install
+
+      - name: Run basic benchmark tests
+        run: |
+          echo "Testing ReadFile challenge with one_shot strategy..."
+          poetry run direct-benchmark run \
+            --fresh \
+            --strategies one_shot \
+            --models claude \
+            --tests ReadFile \
+            --json
+
+          echo "Testing WriteFile challenge..."
+          poetry run direct-benchmark run \
+            --fresh \
+            --strategies one_shot \
+            --models claude \
+            --tests WriteFile \
+            --json
+        env:
+          CI: true
+          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
+          OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
+          NONINTERACTIVE_MODE: "true"
+
+      - name: Test category filtering
+        run: |
+          echo "Testing coding category..."
+          poetry run direct-benchmark run \
+            --fresh \
+            --strategies one_shot \
+            --models claude \
+            --categories coding \
+            --tests ReadFile,WriteFile \
+            --json
+        env:
+          CI: true
+          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
+          OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
+          NONINTERACTIVE_MODE: "true"
+
+      - name: Test multiple strategies
+        run: |
+          echo "Testing multiple strategies..."
+          poetry run direct-benchmark run \
+            --fresh \
+            --strategies one_shot,plan_execute \
+            --models claude \
+            --tests ReadFile \
+            --parallel 2 \
+            --json
+        env:
+          CI: true
+          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
+          OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
+          NONINTERACTIVE_MODE: "true"
+
+  # Run regression tests on maintain challenges
+  regression-tests:
+    runs-on: ubuntu-latest
+    timeout-minutes: 45
+    if: github.ref == 'refs/heads/master' || github.ref == 'refs/heads/dev'
+    defaults:
+      run:
+        shell: bash
+        working-directory: classic
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+          submodules: true
+
+      - name: Set up Python ${{ env.min-python-version }}
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ env.min-python-version }}
+
+      - name: Set up Python dependency cache
+        uses: actions/cache@v4
+        with:
+          path: ~/.cache/pypoetry
+          key: poetry-${{ runner.os }}-${{ hashFiles('classic/poetry.lock') }}
+
+      - name: Install Poetry
+        run: |
+          curl -sSL https://install.python-poetry.org | python3 -
+
+      - name: Install dependencies
+        run: poetry install
 
       - name: Run regression tests
-        working-directory: classic
         run: |
-          ./run agent start ${{ matrix.agent-name }}
-          cd ${{ matrix.agent-name }}
-
-          set +e # Ignore non-zero exit codes and continue execution
-          echo "Running the following command: poetry run agbenchmark --maintain --mock"
-          poetry run agbenchmark --maintain --mock
-          EXIT_CODE=$?
-          set -e  # Stop ignoring non-zero exit codes
-          # Check if the exit code was 5, and if so, exit with 0 instead
-          if [ $EXIT_CODE -eq 5 ]; then
-            echo "regression_tests.json is empty."
-          fi
-
-          echo "Running the following command: poetry run agbenchmark --mock"
-          poetry run agbenchmark --mock
-
-          echo "Running the following command: poetry run agbenchmark --mock --category=data"
-          poetry run agbenchmark --mock --category=data
-
-          echo "Running the following command: poetry run agbenchmark --mock --category=coding"
-          poetry run agbenchmark --mock --category=coding
-
-          # echo "Running the following command: poetry run agbenchmark --test=WriteFile"
-          # poetry run agbenchmark --test=WriteFile
-          cd ../benchmark
-          poetry install
-          echo "Adding the BUILD_SKILL_TREE environment variable. This will attempt to add new elements in the skill tree. If new elements are added, the CI fails because they should have been pushed"
-          export BUILD_SKILL_TREE=true
-
-          # poetry run agbenchmark --mock
-
-          # CHANGED=$(git diff --name-only | grep -E '(agbenchmark/challenges)|(../classic/frontend/assets)') || echo "No diffs"
-          # if [ ! -z "$CHANGED" ]; then
-          #   echo "There are unstaged changes please run agbenchmark and commit those changes since they are needed."
-          #   echo "$CHANGED"
-          #   exit 1
-          # else
-          #   echo "No unstaged changes."
-          # fi
+          echo "Running regression tests (previously beaten challenges)..."
+          poetry run direct-benchmark run \
+            --fresh \
+            --strategies one_shot \
+            --models claude \
+            --maintain \
+            --parallel 4 \
+            --json
         env:
+          CI: true
+          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
           OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
-          TELEMETRY_ENVIRONMENT: autogpt-benchmark-ci
-          TELEMETRY_OPT_IN: ${{ github.ref_name == 'master' }}
+          NONINTERACTIVE_MODE: "true"

.github/workflows/classic-forge-ci.yml

@@ -6,13 +6,15 @@ on:
     paths:
       - '.github/workflows/classic-forge-ci.yml'
       - 'classic/forge/**'
-      - '!classic/forge/tests/vcr_cassettes'
+      - 'classic/pyproject.toml'
+      - 'classic/poetry.lock'
   pull_request:
     branches: [ master, dev, release-* ]
     paths:
       - '.github/workflows/classic-forge-ci.yml'
       - 'classic/forge/**'
-      - '!classic/forge/tests/vcr_cassettes'
+      - 'classic/pyproject.toml'
+      - 'classic/poetry.lock'
 
 concurrency:
   group: ${{ format('forge-ci-{0}', github.head_ref && format('{0}-{1}', github.event_name, github.event.pull_request.number) || github.sha) }}
@@ -21,131 +23,60 @@ concurrency:
 defaults:
   run:
     shell: bash
-    working-directory: classic/forge
+    working-directory: classic
 
 jobs:
   test:
     permissions:
       contents: read
     timeout-minutes: 30
-    strategy:
-      fail-fast: false
-      matrix:
-        python-version: ["3.10"]
-        platform-os: [ubuntu, macos, macos-arm64, windows]
-    runs-on: ${{ matrix.platform-os != 'macos-arm64' && format('{0}-latest', matrix.platform-os) || 'macos-14' }}
+    runs-on: ubuntu-latest
 
     steps:
-      # Quite slow on macOS (2~4 minutes to set up Docker)
-      # - name: Set up Docker (macOS)
-      #   if: runner.os == 'macOS'
-      #   uses: crazy-max/ghaction-setup-docker@v3
-
-      - name: Start MinIO service (Linux)
-        if: runner.os == 'Linux'
+      - name: Start MinIO service
         working-directory: '.'
         run: |
           docker pull minio/minio:edge-cicd
           docker run -d -p 9000:9000 minio/minio:edge-cicd
 
-      - name: Start MinIO service (macOS)
-        if: runner.os == 'macOS'
-        working-directory: ${{ runner.temp }}
-        run: |
-          brew install minio/stable/minio
-          mkdir data
-          minio server ./data &
-
-      # No MinIO on Windows:
-      # - Windows doesn't support running Linux Docker containers
-      # - It doesn't seem possible to start background processes on Windows. They are
-      #   killed after the step returns.
-      #   See: https://github.com/actions/runner/issues/598#issuecomment-2011890429
-
       - name: Checkout repository
         uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-          submodules: true
 
-      - name: Checkout cassettes
-        if: ${{ startsWith(github.event_name, 'pull_request') }}
-        env:
-          PR_BASE: ${{ github.event.pull_request.base.ref }}
-          PR_BRANCH: ${{ github.event.pull_request.head.ref }}
-          PR_AUTHOR: ${{ github.event.pull_request.user.login }}
-        run: |
-          cassette_branch="${PR_AUTHOR}-${PR_BRANCH}"
-          cassette_base_branch="${PR_BASE}"
-          cd tests/vcr_cassettes
-
-          if ! git ls-remote --exit-code --heads origin $cassette_base_branch ; then
-            cassette_base_branch="master"
-          fi
-
-          if git ls-remote --exit-code --heads origin $cassette_branch ; then
-            git fetch origin $cassette_branch
-            git fetch origin $cassette_base_branch
-
-            git checkout $cassette_branch
-
-            # Pick non-conflicting cassette updates from the base branch
-            git merge --no-commit --strategy-option=ours origin/$cassette_base_branch
-            echo "Using cassettes from mirror branch '$cassette_branch'," \
-              "synced to upstream branch '$cassette_base_branch'."
-          else
-            git checkout -b $cassette_branch
-            echo "Branch '$cassette_branch' does not exist in cassette submodule." \
-              "Using cassettes from '$cassette_base_branch'."
-          fi
-
-      - name: Set up Python ${{ matrix.python-version }}
+      - name: Set up Python 3.12
         uses: actions/setup-python@v5
         with:
-          python-version: ${{ matrix.python-version }}
+          python-version: "3.12"
 
       - name: Set up Python dependency cache
-        # On Windows, unpacking cached dependencies takes longer than just installing them
-        if: runner.os != 'Windows'
         uses: actions/cache@v4
         with:
-          path: ${{ runner.os == 'macOS' && '~/Library/Caches/pypoetry' || '~/.cache/pypoetry' }}
-          key: poetry-${{ runner.os }}-${{ hashFiles('classic/forge/poetry.lock') }}
+          path: ~/.cache/pypoetry
+          key: poetry-${{ runner.os }}-${{ hashFiles('classic/poetry.lock') }}
 
-      - name: Install Poetry (Unix)
-        if: runner.os != 'Windows'
-        run: |
-          curl -sSL https://install.python-poetry.org | python3 -
-
-          if [ "${{ runner.os }}" = "macOS" ]; then
-            PATH="$HOME/.local/bin:$PATH"
-            echo "$HOME/.local/bin" >> $GITHUB_PATH
-          fi
-
-      - name: Install Poetry (Windows)
-        if: runner.os == 'Windows'
-        shell: pwsh
-        run: |
-          (Invoke-WebRequest -Uri https://install.python-poetry.org -UseBasicParsing).Content | python -
-
-          $env:PATH += ";$env:APPDATA\Python\Scripts"
-          echo "$env:APPDATA\Python\Scripts" >> $env:GITHUB_PATH
+      - name: Install Poetry
+        run: curl -sSL https://install.python-poetry.org | python3 -
 
       - name: Install Python dependencies
         run: poetry install
 
+      - name: Install Playwright browsers
+        run: poetry run playwright install chromium
+
       - name: Run pytest with coverage
         run: |
           poetry run pytest -vv \
             --cov=forge --cov-branch --cov-report term-missing --cov-report xml \
             --durations=10 \
             --junitxml=junit.xml -o junit_family=legacy \
-            forge
+            forge/forge forge/tests
         env:
           CI: true
           PLAIN_OUTPUT: True
+          # API keys - tests that need these will skip if not available
+          # Secrets are not available to fork PRs (GitHub security feature)
           OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
-          S3_ENDPOINT_URL: ${{ runner.os != 'Windows' && 'http://127.0.0.1:9000' || '' }}
+          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
+          S3_ENDPOINT_URL: http://127.0.0.1:9000
           AWS_ACCESS_KEY_ID: minioadmin
           AWS_SECRET_ACCESS_KEY: minioadmin
 
@@ -159,85 +90,11 @@ jobs:
         uses: codecov/codecov-action@v5
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
-          flags: forge,${{ runner.os }}
-
-      - id: setup_git_auth
-        name: Set up git token authentication
-        # Cassettes may be pushed even when tests fail
-        if: success() || failure()
-        run: |
-          config_key="http.${{ github.server_url }}/.extraheader"
-          if [ "${{ runner.os }}" = 'macOS' ]; then
-            base64_pat=$(echo -n "pat:${{ secrets.PAT_REVIEW }}" | base64)
-          else
-            base64_pat=$(echo -n "pat:${{ secrets.PAT_REVIEW }}" | base64 -w0)
-          fi
-
-          git config "$config_key" \
-            "Authorization: Basic $base64_pat"
-
-          cd tests/vcr_cassettes
-          git config "$config_key" \
-            "Authorization: Basic $base64_pat"
-
-          echo "config_key=$config_key" >> $GITHUB_OUTPUT
-
-      - id: push_cassettes
-        name: Push updated cassettes
-        # For pull requests, push updated cassettes even when tests fail
-        if: github.event_name == 'push' || (! github.event.pull_request.head.repo.fork && (success() || failure()))
-        env:
-          PR_BRANCH: ${{ github.event.pull_request.head.ref }}
-          PR_AUTHOR: ${{ github.event.pull_request.user.login }}
-        run: |
-          if [ "${{ startsWith(github.event_name, 'pull_request') }}" = "true" ]; then
-            is_pull_request=true
-            cassette_branch="${PR_AUTHOR}-${PR_BRANCH}"
-          else
-            cassette_branch="${{ github.ref_name }}"
-          fi
-
-          cd tests/vcr_cassettes
-          # Commit & push changes to cassettes if any
-          if ! git diff --quiet; then
-            git add .
-            git commit -m "Auto-update cassettes"
-            git push origin HEAD:$cassette_branch
-            if [ ! $is_pull_request ]; then
-              cd ../..
-              git add tests/vcr_cassettes
-              git commit -m "Update cassette submodule"
-              git push origin HEAD:$cassette_branch
-            fi
-            echo "updated=true" >> $GITHUB_OUTPUT
-          else
-            echo "updated=false" >> $GITHUB_OUTPUT
-            echo "No cassette changes to commit"
-          fi
-
-      - name: Post Set up git token auth
-        if: steps.setup_git_auth.outcome == 'success'
-        run: |
-          git config --unset-all '${{ steps.setup_git_auth.outputs.config_key }}'
-          git submodule foreach git config --unset-all '${{ steps.setup_git_auth.outputs.config_key }}'
-
-      - name: Apply "behaviour change" label and comment on PR
-        if: ${{ startsWith(github.event_name, 'pull_request') }}
-        run: |
-          PR_NUMBER="${{ github.event.pull_request.number }}"
-          TOKEN="${{ secrets.PAT_REVIEW }}"
-          REPO="${{ github.repository }}"
-
-          if [[ "${{ steps.push_cassettes.outputs.updated }}" == "true" ]]; then
-            echo "Adding label and comment..."
-            echo $TOKEN | gh auth login --with-token
-            gh issue edit $PR_NUMBER --add-label "behaviour change"
-            gh issue comment $PR_NUMBER --body "You changed AutoGPT's behaviour on ${{ runner.os }}. The cassettes have been updated and will be merged to the submodule when this Pull Request gets merged."
-          fi
+          flags: forge
 
       - name: Upload logs to artifact
         if: always()
         uses: actions/upload-artifact@v4
         with:
           name: test-logs
-          path: classic/forge/logs/
+          path: classic/logs/

.github/workflows/classic-frontend-ci.yml

@@ -1,60 +0,0 @@
-name: Classic - Frontend CI/CD
-
-on:
-  push:
-    branches:
-      - master
-      - dev
-      - 'ci-test*' # This will match any branch that starts with "ci-test"
-    paths:
-      - 'classic/frontend/**'
-      - '.github/workflows/classic-frontend-ci.yml'
-  pull_request:
-    paths:
-      - 'classic/frontend/**'
-      - '.github/workflows/classic-frontend-ci.yml'
-
-jobs:
-  build:
-    permissions:
-      contents: write
-      pull-requests: write
-    runs-on: ubuntu-latest
-    env:
-      BUILD_BRANCH: ${{ format('classic-frontend-build/{0}', github.ref_name) }}
-
-    steps:
-      - name: Checkout Repo
-        uses: actions/checkout@v4
-
-      - name: Setup Flutter
-        uses: subosito/flutter-action@v2
-        with:
-          flutter-version: '3.13.2'
-
-      - name: Build Flutter to Web
-        run: |
-          cd classic/frontend
-          flutter build web --base-href /app/
-
-      # - name: Commit and Push to ${{ env.BUILD_BRANCH }}
-      #   if: github.event_name == 'push'
-      #   run: |
-      #     git config --local user.email "action@github.com"
-      #     git config --local user.name "GitHub Action"
-      #     git add classic/frontend/build/web
-      #     git checkout -B ${{ env.BUILD_BRANCH }}
-      #     git commit -m "Update frontend build to ${GITHUB_SHA:0:7}" -a
-      #     git push -f origin ${{ env.BUILD_BRANCH }}
-
-      - name: Create PR ${{ env.BUILD_BRANCH }} -> ${{ github.ref_name }}
-        if: github.event_name == 'push'
-        uses: peter-evans/create-pull-request@v8
-        with:
-          add-paths: classic/frontend/build/web
-          base: ${{ github.ref_name }}
-          branch: ${{ env.BUILD_BRANCH }}
-          delete-branch: true
-          title: "Update frontend build in `${{ github.ref_name }}`"
-          body: "This PR updates the frontend build based on commit ${{ github.sha }}."
-          commit-message: "Update frontend build based on commit ${{ github.sha }}"

.github/workflows/classic-python-checks.yml

@@ -7,7 +7,9 @@ on:
       - '.github/workflows/classic-python-checks-ci.yml'
       - 'classic/original_autogpt/**'
       - 'classic/forge/**'
-      - 'classic/benchmark/**'
+      - 'classic/direct_benchmark/**'
+      - 'classic/pyproject.toml'
+      - 'classic/poetry.lock'
       - '**.py'
       - '!classic/forge/tests/vcr_cassettes'
   pull_request:
@@ -16,7 +18,9 @@ on:
       - '.github/workflows/classic-python-checks-ci.yml'
       - 'classic/original_autogpt/**'
       - 'classic/forge/**'
-      - 'classic/benchmark/**'
+      - 'classic/direct_benchmark/**'
+      - 'classic/pyproject.toml'
+      - 'classic/poetry.lock'
       - '**.py'
       - '!classic/forge/tests/vcr_cassettes'
 
@@ -27,44 +31,13 @@ concurrency:
 defaults:
   run:
     shell: bash
+    working-directory: classic
 
 jobs:
-  get-changed-parts:
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@v4
-
-      - id: changes-in
-        name: Determine affected subprojects
-        uses: dorny/paths-filter@v3
-        with:
-          filters: |
-            original_autogpt:
-              - classic/original_autogpt/autogpt/**
-              - classic/original_autogpt/tests/**
-              - classic/original_autogpt/poetry.lock
-            forge:
-              - classic/forge/forge/**
-              - classic/forge/tests/**
-              - classic/forge/poetry.lock
-            benchmark:
-              - classic/benchmark/agbenchmark/**
-              - classic/benchmark/tests/**
-              - classic/benchmark/poetry.lock
-    outputs:
-      changed-parts: ${{ steps.changes-in.outputs.changes }}
-
   lint:
-    needs: get-changed-parts
     runs-on: ubuntu-latest
     env:
-      min-python-version: "3.10"
-
-    strategy:
-      matrix:
-        sub-package: ${{ fromJson(needs.get-changed-parts.outputs.changed-parts) }}
-      fail-fast: false
+      min-python-version: "3.12"
 
     steps:
       - name: Checkout repository
@@ -81,42 +54,31 @@ jobs:
         uses: actions/cache@v4
         with:
           path: ~/.cache/pypoetry
-          key: ${{ runner.os }}-poetry-${{ hashFiles(format('{0}/poetry.lock', matrix.sub-package)) }}
+          key: ${{ runner.os }}-poetry-${{ hashFiles('classic/poetry.lock') }}
 
       - name: Install Poetry
         run: curl -sSL https://install.python-poetry.org | python3 -
 
-      # Install dependencies
-
       - name: Install Python dependencies
-        run: poetry -C classic/${{ matrix.sub-package }} install
+        run: poetry install
 
       # Lint
 
       - name: Lint (isort)
         run: poetry run isort --check .
-        working-directory: classic/${{ matrix.sub-package }}
 
       - name: Lint (Black)
         if: success() || failure()
         run: poetry run black --check .
-        working-directory: classic/${{ matrix.sub-package }}
 
       - name: Lint (Flake8)
         if: success() || failure()
         run: poetry run flake8 .
-        working-directory: classic/${{ matrix.sub-package }}
 
   types:
-    needs: get-changed-parts
     runs-on: ubuntu-latest
     env:
-      min-python-version: "3.10"
-
-    strategy:
-      matrix:
-        sub-package: ${{ fromJson(needs.get-changed-parts.outputs.changed-parts) }}
-      fail-fast: false
+      min-python-version: "3.12"
 
     steps:
       - name: Checkout repository
@@ -133,19 +95,16 @@ jobs:
         uses: actions/cache@v4
         with:
           path: ~/.cache/pypoetry
-          key: ${{ runner.os }}-poetry-${{ hashFiles(format('{0}/poetry.lock', matrix.sub-package)) }}
+          key: ${{ runner.os }}-poetry-${{ hashFiles('classic/poetry.lock') }}
 
       - name: Install Poetry
         run: curl -sSL https://install.python-poetry.org | python3 -
 
-      # Install dependencies
-
       - name: Install Python dependencies
-        run: poetry -C classic/${{ matrix.sub-package }} install
+        run: poetry install
 
       # Typecheck
 
       - name: Typecheck
         if: success() || failure()
         run: poetry run pyright
-        working-directory: classic/${{ matrix.sub-package }}

.github/workflows/platform-backend-ci.yml

@@ -119,10 +119,12 @@ jobs:
     runs-on: ubuntu-latest
 
     services:
-      redis:
-        image: redis:latest
-        ports:
-          - 6379:6379
+      # Redis is provisioned as a real 3-shard cluster below via docker
+      # run (see the "Start Redis Cluster" step). GHA services can't
+      # override the image CMD or stand up multi-container clusters, so
+      # that setup is inlined — it mirrors the topology of the local dev
+      # compose stack (autogpt_platform/docker-compose.platform.yml) and
+      # prod helm chart.
       rabbitmq:
         image: rabbitmq:4.1.4
         ports:
@@ -166,6 +168,68 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
 
+      - name: Start Redis Cluster (3 shards)
+        run: |
+          # 3-master Redis Cluster matching the local compose stack
+          # (autogpt_platform/docker-compose.platform.yml) and prod. Each
+          # shard runs in its own container on a dedicated bridge network,
+          # announces its compose-style hostname for intra-network clients,
+          # and publishes 1700N on the GHA host so tests can reach every
+          # shard via localhost. The backend's ``_address_remap`` rewrites
+          # every CLUSTER SLOTS reply to localhost:<announced-port>, which
+          # picks the right published port per shard.
+          #
+          # Not reusing docker-compose.platform.yml directly because compose
+          # validates the full file even when only some services are ``up``,
+          # and that file references services (db/kong/...) defined in a
+          # sibling compose file — pulling both in would needlessly couple
+          # CI to the full local-dev stack.
+          docker network create redis-cluster-ci
+          for i in 0 1 2; do
+            port=$((17000 + i))
+            bus=$((27000 + i))
+            docker run -d --name redis-$i --network redis-cluster-ci \
+              --network-alias redis-$i \
+              -p $port:$port \
+              redis:7 \
+              redis-server --port $port \
+                --cluster-enabled yes \
+                --cluster-config-file nodes.conf \
+                --cluster-node-timeout 5000 \
+                --cluster-require-full-coverage no \
+                --cluster-announce-hostname redis-$i \
+                --cluster-announce-port $port \
+                --cluster-announce-bus-port $bus \
+                --cluster-preferred-endpoint-type hostname
+          done
+          # Wait for each shard to accept commands.
+          for i in 0 1 2; do
+            port=$((17000 + i))
+            for _ in $(seq 1 30); do
+              docker exec redis-$i redis-cli -p $port ping 2>/dev/null | grep -q PONG && break
+              sleep 1
+            done
+          done
+          # Form the cluster from an init container on the same network so
+          # --cluster-preferred-endpoint-type hostname resolves redis-0/1/2.
+          docker run --rm --network redis-cluster-ci redis:7 \
+            redis-cli --cluster create \
+              redis-0:17000 redis-1:17001 redis-2:17002 \
+              --cluster-replicas 0 --cluster-yes
+          # Confirm convergence.
+          for _ in $(seq 1 30); do
+            state=$(docker exec redis-0 redis-cli -p 17000 cluster info | awk -F: '/^cluster_state:/ {print $2}' | tr -d '[:cntrl:]')
+            if [ "$state" = "ok" ]; then
+              echo "Redis Cluster ready (3 shards, state=ok)"
+              docker exec redis-0 redis-cli -p 17000 cluster nodes
+              exit 0
+            fi
+            sleep 1
+          done
+          echo "Redis Cluster failed to reach ok state" >&2
+          docker exec redis-0 redis-cli -p 17000 cluster info >&2 || true
+          exit 1
+
       - name: Setup Supabase
         uses: supabase/setup-cli@v1
         with:
@@ -269,12 +333,14 @@ jobs:
           DATABASE_URL: ${{ steps.supabase.outputs.DB_URL }}
           DIRECT_URL: ${{ steps.supabase.outputs.DB_URL }}
 
-      - name: Run pytest
+      - name: Run pytest with coverage
         run: |
           if [[ "${{ runner.debug }}" == "1" ]]; then
-            poetry run pytest -s -vv -o log_cli=true -o log_cli_level=DEBUG
+            poetry run pytest -s -vv -o log_cli=true -o log_cli_level=DEBUG \
+              --cov=backend --cov-branch --cov-report term-missing --cov-report xml
           else
-            poetry run pytest -s -vv
+            poetry run pytest -s -vv \
+              --cov=backend --cov-branch --cov-report term-missing --cov-report xml
           fi
         env:
           LOG_LEVEL: ${{ runner.debug && 'DEBUG' || 'INFO' }}
@@ -284,14 +350,21 @@ jobs:
           SUPABASE_SERVICE_ROLE_KEY: ${{ steps.supabase.outputs.SERVICE_ROLE_KEY }}
           JWT_VERIFY_KEY: ${{ steps.supabase.outputs.JWT_SECRET }}
           REDIS_HOST: "localhost"
-          REDIS_PORT: "6379"
+          REDIS_PORT: "17000"
           ENCRYPTION_KEY: "dvziYgz0KSK8FENhju0ZYi8-fRTfAdlz6YLhdB_jhNw=" # DO NOT USE IN PRODUCTION!!
+          # Opt-in: lets backend/data/e2e_redis_restart_test.py spin up its
+          # own isolated 3-shard cluster (ports 27110–27112) and exercise
+          # ``docker restart <shard>`` mid-stream. Off locally so a
+          # contributor's ``poetry run test`` doesn't pay the ~15s cost.
+          E2E_RESTART_ISOLATED: "1"
 
-      # - name: Upload coverage reports to Codecov
-      #   uses: codecov/codecov-action@v4
-      #   with:
-      #     token: ${{ secrets.CODECOV_TOKEN }}
-      #     flags: backend,${{ runner.os }}
+      - name: Upload coverage reports to Codecov
+        if: ${{ !cancelled() }}
+        uses: codecov/codecov-action@v5
+        with:
+          token: ${{ secrets.CODECOV_TOKEN }}
+          flags: platform-backend
+          files: ./autogpt_platform/backend/coverage.xml
 
     env:
       CI: true

.github/workflows/platform-frontend-ci.yml

@@ -148,3 +148,11 @@ jobs:
 
       - name: Run Integration Tests
         run: pnpm test:unit
+
+      - name: Upload coverage reports to Codecov
+        if: ${{ !cancelled() }}
+        uses: codecov/codecov-action@v5
+        with:
+          token: ${{ secrets.CODECOV_TOKEN }}
+          flags: platform-frontend
+          files: ./autogpt_platform/frontend/coverage/cobertura-coverage.xml

.github/workflows/platform-fullstack-ci.yml

@@ -160,6 +160,7 @@ jobs:
         run: |
           cp ../backend/.env.default ../backend/.env
           echo "OPENAI_INTERNAL_API_KEY=${{ secrets.OPENAI_API_KEY }}" >> ../backend/.env
+          echo "SCHEDULER_STARTUP_EMBEDDING_BACKFILL=false" >> ../backend/.env
         env:
           # Used by E2E test data script to generate embeddings for approved store agents
           OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
@@ -179,21 +180,30 @@ jobs:
           pip install pyyaml
 
           # Resolve extends and generate a flat compose file that bake can understand
+          export NEXT_PUBLIC_SOURCEMAPS NEXT_PUBLIC_PW_TEST
           docker compose -f docker-compose.yml config > docker-compose.resolved.yml
 
+          # Ensure NEXT_PUBLIC_SOURCEMAPS is in resolved compose
+          # (docker compose config on some versions drops this arg)
+          if ! grep -q "NEXT_PUBLIC_SOURCEMAPS" docker-compose.resolved.yml; then
+            echo "Injecting NEXT_PUBLIC_SOURCEMAPS into resolved compose (docker compose config dropped it)"
+            sed -i '/NEXT_PUBLIC_PW_TEST/a\        NEXT_PUBLIC_SOURCEMAPS: "true"' docker-compose.resolved.yml
+          fi
+
           # Add cache configuration to the resolved compose file
           python ../.github/workflows/scripts/docker-ci-fix-compose-build-cache.py \
             --source docker-compose.resolved.yml \
             --cache-from "type=gha" \
             --cache-to "type=gha,mode=max" \
             --backend-hash "${{ hashFiles('autogpt_platform/backend/Dockerfile', 'autogpt_platform/backend/poetry.lock', 'autogpt_platform/backend/backend/**') }}" \
-            --frontend-hash "${{ hashFiles('autogpt_platform/frontend/Dockerfile', 'autogpt_platform/frontend/pnpm-lock.yaml', 'autogpt_platform/frontend/src/**') }}" \
+            --frontend-hash "${{ hashFiles('autogpt_platform/frontend/Dockerfile', 'autogpt_platform/frontend/pnpm-lock.yaml', 'autogpt_platform/frontend/src/**') }}-sourcemaps" \
             --git-ref "${{ github.ref }}"
 
           # Build with bake using the resolved compose file (now includes cache config)
           docker buildx bake --allow=fs.read=.. -f docker-compose.resolved.yml --load
         env:
           NEXT_PUBLIC_PW_TEST: true
+          NEXT_PUBLIC_SOURCEMAPS: true
 
       - name: Set up tests - Cache E2E test data
         id: e2e-data-cache
@@ -279,16 +289,38 @@ jobs:
           cache: "pnpm"
           cache-dependency-path: autogpt_platform/frontend/pnpm-lock.yaml
 
+      - name: Set up tests - Cache Playwright browsers
+        uses: actions/cache@v5
+        with:
+          path: ~/.cache/ms-playwright
+          key: playwright-${{ runner.os }}-${{ hashFiles('autogpt_platform/frontend/pnpm-lock.yaml') }}
+          restore-keys: |
+            playwright-${{ runner.os }}-
+
+      - name: Copy source maps from Docker for E2E coverage
+        run: |
+          FRONTEND_CONTAINER=$(docker compose -f ../docker-compose.resolved.yml ps -q frontend)
+          docker cp "$FRONTEND_CONTAINER":/app/.next/static .next-static-coverage
+
       - name: Set up tests - Install dependencies
         run: pnpm install --frozen-lockfile
 
       - name: Set up tests - Install browser 'chromium'
         run: pnpm playwright install --with-deps chromium
 
-      - name: Run Playwright tests
-        run: pnpm test:no-build
+      - name: Run Playwright E2E suite
+        run: pnpm test:e2e:no-build
         continue-on-error: false
 
+      - name: Upload E2E coverage to Codecov
+        if: ${{ !cancelled() }}
+        uses: codecov/codecov-action@v5
+        with:
+          token: ${{ secrets.CODECOV_TOKEN }}
+          flags: platform-frontend-e2e
+          files: ./autogpt_platform/frontend/coverage/e2e/cobertura-coverage.xml
+          disable_search: true
+
       - name: Upload Playwright report
         if: always()
         uses: actions/upload-artifact@v4

.gitignore

@@ -3,6 +3,7 @@
 classic/original_autogpt/keys.py
 classic/original_autogpt/*.json
 auto_gpt_workspace/*
+.autogpt/
 *.mpeg
 .env
 # Root .env files
@@ -16,6 +17,7 @@ log-ingestion.txt
 /logs
 *.log
 *.mp3
+!autogpt_platform/frontend/public/notification.mp3
 mem.sqlite3
 venvAutoGPT
 
@@ -159,6 +161,10 @@ CURRENT_BULLETIN.md
 
 # AgBenchmark
 classic/benchmark/agbenchmark/reports/
+classic/reports/
+classic/direct_benchmark/reports/
+classic/.benchmark_workspaces/
+classic/direct_benchmark/.benchmark_workspaces/
 
 # Nodejs
 package-lock.json
@@ -177,9 +183,20 @@ autogpt_platform/backend/settings.py
 
 *.ign.*
 .test-contents
+**/.claude/settings.local.json
 .claude/settings.local.json
 CLAUDE.local.md
 /autogpt_platform/backend/logs
+/autogpt_platform/backend/poetry.toml
+
+# Test database
+test.db
 .next
 # Implementation plans (generated by AI agents)
 plans/
+.claude/worktrees/
+test-results/
+
+# Playwright MCP / local browser-testing artifacts
+.playwright-mcp/
+copilot-session-switch-qa/

.gitleaks.toml

@@ -0,0 +1,36 @@
+title = "AutoGPT Gitleaks Config"
+
+[extend]
+useDefault = true
+
+[allowlist]
+description = "Global allowlist"
+paths = [
+    # Template/example env files (no real secrets)
+    '''\.env\.(default|example|template)$''',
+    # Lock files
+    '''pnpm-lock\.yaml$''',
+    '''poetry\.lock$''',
+    # Secrets baseline
+    '''\.secrets\.baseline$''',
+    # Build artifacts and caches (should not be committed)
+    '''__pycache__/''',
+    '''classic/frontend/build/''',
+    # Docker dev setup (local dev JWTs/keys only)
+    '''autogpt_platform/db/docker/''',
+    # Load test configs (dev JWTs)
+    '''load-tests/configs/''',
+    # Test files with fake/fixture keys (_test.py, test_*.py, conftest.py)
+    '''(_test|test_.*|conftest)\.py$''',
+    # Documentation (only contains placeholder keys in curl/API examples)
+    '''docs/.*\.md$''',
+    # Firebase config (public API keys by design)
+    '''google-services\.json$''',
+    '''classic/frontend/(lib|web)/''',
+]
+# CI test-only encryption key (marked DO NOT USE IN PRODUCTION)
+regexes = [
+    '''dvziYgz0KSK8FENhju0ZYi8''',
+    # LLM model name enum values falsely flagged as API keys
+    '''Llama-\d.*Instruct''',
+]

.gitmodules

@@ -1,3 +0,0 @@
-[submodule "classic/forge/tests/vcr_cassettes"]
-	path = classic/forge/tests/vcr_cassettes
-	url = https://github.com/Significant-Gravitas/Auto-GPT-test-cassettes

.pre-commit-config.yaml

@@ -23,9 +23,15 @@ repos:
       - id: detect-secrets
         name: Detect secrets
         description: Detects high entropy strings that are likely to be passwords.
+        args: ["--baseline", ".secrets.baseline"]
         files: ^autogpt_platform/
-        exclude: pnpm-lock\.yaml$
-        stages: [pre-push]
+        exclude: (pnpm-lock\.yaml|\.env\.(default|example|template))$
+
+  - repo: https://github.com/gitleaks/gitleaks
+    rev: v8.24.3
+    hooks:
+      - id: gitleaks
+        name: Detect secrets (gitleaks)
 
   - repo: local
     # For proper type checking, all dependencies need to be up-to-date.
@@ -84,51 +90,16 @@ repos:
         stages: [pre-commit, post-checkout]
 
       - id: poetry-install
-        name: Check & Install dependencies - Classic - AutoGPT
-        alias: poetry-install-classic-autogpt
+        name: Check & Install dependencies - Classic
+        alias: poetry-install-classic
         entry: >
           bash -c '
           if [ -n "$PRE_COMMIT_FROM_REF" ]; then
             git diff --name-only "$PRE_COMMIT_FROM_REF" "$PRE_COMMIT_TO_REF"
           else
             git diff --cached --name-only
-          fi | grep -qE "^classic/(original_autogpt|forge)/poetry\.lock$" || exit 0;
-          poetry -C classic/original_autogpt install
-          '
-        # include forge source (since it's a path dependency)
-        always_run: true
-        language: system
-        pass_filenames: false
-        stages: [pre-commit, post-checkout]
-
-      - id: poetry-install
-        name: Check & Install dependencies - Classic - Forge
-        alias: poetry-install-classic-forge
-        entry: >
-          bash -c '
-          if [ -n "$PRE_COMMIT_FROM_REF" ]; then
-            git diff --name-only "$PRE_COMMIT_FROM_REF" "$PRE_COMMIT_TO_REF"
-          else
-            git diff --cached --name-only
-          fi | grep -qE "^classic/forge/poetry\.lock$" || exit 0;
-          poetry -C classic/forge install
-          '
-        always_run: true
-        language: system
-        pass_filenames: false
-        stages: [pre-commit, post-checkout]
-
-      - id: poetry-install
-        name: Check & Install dependencies - Classic - Benchmark
-        alias: poetry-install-classic-benchmark
-        entry: >
-          bash -c '
-          if [ -n "$PRE_COMMIT_FROM_REF" ]; then
-            git diff --name-only "$PRE_COMMIT_FROM_REF" "$PRE_COMMIT_TO_REF"
-          else
-            git diff --cached --name-only
-          fi | grep -qE "^classic/benchmark/poetry\.lock$" || exit 0;
-          poetry -C classic/benchmark install
+          fi | grep -qE "^classic/poetry\.lock$" || exit 0;
+          poetry -C classic install
           '
         always_run: true
         language: system
@@ -223,26 +194,10 @@ repos:
         language: system
 
       - id: isort
-        name: Lint (isort) - Classic - AutoGPT
-        alias: isort-classic-autogpt
-        entry: poetry -P classic/original_autogpt run isort -p autogpt
-        files: ^classic/original_autogpt/
-        types: [file, python]
-        language: system
-
-      - id: isort
-        name: Lint (isort) - Classic - Forge
-        alias: isort-classic-forge
-        entry: poetry -P classic/forge run isort -p forge
-        files: ^classic/forge/
-        types: [file, python]
-        language: system
-
-      - id: isort
-        name: Lint (isort) - Classic - Benchmark
-        alias: isort-classic-benchmark
-        entry: poetry -P classic/benchmark run isort -p agbenchmark
-        files: ^classic/benchmark/
+        name: Lint (isort) - Classic
+        alias: isort-classic
+        entry: bash -c 'cd classic && poetry run isort $(echo "$@" | sed "s|classic/||g")' --
+        files: ^classic/(original_autogpt|forge|direct_benchmark)/
         types: [file, python]
         language: system
 
@@ -256,26 +211,13 @@ repos:
 
   - repo: https://github.com/PyCQA/flake8
     rev: 7.0.0
-    # To have flake8 load the config of the individual subprojects, we have to call
-    # them separately.
+    # Use consolidated flake8 config at classic/.flake8
     hooks:
       - id: flake8
-        name: Lint (Flake8) - Classic - AutoGPT
-        alias: flake8-classic-autogpt
-        files: ^classic/original_autogpt/(autogpt|scripts|tests)/
-        args: [--config=classic/original_autogpt/.flake8]
-
-      - id: flake8
-        name: Lint (Flake8) - Classic - Forge
-        alias: flake8-classic-forge
-        files: ^classic/forge/(forge|tests)/
-        args: [--config=classic/forge/.flake8]
-
-      - id: flake8
-        name: Lint (Flake8) - Classic - Benchmark
-        alias: flake8-classic-benchmark
-        files: ^classic/benchmark/(agbenchmark|tests)/((?!reports).)*[/.]
-        args: [--config=classic/benchmark/.flake8]
+        name: Lint (Flake8) - Classic
+        alias: flake8-classic
+        files: ^classic/(original_autogpt|forge|direct_benchmark)/
+        args: [--config=classic/.flake8]
 
   - repo: local
     hooks:
@@ -311,29 +253,10 @@ repos:
         pass_filenames: false
 
       - id: pyright
-        name: Typecheck - Classic - AutoGPT
-        alias: pyright-classic-autogpt
-        entry: poetry -C classic/original_autogpt run pyright
-        # include forge source (since it's a path dependency) but exclude *_test.py files:
-        files: ^(classic/original_autogpt/((autogpt|scripts|tests)/|poetry\.lock$)|classic/forge/(forge/.*(?<!_test)\.py|poetry\.lock)$)
-        types: [file]
-        language: system
-        pass_filenames: false
-
-      - id: pyright
-        name: Typecheck - Classic - Forge
-        alias: pyright-classic-forge
-        entry: poetry -C classic/forge run pyright
-        files: ^classic/forge/(forge/|poetry\.lock$)
-        types: [file]
-        language: system
-        pass_filenames: false
-
-      - id: pyright
-        name: Typecheck - Classic - Benchmark
-        alias: pyright-classic-benchmark
-        entry: poetry -C classic/benchmark run pyright
-        files: ^classic/benchmark/(agbenchmark/|tests/|poetry\.lock$)
+        name: Typecheck - Classic
+        alias: pyright-classic
+        entry: poetry -C classic run pyright
+        files: ^classic/(original_autogpt|forge|direct_benchmark)/.*\.py$|^classic/poetry\.lock$
         types: [file]
         language: system
         pass_filenames: false
@@ -360,26 +283,9 @@ repos:
   #       pass_filenames: false
 
   #     - id: pytest
-  #       name: Run tests - Classic - AutoGPT (excl. slow tests)
-  #       alias: pytest-classic-autogpt
-  #       entry: bash -c 'cd classic/original_autogpt && poetry run pytest --cov=autogpt -m "not slow" tests/unit tests/integration'
-  #       # include forge source (since it's a path dependency) but exclude *_test.py files:
-  #       files: ^(classic/original_autogpt/((autogpt|tests)/|poetry\.lock$)|classic/forge/(forge/.*(?<!_test)\.py|poetry\.lock)$)
-  #       language: system
-  #       pass_filenames: false
-
-  #     - id: pytest
-  #       name: Run tests - Classic - Forge (excl. slow tests)
-  #       alias: pytest-classic-forge
-  #       entry: bash -c 'cd classic/forge && poetry run pytest --cov=forge -m "not slow"'
-  #       files: ^classic/forge/(forge/|tests/|poetry\.lock$)
-  #       language: system
-  #       pass_filenames: false
-
-  #     - id: pytest
-  #       name: Run tests - Classic - Benchmark
-  #       alias: pytest-classic-benchmark
-  #       entry: bash -c 'cd classic/benchmark && poetry run pytest --cov=benchmark'
-  #       files: ^classic/benchmark/(agbenchmark/|tests/|poetry\.lock$)
+  #       name: Run tests - Classic (excl. slow tests)
+  #       alias: pytest-classic
+  #       entry: bash -c 'cd classic && poetry run pytest -m "not slow"'
+  #       files: ^classic/(original_autogpt|forge|direct_benchmark)/
   #       language: system
   #       pass_filenames: false

.secrets.baseline

@@ -0,0 +1,471 @@
+{
+  "version": "1.5.0",
+  "plugins_used": [
+    {
+      "name": "ArtifactoryDetector"
+    },
+    {
+      "name": "AWSKeyDetector"
+    },
+    {
+      "name": "AzureStorageKeyDetector"
+    },
+    {
+      "name": "Base64HighEntropyString",
+      "limit": 4.5
+    },
+    {
+      "name": "BasicAuthDetector"
+    },
+    {
+      "name": "CloudantDetector"
+    },
+    {
+      "name": "DiscordBotTokenDetector"
+    },
+    {
+      "name": "GitHubTokenDetector"
+    },
+    {
+      "name": "GitLabTokenDetector"
+    },
+    {
+      "name": "HexHighEntropyString",
+      "limit": 3.0
+    },
+    {
+      "name": "IbmCloudIamDetector"
+    },
+    {
+      "name": "IbmCosHmacDetector"
+    },
+    {
+      "name": "IPPublicDetector"
+    },
+    {
+      "name": "JwtTokenDetector"
+    },
+    {
+      "name": "KeywordDetector",
+      "keyword_exclude": ""
+    },
+    {
+      "name": "MailchimpDetector"
+    },
+    {
+      "name": "NpmDetector"
+    },
+    {
+      "name": "OpenAIDetector"
+    },
+    {
+      "name": "PrivateKeyDetector"
+    },
+    {
+      "name": "PypiTokenDetector"
+    },
+    {
+      "name": "SendGridDetector"
+    },
+    {
+      "name": "SlackDetector"
+    },
+    {
+      "name": "SoftlayerDetector"
+    },
+    {
+      "name": "SquareOAuthDetector"
+    },
+    {
+      "name": "StripeDetector"
+    },
+    {
+      "name": "TelegramBotTokenDetector"
+    },
+    {
+      "name": "TwilioKeyDetector"
+    }
+  ],
+  "filters_used": [
+    {
+      "path": "detect_secrets.filters.allowlist.is_line_allowlisted"
+    },
+    {
+      "path": "detect_secrets.filters.common.is_baseline_file",
+      "filename": ".secrets.baseline"
+    },
+    {
+      "path": "detect_secrets.filters.common.is_ignored_due_to_verification_policies",
+      "min_level": 2
+    },
+    {
+      "path": "detect_secrets.filters.heuristic.is_indirect_reference"
+    },
+    {
+      "path": "detect_secrets.filters.heuristic.is_likely_id_string"
+    },
+    {
+      "path": "detect_secrets.filters.heuristic.is_lock_file"
+    },
+    {
+      "path": "detect_secrets.filters.heuristic.is_not_alphanumeric_string"
+    },
+    {
+      "path": "detect_secrets.filters.heuristic.is_potential_uuid"
+    },
+    {
+      "path": "detect_secrets.filters.heuristic.is_prefixed_with_dollar_sign"
+    },
+    {
+      "path": "detect_secrets.filters.heuristic.is_sequential_string"
+    },
+    {
+      "path": "detect_secrets.filters.heuristic.is_swagger_file"
+    },
+    {
+      "path": "detect_secrets.filters.heuristic.is_templated_secret"
+    },
+    {
+      "path": "detect_secrets.filters.regex.should_exclude_file",
+      "pattern": [
+        "\\.env$",
+        "pnpm-lock\\.yaml$",
+        "\\.env\\.(default|example|template)$",
+        "__pycache__",
+        "_test\\.py$",
+        "test_.*\\.py$",
+        "conftest\\.py$",
+        "poetry\\.lock$",
+        "node_modules"
+      ]
+    }
+  ],
+  "results": {
+    "autogpt_platform/backend/backend/api/external/v1/integrations.py": [
+      {
+        "type": "Secret Keyword",
+        "filename": "autogpt_platform/backend/backend/api/external/v1/integrations.py",
+        "hashed_secret": "665b1e3851eefefa3fb878654292f16597d25155",
+        "is_verified": false,
+        "line_number": 289
+      }
+    ],
+    "autogpt_platform/backend/backend/blocks/airtable/_config.py": [
+      {
+        "type": "Secret Keyword",
+        "filename": "autogpt_platform/backend/backend/blocks/airtable/_config.py",
+        "hashed_secret": "57e168b03afb7c1ee3cdc4ee3db2fe1cc6e0df26",
+        "is_verified": false,
+        "line_number": 29
+      }
+    ],
+    "autogpt_platform/backend/backend/blocks/dataforseo/_config.py": [
+      {
+        "type": "Secret Keyword",
+        "filename": "autogpt_platform/backend/backend/blocks/dataforseo/_config.py",
+        "hashed_secret": "32ce93887331fa5d192f2876ea15ec000c7d58b8",
+        "is_verified": false,
+        "line_number": 12
+      }
+    ],
+    "autogpt_platform/backend/backend/blocks/github/checks.py": [
+      {
+        "type": "Hex High Entropy String",
+        "filename": "autogpt_platform/backend/backend/blocks/github/checks.py",
+        "hashed_secret": "8ac6f92737d8586790519c5d7bfb4d2eb172c238",
+        "is_verified": false,
+        "line_number": 108
+      }
+    ],
+    "autogpt_platform/backend/backend/blocks/github/ci.py": [
+      {
+        "type": "Hex High Entropy String",
+        "filename": "autogpt_platform/backend/backend/blocks/github/ci.py",
+        "hashed_secret": "90bd1b48e958257948487b90bee080ba5ed00caa",
+        "is_verified": false,
+        "line_number": 123
+      }
+    ],
+    "autogpt_platform/backend/backend/blocks/github/example_payloads/pull_request.synchronize.json": [
+      {
+        "type": "Hex High Entropy String",
+        "filename": "autogpt_platform/backend/backend/blocks/github/example_payloads/pull_request.synchronize.json",
+        "hashed_secret": "f96896dafced7387dcd22343b8ea29d3d2c65663",
+        "is_verified": false,
+        "line_number": 42
+      },
+      {
+        "type": "Hex High Entropy String",
+        "filename": "autogpt_platform/backend/backend/blocks/github/example_payloads/pull_request.synchronize.json",
+        "hashed_secret": "b80a94d5e70bedf4f5f89d2f5a5255cc9492d12e",
+        "is_verified": false,
+        "line_number": 193
+      },
+      {
+        "type": "Hex High Entropy String",
+        "filename": "autogpt_platform/backend/backend/blocks/github/example_payloads/pull_request.synchronize.json",
+        "hashed_secret": "75b17e517fe1b3136394f6bec80c4f892da75e42",
+        "is_verified": false,
+        "line_number": 344
+      },
+      {
+        "type": "Hex High Entropy String",
+        "filename": "autogpt_platform/backend/backend/blocks/github/example_payloads/pull_request.synchronize.json",
+        "hashed_secret": "b0bfb5e4e2394e7f8906e5ed1dffd88b2bc89dd5",
+        "is_verified": false,
+        "line_number": 534
+      }
+    ],
+    "autogpt_platform/backend/backend/blocks/github/statuses.py": [
+      {
+        "type": "Hex High Entropy String",
+        "filename": "autogpt_platform/backend/backend/blocks/github/statuses.py",
+        "hashed_secret": "8ac6f92737d8586790519c5d7bfb4d2eb172c238",
+        "is_verified": false,
+        "line_number": 85
+      }
+    ],
+    "autogpt_platform/backend/backend/blocks/google/docs.py": [
+      {
+        "type": "Hex High Entropy String",
+        "filename": "autogpt_platform/backend/backend/blocks/google/docs.py",
+        "hashed_secret": "c95da0c6696342c867ef0c8258d2f74d20fd94d4",
+        "is_verified": false,
+        "line_number": 203
+      }
+    ],
+    "autogpt_platform/backend/backend/blocks/google/sheets.py": [
+      {
+        "type": "Base64 High Entropy String",
+        "filename": "autogpt_platform/backend/backend/blocks/google/sheets.py",
+        "hashed_secret": "bd5a04fa3667e693edc13239b6d310c5c7a8564b",
+        "is_verified": false,
+        "line_number": 57
+      }
+    ],
+    "autogpt_platform/backend/backend/blocks/linear/_config.py": [
+      {
+        "type": "Secret Keyword",
+        "filename": "autogpt_platform/backend/backend/blocks/linear/_config.py",
+        "hashed_secret": "b37f020f42d6d613b6ce30103e4d408c4499b3bb",
+        "is_verified": false,
+        "line_number": 53
+      }
+    ],
+    "autogpt_platform/backend/backend/blocks/medium.py": [
+      {
+        "type": "Hex High Entropy String",
+        "filename": "autogpt_platform/backend/backend/blocks/medium.py",
+        "hashed_secret": "ff998abc1ce6d8f01a675fa197368e44c8916e9c",
+        "is_verified": false,
+        "line_number": 131
+      }
+    ],
+    "autogpt_platform/backend/backend/blocks/replicate/replicate_block.py": [
+      {
+        "type": "Hex High Entropy String",
+        "filename": "autogpt_platform/backend/backend/blocks/replicate/replicate_block.py",
+        "hashed_secret": "8bbdd6f26368f58ea4011d13d7f763cb662e66f0",
+        "is_verified": false,
+        "line_number": 67
+      }
+    ],
+    "autogpt_platform/backend/backend/blocks/slant3d/webhook.py": [
+      {
+        "type": "Hex High Entropy String",
+        "filename": "autogpt_platform/backend/backend/blocks/slant3d/webhook.py",
+        "hashed_secret": "36263c76947443b2f6e6b78153967ac4a7da99f9",
+        "is_verified": false,
+        "line_number": 100
+      }
+    ],
+    "autogpt_platform/backend/backend/blocks/talking_head.py": [
+      {
+        "type": "Base64 High Entropy String",
+        "filename": "autogpt_platform/backend/backend/blocks/talking_head.py",
+        "hashed_secret": "44ce2d66222529eea4a32932823466fc0601c799",
+        "is_verified": false,
+        "line_number": 113
+      }
+    ],
+    "autogpt_platform/backend/backend/blocks/wordpress/_config.py": [
+      {
+        "type": "Secret Keyword",
+        "filename": "autogpt_platform/backend/backend/blocks/wordpress/_config.py",
+        "hashed_secret": "e62679512436161b78e8a8d68c8829c2a1031ccb",
+        "is_verified": false,
+        "line_number": 17
+      }
+    ],
+    "autogpt_platform/backend/backend/util/cache.py": [
+      {
+        "type": "Secret Keyword",
+        "filename": "autogpt_platform/backend/backend/util/cache.py",
+        "hashed_secret": "37f0c918c3fa47ca4a70e42037f9f123fdfbc75b",
+        "is_verified": false,
+        "line_number": 449
+      }
+    ],
+    "autogpt_platform/frontend/src/app/(platform)/build/components/FlowEditor/nodes/helpers.ts": [
+      {
+        "type": "Secret Keyword",
+        "filename": "autogpt_platform/frontend/src/app/(platform)/build/components/FlowEditor/nodes/helpers.ts",
+        "hashed_secret": "5baa61e4c9b93f3f0682250b6cf8331b7ee68fd8",
+        "is_verified": false,
+        "line_number": 6
+      }
+    ],
+    "autogpt_platform/frontend/src/app/(platform)/dictionaries/en.json": [
+      {
+        "type": "Secret Keyword",
+        "filename": "autogpt_platform/frontend/src/app/(platform)/dictionaries/en.json",
+        "hashed_secret": "8be3c943b1609fffbfc51aad666d0a04adf83c9d",
+        "is_verified": false,
+        "line_number": 5
+      }
+    ],
+    "autogpt_platform/frontend/src/app/(platform)/dictionaries/es.json": [
+      {
+        "type": "Secret Keyword",
+        "filename": "autogpt_platform/frontend/src/app/(platform)/dictionaries/es.json",
+        "hashed_secret": "5a6d1c612954979ea99ee33dbb2d231b00f6ac0a",
+        "is_verified": false,
+        "line_number": 5
+      }
+    ],
+    "autogpt_platform/frontend/src/app/(platform)/library/agents/[id]/components/NewAgentLibraryView/components/modals/AgentInputsReadOnly/helpers.ts": [
+      {
+        "type": "Secret Keyword",
+        "filename": "autogpt_platform/frontend/src/app/(platform)/library/agents/[id]/components/NewAgentLibraryView/components/modals/AgentInputsReadOnly/helpers.ts",
+        "hashed_secret": "cf678cab87dc1f7d1b95b964f15375e088461679",
+        "is_verified": false,
+        "line_number": 6
+      },
+      {
+        "type": "Secret Keyword",
+        "filename": "autogpt_platform/frontend/src/app/(platform)/library/agents/[id]/components/NewAgentLibraryView/components/modals/AgentInputsReadOnly/helpers.ts",
+        "hashed_secret": "f72cbb45464d487064610c5411c576ca4019d380",
+        "is_verified": false,
+        "line_number": 8
+      }
+    ],
+    "autogpt_platform/frontend/src/app/(platform)/library/agents/[id]/components/NewAgentLibraryView/components/modals/RunAgentModal/components/ModalRunSection/helpers.ts": [
+      {
+        "type": "Secret Keyword",
+        "filename": "autogpt_platform/frontend/src/app/(platform)/library/agents/[id]/components/NewAgentLibraryView/components/modals/RunAgentModal/components/ModalRunSection/helpers.ts",
+        "hashed_secret": "cf678cab87dc1f7d1b95b964f15375e088461679",
+        "is_verified": false,
+        "line_number": 5
+      },
+      {
+        "type": "Secret Keyword",
+        "filename": "autogpt_platform/frontend/src/app/(platform)/library/agents/[id]/components/NewAgentLibraryView/components/modals/RunAgentModal/components/ModalRunSection/helpers.ts",
+        "hashed_secret": "f72cbb45464d487064610c5411c576ca4019d380",
+        "is_verified": false,
+        "line_number": 7
+      }
+    ],
+    "autogpt_platform/frontend/src/app/(platform)/profile/(user)/integrations/page.tsx": [
+      {
+        "type": "Secret Keyword",
+        "filename": "autogpt_platform/frontend/src/app/(platform)/profile/(user)/integrations/page.tsx",
+        "hashed_secret": "cf678cab87dc1f7d1b95b964f15375e088461679",
+        "is_verified": false,
+        "line_number": 192
+      },
+      {
+        "type": "Secret Keyword",
+        "filename": "autogpt_platform/frontend/src/app/(platform)/profile/(user)/integrations/page.tsx",
+        "hashed_secret": "86275db852204937bbdbdebe5fabe8536e030ab6",
+        "is_verified": false,
+        "line_number": 193
+      }
+    ],
+    "autogpt_platform/frontend/src/components/contextual/CredentialsInput/helpers.ts": [
+      {
+        "type": "Secret Keyword",
+        "filename": "autogpt_platform/frontend/src/components/contextual/CredentialsInput/helpers.ts",
+        "hashed_secret": "47acd2028cf81b5da88ddeedb2aea4eca4b71fbd",
+        "is_verified": false,
+        "line_number": 102
+      },
+      {
+        "type": "Secret Keyword",
+        "filename": "autogpt_platform/frontend/src/components/contextual/CredentialsInput/helpers.ts",
+        "hashed_secret": "8be3c943b1609fffbfc51aad666d0a04adf83c9d",
+        "is_verified": false,
+        "line_number": 103
+      }
+    ],
+    "autogpt_platform/frontend/src/lib/autogpt-server-api/utils.ts": [
+      {
+        "type": "Base64 High Entropy String",
+        "filename": "autogpt_platform/frontend/src/lib/autogpt-server-api/utils.ts",
+        "hashed_secret": "9c486c92f1a7420e1045c7ad963fbb7ba3621025",
+        "is_verified": false,
+        "line_number": 73
+      },
+      {
+        "type": "Base64 High Entropy String",
+        "filename": "autogpt_platform/frontend/src/lib/autogpt-server-api/utils.ts",
+        "hashed_secret": "9277508c7a6effc8fb59163efbfada189e35425c",
+        "is_verified": false,
+        "line_number": 75
+      },
+      {
+        "type": "Base64 High Entropy String",
+        "filename": "autogpt_platform/frontend/src/lib/autogpt-server-api/utils.ts",
+        "hashed_secret": "8dc7e2cb1d0935897d541bf5facab389b8a50340",
+        "is_verified": false,
+        "line_number": 77
+      },
+      {
+        "type": "Base64 High Entropy String",
+        "filename": "autogpt_platform/frontend/src/lib/autogpt-server-api/utils.ts",
+        "hashed_secret": "79a26ad48775944299be6aaf9fb1d5302c1ed75b",
+        "is_verified": false,
+        "line_number": 79
+      },
+      {
+        "type": "Base64 High Entropy String",
+        "filename": "autogpt_platform/frontend/src/lib/autogpt-server-api/utils.ts",
+        "hashed_secret": "a3b62b44500a1612e48d4cab8294df81561b3b1a",
+        "is_verified": false,
+        "line_number": 81
+      },
+      {
+        "type": "Base64 High Entropy String",
+        "filename": "autogpt_platform/frontend/src/lib/autogpt-server-api/utils.ts",
+        "hashed_secret": "a58979bd0b21ef4f50417d001008e60dd7a85c64",
+        "is_verified": false,
+        "line_number": 83
+      },
+      {
+        "type": "Base64 High Entropy String",
+        "filename": "autogpt_platform/frontend/src/lib/autogpt-server-api/utils.ts",
+        "hashed_secret": "6cb6e075f8e8c7c850f9d128d6608e5dbe209a79",
+        "is_verified": false,
+        "line_number": 85
+      }
+    ],
+    "autogpt_platform/frontend/src/lib/constants.ts": [
+      {
+        "type": "Secret Keyword",
+        "filename": "autogpt_platform/frontend/src/lib/constants.ts",
+        "hashed_secret": "27b924db06a28cc755fb07c54f0fddc30659fe4d",
+        "is_verified": false,
+        "line_number": 13
+      }
+    ],
+    "autogpt_platform/frontend/src/tests/credentials/index.ts": [
+      {
+        "type": "Secret Keyword",
+        "filename": "autogpt_platform/frontend/src/tests/credentials/index.ts",
+        "hashed_secret": "c18006fc138809314751cd1991f1e0b820fabd37",
+        "is_verified": false,
+        "line_number": 4
+      }
+    ]
+  },
+  "generated_at": "2026-04-24T16:42:44Z"
+}

AGENTS.md

@@ -30,7 +30,7 @@ See `/frontend/CONTRIBUTING.md` for complete patterns. Quick reference:
    - Regenerate with `pnpm generate:api`
    - Pattern: `use{Method}{Version}{OperationName}`
 4. **Styling**: Tailwind CSS only, use design tokens, Phosphor Icons only
-5. **Testing**: Add Storybook stories for new components, Playwright for E2E
+5. **Testing**: Integration tests (Vitest + RTL + MSW) are the default (~90%, page-level). Playwright for E2E critical flows. Storybook for design system components. See `autogpt_platform/frontend/TESTING.md`
 6. **Code conventions**: Function declarations (not arrow functions) for components/handlers
 
 - Component props should be `interface Props { ... }` (not exported) unless the interface needs to be used outside the component
@@ -47,7 +47,9 @@ See `/frontend/CONTRIBUTING.md` for complete patterns. Quick reference:
 ## Testing
 
 - Backend: `poetry run test` (runs pytest with a docker based postgres + prisma).
-- Frontend: `pnpm test` or `pnpm test-ui` for Playwright tests. See `docs/content/platform/contributing/tests.md` for tips.
+- Frontend integration tests: `pnpm test:unit` (Vitest + RTL + MSW, primary testing approach).
+- Frontend E2E tests: `pnpm test` or `pnpm test-ui` for Playwright tests.
+- See `autogpt_platform/frontend/TESTING.md` for the full testing strategy.
 
 Always run the relevant linters and tests before committing.
 Use conventional commit messages for all commits (e.g. `feat(backend): add API`).

autogpt_platform/.gitignore

@@ -1,3 +1,6 @@
 *.ignore.*
 *.ign.*
 .application.logs
+
+# Claude Code local settings only — the rest of .claude/ is shared (skills etc.)
+.claude/settings.local.json

autogpt_platform/analytics/queries/platform_cost_log.sql

@@ -0,0 +1,100 @@
+-- =============================================================
+-- View: analytics.platform_cost_log
+-- Looker source alias: ds115  |  Charts: 0
+-- =============================================================
+-- DESCRIPTION
+--   One row per platform cost log entry (last 90 days).
+--   Tracks real API spend at the call level: provider, model,
+--   token counts (including Anthropic cache tokens), cost in
+--   microdollars, and the block/execution that incurred the cost.
+--   Joins the User table to provide email for per-user breakdowns.
+--
+-- SOURCE TABLES
+--   platform.PlatformCostLog  — Per-call cost records
+--   platform.User             — User email
+--
+-- OUTPUT COLUMNS
+--   id                      TEXT         Log entry UUID
+--   createdAt               TIMESTAMPTZ  When the cost was recorded
+--   userId                  TEXT         User who incurred the cost (nullable)
+--   email                   TEXT         User email (nullable)
+--   graphExecId             TEXT         Graph execution UUID (nullable)
+--   nodeExecId              TEXT         Node execution UUID (nullable)
+--   blockName               TEXT         Block that made the API call (nullable)
+--   provider                TEXT         API provider, lowercase (e.g. 'openai', 'anthropic')
+--   model                   TEXT         Model name (nullable)
+--   trackingType            TEXT         Cost unit: 'tokens' | 'cost_usd' | 'characters' | etc.
+--   costMicrodollars        BIGINT       Cost in microdollars (divide by 1,000,000 for USD)
+--   costUsd                 FLOAT        Cost in USD (costMicrodollars / 1,000,000)
+--   inputTokens             INT          Prompt/input tokens (nullable)
+--   outputTokens            INT          Completion/output tokens (nullable)
+--   cacheReadTokens         INT          Anthropic cache-read tokens billed at 10% (nullable)
+--   cacheCreationTokens     INT          Anthropic cache-write tokens billed at 125% (nullable)
+--   totalTokens             INT          inputTokens + outputTokens (nullable if either is null)
+--   duration                FLOAT        API call duration in seconds (nullable)
+--
+-- WINDOW
+--   Rolling 90 days (createdAt > CURRENT_DATE - 90 days)
+--
+-- EXAMPLE QUERIES
+--   -- Total spend by provider (last 90 days)
+--   SELECT provider, SUM("costUsd") AS total_usd, COUNT(*) AS calls
+--   FROM analytics.platform_cost_log
+--   GROUP BY 1 ORDER BY total_usd DESC;
+--
+--   -- Spend by model
+--   SELECT provider, model, SUM("costUsd") AS total_usd,
+--          SUM("inputTokens") AS input_tokens,
+--          SUM("outputTokens") AS output_tokens
+--   FROM analytics.platform_cost_log
+--   WHERE model IS NOT NULL
+--   GROUP BY 1, 2 ORDER BY total_usd DESC;
+--
+--   -- Top 20 users by spend
+--   SELECT "userId", email, SUM("costUsd") AS total_usd, COUNT(*) AS calls
+--   FROM analytics.platform_cost_log
+--   WHERE "userId" IS NOT NULL
+--   GROUP BY 1, 2 ORDER BY total_usd DESC LIMIT 20;
+--
+--   -- Daily spend trend
+--   SELECT DATE_TRUNC('day', "createdAt") AS day,
+--          SUM("costUsd") AS daily_usd,
+--          COUNT(*) AS calls
+--   FROM analytics.platform_cost_log
+--   GROUP BY 1 ORDER BY 1;
+--
+--   -- Cache hit rate for Anthropic (cache reads vs total reads)
+--   SELECT DATE_TRUNC('day', "createdAt") AS day,
+--          SUM("cacheReadTokens")::float /
+--            NULLIF(SUM("inputTokens" + COALESCE("cacheReadTokens", 0)), 0) AS cache_hit_rate
+--   FROM analytics.platform_cost_log
+--   WHERE provider = 'anthropic'
+--   GROUP BY 1 ORDER BY 1;
+-- =============================================================
+
+SELECT
+    p."id"                                                        AS id,
+    p."createdAt"                                                 AS createdAt,
+    p."userId"                                                    AS userId,
+    u."email"                                                     AS email,
+    p."graphExecId"                                               AS graphExecId,
+    p."nodeExecId"                                                AS nodeExecId,
+    p."blockName"                                                 AS blockName,
+    p."provider"                                                  AS provider,
+    p."model"                                                     AS model,
+    p."trackingType"                                              AS trackingType,
+    p."costMicrodollars"                                          AS costMicrodollars,
+    p."costMicrodollars"::float / 1000000.0                       AS costUsd,
+    p."inputTokens"                                               AS inputTokens,
+    p."outputTokens"                                              AS outputTokens,
+    p."cacheReadTokens"                                           AS cacheReadTokens,
+    p."cacheCreationTokens"                                       AS cacheCreationTokens,
+    CASE
+        WHEN p."inputTokens" IS NOT NULL AND p."outputTokens" IS NOT NULL
+        THEN p."inputTokens" + p."outputTokens"
+        ELSE NULL
+    END                                                           AS totalTokens,
+    p."duration"                                                  AS duration
+FROM platform."PlatformCostLog" p
+LEFT JOIN platform."User" u ON u."id" = p."userId"
+WHERE p."createdAt" > CURRENT_DATE - INTERVAL '90 days'

autogpt_platform/autogpt_libs/autogpt_libs/rate_limit/config.py

@@ -1,33 +0,0 @@
-from typing import Optional
-
-from pydantic import Field
-from pydantic_settings import BaseSettings, SettingsConfigDict
-
-
-class RateLimitSettings(BaseSettings):
-    redis_host: str = Field(
-        default="redis://localhost:6379",
-        description="Redis host",
-        validation_alias="REDIS_HOST",
-    )
-
-    redis_port: str = Field(
-        default="6379", description="Redis port", validation_alias="REDIS_PORT"
-    )
-
-    redis_password: Optional[str] = Field(
-        default=None,
-        description="Redis password",
-        validation_alias="REDIS_PASSWORD",
-    )
-
-    requests_per_minute: int = Field(
-        default=60,
-        description="Maximum number of requests allowed per minute per API key",
-        validation_alias="RATE_LIMIT_REQUESTS_PER_MINUTE",
-    )
-
-    model_config = SettingsConfigDict(case_sensitive=True, extra="ignore")
-
-
-RATE_LIMIT_SETTINGS = RateLimitSettings()

autogpt_platform/autogpt_libs/autogpt_libs/rate_limit/limiter.py

@@ -1,51 +0,0 @@
-import time
-from typing import Tuple
-
-from redis import Redis
-
-from .config import RATE_LIMIT_SETTINGS
-
-
-class RateLimiter:
-    def __init__(
-        self,
-        redis_host: str = RATE_LIMIT_SETTINGS.redis_host,
-        redis_port: str = RATE_LIMIT_SETTINGS.redis_port,
-        redis_password: str | None = RATE_LIMIT_SETTINGS.redis_password,
-        requests_per_minute: int = RATE_LIMIT_SETTINGS.requests_per_minute,
-    ):
-        self.redis = Redis(
-            host=redis_host,
-            port=int(redis_port),
-            password=redis_password,
-            decode_responses=True,
-        )
-        self.window = 60
-        self.max_requests = requests_per_minute
-
-    async def check_rate_limit(self, api_key_id: str) -> Tuple[bool, int, int]:
-        """
-        Check if request is within rate limits.
-
-        Args:
-            api_key_id: The API key identifier to check
-
-        Returns:
-            Tuple of (is_allowed, remaining_requests, reset_time)
-        """
-        now = time.time()
-        window_start = now - self.window
-        key = f"ratelimit:{api_key_id}:1min"
-
-        pipe = self.redis.pipeline()
-        pipe.zremrangebyscore(key, 0, window_start)
-        pipe.zadd(key, {str(now): now})
-        pipe.zcount(key, window_start, now)
-        pipe.expire(key, self.window)
-
-        _, _, request_count, _ = pipe.execute()
-
-        remaining = max(0, self.max_requests - request_count)
-        reset_time = int(now + self.window)
-
-        return request_count <= self.max_requests, remaining, reset_time

autogpt_platform/autogpt_libs/autogpt_libs/rate_limit/middleware.py

@@ -1,32 +0,0 @@
-from fastapi import HTTPException, Request
-from starlette.middleware.base import RequestResponseEndpoint
-
-from .limiter import RateLimiter
-
-
-async def rate_limit_middleware(request: Request, call_next: RequestResponseEndpoint):
-    """FastAPI middleware for rate limiting API requests."""
-    limiter = RateLimiter()
-
-    if not request.url.path.startswith("/api"):
-        return await call_next(request)
-
-    api_key = request.headers.get("Authorization")
-    if not api_key:
-        return await call_next(request)
-
-    api_key = api_key.replace("Bearer ", "")
-
-    is_allowed, remaining, reset_time = await limiter.check_rate_limit(api_key)
-
-    if not is_allowed:
-        raise HTTPException(
-            status_code=429, detail="Rate limit exceeded. Please try again later."
-        )
-
-    response = await call_next(request)
-    response.headers["X-RateLimit-Limit"] = str(limiter.max_requests)
-    response.headers["X-RateLimit-Remaining"] = str(remaining)
-    response.headers["X-RateLimit-Reset"] = str(reset_time)
-
-    return response

autogpt_platform/autogpt_libs/autogpt_libs/supabase_integration_credentials_store/types.py

@@ -59,6 +59,8 @@ class OAuthState(BaseModel):
     code_verifier: Optional[str] = None
     scopes: list[str]
     """Unix timestamp (seconds) indicating when this OAuth state expires"""
+    credential_id: Optional[str] = None
+    """If set, this OAuth flow upgrades an existing credential's scopes."""
 
 
 class UserMetadata(BaseModel):

autogpt_platform/autogpt_libs/autogpt_libs/utils/synchronize.py

@@ -1,13 +1,16 @@
 import asyncio
 from contextlib import asynccontextmanager
-from typing import TYPE_CHECKING, Any
+from typing import TYPE_CHECKING, Any, Union
 
 from expiringdict import ExpiringDict
 
 if TYPE_CHECKING:
     from redis.asyncio import Redis as AsyncRedis
+    from redis.asyncio.cluster import RedisCluster as AsyncRedisCluster
     from redis.asyncio.lock import Lock as AsyncRedisLock
 
+    AsyncRedisLike = Union[AsyncRedis, AsyncRedisCluster]
+
 
 class AsyncRedisKeyedMutex:
     """
@@ -17,7 +20,7 @@ class AsyncRedisKeyedMutex:
     in case the key is not unlocked for a specified duration, to prevent memory leaks.
     """
 
-    def __init__(self, redis: "AsyncRedis", timeout: int | None = 60):
+    def __init__(self, redis: "AsyncRedisLike", timeout: int | None = 60):
         self.redis = redis
         self.timeout = timeout
         self.locks: dict[Any, "AsyncRedisLock"] = ExpiringDict(

autogpt_platform/backend/.env.default

@@ -37,6 +37,23 @@ JWT_VERIFY_KEY=your-super-secret-jwt-token-with-at-least-32-characters-long
 ENCRYPTION_KEY=dvziYgz0KSK8FENhju0ZYi8-fRTfAdlz6YLhdB_jhNw=
 UNSUBSCRIBE_SECRET_KEY=HlP8ivStJjmbf6NKi78m_3FnOogut0t5ckzjsIqeaio=
 
+# Web Push (VAPID) — generate with: poetry run python -c "
+#   from py_vapid import Vapid; import base64
+#   from cryptography.hazmat.primitives.serialization import Encoding, PublicFormat
+#   v = Vapid(); v.generate_keys()
+#   raw_priv = v.private_key.private_numbers().private_value.to_bytes(32, 'big')
+#   print('VAPID_PRIVATE_KEY=' + base64.urlsafe_b64encode(raw_priv).rstrip(b'=').decode())
+#   raw_pub = v.public_key.public_bytes(Encoding.X962, PublicFormat.UncompressedPoint)
+#   print('VAPID_PUBLIC_KEY=' + base64.urlsafe_b64encode(raw_pub).rstrip(b'=').decode())
+# "
+# Dev-only keypair below — DO NOT use in staging/production. Regenerate
+# your own with the snippet above before any non-local deployment.
+VAPID_PRIVATE_KEY=17hBPdSdn6TR_yAgQxA0TjTcvRj3Lf6znHnASZ4rOKc
+VAPID_PUBLIC_KEY=BBg49iVTWthVbRYphwmZNvZyiSJDqtSO4nmLxDzLKe3Oo9jbtu0Usa14xX4HQQNLUeiEfzD42zWSlrvY1PR12bs
+# Per RFC 8292 push services use this in 410 Gone reports; set to a real
+# mailbox in production. Defaults to a placeholder for local dev.
+VAPID_CLAIM_EMAIL=mailto:dev@example.com
+
 ## ===== IMPORTANT OPTIONAL CONFIGURATION ===== ##
 # Platform URLs (set these for webhooks and OAuth to work)
 PLATFORM_BASE_URL=http://localhost:8000
@@ -58,6 +75,17 @@ V0_API_KEY=
 OPEN_ROUTER_API_KEY=
 NVIDIA_API_KEY=
 
+# Graphiti Temporal Knowledge Graph Memory
+# Rollout controlled by LaunchDarkly flag "graphiti-memory"
+# LLM key falls back to CHAT_API_KEY (AutoPilot), then OPEN_ROUTER_API_KEY.
+# Embedder key falls back to CHAT_OPENAI_API_KEY (AutoPilot), then OPENAI_API_KEY.
+GRAPHITI_FALKORDB_HOST=localhost
+GRAPHITI_FALKORDB_PORT=6380
+GRAPHITI_FALKORDB_PASSWORD=
+GRAPHITI_LLM_MODEL=gpt-4.1-mini
+GRAPHITI_EMBEDDER_MODEL=text-embedding-3-small
+GRAPHITI_SEMAPHORE_LIMIT=5
+
 # Langfuse Prompt Management
 # Used for managing the CoPilot system prompt externally
 # Get credentials from https://cloud.langfuse.com or your self-hosted instance
@@ -168,6 +196,13 @@ MEM0_API_KEY=
 OPENWEATHERMAP_API_KEY=
 GOOGLE_MAPS_API_KEY=
 
+# Platform Bot Linking
+PLATFORM_LINK_BASE_URL=http://localhost:3000/link
+
+# CoPilot chat-platform bridge (Discord/Telegram/Slack)
+# Uses FRONTEND_BASE_URL (above) for link confirmation pages.
+AUTOPILOT_BOT_DISCORD_TOKEN=
+
 # Communication Services
 DISCORD_BOT_TOKEN=
 MEDIUM_API_KEY=

autogpt_platform/backend/agents/calculator-agent.json

@@ -0,0 +1,166 @@
+{
+  "id": "858e2226-e047-4d19-a832-3be4a134d155",
+  "version": 2,
+  "is_active": true,
+  "name": "Calculator agent",
+  "description": "",
+  "instructions": null,
+  "recommended_schedule_cron": null,
+  "forked_from_id": null,
+  "forked_from_version": null,
+  "user_id": "",
+  "created_at": "2026-04-13T03:45:11.241Z",
+  "nodes": [
+    {
+      "id": "6762da5d-6915-4836-a431-6dcd7d36a54a",
+      "block_id": "c0a8e994-ebf1-4a9c-a4d8-89d09c86741b",
+      "input_default": {
+        "name": "Input",
+        "secret": false,
+        "advanced": false
+      },
+      "metadata": {
+        "position": {
+          "x": -188.2244873046875,
+          "y": 95
+        }
+      },
+      "input_links": [],
+      "output_links": [
+        {
+          "id": "432c7caa-49b9-4b70-bd21-2fa33a569601",
+          "source_id": "6762da5d-6915-4836-a431-6dcd7d36a54a",
+          "sink_id": "bf4a15ff-b0c4-4032-a21b-5880224af690",
+          "source_name": "result",
+          "sink_name": "a",
+          "is_static": true
+        }
+      ],
+      "graph_id": "858e2226-e047-4d19-a832-3be4a134d155",
+      "graph_version": 2,
+      "webhook_id": null
+    },
+    {
+      "id": "65429c9e-a0c6-4032-a421-6899c394fa74",
+      "block_id": "363ae599-353e-4804-937e-b2ee3cef3da4",
+      "input_default": {
+        "name": "Output",
+        "secret": false,
+        "advanced": false,
+        "escape_html": false
+      },
+      "metadata": {
+        "position": {
+          "x": 825.198974609375,
+          "y": 123.75
+        }
+      },
+      "input_links": [
+        {
+          "id": "8cdb2f33-5b10-4cc2-8839-f8ccb70083a3",
+          "source_id": "bf4a15ff-b0c4-4032-a21b-5880224af690",
+          "sink_id": "65429c9e-a0c6-4032-a421-6899c394fa74",
+          "source_name": "result",
+          "sink_name": "value",
+          "is_static": false
+        }
+      ],
+      "output_links": [],
+      "graph_id": "858e2226-e047-4d19-a832-3be4a134d155",
+      "graph_version": 2,
+      "webhook_id": null
+    },
+    {
+      "id": "bf4a15ff-b0c4-4032-a21b-5880224af690",
+      "block_id": "b1ab9b19-67a6-406d-abf5-2dba76d00c79",
+      "input_default": {
+        "b": 34,
+        "operation": "Add",
+        "round_result": false
+      },
+      "metadata": {
+        "position": {
+          "x": 323.0255126953125,
+          "y": 121.25
+        }
+      },
+      "input_links": [
+        {
+          "id": "432c7caa-49b9-4b70-bd21-2fa33a569601",
+          "source_id": "6762da5d-6915-4836-a431-6dcd7d36a54a",
+          "sink_id": "bf4a15ff-b0c4-4032-a21b-5880224af690",
+          "source_name": "result",
+          "sink_name": "a",
+          "is_static": true
+        }
+      ],
+      "output_links": [
+        {
+          "id": "8cdb2f33-5b10-4cc2-8839-f8ccb70083a3",
+          "source_id": "bf4a15ff-b0c4-4032-a21b-5880224af690",
+          "sink_id": "65429c9e-a0c6-4032-a421-6899c394fa74",
+          "source_name": "result",
+          "sink_name": "value",
+          "is_static": false
+        }
+      ],
+      "graph_id": "858e2226-e047-4d19-a832-3be4a134d155",
+      "graph_version": 2,
+      "webhook_id": null
+    }
+  ],
+  "links": [
+    {
+      "id": "8cdb2f33-5b10-4cc2-8839-f8ccb70083a3",
+      "source_id": "bf4a15ff-b0c4-4032-a21b-5880224af690",
+      "sink_id": "65429c9e-a0c6-4032-a421-6899c394fa74",
+      "source_name": "result",
+      "sink_name": "value",
+      "is_static": false
+    },
+    {
+      "id": "432c7caa-49b9-4b70-bd21-2fa33a569601",
+      "source_id": "6762da5d-6915-4836-a431-6dcd7d36a54a",
+      "sink_id": "bf4a15ff-b0c4-4032-a21b-5880224af690",
+      "source_name": "result",
+      "sink_name": "a",
+      "is_static": true
+    }
+  ],
+  "sub_graphs": [],
+  "input_schema": {
+    "type": "object",
+    "properties": {
+      "Input": {
+        "advanced": false,
+        "secret": false,
+        "title": "Input"
+      }
+    },
+    "required": [
+      "Input"
+    ]
+  },
+  "output_schema": {
+    "type": "object",
+    "properties": {
+      "Output": {
+        "advanced": false,
+        "secret": false,
+        "title": "Output"
+      }
+    },
+    "required": [
+      "Output"
+    ]
+  },
+  "has_external_trigger": false,
+  "has_human_in_the_loop": false,
+  "has_sensitive_action": false,
+  "trigger_setup_info": null,
+  "credentials_input_schema": {
+    "type": "object",
+    "properties": {},
+    "required": []
+  }
+}

autogpt_platform/backend/backend/api/conn_manager.py

@@ -1,14 +1,44 @@
 import asyncio
-from typing import Dict, Set
+import json
+import logging
+import time
+from typing import Awaitable, Callable, Dict, Optional, Set
 
-from fastapi import WebSocket
+from fastapi import WebSocket, WebSocketDisconnect
+from redis.asyncio import Redis as AsyncRedis
+from redis.asyncio.client import PubSub as AsyncPubSub
+from redis.exceptions import MovedError, RedisError, ResponseError
+from starlette.websockets import WebSocketState
 
-from backend.api.model import NotificationPayload, WSMessage, WSMethod
+from backend.api.model import WSMessage, WSMethod
+from backend.data import redis_client as redis
+from backend.data.event_bus import _assert_no_wildcard
 from backend.data.execution import (
     ExecutionEventType,
-    GraphExecutionEvent,
-    NodeExecutionEvent,
+    exec_channel,
+    get_graph_execution_meta,
+    graph_all_channel,
 )
+from backend.data.notification_bus import NotificationEvent
+from backend.util.settings import Settings
+
+logger = logging.getLogger(__name__)
+_settings = Settings()
+
+
+def _is_ws_close_race(exc: BaseException, websocket: WebSocket) -> bool:
+    """A SPUBLISH→WS send racing with WS close — benign, drop quietly."""
+    if isinstance(exc, WebSocketDisconnect):
+        return True
+    if (
+        getattr(websocket, "application_state", None) == WebSocketState.DISCONNECTED
+        or getattr(websocket, "client_state", None) == WebSocketState.DISCONNECTED
+    ):
+        return True
+    if isinstance(exc, RuntimeError) and "close message has been sent" in str(exc):
+        return True
+    return False
+
 
 _EVENT_TYPE_TO_METHOD_MAP: dict[ExecutionEventType, WSMethod] = {
     ExecutionEventType.GRAPH_EXEC_UPDATE: WSMethod.GRAPH_EXECUTION_EVENT,
@@ -16,128 +46,379 @@ _EVENT_TYPE_TO_METHOD_MAP: dict[ExecutionEventType, WSMethod] = {
 }
 
 
+def event_bus_channel(channel_key: str) -> str:
+    """Prefix a channel key with the execution event bus name."""
+    return f"{_settings.config.execution_event_bus_name}/{channel_key}"
+
+
+def _notification_bus_channel(user_id: str) -> str:
+    """Return the full sharded channel name for a user's notifications."""
+    return f"{_settings.config.notification_event_bus_name}/{user_id}"
+
+
+MessageHandler = Callable[[Optional[bytes | str]], Awaitable[None]]
+
+
+def _is_moved_error(exc: BaseException) -> bool:
+    """A MOVED redirect — slot migration mid-stream; pump should reconnect."""
+    if isinstance(exc, MovedError):
+        return True
+    if isinstance(exc, ResponseError) and str(exc).startswith("MOVED "):
+        return True
+    return False
+
+
+# Reconnect tunables for shard-failover during pubsub.listen().
+_PUMP_RECONNECT_DEADLINE_S = 60.0
+_PUMP_RECONNECT_BACKOFF_INITIAL_S = 0.5
+_PUMP_RECONNECT_BACKOFF_MAX_S = 8.0
+
+
+class _Subscription:
+    """One SSUBSCRIBE lifecycle bound to a WebSocket, pinned to the owning shard."""
+
+    def __init__(self, full_channel: str) -> None:
+        _assert_no_wildcard(full_channel)
+        self.full_channel = full_channel
+        self._client: AsyncRedis | None = None
+        self._pubsub: AsyncPubSub | None = None
+        self._task: asyncio.Task | None = None
+
+    async def start(self, on_message: MessageHandler) -> None:
+        await self._open_pubsub()
+        self._task = asyncio.create_task(self._pump(on_message))
+
+    async def _open_pubsub(self) -> None:
+        """(Re)establish the sharded pubsub connection + SSUBSCRIBE."""
+        self._client = await redis.connect_sharded_pubsub_async(self.full_channel)
+        self._pubsub = self._client.pubsub()
+        await self._pubsub.execute_command("SSUBSCRIBE", self.full_channel)
+        # redis-py 6.x async PubSub.listen() exits when ``channels`` is
+        # empty; raw SSUBSCRIBE doesn't populate it, so do it ourselves.
+        self._pubsub.channels[self.full_channel] = None  # type: ignore[index]
+
+    async def _close_pubsub_quietly(self) -> None:
+        """Best-effort teardown before reconnect — never raises."""
+        if self._pubsub is not None:
+            try:
+                await self._pubsub.aclose()
+            except Exception:
+                pass
+            self._pubsub = None
+        if self._client is not None:
+            try:
+                await self._client.aclose()
+            except Exception:
+                pass
+            self._client = None
+
+    async def _pump(self, on_message: MessageHandler) -> None:
+        if self._pubsub is None:
+            return
+        backoff = _PUMP_RECONNECT_BACKOFF_INITIAL_S
+        deadline = time.monotonic() + _PUMP_RECONNECT_DEADLINE_S
+        while True:
+            pubsub = self._pubsub
+            if pubsub is None:
+                return
+            needs_reconnect = False
+            try:
+                async for message in pubsub.listen():
+                    msg_type = message.get("type")
+                    # Server-pushed sunsubscribe: slot ownership changed and
+                    # Redis revoked our SSUBSCRIBE without dropping the TCP.
+                    # Treat as a reconnect trigger so we re-resolve the shard.
+                    if msg_type == "sunsubscribe":
+                        needs_reconnect = True
+                        break
+                    if msg_type not in ("smessage", "message", "pmessage"):
+                        continue
+                    # Successful read resets the reconnect budget.
+                    backoff = _PUMP_RECONNECT_BACKOFF_INITIAL_S
+                    deadline = time.monotonic() + _PUMP_RECONNECT_DEADLINE_S
+                    try:
+                        await on_message(message.get("data"))
+                    except Exception:
+                        logger.exception(
+                            "Websocket message-handler failed for channel %s",
+                            self.full_channel,
+                        )
+                if not needs_reconnect:
+                    # listen() exited cleanly (channels emptied) — pump is done.
+                    return
+            except asyncio.CancelledError:
+                raise
+            except (ConnectionError, RedisError) as exc:
+                if isinstance(exc, ResponseError) and not _is_moved_error(exc):
+                    logger.exception(
+                        "Pubsub pump crashed on non-retryable ResponseError for %s",
+                        self.full_channel,
+                    )
+                    return
+                if time.monotonic() > deadline:
+                    logger.exception(
+                        "Pubsub pump giving up after reconnect deadline for %s",
+                        self.full_channel,
+                    )
+                    return
+                logger.warning(
+                    "Pubsub pump reconnecting for %s after %s: %s",
+                    self.full_channel,
+                    type(exc).__name__,
+                    exc,
+                )
+            except Exception:
+                logger.exception("Pubsub pump crashed for %s", self.full_channel)
+                return
+
+            # Either a retryable error was raised, or the server pushed a
+            # sunsubscribe — close the stale pubsub and reopen against the
+            # (possibly migrated) shard.
+            await self._close_pubsub_quietly()
+            await asyncio.sleep(backoff)
+            backoff = min(backoff * 2, _PUMP_RECONNECT_BACKOFF_MAX_S)
+            try:
+                await self._open_pubsub()
+            except (ConnectionError, RedisError) as reopen_exc:
+                logger.warning(
+                    "Pubsub pump reopen failed for %s: %s",
+                    self.full_channel,
+                    reopen_exc,
+                )
+                # Loop again — deadline check will eventually exit.
+                continue
+
+    async def stop(self) -> None:
+        if self._task is not None:
+            self._task.cancel()
+            try:
+                await self._task
+            except (asyncio.CancelledError, Exception):
+                pass
+            self._task = None
+        if self._pubsub is not None:
+            try:
+                await self._pubsub.execute_command("SUNSUBSCRIBE", self.full_channel)
+            except Exception:
+                logger.warning(
+                    "SUNSUBSCRIBE failed for %s", self.full_channel, exc_info=True
+                )
+            try:
+                await self._pubsub.aclose()
+            except Exception:
+                pass
+            self._pubsub = None
+        if self._client is not None:
+            try:
+                await self._client.aclose()
+            except Exception:
+                pass
+            self._client = None
+
+
 class ConnectionManager:
     def __init__(self):
         self.active_connections: Set[WebSocket] = set()
+        # channel_key → sockets subscribed (public channel keys, not raw Redis channels)
         self.subscriptions: Dict[str, Set[WebSocket]] = {}
-        self.user_connections: Dict[str, Set[WebSocket]] = {}
+        # websocket → {channel_key: _Subscription}
+        self._ws_subs: Dict[WebSocket, Dict[str, _Subscription]] = {}
+        # websocket → notification subscription
+        self._ws_notifications: Dict[WebSocket, _Subscription] = {}
 
     async def connect_socket(self, websocket: WebSocket, *, user_id: str):
         await websocket.accept()
         self.active_connections.add(websocket)
-        if user_id not in self.user_connections:
-            self.user_connections[user_id] = set()
-        self.user_connections[user_id].add(websocket)
+        self._ws_subs.setdefault(websocket, {})
+        await self._start_notification_subscription(websocket, user_id=user_id)
 
-    def disconnect_socket(self, websocket: WebSocket, *, user_id: str):
+    async def disconnect_socket(self, websocket: WebSocket, *, user_id: str):
         self.active_connections.discard(websocket)
-        for subscribers in self.subscriptions.values():
+        # Stop SSUBSCRIBE pumps before dropping bookkeeping to avoid leaks.
+        subs = self._ws_subs.pop(websocket, {})
+        for sub in subs.values():
+            await sub.stop()
+        notif_sub = self._ws_notifications.pop(websocket, None)
+        if notif_sub is not None:
+            await notif_sub.stop()
+        for channel_key, subscribers in list(self.subscriptions.items()):
             subscribers.discard(websocket)
-        user_conns = self.user_connections.get(user_id)
-        if user_conns is not None:
-            user_conns.discard(websocket)
-            if not user_conns:
-                self.user_connections.pop(user_id, None)
+            if not subscribers:
+                self.subscriptions.pop(channel_key, None)
 
     async def subscribe_graph_exec(
         self, *, user_id: str, graph_exec_id: str, websocket: WebSocket
     ) -> str:
-        return await self._subscribe(
-            _graph_exec_channel_key(user_id, graph_exec_id=graph_exec_id), websocket
+        # Hash-tagged channel needs graph_id; resolve once per subscribe.
+        meta = await get_graph_execution_meta(user_id, graph_exec_id)
+        if meta is None:
+            raise ValueError(
+                f"graph_exec #{graph_exec_id} not found for user #{user_id}"
+            )
+        channel_key = graph_exec_channel_key(user_id, graph_exec_id=graph_exec_id)
+        full_channel = event_bus_channel(
+            exec_channel(user_id, meta.graph_id, graph_exec_id)
         )
+        await self._open_subscription(websocket, channel_key, full_channel)
+        return channel_key
 
     async def subscribe_graph_execs(
         self, *, user_id: str, graph_id: str, websocket: WebSocket
     ) -> str:
-        return await self._subscribe(
-            _graph_execs_channel_key(user_id, graph_id=graph_id), websocket
-        )
+        channel_key = _graph_execs_channel_key(user_id, graph_id=graph_id)
+        full_channel = event_bus_channel(graph_all_channel(user_id, graph_id))
+        await self._open_subscription(websocket, channel_key, full_channel)
+        return channel_key
 
     async def unsubscribe_graph_exec(
         self, *, user_id: str, graph_exec_id: str, websocket: WebSocket
     ) -> str | None:
-        return await self._unsubscribe(
-            _graph_exec_channel_key(user_id, graph_exec_id=graph_exec_id), websocket
-        )
+        channel_key = graph_exec_channel_key(user_id, graph_exec_id=graph_exec_id)
+        return await self._close_subscription(websocket, channel_key)
 
     async def unsubscribe_graph_execs(
         self, *, user_id: str, graph_id: str, websocket: WebSocket
     ) -> str | None:
-        return await self._unsubscribe(
-            _graph_execs_channel_key(user_id, graph_id=graph_id), websocket
-        )
+        channel_key = _graph_execs_channel_key(user_id, graph_id=graph_id)
+        return await self._close_subscription(websocket, channel_key)
 
-    async def send_execution_update(
-        self, exec_event: GraphExecutionEvent | NodeExecutionEvent
-    ) -> int:
-        graph_exec_id = (
-            exec_event.id
-            if isinstance(exec_event, GraphExecutionEvent)
-            else exec_event.graph_exec_id
-        )
+    async def _open_subscription(
+        self, websocket: WebSocket, channel_key: str, full_channel: str
+    ) -> None:
+        self.subscriptions.setdefault(channel_key, set()).add(websocket)
+        per_ws = self._ws_subs.setdefault(websocket, {})
+        if channel_key in per_ws:
+            return
+        sub = _Subscription(full_channel)
 
-        n_sent = 0
+        async def on_message(data: Optional[bytes | str]) -> None:
+            await self._forward_exec_event(websocket, channel_key, data)
 
-        channels: set[str] = {
-            # Send update to listeners for this graph execution
-            _graph_exec_channel_key(exec_event.user_id, graph_exec_id=graph_exec_id)
-        }
-        if isinstance(exec_event, GraphExecutionEvent):
-            # Send update to listeners for all executions of this graph
-            channels.add(
-                _graph_execs_channel_key(
-                    exec_event.user_id, graph_id=exec_event.graph_id
-                )
-            )
+        await sub.start(on_message)
+        per_ws[channel_key] = sub
 
-        for channel in channels.intersection(self.subscriptions.keys()):
-            message = WSMessage(
-                method=_EVENT_TYPE_TO_METHOD_MAP[exec_event.event_type],
-                channel=channel,
-                data=exec_event.model_dump(),
-            ).model_dump_json()
-            for connection in self.subscriptions[channel]:
-                await connection.send_text(message)
-                n_sent += 1
-
-        return n_sent
-
-    async def send_notification(
-        self, *, user_id: str, payload: NotificationPayload
-    ) -> int:
-        """Send a notification to all websocket connections belonging to a user."""
-        message = WSMessage(
-            method=WSMethod.NOTIFICATION,
-            data=payload.model_dump(),
-        ).model_dump_json()
-
-        connections = tuple(self.user_connections.get(user_id, set()))
-        if not connections:
-            return 0
-
-        await asyncio.gather(
-            *(connection.send_text(message) for connection in connections),
-            return_exceptions=True,
-        )
-
-        return len(connections)
-
-    async def _subscribe(self, channel_key: str, websocket: WebSocket) -> str:
-        if channel_key not in self.subscriptions:
-            self.subscriptions[channel_key] = set()
-        self.subscriptions[channel_key].add(websocket)
+    async def _close_subscription(
+        self, websocket: WebSocket, channel_key: str
+    ) -> str | None:
+        subscribers = self.subscriptions.get(channel_key)
+        if subscribers is None:
+            return None
+        subscribers.discard(websocket)
+        if not subscribers:
+            self.subscriptions.pop(channel_key, None)
+        per_ws = self._ws_subs.get(websocket)
+        if per_ws and channel_key in per_ws:
+            sub = per_ws.pop(channel_key)
+            await sub.stop()
         return channel_key
 
-    async def _unsubscribe(self, channel_key: str, websocket: WebSocket) -> str | None:
-        if channel_key in self.subscriptions:
-            self.subscriptions[channel_key].discard(websocket)
-            if not self.subscriptions[channel_key]:
-                del self.subscriptions[channel_key]
-            return channel_key
-        return None
+    async def _forward_exec_event(
+        self,
+        websocket: WebSocket,
+        channel_key: str,
+        raw_payload: Optional[bytes | str],
+    ) -> None:
+        if raw_payload is None:
+            return
+        # Unwrap the `_EventPayloadWrapper` envelope, then re-wrap as a WS message.
+        try:
+            wrapper = (
+                raw_payload.decode()
+                if isinstance(raw_payload, (bytes, bytearray))
+                else raw_payload
+            )
+        except Exception:
+            logger.warning(
+                "Failed to decode pubsub payload on %s", channel_key, exc_info=True
+            )
+            return
+
+        try:
+            parsed = json.loads(wrapper)
+            event_data = parsed.get("payload")
+            if not isinstance(event_data, dict):
+                return
+            event_type = event_data.get("event_type")
+            method = _EVENT_TYPE_TO_METHOD_MAP.get(ExecutionEventType(event_type))
+            if method is None:
+                return
+            message = WSMessage(
+                method=method,
+                channel=channel_key,
+                data=event_data,
+            ).model_dump_json()
+            await websocket.send_text(message)
+        except Exception as e:
+            if _is_ws_close_race(e, websocket):
+                logger.debug("Dropped exec event on closed WS for %s", channel_key)
+                return
+            logger.exception("Failed to forward exec event on %s", channel_key)
+
+    async def _start_notification_subscription(
+        self, websocket: WebSocket, *, user_id: str
+    ) -> None:
+        full_channel = _notification_bus_channel(user_id)
+        sub = _Subscription(full_channel)
+
+        async def on_message(data: Optional[bytes | str]) -> None:
+            await self._forward_notification(websocket, user_id, data)
+
+        try:
+            await sub.start(on_message)
+        except Exception:
+            logger.exception(
+                "Failed to open notification SSUBSCRIBE for user=%s", user_id
+            )
+            return
+        self._ws_notifications[websocket] = sub
+
+    async def _forward_notification(
+        self,
+        websocket: WebSocket,
+        user_id: str,
+        raw_payload: Optional[bytes | str],
+    ) -> None:
+        if raw_payload is None:
+            return
+        try:
+            wrapper_json = (
+                raw_payload.decode()
+                if isinstance(raw_payload, (bytes, bytearray))
+                else raw_payload
+            )
+            parsed = json.loads(wrapper_json)
+            inner = parsed.get("payload") if isinstance(parsed, dict) else None
+            if not isinstance(inner, dict):
+                return
+            event = NotificationEvent.model_validate(inner)
+        except Exception:
+            logger.warning(
+                "Failed to parse notification payload for user=%s",
+                user_id,
+                exc_info=True,
+            )
+            return
+        # Defense in depth against cross-user payloads.
+        if event.user_id != user_id:
+            return
+        message = WSMessage(
+            method=WSMethod.NOTIFICATION,
+            data=event.payload.model_dump(),
+        ).model_dump_json()
+        try:
+            await websocket.send_text(message)
+        except Exception as e:
+            if _is_ws_close_race(e, websocket):
+                logger.debug("Dropped notification on closed WS for user=%s", user_id)
+                return
+            logger.warning(
+                "Failed to deliver notification to WS for user=%s",
+                user_id,
+                exc_info=True,
+            )
 
 
-def _graph_exec_channel_key(user_id: str, *, graph_exec_id: str) -> str:
+def graph_exec_channel_key(user_id: str, *, graph_exec_id: str) -> str:
     return f"{user_id}|graph_exec#{graph_exec_id}"
 
 

autogpt_platform/backend/backend/api/conn_manager_integration_test.py

@@ -0,0 +1,386 @@
+"""ConnectionManager integration over the live 3-shard Redis cluster:
+SSUBSCRIBE → SPUBLISH → WebSocket forwarding with no Redis mocks. Skips
+when the cluster is unreachable."""
+
+import asyncio
+import json
+from datetime import datetime, timezone
+from unittest.mock import AsyncMock
+from uuid import uuid4
+
+import pytest
+from fastapi import WebSocket
+
+import backend.data.redis_client as redis_client
+from backend.api.conn_manager import (
+    ConnectionManager,
+    _graph_execs_channel_key,
+    event_bus_channel,
+    graph_exec_channel_key,
+)
+from backend.api.model import WSMethod
+from backend.data.execution import (
+    ExecutionStatus,
+    GraphExecutionEvent,
+    GraphExecutionMeta,
+    NodeExecutionEvent,
+    exec_channel,
+    graph_all_channel,
+)
+
+
+def _has_live_cluster() -> bool:
+    try:
+        c = redis_client.connect()
+    except Exception:  # noqa: BLE001 — any connect failure → skip
+        return False
+    try:
+        c.close()
+    except Exception:
+        pass
+    return True
+
+
+pytestmark = pytest.mark.skipif(
+    not _has_live_cluster(),
+    reason="local redis cluster not reachable; skip conn_manager integration",
+)
+
+
+def _meta(user_id: str, graph_id: str, graph_exec_id: str) -> GraphExecutionMeta:
+    """Build a minimal GraphExecutionMeta for ``subscribe_graph_exec`` to use."""
+    return GraphExecutionMeta(
+        id=graph_exec_id,
+        user_id=user_id,
+        graph_id=graph_id,
+        graph_version=1,
+        inputs=None,
+        credential_inputs=None,
+        nodes_input_masks=None,
+        preset_id=None,
+        status=ExecutionStatus.RUNNING,
+        started_at=datetime.now(tz=timezone.utc),
+        ended_at=None,
+        stats=GraphExecutionMeta.Stats(),
+    )
+
+
+def _node_event_payload(
+    *, user_id: str, graph_id: str, graph_exec_id: str, marker: str
+) -> bytes:
+    """Wire-format a NodeExecutionEvent the way RedisExecutionEventBus would."""
+    inner = NodeExecutionEvent(
+        user_id=user_id,
+        graph_id=graph_id,
+        graph_version=1,
+        graph_exec_id=graph_exec_id,
+        node_exec_id=f"node-exec-{marker}",
+        node_id="node-1",
+        block_id="block-1",
+        status=ExecutionStatus.COMPLETED,
+        input_data={"in": marker},
+        output_data={"out": [marker]},
+        add_time=datetime.now(tz=timezone.utc),
+        queue_time=None,
+        start_time=datetime.now(tz=timezone.utc),
+        end_time=datetime.now(tz=timezone.utc),
+    ).model_dump(mode="json")
+    return json.dumps({"payload": inner}).encode()
+
+
+def _graph_event_payload(
+    *, user_id: str, graph_id: str, graph_exec_id: str, marker: str
+) -> bytes:
+    inner = GraphExecutionEvent(
+        id=graph_exec_id,
+        user_id=user_id,
+        graph_id=graph_id,
+        graph_version=1,
+        preset_id=None,
+        status=ExecutionStatus.COMPLETED,
+        started_at=datetime.now(tz=timezone.utc),
+        ended_at=datetime.now(tz=timezone.utc),
+        stats=GraphExecutionEvent.Stats(
+            cost=0,
+            duration=1.0,
+            node_exec_time=0.5,
+            node_exec_count=1,
+        ),
+        inputs={"x": marker},
+        credential_inputs=None,
+        nodes_input_masks=None,
+        outputs={"y": [marker]},
+    ).model_dump(mode="json")
+    return json.dumps({"payload": inner}).encode()
+
+
+async def _wait_until(predicate, timeout: float = 5.0, interval: float = 0.05) -> bool:
+    """Poll ``predicate()`` until truthy or timeout — used to wait for pubsub."""
+    deadline = asyncio.get_event_loop().time() + timeout
+    while asyncio.get_event_loop().time() < deadline:
+        if predicate():
+            return True
+        await asyncio.sleep(interval)
+    return False
+
+
+@pytest.mark.asyncio
+async def test_two_clients_get_independent_ssubscribes_on_right_shards(
+    monkeypatch,
+) -> None:
+    """Two WS clients on different graph_exec_ids each receive ONLY their
+    own publish, even when the channels land on different shards."""
+    user_id = "user-conn-int-1"
+    graph_a = f"graph-a-{uuid4().hex[:8]}"
+    graph_b = f"graph-b-{uuid4().hex[:8]}"
+    exec_a = f"exec-a-{uuid4().hex[:8]}"
+    exec_b = f"exec-b-{uuid4().hex[:8]}"
+
+    # Stub Prisma lookup so tests don't need a DB.
+    async def _fake_meta(_uid, gex_id):
+        return _meta(user_id, graph_a if gex_id == exec_a else graph_b, gex_id)
+
+    monkeypatch.setattr("backend.api.conn_manager.get_graph_execution_meta", _fake_meta)
+
+    cm = ConnectionManager()
+    ws_a: AsyncMock = AsyncMock(spec=WebSocket)
+    ws_b: AsyncMock = AsyncMock(spec=WebSocket)
+    sent_a: list[str] = []
+    sent_b: list[str] = []
+    ws_a.send_text = AsyncMock(side_effect=lambda m: sent_a.append(m))
+    ws_b.send_text = AsyncMock(side_effect=lambda m: sent_b.append(m))
+
+    redis_client.get_redis.cache_clear()
+    cluster = redis_client.get_redis()
+
+    try:
+        await cm.subscribe_graph_exec(
+            user_id=user_id, graph_exec_id=exec_a, websocket=ws_a
+        )
+        await cm.subscribe_graph_exec(
+            user_id=user_id, graph_exec_id=exec_b, websocket=ws_b
+        )
+        # Let SSUBSCRIBE settle on each shard.
+        await asyncio.sleep(0.2)
+
+        # Publish to each per-exec channel.
+        chan_a = event_bus_channel(exec_channel(user_id, graph_a, exec_a))
+        chan_b = event_bus_channel(exec_channel(user_id, graph_b, exec_b))
+        cluster.spublish(
+            chan_a,
+            _node_event_payload(
+                user_id=user_id,
+                graph_id=graph_a,
+                graph_exec_id=exec_a,
+                marker="A",
+            ).decode(),
+        )
+        cluster.spublish(
+            chan_b,
+            _node_event_payload(
+                user_id=user_id,
+                graph_id=graph_b,
+                graph_exec_id=exec_b,
+                marker="B",
+            ).decode(),
+        )
+
+        delivered = await _wait_until(lambda: sent_a and sent_b, timeout=5.0)
+        assert delivered, f"timeout: sent_a={sent_a!r} sent_b={sent_b!r}"
+
+        msg_a = json.loads(sent_a[0])
+        msg_b = json.loads(sent_b[0])
+        assert msg_a["channel"] == graph_exec_channel_key(user_id, graph_exec_id=exec_a)
+        assert msg_b["channel"] == graph_exec_channel_key(user_id, graph_exec_id=exec_b)
+        assert msg_a["data"]["graph_exec_id"] == exec_a
+        assert msg_b["data"]["graph_exec_id"] == exec_b
+        # No cross-talk: each socket got exactly one message.
+        assert len(sent_a) == 1 and len(sent_b) == 1
+    finally:
+        await cm.disconnect_socket(ws_a, user_id=user_id)
+        await cm.disconnect_socket(ws_b, user_id=user_id)
+        redis_client.disconnect()
+
+
+@pytest.mark.asyncio
+async def test_aggregate_channel_receives_per_exec_publishes(monkeypatch) -> None:
+    """A subscriber on the ``graph_execs`` aggregate channel must receive the
+    GraphExecutionEvent published to the ``/all`` channel — even though
+    per-exec events go to a different channel."""
+    user_id = "user-conn-int-2"
+    graph_id = f"graph-{uuid4().hex[:8]}"
+    exec_id = f"exec-{uuid4().hex[:8]}"
+
+    async def _fake_meta(_uid, gex_id):
+        return _meta(user_id, graph_id, gex_id)
+
+    monkeypatch.setattr("backend.api.conn_manager.get_graph_execution_meta", _fake_meta)
+
+    cm = ConnectionManager()
+    ws_agg: AsyncMock = AsyncMock(spec=WebSocket)
+    ws_per: AsyncMock = AsyncMock(spec=WebSocket)
+    sent_agg: list[str] = []
+    sent_per: list[str] = []
+    ws_agg.send_text = AsyncMock(side_effect=lambda m: sent_agg.append(m))
+    ws_per.send_text = AsyncMock(side_effect=lambda m: sent_per.append(m))
+
+    redis_client.get_redis.cache_clear()
+    cluster = redis_client.get_redis()
+
+    try:
+        await cm.subscribe_graph_execs(
+            user_id=user_id, graph_id=graph_id, websocket=ws_agg
+        )
+        await cm.subscribe_graph_exec(
+            user_id=user_id, graph_exec_id=exec_id, websocket=ws_per
+        )
+        await asyncio.sleep(0.2)
+
+        # The eventbus publishes the same event to both channels — replicate.
+        chan_per = event_bus_channel(exec_channel(user_id, graph_id, exec_id))
+        chan_all = event_bus_channel(graph_all_channel(user_id, graph_id))
+        payload = _graph_event_payload(
+            user_id=user_id,
+            graph_id=graph_id,
+            graph_exec_id=exec_id,
+            marker="agg",
+        ).decode()
+        cluster.spublish(chan_per, payload)
+        cluster.spublish(chan_all, payload)
+
+        delivered = await _wait_until(lambda: sent_agg and sent_per, timeout=5.0)
+        assert delivered, f"sent_agg={sent_agg!r} sent_per={sent_per!r}"
+        agg_msg = json.loads(sent_agg[0])
+        per_msg = json.loads(sent_per[0])
+        # Aggregate subscriber's channel key is the per-graph executions key.
+        assert agg_msg["channel"] == _graph_execs_channel_key(
+            user_id, graph_id=graph_id
+        )
+        assert per_msg["channel"] == graph_exec_channel_key(
+            user_id, graph_exec_id=exec_id
+        )
+        assert agg_msg["method"] == WSMethod.GRAPH_EXECUTION_EVENT.value
+    finally:
+        await cm.disconnect_socket(ws_agg, user_id=user_id)
+        await cm.disconnect_socket(ws_per, user_id=user_id)
+        redis_client.disconnect()
+
+
+@pytest.mark.asyncio
+async def test_disconnect_unsubscribes_and_drops_future_publishes(monkeypatch) -> None:
+    """After ``disconnect_socket`` runs, a subsequent SPUBLISH must NOT reach
+    the dead websocket — exercises the SUNSUBSCRIBE + bookkeeping cleanup."""
+    user_id = "user-conn-int-3"
+    graph_id = f"graph-{uuid4().hex[:8]}"
+    exec_id = f"exec-{uuid4().hex[:8]}"
+
+    async def _fake_meta(_uid, gex_id):
+        return _meta(user_id, graph_id, gex_id)
+
+    monkeypatch.setattr("backend.api.conn_manager.get_graph_execution_meta", _fake_meta)
+
+    cm = ConnectionManager()
+    ws: AsyncMock = AsyncMock(spec=WebSocket)
+    sent: list[str] = []
+    ws.send_text = AsyncMock(side_effect=lambda m: sent.append(m))
+
+    redis_client.get_redis.cache_clear()
+    cluster = redis_client.get_redis()
+    chan = event_bus_channel(exec_channel(user_id, graph_id, exec_id))
+    payload = _node_event_payload(
+        user_id=user_id, graph_id=graph_id, graph_exec_id=exec_id, marker="live"
+    ).decode()
+
+    try:
+        await cm.subscribe_graph_exec(
+            user_id=user_id, graph_exec_id=exec_id, websocket=ws
+        )
+        await asyncio.sleep(0.15)
+
+        # First publish — must reach the socket.
+        cluster.spublish(chan, payload)
+        delivered = await _wait_until(lambda: bool(sent), timeout=5.0)
+        assert delivered
+        assert len(sent) == 1
+
+        # Disconnect → SUNSUBSCRIBE + bookkeeping cleared.
+        await cm.disconnect_socket(ws, user_id=user_id)
+        # Pump cancellation may drain in-flight messages; wait for it.
+        await asyncio.sleep(0.2)
+
+        # Channel bookkeeping must be gone.
+        assert (
+            graph_exec_channel_key(user_id, graph_exec_id=exec_id)
+            not in cm.subscriptions
+        )
+        assert ws not in cm._ws_subs
+
+        # Second publish — must NOT reach the (already-disconnected) socket.
+        cluster.spublish(
+            chan,
+            _node_event_payload(
+                user_id=user_id,
+                graph_id=graph_id,
+                graph_exec_id=exec_id,
+                marker="post-disconnect",
+            ).decode(),
+        )
+        await asyncio.sleep(0.5)
+        # Still only the one pre-disconnect message.
+        assert len(sent) == 1
+    finally:
+        redis_client.disconnect()
+
+
+@pytest.mark.asyncio
+async def test_slow_consumer_receives_all_events_without_loss(monkeypatch) -> None:
+    """Burst-publish many SPUBLISHes; assert every one reaches the subscriber
+    in order — guards against drops/reorderings in the pubsub pump."""
+    user_id = "user-conn-int-4"
+    graph_id = f"graph-{uuid4().hex[:8]}"
+    exec_id = f"exec-{uuid4().hex[:8]}"
+    n_events = 100
+
+    async def _fake_meta(_uid, gex_id):
+        return _meta(user_id, graph_id, gex_id)
+
+    monkeypatch.setattr("backend.api.conn_manager.get_graph_execution_meta", _fake_meta)
+
+    cm = ConnectionManager()
+    ws: AsyncMock = AsyncMock(spec=WebSocket)
+    sent: list[str] = []
+    ws.send_text = AsyncMock(side_effect=lambda m: sent.append(m))
+
+    redis_client.get_redis.cache_clear()
+    cluster = redis_client.get_redis()
+    chan = event_bus_channel(exec_channel(user_id, graph_id, exec_id))
+
+    try:
+        await cm.subscribe_graph_exec(
+            user_id=user_id, graph_exec_id=exec_id, websocket=ws
+        )
+        await asyncio.sleep(0.2)
+
+        # Burst-publish n_events without yielding to the pump.
+        for i in range(n_events):
+            cluster.spublish(
+                chan,
+                _node_event_payload(
+                    user_id=user_id,
+                    graph_id=graph_id,
+                    graph_exec_id=exec_id,
+                    marker=f"m{i}",
+                ).decode(),
+            )
+
+        delivered = await _wait_until(
+            lambda: len(sent) >= n_events, timeout=15.0, interval=0.1
+        )
+        assert delivered, f"only delivered {len(sent)}/{n_events}"
+
+        # Validate ordering — Redis pub/sub is FIFO per channel.
+        markers = [json.loads(m)["data"]["input_data"]["in"] for m in sent[:n_events]]
+        assert markers == [f"m{i}" for i in range(n_events)]
+    finally:
+        await cm.disconnect_socket(ws, user_id=user_id)
+        redis_client.disconnect()

autogpt_platform/backend/backend/api/features/admin/diagnostics_admin_routes.py

@@ -0,0 +1,932 @@
+import asyncio
+import logging
+from typing import List
+
+from autogpt_libs.auth import requires_admin_user
+from autogpt_libs.auth.models import User as AuthUser
+from fastapi import APIRouter, HTTPException, Security
+from prisma.enums import AgentExecutionStatus
+from pydantic import BaseModel
+
+from backend.api.features.admin.model import (
+    AgentDiagnosticsResponse,
+    ExecutionDiagnosticsResponse,
+)
+from backend.data.diagnostics import (
+    FailedExecutionDetail,
+    OrphanedScheduleDetail,
+    RunningExecutionDetail,
+    ScheduleDetail,
+    ScheduleHealthMetrics,
+    cleanup_all_stuck_queued_executions,
+    cleanup_orphaned_executions_bulk,
+    cleanup_orphaned_schedules_bulk,
+    get_agent_diagnostics,
+    get_all_orphaned_execution_ids,
+    get_all_schedules_details,
+    get_all_stuck_queued_execution_ids,
+    get_execution_diagnostics,
+    get_failed_executions_count,
+    get_failed_executions_details,
+    get_invalid_executions_details,
+    get_long_running_executions_details,
+    get_orphaned_executions_details,
+    get_orphaned_schedules_details,
+    get_running_executions_details,
+    get_schedule_health_metrics,
+    get_stuck_queued_executions_details,
+    stop_all_long_running_executions,
+)
+from backend.data.execution import get_graph_executions
+from backend.executor.utils import add_graph_execution, stop_graph_execution
+
+logger = logging.getLogger(__name__)
+
+router = APIRouter(
+    prefix="/admin",
+    tags=["diagnostics", "admin"],
+    dependencies=[Security(requires_admin_user)],
+)
+
+
+class RunningExecutionsListResponse(BaseModel):
+    """Response model for list of running executions"""
+
+    executions: List[RunningExecutionDetail]
+    total: int
+
+
+class FailedExecutionsListResponse(BaseModel):
+    """Response model for list of failed executions"""
+
+    executions: List[FailedExecutionDetail]
+    total: int
+
+
+class StopExecutionRequest(BaseModel):
+    """Request model for stopping a single execution"""
+
+    execution_id: str
+
+
+class StopExecutionsRequest(BaseModel):
+    """Request model for stopping multiple executions"""
+
+    execution_ids: List[str]
+
+
+class StopExecutionResponse(BaseModel):
+    """Response model for stop execution operations"""
+
+    success: bool
+    stopped_count: int = 0
+    message: str
+
+
+class RequeueExecutionResponse(BaseModel):
+    """Response model for requeue execution operations"""
+
+    success: bool
+    requeued_count: int = 0
+    message: str
+
+
+@router.get(
+    "/diagnostics/executions",
+    response_model=ExecutionDiagnosticsResponse,
+    summary="Get Execution Diagnostics",
+)
+async def get_execution_diagnostics_endpoint():
+    """
+    Get comprehensive diagnostic information about execution status.
+
+    Returns all execution metrics including:
+    - Current state (running, queued)
+    - Orphaned executions (>24h old, likely not in executor)
+    - Failure metrics (1h, 24h, rate)
+    - Long-running detection (stuck >1h, >24h)
+    - Stuck queued detection
+    - Throughput metrics (completions/hour)
+    - RabbitMQ queue depths
+    """
+    logger.info("Getting execution diagnostics")
+
+    diagnostics = await get_execution_diagnostics()
+
+    response = ExecutionDiagnosticsResponse(
+        running_executions=diagnostics.running_count,
+        queued_executions_db=diagnostics.queued_db_count,
+        queued_executions_rabbitmq=diagnostics.rabbitmq_queue_depth,
+        cancel_queue_depth=diagnostics.cancel_queue_depth,
+        orphaned_running=diagnostics.orphaned_running,
+        orphaned_queued=diagnostics.orphaned_queued,
+        failed_count_1h=diagnostics.failed_count_1h,
+        failed_count_24h=diagnostics.failed_count_24h,
+        failure_rate_24h=diagnostics.failure_rate_24h,
+        stuck_running_24h=diagnostics.stuck_running_24h,
+        stuck_running_1h=diagnostics.stuck_running_1h,
+        oldest_running_hours=diagnostics.oldest_running_hours,
+        stuck_queued_1h=diagnostics.stuck_queued_1h,
+        queued_never_started=diagnostics.queued_never_started,
+        invalid_queued_with_start=diagnostics.invalid_queued_with_start,
+        invalid_running_without_start=diagnostics.invalid_running_without_start,
+        completed_1h=diagnostics.completed_1h,
+        completed_24h=diagnostics.completed_24h,
+        throughput_per_hour=diagnostics.throughput_per_hour,
+        timestamp=diagnostics.timestamp,
+    )
+
+    logger.info(
+        f"Execution diagnostics: running={diagnostics.running_count}, "
+        f"queued_db={diagnostics.queued_db_count}, "
+        f"orphaned={diagnostics.orphaned_running + diagnostics.orphaned_queued}, "
+        f"failed_24h={diagnostics.failed_count_24h}"
+    )
+
+    return response
+
+
+@router.get(
+    "/diagnostics/agents",
+    response_model=AgentDiagnosticsResponse,
+    summary="Get Agent Diagnostics",
+)
+async def get_agent_diagnostics_endpoint():
+    """
+    Get diagnostic information about agents.
+
+    Returns:
+        - agents_with_active_executions: Number of unique agents with running/queued executions
+        - timestamp: Current timestamp
+    """
+    logger.info("Getting agent diagnostics")
+
+    diagnostics = await get_agent_diagnostics()
+
+    response = AgentDiagnosticsResponse(
+        agents_with_active_executions=diagnostics.agents_with_active_executions,
+        timestamp=diagnostics.timestamp,
+    )
+
+    logger.info(
+        f"Agent diagnostics: with_active_executions={diagnostics.agents_with_active_executions}"
+    )
+
+    return response
+
+
+@router.get(
+    "/diagnostics/executions/running",
+    response_model=RunningExecutionsListResponse,
+    summary="List Running Executions",
+)
+async def list_running_executions(
+    limit: int = 100,
+    offset: int = 0,
+):
+    """
+    Get detailed list of running and queued executions (recent, likely active).
+
+    Args:
+        limit: Maximum number of executions to return (default 100)
+        offset: Number of executions to skip (default 0)
+
+    Returns:
+        List of running executions with details
+    """
+    logger.info(f"Listing running executions (limit={limit}, offset={offset})")
+
+    executions = await get_running_executions_details(limit=limit, offset=offset)
+
+    # Get total count for pagination
+    diagnostics = await get_execution_diagnostics()
+    total = diagnostics.running_count + diagnostics.queued_db_count
+
+    return RunningExecutionsListResponse(executions=executions, total=total)
+
+
+@router.get(
+    "/diagnostics/executions/orphaned",
+    response_model=RunningExecutionsListResponse,
+    summary="List Orphaned Executions",
+)
+async def list_orphaned_executions(
+    limit: int = 100,
+    offset: int = 0,
+):
+    """
+    Get detailed list of orphaned executions (>24h old, likely not in executor).
+
+    Args:
+        limit: Maximum number of executions to return (default 100)
+        offset: Number of executions to skip (default 0)
+
+    Returns:
+        List of orphaned executions with details
+    """
+    logger.info(f"Listing orphaned executions (limit={limit}, offset={offset})")
+
+    executions = await get_orphaned_executions_details(limit=limit, offset=offset)
+
+    # Get total count for pagination
+    diagnostics = await get_execution_diagnostics()
+    total = diagnostics.orphaned_running + diagnostics.orphaned_queued
+
+    return RunningExecutionsListResponse(executions=executions, total=total)
+
+
+@router.get(
+    "/diagnostics/executions/failed",
+    response_model=FailedExecutionsListResponse,
+    summary="List Failed Executions",
+)
+async def list_failed_executions(
+    limit: int = 100,
+    offset: int = 0,
+    hours: int = 24,
+):
+    """
+    Get detailed list of failed executions.
+
+    Args:
+        limit: Maximum number of executions to return (default 100)
+        offset: Number of executions to skip (default 0)
+        hours: Number of hours to look back (default 24)
+
+    Returns:
+        List of failed executions with error details
+    """
+    logger.info(
+        f"Listing failed executions (limit={limit}, offset={offset}, hours={hours})"
+    )
+
+    executions = await get_failed_executions_details(
+        limit=limit, offset=offset, hours=hours
+    )
+
+    # Get total count for pagination
+    # Always count actual total for given hours parameter
+    total = await get_failed_executions_count(hours=hours)
+
+    return FailedExecutionsListResponse(executions=executions, total=total)
+
+
+@router.get(
+    "/diagnostics/executions/long-running",
+    response_model=RunningExecutionsListResponse,
+    summary="List Long-Running Executions",
+)
+async def list_long_running_executions(
+    limit: int = 100,
+    offset: int = 0,
+):
+    """
+    Get detailed list of long-running executions (RUNNING status >24h).
+
+    Args:
+        limit: Maximum number of executions to return (default 100)
+        offset: Number of executions to skip (default 0)
+
+    Returns:
+        List of long-running executions with details
+    """
+    logger.info(f"Listing long-running executions (limit={limit}, offset={offset})")
+
+    executions = await get_long_running_executions_details(limit=limit, offset=offset)
+
+    # Get total count for pagination
+    diagnostics = await get_execution_diagnostics()
+    total = diagnostics.stuck_running_24h
+
+    return RunningExecutionsListResponse(executions=executions, total=total)
+
+
+@router.get(
+    "/diagnostics/executions/stuck-queued",
+    response_model=RunningExecutionsListResponse,
+    summary="List Stuck Queued Executions",
+)
+async def list_stuck_queued_executions(
+    limit: int = 100,
+    offset: int = 0,
+):
+    """
+    Get detailed list of stuck queued executions (QUEUED >1h, never started).
+
+    Args:
+        limit: Maximum number of executions to return (default 100)
+        offset: Number of executions to skip (default 0)
+
+    Returns:
+        List of stuck queued executions with details
+    """
+    logger.info(f"Listing stuck queued executions (limit={limit}, offset={offset})")
+
+    executions = await get_stuck_queued_executions_details(limit=limit, offset=offset)
+
+    # Get total count for pagination
+    diagnostics = await get_execution_diagnostics()
+    total = diagnostics.stuck_queued_1h
+
+    return RunningExecutionsListResponse(executions=executions, total=total)
+
+
+@router.get(
+    "/diagnostics/executions/invalid",
+    response_model=RunningExecutionsListResponse,
+    summary="List Invalid Executions",
+)
+async def list_invalid_executions(
+    limit: int = 100,
+    offset: int = 0,
+):
+    """
+    Get detailed list of executions in invalid states (READ-ONLY).
+
+    Invalid states indicate data corruption and require manual investigation:
+    - QUEUED but has startedAt (impossible - can't start while queued)
+    - RUNNING but no startedAt (impossible - can't run without starting)
+
+    ⚠️ NO BULK ACTIONS PROVIDED - These need case-by-case investigation.
+
+    Each invalid execution likely has a different root cause (crashes, race conditions,
+    DB corruption). Investigate the execution history and logs to determine appropriate
+    action (manual cleanup, status fix, or leave as-is if system recovered).
+
+    Args:
+        limit: Maximum number of executions to return (default 100)
+        offset: Number of executions to skip (default 0)
+
+    Returns:
+        List of invalid state executions with details
+    """
+    logger.info(f"Listing invalid state executions (limit={limit}, offset={offset})")
+
+    executions = await get_invalid_executions_details(limit=limit, offset=offset)
+
+    # Get total count for pagination
+    diagnostics = await get_execution_diagnostics()
+    total = (
+        diagnostics.invalid_queued_with_start
+        + diagnostics.invalid_running_without_start
+    )
+
+    return RunningExecutionsListResponse(executions=executions, total=total)
+
+
+@router.post(
+    "/diagnostics/executions/requeue",
+    response_model=RequeueExecutionResponse,
+    summary="Requeue Stuck Execution",
+)
+async def requeue_single_execution(
+    request: StopExecutionRequest,  # Reuse same request model (has execution_id)
+    user: AuthUser = Security(requires_admin_user),
+):
+    """
+    Requeue a stuck QUEUED execution (admin only).
+
+    Uses add_graph_execution with existing graph_exec_id to requeue.
+
+    ⚠️ WARNING: Only use for stuck executions. This will re-execute and may cost credits.
+
+    Args:
+        request: Contains execution_id to requeue
+
+    Returns:
+        Success status and message
+    """
+    logger.info(f"Admin {user.user_id} requeueing execution {request.execution_id}")
+
+    # Get the execution (validation - must be QUEUED)
+    executions = await get_graph_executions(
+        graph_exec_id=request.execution_id,
+        statuses=[AgentExecutionStatus.QUEUED],
+    )
+
+    if not executions:
+        raise HTTPException(
+            status_code=404,
+            detail="Execution not found or not in QUEUED status",
+        )
+
+    execution = executions[0]
+
+    # Use add_graph_execution in requeue mode
+    await add_graph_execution(
+        graph_id=execution.graph_id,
+        user_id=execution.user_id,
+        graph_version=execution.graph_version,
+        graph_exec_id=request.execution_id,  # Requeue existing execution
+    )
+
+    return RequeueExecutionResponse(
+        success=True,
+        requeued_count=1,
+        message="Execution requeued successfully",
+    )
+
+
+@router.post(
+    "/diagnostics/executions/requeue-bulk",
+    response_model=RequeueExecutionResponse,
+    summary="Requeue Multiple Stuck Executions",
+)
+async def requeue_multiple_executions(
+    request: StopExecutionsRequest,  # Reuse same request model (has execution_ids)
+    user: AuthUser = Security(requires_admin_user),
+):
+    """
+    Requeue multiple stuck QUEUED executions (admin only).
+
+    Uses add_graph_execution with existing graph_exec_id to requeue.
+
+    ⚠️ WARNING: Only use for stuck executions. This will re-execute and may cost credits.
+
+    Args:
+        request: Contains list of execution_ids to requeue
+
+    Returns:
+        Number of executions requeued and success message
+    """
+    logger.info(
+        f"Admin {user.user_id} requeueing {len(request.execution_ids)} executions"
+    )
+
+    # Get executions by ID list (must be QUEUED)
+    executions = await get_graph_executions(
+        execution_ids=request.execution_ids,
+        statuses=[AgentExecutionStatus.QUEUED],
+    )
+
+    if not executions:
+        return RequeueExecutionResponse(
+            success=False,
+            requeued_count=0,
+            message="No QUEUED executions found to requeue",
+        )
+
+    # Requeue all executions in parallel using add_graph_execution
+    async def requeue_one(exec) -> bool:
+        try:
+            await add_graph_execution(
+                graph_id=exec.graph_id,
+                user_id=exec.user_id,
+                graph_version=exec.graph_version,
+                graph_exec_id=exec.id,  # Requeue existing
+            )
+            return True
+        except Exception as e:
+            logger.error(f"Failed to requeue {exec.id}: {e}")
+            return False
+
+    results = await asyncio.gather(
+        *[requeue_one(exec) for exec in executions], return_exceptions=False
+    )
+
+    requeued_count = sum(1 for success in results if success)
+
+    return RequeueExecutionResponse(
+        success=requeued_count > 0,
+        requeued_count=requeued_count,
+        message=f"Requeued {requeued_count} of {len(request.execution_ids)} executions",
+    )
+
+
+@router.post(
+    "/diagnostics/executions/stop",
+    response_model=StopExecutionResponse,
+    summary="Stop Single Execution",
+)
+async def stop_single_execution(
+    request: StopExecutionRequest,
+    user: AuthUser = Security(requires_admin_user),
+):
+    """
+    Stop a single execution (admin only).
+
+    Uses robust stop_graph_execution which cascades to children and waits for termination.
+
+    Args:
+        request: Contains execution_id to stop
+
+    Returns:
+        Success status and message
+    """
+    logger.info(f"Admin {user.user_id} stopping execution {request.execution_id}")
+
+    # Get the execution to find its owner user_id (required by stop_graph_execution)
+    executions = await get_graph_executions(
+        graph_exec_id=request.execution_id,
+    )
+
+    if not executions:
+        raise HTTPException(status_code=404, detail="Execution not found")
+
+    execution = executions[0]
+
+    # Use robust stop_graph_execution (cascades to children, waits for termination)
+    await stop_graph_execution(
+        user_id=execution.user_id,
+        graph_exec_id=request.execution_id,
+        wait_timeout=15.0,
+        cascade=True,
+    )
+
+    return StopExecutionResponse(
+        success=True,
+        stopped_count=1,
+        message="Execution stopped successfully",
+    )
+
+
+@router.post(
+    "/diagnostics/executions/stop-bulk",
+    response_model=StopExecutionResponse,
+    summary="Stop Multiple Executions",
+)
+async def stop_multiple_executions(
+    request: StopExecutionsRequest,
+    user: AuthUser = Security(requires_admin_user),
+):
+    """
+    Stop multiple active executions (admin only).
+
+    Uses robust stop_graph_execution which cascades to children and waits for termination.
+
+    Args:
+        request: Contains list of execution_ids to stop
+
+    Returns:
+        Number of executions stopped and success message
+    """
+
+    logger.info(
+        f"Admin {user.user_id} stopping {len(request.execution_ids)} executions"
+    )
+
+    # Get executions by ID list
+    executions = await get_graph_executions(
+        execution_ids=request.execution_ids,
+    )
+
+    if not executions:
+        return StopExecutionResponse(
+            success=False,
+            stopped_count=0,
+            message="No executions found",
+        )
+
+    # Stop all executions in parallel using robust stop_graph_execution
+    async def stop_one(exec) -> bool:
+        try:
+            await stop_graph_execution(
+                user_id=exec.user_id,
+                graph_exec_id=exec.id,
+                wait_timeout=15.0,
+                cascade=True,
+            )
+            return True
+        except Exception as e:
+            logger.error(f"Failed to stop execution {exec.id}: {e}")
+            return False
+
+    results = await asyncio.gather(
+        *[stop_one(exec) for exec in executions], return_exceptions=False
+    )
+
+    stopped_count = sum(1 for success in results if success)
+
+    return StopExecutionResponse(
+        success=stopped_count > 0,
+        stopped_count=stopped_count,
+        message=f"Stopped {stopped_count} of {len(request.execution_ids)} executions",
+    )
+
+
+@router.post(
+    "/diagnostics/executions/cleanup-orphaned",
+    response_model=StopExecutionResponse,
+    summary="Cleanup Orphaned Executions",
+)
+async def cleanup_orphaned_executions(
+    request: StopExecutionsRequest,
+    user: AuthUser = Security(requires_admin_user),
+):
+    """
+    Cleanup orphaned executions by directly updating DB status (admin only).
+    For executions in DB but not actually running in executor (old/stale records).
+
+    Args:
+        request: Contains list of execution_ids to cleanup
+
+    Returns:
+        Number of executions cleaned up and success message
+    """
+    logger.info(
+        f"Admin {user.user_id} cleaning up {len(request.execution_ids)} orphaned executions"
+    )
+
+    cleaned_count = await cleanup_orphaned_executions_bulk(
+        request.execution_ids, user.user_id
+    )
+
+    return StopExecutionResponse(
+        success=cleaned_count > 0,
+        stopped_count=cleaned_count,
+        message=f"Cleaned up {cleaned_count} of {len(request.execution_ids)} orphaned executions",
+    )
+
+
+# ============================================================================
+# SCHEDULE DIAGNOSTICS ENDPOINTS
+# ============================================================================
+
+
+class SchedulesListResponse(BaseModel):
+    """Response model for list of schedules"""
+
+    schedules: List[ScheduleDetail]
+    total: int
+
+
+class OrphanedSchedulesListResponse(BaseModel):
+    """Response model for list of orphaned schedules"""
+
+    schedules: List[OrphanedScheduleDetail]
+    total: int
+
+
+class ScheduleCleanupRequest(BaseModel):
+    """Request model for cleaning up schedules"""
+
+    schedule_ids: List[str]
+
+
+class ScheduleCleanupResponse(BaseModel):
+    """Response model for schedule cleanup operations"""
+
+    success: bool
+    deleted_count: int = 0
+    message: str
+
+
+@router.get(
+    "/diagnostics/schedules",
+    response_model=ScheduleHealthMetrics,
+    summary="Get Schedule Diagnostics",
+)
+async def get_schedule_diagnostics_endpoint():
+    """
+    Get comprehensive diagnostic information about schedule health.
+
+    Returns schedule metrics including:
+    - Total schedules (user vs system)
+    - Orphaned schedules by category
+    - Upcoming executions
+    """
+    logger.info("Getting schedule diagnostics")
+
+    diagnostics = await get_schedule_health_metrics()
+
+    logger.info(
+        f"Schedule diagnostics: total={diagnostics.total_schedules}, "
+        f"user={diagnostics.user_schedules}, "
+        f"orphaned={diagnostics.total_orphaned}"
+    )
+
+    return diagnostics
+
+
+@router.get(
+    "/diagnostics/schedules/all",
+    response_model=SchedulesListResponse,
+    summary="List All User Schedules",
+)
+async def list_all_schedules(
+    limit: int = 100,
+    offset: int = 0,
+):
+    """
+    Get detailed list of all user schedules (excludes system monitoring jobs).
+
+    Args:
+        limit: Maximum number of schedules to return (default 100)
+        offset: Number of schedules to skip (default 0)
+
+    Returns:
+        List of schedules with details
+    """
+    logger.info(f"Listing all schedules (limit={limit}, offset={offset})")
+
+    schedules = await get_all_schedules_details(limit=limit, offset=offset)
+
+    # Get total count
+    diagnostics = await get_schedule_health_metrics()
+    total = diagnostics.user_schedules
+
+    return SchedulesListResponse(schedules=schedules, total=total)
+
+
+@router.get(
+    "/diagnostics/schedules/orphaned",
+    response_model=OrphanedSchedulesListResponse,
+    summary="List Orphaned Schedules",
+)
+async def list_orphaned_schedules():
+    """
+    Get detailed list of orphaned schedules with orphan reasons.
+
+    Returns:
+        List of orphaned schedules categorized by orphan type
+    """
+    logger.info("Listing orphaned schedules")
+
+    schedules = await get_orphaned_schedules_details()
+
+    return OrphanedSchedulesListResponse(schedules=schedules, total=len(schedules))
+
+
+@router.post(
+    "/diagnostics/schedules/cleanup-orphaned",
+    response_model=ScheduleCleanupResponse,
+    summary="Cleanup Orphaned Schedules",
+)
+async def cleanup_orphaned_schedules(
+    request: ScheduleCleanupRequest,
+    user: AuthUser = Security(requires_admin_user),
+):
+    """
+    Cleanup orphaned schedules by deleting from scheduler (admin only).
+
+    Args:
+        request: Contains list of schedule_ids to delete
+
+    Returns:
+        Number of schedules deleted and success message
+    """
+    logger.info(
+        f"Admin {user.user_id} cleaning up {len(request.schedule_ids)} orphaned schedules"
+    )
+
+    deleted_count = await cleanup_orphaned_schedules_bulk(
+        request.schedule_ids, user.user_id
+    )
+
+    return ScheduleCleanupResponse(
+        success=deleted_count > 0,
+        deleted_count=deleted_count,
+        message=f"Deleted {deleted_count} of {len(request.schedule_ids)} orphaned schedules",
+    )
+
+
+@router.post(
+    "/diagnostics/executions/stop-all-long-running",
+    response_model=StopExecutionResponse,
+    summary="Stop ALL Long-Running Executions",
+)
+async def stop_all_long_running_executions_endpoint(
+    user: AuthUser = Security(requires_admin_user),
+):
+    """
+    Stop ALL long-running executions (RUNNING >24h) by sending cancel signals (admin only).
+    Operates on entire dataset, not limited to pagination.
+
+    Returns:
+        Number of executions stopped and success message
+    """
+    logger.info(f"Admin {user.user_id} stopping ALL long-running executions")
+
+    stopped_count = await stop_all_long_running_executions(user.user_id)
+
+    return StopExecutionResponse(
+        success=stopped_count > 0,
+        stopped_count=stopped_count,
+        message=f"Stopped {stopped_count} long-running executions",
+    )
+
+
+@router.post(
+    "/diagnostics/executions/cleanup-all-orphaned",
+    response_model=StopExecutionResponse,
+    summary="Cleanup ALL Orphaned Executions",
+)
+async def cleanup_all_orphaned_executions(
+    user: AuthUser = Security(requires_admin_user),
+):
+    """
+    Cleanup ALL orphaned executions (>24h old) by directly updating DB status.
+    Operates on all executions, not just paginated results.
+
+    Returns:
+        Number of executions cleaned up and success message
+    """
+    logger.info(f"Admin {user.user_id} cleaning up ALL orphaned executions")
+
+    # Fetch all orphaned execution IDs
+    execution_ids = await get_all_orphaned_execution_ids()
+
+    if not execution_ids:
+        return StopExecutionResponse(
+            success=True,
+            stopped_count=0,
+            message="No orphaned executions to cleanup",
+        )
+
+    cleaned_count = await cleanup_orphaned_executions_bulk(execution_ids, user.user_id)
+
+    return StopExecutionResponse(
+        success=cleaned_count > 0,
+        stopped_count=cleaned_count,
+        message=f"Cleaned up {cleaned_count} orphaned executions",
+    )
+
+
+@router.post(
+    "/diagnostics/executions/cleanup-all-stuck-queued",
+    response_model=StopExecutionResponse,
+    summary="Cleanup ALL Stuck Queued Executions",
+)
+async def cleanup_all_stuck_queued_executions_endpoint(
+    user: AuthUser = Security(requires_admin_user),
+):
+    """
+    Cleanup ALL stuck queued executions (QUEUED >1h) by updating DB status (admin only).
+    Operates on entire dataset, not limited to pagination.
+
+    Returns:
+        Number of executions cleaned up and success message
+    """
+    logger.info(f"Admin {user.user_id} cleaning up ALL stuck queued executions")
+
+    cleaned_count = await cleanup_all_stuck_queued_executions(user.user_id)
+
+    return StopExecutionResponse(
+        success=cleaned_count > 0,
+        stopped_count=cleaned_count,
+        message=f"Cleaned up {cleaned_count} stuck queued executions",
+    )
+
+
+@router.post(
+    "/diagnostics/executions/requeue-all-stuck",
+    response_model=RequeueExecutionResponse,
+    summary="Requeue ALL Stuck Queued Executions",
+)
+async def requeue_all_stuck_executions(
+    user: AuthUser = Security(requires_admin_user),
+):
+    """
+    Requeue ALL stuck queued executions (QUEUED >1h) by publishing to RabbitMQ.
+    Operates on all executions, not just paginated results.
+
+    Uses add_graph_execution with existing graph_exec_id to requeue.
+
+    ⚠️ WARNING: This will re-execute ALL stuck executions and may cost significant credits.
+
+    Returns:
+        Number of executions requeued and success message
+    """
+    logger.info(f"Admin {user.user_id} requeueing ALL stuck queued executions")
+
+    # Fetch all stuck queued execution IDs
+    execution_ids = await get_all_stuck_queued_execution_ids()
+
+    if not execution_ids:
+        return RequeueExecutionResponse(
+            success=True,
+            requeued_count=0,
+            message="No stuck queued executions to requeue",
+        )
+
+    # Get stuck executions by ID list (must be QUEUED)
+    executions = await get_graph_executions(
+        execution_ids=execution_ids,
+        statuses=[AgentExecutionStatus.QUEUED],
+    )
+
+    # Requeue all in parallel using add_graph_execution
+    async def requeue_one(exec) -> bool:
+        try:
+            await add_graph_execution(
+                graph_id=exec.graph_id,
+                user_id=exec.user_id,
+                graph_version=exec.graph_version,
+                graph_exec_id=exec.id,  # Requeue existing
+            )
+            return True
+        except Exception as e:
+            logger.error(f"Failed to requeue {exec.id}: {e}")
+            return False
+
+    results = await asyncio.gather(
+        *[requeue_one(exec) for exec in executions], return_exceptions=False
+    )
+
+    requeued_count = sum(1 for success in results if success)
+
+    return RequeueExecutionResponse(
+        success=requeued_count > 0,
+        requeued_count=requeued_count,
+        message=f"Requeued {requeued_count} stuck executions",
+    )

autogpt_platform/backend/backend/api/features/admin/diagnostics_admin_routes_test.py

@@ -0,0 +1,889 @@
+from datetime import datetime, timezone
+from unittest.mock import AsyncMock
+
+import fastapi
+import fastapi.testclient
+import pytest
+import pytest_mock
+from autogpt_libs.auth.jwt_utils import get_jwt_payload
+from prisma.enums import AgentExecutionStatus
+
+import backend.api.features.admin.diagnostics_admin_routes as diagnostics_admin_routes
+from backend.data.diagnostics import (
+    AgentDiagnosticsSummary,
+    ExecutionDiagnosticsSummary,
+    FailedExecutionDetail,
+    OrphanedScheduleDetail,
+    RunningExecutionDetail,
+    ScheduleDetail,
+    ScheduleHealthMetrics,
+)
+from backend.data.execution import GraphExecutionMeta
+
+app = fastapi.FastAPI()
+app.include_router(diagnostics_admin_routes.router)
+
+client = fastapi.testclient.TestClient(app)
+
+
+@pytest.fixture(autouse=True)
+def setup_app_admin_auth(mock_jwt_admin):
+    """Setup admin auth overrides for all tests in this module"""
+    app.dependency_overrides[get_jwt_payload] = mock_jwt_admin["get_jwt_payload"]
+    yield
+    app.dependency_overrides.clear()
+
+
+def test_get_execution_diagnostics_success(
+    mocker: pytest_mock.MockFixture,
+):
+    """Test fetching execution diagnostics with invalid state detection"""
+    mock_diagnostics = ExecutionDiagnosticsSummary(
+        running_count=10,
+        queued_db_count=5,
+        rabbitmq_queue_depth=3,
+        cancel_queue_depth=0,
+        orphaned_running=2,
+        orphaned_queued=1,
+        failed_count_1h=5,
+        failed_count_24h=20,
+        failure_rate_24h=0.83,
+        stuck_running_24h=1,
+        stuck_running_1h=3,
+        oldest_running_hours=26.5,
+        stuck_queued_1h=2,
+        queued_never_started=1,
+        invalid_queued_with_start=1,  # New invalid state
+        invalid_running_without_start=1,  # New invalid state
+        completed_1h=50,
+        completed_24h=1200,
+        throughput_per_hour=50.0,
+        timestamp=datetime.now(timezone.utc).isoformat(),
+    )
+
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_execution_diagnostics",
+        return_value=mock_diagnostics,
+    )
+
+    response = client.get("/admin/diagnostics/executions")
+
+    assert response.status_code == 200
+    data = response.json()
+
+    # Verify new invalid state fields are included
+    assert data["invalid_queued_with_start"] == 1
+    assert data["invalid_running_without_start"] == 1
+    # Verify all expected fields present
+    assert "running_executions" in data
+    assert "orphaned_running" in data
+    assert "failed_count_24h" in data
+
+
+def test_list_invalid_executions(
+    mocker: pytest_mock.MockFixture,
+):
+    """Test listing executions in invalid states (read-only endpoint)"""
+    mock_invalid_executions = [
+        RunningExecutionDetail(
+            execution_id="exec-invalid-1",
+            graph_id="graph-123",
+            graph_name="Test Graph",
+            graph_version=1,
+            user_id="user-123",
+            user_email="test@example.com",
+            status="QUEUED",
+            created_at=datetime.now(timezone.utc),
+            started_at=datetime.now(
+                timezone.utc
+            ),  # QUEUED but has startedAt - INVALID!
+            queue_status=None,
+        ),
+        RunningExecutionDetail(
+            execution_id="exec-invalid-2",
+            graph_id="graph-456",
+            graph_name="Another Graph",
+            graph_version=2,
+            user_id="user-456",
+            user_email="user@example.com",
+            status="RUNNING",
+            created_at=datetime.now(timezone.utc),
+            started_at=None,  # RUNNING but no startedAt - INVALID!
+            queue_status=None,
+        ),
+    ]
+
+    mock_diagnostics = ExecutionDiagnosticsSummary(
+        running_count=10,
+        queued_db_count=5,
+        rabbitmq_queue_depth=3,
+        cancel_queue_depth=0,
+        orphaned_running=0,
+        orphaned_queued=0,
+        failed_count_1h=0,
+        failed_count_24h=0,
+        failure_rate_24h=0.0,
+        stuck_running_24h=0,
+        stuck_running_1h=0,
+        oldest_running_hours=None,
+        stuck_queued_1h=0,
+        queued_never_started=0,
+        invalid_queued_with_start=1,
+        invalid_running_without_start=1,
+        completed_1h=0,
+        completed_24h=0,
+        throughput_per_hour=0.0,
+        timestamp=datetime.now(timezone.utc).isoformat(),
+    )
+
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_invalid_executions_details",
+        return_value=mock_invalid_executions,
+    )
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_execution_diagnostics",
+        return_value=mock_diagnostics,
+    )
+
+    response = client.get("/admin/diagnostics/executions/invalid?limit=100&offset=0")
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["total"] == 2  # Sum of both invalid state types
+    assert len(data["executions"]) == 2
+    # Verify both types of invalid states are returned
+    assert data["executions"][0]["execution_id"] in [
+        "exec-invalid-1",
+        "exec-invalid-2",
+    ]
+    assert data["executions"][1]["execution_id"] in [
+        "exec-invalid-1",
+        "exec-invalid-2",
+    ]
+
+
+def test_requeue_single_execution_with_add_graph_execution(
+    mocker: pytest_mock.MockFixture,
+    admin_user_id: str,
+):
+    """Test requeueing uses add_graph_execution in requeue mode"""
+    mock_exec_meta = GraphExecutionMeta(
+        id="exec-stuck-123",
+        user_id="user-123",
+        graph_id="graph-456",
+        graph_version=1,
+        inputs=None,
+        credential_inputs=None,
+        nodes_input_masks=None,
+        preset_id=None,
+        status=AgentExecutionStatus.QUEUED,
+        started_at=datetime.now(timezone.utc),
+        ended_at=datetime.now(timezone.utc),
+        stats=None,
+    )
+
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_graph_executions",
+        return_value=[mock_exec_meta],
+    )
+
+    mock_add_graph_execution = mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.add_graph_execution",
+        return_value=AsyncMock(),
+    )
+
+    response = client.post(
+        "/admin/diagnostics/executions/requeue",
+        json={"execution_id": "exec-stuck-123"},
+    )
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["success"] is True
+    assert data["requeued_count"] == 1
+
+    # Verify it used add_graph_execution in requeue mode
+    mock_add_graph_execution.assert_called_once()
+    call_kwargs = mock_add_graph_execution.call_args.kwargs
+    assert call_kwargs["graph_exec_id"] == "exec-stuck-123"  # Requeue mode!
+    assert call_kwargs["graph_id"] == "graph-456"
+    assert call_kwargs["user_id"] == "user-123"
+
+
+def test_stop_single_execution_with_stop_graph_execution(
+    mocker: pytest_mock.MockFixture,
+    admin_user_id: str,
+):
+    """Test stopping uses robust stop_graph_execution"""
+    mock_exec_meta = GraphExecutionMeta(
+        id="exec-running-123",
+        user_id="user-789",
+        graph_id="graph-999",
+        graph_version=2,
+        inputs=None,
+        credential_inputs=None,
+        nodes_input_masks=None,
+        preset_id=None,
+        status=AgentExecutionStatus.RUNNING,
+        started_at=datetime.now(timezone.utc),
+        ended_at=datetime.now(timezone.utc),
+        stats=None,
+    )
+
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_graph_executions",
+        return_value=[mock_exec_meta],
+    )
+
+    mock_stop_graph_execution = mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.stop_graph_execution",
+        return_value=AsyncMock(),
+    )
+
+    response = client.post(
+        "/admin/diagnostics/executions/stop",
+        json={"execution_id": "exec-running-123"},
+    )
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["success"] is True
+    assert data["stopped_count"] == 1
+
+    # Verify it used stop_graph_execution with cascade
+    mock_stop_graph_execution.assert_called_once()
+    call_kwargs = mock_stop_graph_execution.call_args.kwargs
+    assert call_kwargs["graph_exec_id"] == "exec-running-123"
+    assert call_kwargs["user_id"] == "user-789"
+    assert call_kwargs["cascade"] is True  # Stops children too!
+    assert call_kwargs["wait_timeout"] == 15.0
+
+
+def test_requeue_not_queued_execution_fails(
+    mocker: pytest_mock.MockFixture,
+):
+    """Test that requeue fails if execution is not in QUEUED status"""
+    # Mock an execution that's RUNNING (not QUEUED)
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_graph_executions",
+        return_value=[],  # No QUEUED executions found
+    )
+
+    response = client.post(
+        "/admin/diagnostics/executions/requeue",
+        json={"execution_id": "exec-running-123"},
+    )
+
+    assert response.status_code == 404
+    assert "not found or not in QUEUED status" in response.json()["detail"]
+
+
+def test_list_invalid_executions_no_bulk_actions(
+    mocker: pytest_mock.MockFixture,
+):
+    """Verify invalid executions endpoint is read-only (no bulk actions)"""
+    # This is a documentation test - the endpoint exists but should not
+    # have corresponding cleanup/stop/requeue endpoints
+
+    # These endpoints should NOT exist for invalid states:
+    invalid_bulk_endpoints = [
+        "/admin/diagnostics/executions/cleanup-invalid",
+        "/admin/diagnostics/executions/stop-invalid",
+        "/admin/diagnostics/executions/requeue-invalid",
+    ]
+
+    for endpoint in invalid_bulk_endpoints:
+        response = client.post(endpoint, json={"execution_ids": ["test"]})
+        assert response.status_code == 404, f"{endpoint} should not exist (read-only)"
+
+
+def test_execution_ids_filter_efficiency(
+    mocker: pytest_mock.MockFixture,
+):
+    """Test that bulk operations use efficient execution_ids filter"""
+    mock_exec_metas = [
+        GraphExecutionMeta(
+            id=f"exec-{i}",
+            user_id=f"user-{i}",
+            graph_id="graph-123",
+            graph_version=1,
+            inputs=None,
+            credential_inputs=None,
+            nodes_input_masks=None,
+            preset_id=None,
+            status=AgentExecutionStatus.QUEUED,
+            started_at=datetime.now(timezone.utc),
+            ended_at=datetime.now(timezone.utc),
+            stats=None,
+        )
+        for i in range(3)
+    ]
+
+    mock_get_graph_executions = mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_graph_executions",
+        return_value=mock_exec_metas,
+    )
+
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.add_graph_execution",
+        return_value=AsyncMock(),
+    )
+
+    response = client.post(
+        "/admin/diagnostics/executions/requeue-bulk",
+        json={"execution_ids": ["exec-0", "exec-1", "exec-2"]},
+    )
+
+    assert response.status_code == 200
+
+    # Verify it used execution_ids filter (not fetching all queued)
+    mock_get_graph_executions.assert_called_once()
+    call_kwargs = mock_get_graph_executions.call_args.kwargs
+    assert "execution_ids" in call_kwargs
+    assert call_kwargs["execution_ids"] == ["exec-0", "exec-1", "exec-2"]
+    assert call_kwargs["statuses"] == [AgentExecutionStatus.QUEUED]
+
+
+# ---------------------------------------------------------------------------
+# Helper: reusable mock diagnostics summary
+# ---------------------------------------------------------------------------
+
+
+def _make_mock_diagnostics(**overrides) -> ExecutionDiagnosticsSummary:
+    defaults = dict(
+        running_count=10,
+        queued_db_count=5,
+        rabbitmq_queue_depth=3,
+        cancel_queue_depth=0,
+        orphaned_running=2,
+        orphaned_queued=1,
+        failed_count_1h=5,
+        failed_count_24h=20,
+        failure_rate_24h=0.83,
+        stuck_running_24h=3,
+        stuck_running_1h=5,
+        oldest_running_hours=26.5,
+        stuck_queued_1h=2,
+        queued_never_started=1,
+        invalid_queued_with_start=1,
+        invalid_running_without_start=1,
+        completed_1h=50,
+        completed_24h=1200,
+        throughput_per_hour=50.0,
+        timestamp=datetime.now(timezone.utc).isoformat(),
+    )
+    defaults.update(overrides)
+    return ExecutionDiagnosticsSummary(**defaults)
+
+
+_SENTINEL = object()
+
+
+def _make_mock_execution(
+    exec_id: str = "exec-1",
+    status: str = "RUNNING",
+    started_at: datetime | None | object = _SENTINEL,
+) -> RunningExecutionDetail:
+    return RunningExecutionDetail(
+        execution_id=exec_id,
+        graph_id="graph-123",
+        graph_name="Test Graph",
+        graph_version=1,
+        user_id="user-123",
+        user_email="test@example.com",
+        status=status,
+        created_at=datetime.now(timezone.utc),
+        started_at=(
+            datetime.now(timezone.utc) if started_at is _SENTINEL else started_at
+        ),
+        queue_status=None,
+    )
+
+
+def _make_mock_failed_execution(
+    exec_id: str = "exec-fail-1",
+) -> FailedExecutionDetail:
+    return FailedExecutionDetail(
+        execution_id=exec_id,
+        graph_id="graph-123",
+        graph_name="Test Graph",
+        graph_version=1,
+        user_id="user-123",
+        user_email="test@example.com",
+        status="FAILED",
+        created_at=datetime.now(timezone.utc),
+        started_at=datetime.now(timezone.utc),
+        failed_at=datetime.now(timezone.utc),
+        error_message="Something went wrong",
+    )
+
+
+def _make_mock_schedule_health(**overrides) -> ScheduleHealthMetrics:
+    defaults = dict(
+        total_schedules=15,
+        user_schedules=10,
+        system_schedules=5,
+        orphaned_deleted_graph=2,
+        orphaned_no_library_access=1,
+        orphaned_invalid_credentials=0,
+        orphaned_validation_failed=0,
+        total_orphaned=3,
+        schedules_next_hour=4,
+        schedules_next_24h=8,
+        total_runs_next_hour=12,
+        total_runs_next_24h=48,
+        timestamp=datetime.now(timezone.utc).isoformat(),
+    )
+    defaults.update(overrides)
+    return ScheduleHealthMetrics(**defaults)
+
+
+# ---------------------------------------------------------------------------
+# GET endpoints: execution list variants
+# ---------------------------------------------------------------------------
+
+
+def test_list_running_executions(mocker: pytest_mock.MockFixture):
+    mock_execs = [
+        _make_mock_execution("exec-run-1"),
+        _make_mock_execution("exec-run-2"),
+    ]
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_running_executions_details",
+        return_value=mock_execs,
+    )
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_execution_diagnostics",
+        return_value=_make_mock_diagnostics(),
+    )
+
+    response = client.get("/admin/diagnostics/executions/running?limit=50&offset=0")
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["total"] == 15  # running_count(10) + queued_db_count(5)
+    assert len(data["executions"]) == 2
+    assert data["executions"][0]["execution_id"] == "exec-run-1"
+
+
+def test_list_orphaned_executions(mocker: pytest_mock.MockFixture):
+    mock_execs = [_make_mock_execution("exec-orphan-1", status="RUNNING")]
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_orphaned_executions_details",
+        return_value=mock_execs,
+    )
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_execution_diagnostics",
+        return_value=_make_mock_diagnostics(),
+    )
+
+    response = client.get("/admin/diagnostics/executions/orphaned?limit=50&offset=0")
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["total"] == 3  # orphaned_running(2) + orphaned_queued(1)
+    assert len(data["executions"]) == 1
+
+
+def test_list_failed_executions(mocker: pytest_mock.MockFixture):
+    mock_execs = [_make_mock_failed_execution("exec-fail-1")]
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_failed_executions_details",
+        return_value=mock_execs,
+    )
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_failed_executions_count",
+        return_value=42,
+    )
+
+    response = client.get(
+        "/admin/diagnostics/executions/failed?limit=50&offset=0&hours=24"
+    )
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["total"] == 42
+    assert len(data["executions"]) == 1
+    assert data["executions"][0]["error_message"] == "Something went wrong"
+
+
+def test_list_long_running_executions(mocker: pytest_mock.MockFixture):
+    mock_execs = [_make_mock_execution("exec-long-1")]
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_long_running_executions_details",
+        return_value=mock_execs,
+    )
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_execution_diagnostics",
+        return_value=_make_mock_diagnostics(),
+    )
+
+    response = client.get(
+        "/admin/diagnostics/executions/long-running?limit=50&offset=0"
+    )
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["total"] == 3  # stuck_running_24h
+    assert len(data["executions"]) == 1
+
+
+def test_list_stuck_queued_executions(mocker: pytest_mock.MockFixture):
+    mock_execs = [
+        _make_mock_execution("exec-stuck-1", status="QUEUED", started_at=None)
+    ]
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_stuck_queued_executions_details",
+        return_value=mock_execs,
+    )
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_execution_diagnostics",
+        return_value=_make_mock_diagnostics(),
+    )
+
+    response = client.get(
+        "/admin/diagnostics/executions/stuck-queued?limit=50&offset=0"
+    )
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["total"] == 2  # stuck_queued_1h
+    assert len(data["executions"]) == 1
+
+
+# ---------------------------------------------------------------------------
+# GET endpoints: agent + schedule diagnostics
+# ---------------------------------------------------------------------------
+
+
+def test_get_agent_diagnostics(mocker: pytest_mock.MockFixture):
+    mock_diag = AgentDiagnosticsSummary(
+        agents_with_active_executions=7,
+        timestamp=datetime.now(timezone.utc).isoformat(),
+    )
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_agent_diagnostics",
+        return_value=mock_diag,
+    )
+
+    response = client.get("/admin/diagnostics/agents")
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["agents_with_active_executions"] == 7
+
+
+def test_get_schedule_diagnostics(mocker: pytest_mock.MockFixture):
+    mock_metrics = _make_mock_schedule_health()
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_schedule_health_metrics",
+        return_value=mock_metrics,
+    )
+
+    response = client.get("/admin/diagnostics/schedules")
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["user_schedules"] == 10
+    assert data["total_orphaned"] == 3
+    assert data["total_runs_next_hour"] == 12
+
+
+def test_list_all_schedules(mocker: pytest_mock.MockFixture):
+    mock_schedules = [
+        ScheduleDetail(
+            schedule_id="sched-1",
+            schedule_name="Daily Run",
+            graph_id="graph-1",
+            graph_name="My Agent",
+            graph_version=1,
+            user_id="user-1",
+            user_email="alice@example.com",
+            cron="0 9 * * *",
+            timezone="UTC",
+            next_run_time=datetime.now(timezone.utc).isoformat(),
+        ),
+    ]
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_all_schedules_details",
+        return_value=mock_schedules,
+    )
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_schedule_health_metrics",
+        return_value=_make_mock_schedule_health(),
+    )
+
+    response = client.get("/admin/diagnostics/schedules/all?limit=50&offset=0")
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["total"] == 10
+    assert len(data["schedules"]) == 1
+    assert data["schedules"][0]["schedule_name"] == "Daily Run"
+
+
+def test_list_orphaned_schedules(mocker: pytest_mock.MockFixture):
+    mock_orphans = [
+        OrphanedScheduleDetail(
+            schedule_id="sched-orphan-1",
+            schedule_name="Ghost Schedule",
+            graph_id="graph-deleted",
+            graph_version=1,
+            user_id="user-1",
+            orphan_reason="deleted_graph",
+            error_detail=None,
+            next_run_time=datetime.now(timezone.utc).isoformat(),
+        ),
+    ]
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_orphaned_schedules_details",
+        return_value=mock_orphans,
+    )
+
+    response = client.get("/admin/diagnostics/schedules/orphaned")
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["total"] == 1
+    assert data["schedules"][0]["orphan_reason"] == "deleted_graph"
+
+
+# ---------------------------------------------------------------------------
+# POST endpoints: bulk stop, cleanup, requeue
+# ---------------------------------------------------------------------------
+
+
+def test_stop_multiple_executions(mocker: pytest_mock.MockFixture):
+    mock_exec_metas = [
+        GraphExecutionMeta(
+            id=f"exec-{i}",
+            user_id=f"user-{i}",
+            graph_id="graph-123",
+            graph_version=1,
+            inputs=None,
+            credential_inputs=None,
+            nodes_input_masks=None,
+            preset_id=None,
+            status=AgentExecutionStatus.RUNNING,
+            started_at=datetime.now(timezone.utc),
+            ended_at=None,
+            stats=None,
+        )
+        for i in range(2)
+    ]
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_graph_executions",
+        return_value=mock_exec_metas,
+    )
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.stop_graph_execution",
+        return_value=AsyncMock(),
+    )
+
+    response = client.post(
+        "/admin/diagnostics/executions/stop-bulk",
+        json={"execution_ids": ["exec-0", "exec-1"]},
+    )
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["success"] is True
+    assert data["stopped_count"] == 2
+
+
+def test_stop_multiple_executions_none_found(mocker: pytest_mock.MockFixture):
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_graph_executions",
+        return_value=[],
+    )
+
+    response = client.post(
+        "/admin/diagnostics/executions/stop-bulk",
+        json={"execution_ids": ["nonexistent"]},
+    )
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["success"] is False
+    assert data["stopped_count"] == 0
+
+
+def test_cleanup_orphaned_executions(mocker: pytest_mock.MockFixture):
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.cleanup_orphaned_executions_bulk",
+        return_value=3,
+    )
+
+    response = client.post(
+        "/admin/diagnostics/executions/cleanup-orphaned",
+        json={"execution_ids": ["exec-1", "exec-2", "exec-3"]},
+    )
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["success"] is True
+    assert data["stopped_count"] == 3
+
+
+def test_cleanup_orphaned_schedules(mocker: pytest_mock.MockFixture):
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.cleanup_orphaned_schedules_bulk",
+        return_value=2,
+    )
+
+    response = client.post(
+        "/admin/diagnostics/schedules/cleanup-orphaned",
+        json={"schedule_ids": ["sched-1", "sched-2"]},
+    )
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["success"] is True
+    assert data["deleted_count"] == 2
+
+
+def test_stop_all_long_running_executions(mocker: pytest_mock.MockFixture):
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.stop_all_long_running_executions",
+        return_value=5,
+    )
+
+    response = client.post("/admin/diagnostics/executions/stop-all-long-running")
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["success"] is True
+    assert data["stopped_count"] == 5
+
+
+def test_cleanup_all_orphaned_executions(mocker: pytest_mock.MockFixture):
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_all_orphaned_execution_ids",
+        return_value=["exec-1", "exec-2"],
+    )
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.cleanup_orphaned_executions_bulk",
+        return_value=2,
+    )
+
+    response = client.post("/admin/diagnostics/executions/cleanup-all-orphaned")
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["success"] is True
+    assert data["stopped_count"] == 2
+
+
+def test_cleanup_all_orphaned_executions_none(mocker: pytest_mock.MockFixture):
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_all_orphaned_execution_ids",
+        return_value=[],
+    )
+
+    response = client.post("/admin/diagnostics/executions/cleanup-all-orphaned")
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["success"] is True
+    assert data["stopped_count"] == 0
+    assert "No orphaned" in data["message"]
+
+
+def test_cleanup_all_stuck_queued_executions(mocker: pytest_mock.MockFixture):
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.cleanup_all_stuck_queued_executions",
+        return_value=4,
+    )
+
+    response = client.post("/admin/diagnostics/executions/cleanup-all-stuck-queued")
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["success"] is True
+    assert data["stopped_count"] == 4
+
+
+def test_requeue_all_stuck_executions(mocker: pytest_mock.MockFixture):
+    mock_exec_metas = [
+        GraphExecutionMeta(
+            id=f"exec-stuck-{i}",
+            user_id=f"user-{i}",
+            graph_id="graph-123",
+            graph_version=1,
+            inputs=None,
+            credential_inputs=None,
+            nodes_input_masks=None,
+            preset_id=None,
+            status=AgentExecutionStatus.QUEUED,
+            started_at=None,
+            ended_at=None,
+            stats=None,
+        )
+        for i in range(3)
+    ]
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_all_stuck_queued_execution_ids",
+        return_value=["exec-stuck-0", "exec-stuck-1", "exec-stuck-2"],
+    )
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_graph_executions",
+        return_value=mock_exec_metas,
+    )
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.add_graph_execution",
+        return_value=AsyncMock(),
+    )
+
+    response = client.post("/admin/diagnostics/executions/requeue-all-stuck")
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["success"] is True
+    assert data["requeued_count"] == 3
+
+
+def test_requeue_all_stuck_executions_none(mocker: pytest_mock.MockFixture):
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_all_stuck_queued_execution_ids",
+        return_value=[],
+    )
+
+    response = client.post("/admin/diagnostics/executions/requeue-all-stuck")
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["success"] is True
+    assert data["requeued_count"] == 0
+    assert "No stuck" in data["message"]
+
+
+def test_requeue_bulk_none_found(mocker: pytest_mock.MockFixture):
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_graph_executions",
+        return_value=[],
+    )
+
+    response = client.post(
+        "/admin/diagnostics/executions/requeue-bulk",
+        json={"execution_ids": ["nonexistent"]},
+    )
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["success"] is False
+    assert data["requeued_count"] == 0
+
+
+def test_stop_single_execution_not_found(mocker: pytest_mock.MockFixture):
+    mocker.patch(
+        "backend.api.features.admin.diagnostics_admin_routes.get_graph_executions",
+        return_value=[],
+    )
+
+    response = client.post(
+        "/admin/diagnostics/executions/stop",
+        json={"execution_id": "nonexistent"},
+    )
+
+    assert response.status_code == 404
+    assert "not found" in response.json()["detail"]

autogpt_platform/backend/backend/api/features/admin/model.py

@@ -14,3 +14,70 @@ class UserHistoryResponse(BaseModel):
 class AddUserCreditsResponse(BaseModel):
     new_balance: int
     transaction_key: str
+
+
+class ExecutionDiagnosticsResponse(BaseModel):
+    """Response model for execution diagnostics"""
+
+    # Current execution state
+    running_executions: int
+    queued_executions_db: int
+    queued_executions_rabbitmq: int
+    cancel_queue_depth: int
+
+    # Orphaned execution detection
+    orphaned_running: int
+    orphaned_queued: int
+
+    # Failure metrics
+    failed_count_1h: int
+    failed_count_24h: int
+    failure_rate_24h: float
+
+    # Long-running detection
+    stuck_running_24h: int
+    stuck_running_1h: int
+    oldest_running_hours: float | None
+
+    # Stuck queued detection
+    stuck_queued_1h: int
+    queued_never_started: int
+
+    # Invalid state detection (data corruption - no auto-actions)
+    invalid_queued_with_start: int
+    invalid_running_without_start: int
+
+    # Throughput metrics
+    completed_1h: int
+    completed_24h: int
+    throughput_per_hour: float
+
+    timestamp: str
+
+
+class AgentDiagnosticsResponse(BaseModel):
+    """Response model for agent diagnostics"""
+
+    agents_with_active_executions: int
+    timestamp: str
+
+
+class ScheduleHealthMetrics(BaseModel):
+    """Response model for schedule diagnostics"""
+
+    total_schedules: int
+    user_schedules: int
+    system_schedules: int
+
+    # Orphan detection
+    orphaned_deleted_graph: int
+    orphaned_no_library_access: int
+    orphaned_invalid_credentials: int
+    orphaned_validation_failed: int
+    total_orphaned: int
+
+    # Upcoming
+    schedules_next_hour: int
+    schedules_next_24h: int
+
+    timestamp: str

autogpt_platform/backend/backend/api/features/admin/platform_cost_routes.py

@@ -0,0 +1,141 @@
+import logging
+from datetime import datetime
+
+from autogpt_libs.auth import get_user_id, requires_admin_user
+from fastapi import APIRouter, Query, Security
+from pydantic import BaseModel
+
+from backend.data.platform_cost import (
+    CostLogRow,
+    PlatformCostDashboard,
+    get_platform_cost_dashboard,
+    get_platform_cost_logs,
+    get_platform_cost_logs_for_export,
+)
+from backend.util.models import Pagination
+
+logger = logging.getLogger(__name__)
+
+
+router = APIRouter(
+    prefix="/platform-costs",
+    tags=["platform-cost", "admin"],
+    dependencies=[Security(requires_admin_user)],
+)
+
+
+class PlatformCostLogsResponse(BaseModel):
+    logs: list[CostLogRow]
+    pagination: Pagination
+
+
+@router.get(
+    "/dashboard",
+    response_model=PlatformCostDashboard,
+    summary="Get Platform Cost Dashboard",
+)
+async def get_cost_dashboard(
+    admin_user_id: str = Security(get_user_id),
+    start: datetime | None = Query(None),
+    end: datetime | None = Query(None),
+    provider: str | None = Query(None),
+    user_id: str | None = Query(None),
+    model: str | None = Query(None),
+    block_name: str | None = Query(None),
+    tracking_type: str | None = Query(None),
+    graph_exec_id: str | None = Query(None),
+):
+    logger.info("Admin %s fetching platform cost dashboard", admin_user_id)
+    return await get_platform_cost_dashboard(
+        start=start,
+        end=end,
+        provider=provider,
+        user_id=user_id,
+        model=model,
+        block_name=block_name,
+        tracking_type=tracking_type,
+        graph_exec_id=graph_exec_id,
+    )
+
+
+@router.get(
+    "/logs",
+    response_model=PlatformCostLogsResponse,
+    summary="Get Platform Cost Logs",
+)
+async def get_cost_logs(
+    admin_user_id: str = Security(get_user_id),
+    start: datetime | None = Query(None),
+    end: datetime | None = Query(None),
+    provider: str | None = Query(None),
+    user_id: str | None = Query(None),
+    page: int = Query(1, ge=1),
+    page_size: int = Query(50, ge=1, le=200),
+    model: str | None = Query(None),
+    block_name: str | None = Query(None),
+    tracking_type: str | None = Query(None),
+    graph_exec_id: str | None = Query(None),
+):
+    logger.info("Admin %s fetching platform cost logs", admin_user_id)
+    logs, total = await get_platform_cost_logs(
+        start=start,
+        end=end,
+        provider=provider,
+        user_id=user_id,
+        page=page,
+        page_size=page_size,
+        model=model,
+        block_name=block_name,
+        tracking_type=tracking_type,
+        graph_exec_id=graph_exec_id,
+    )
+    total_pages = (total + page_size - 1) // page_size
+    return PlatformCostLogsResponse(
+        logs=logs,
+        pagination=Pagination(
+            total_items=total,
+            total_pages=total_pages,
+            current_page=page,
+            page_size=page_size,
+        ),
+    )
+
+
+class PlatformCostExportResponse(BaseModel):
+    logs: list[CostLogRow]
+    total_rows: int
+    truncated: bool
+
+
+@router.get(
+    "/logs/export",
+    response_model=PlatformCostExportResponse,
+    summary="Export Platform Cost Logs",
+)
+async def export_cost_logs(
+    admin_user_id: str = Security(get_user_id),
+    start: datetime | None = Query(None),
+    end: datetime | None = Query(None),
+    provider: str | None = Query(None),
+    user_id: str | None = Query(None),
+    model: str | None = Query(None),
+    block_name: str | None = Query(None),
+    tracking_type: str | None = Query(None),
+    graph_exec_id: str | None = Query(None),
+):
+    logger.info("Admin %s exporting platform cost logs", admin_user_id)
+    logs, truncated = await get_platform_cost_logs_for_export(
+        start=start,
+        end=end,
+        provider=provider,
+        user_id=user_id,
+        model=model,
+        block_name=block_name,
+        tracking_type=tracking_type,
+        graph_exec_id=graph_exec_id,
+    )
+    return PlatformCostExportResponse(
+        logs=logs,
+        total_rows=len(logs),
+        truncated=truncated,
+    )

autogpt_platform/backend/backend/api/features/admin/platform_cost_routes_test.py

@@ -0,0 +1,291 @@
+from datetime import datetime, timezone
+from unittest.mock import AsyncMock
+
+import fastapi
+import fastapi.testclient
+import pytest
+import pytest_mock
+from autogpt_libs.auth.jwt_utils import get_jwt_payload
+
+from backend.data.platform_cost import CostLogRow, PlatformCostDashboard
+
+from .platform_cost_routes import router as platform_cost_router
+
+app = fastapi.FastAPI()
+app.include_router(platform_cost_router)
+
+client = fastapi.testclient.TestClient(app)
+
+
+@pytest.fixture(autouse=True)
+def setup_app_admin_auth(mock_jwt_admin):
+    """Setup admin auth overrides for all tests in this module"""
+    app.dependency_overrides[get_jwt_payload] = mock_jwt_admin["get_jwt_payload"]
+    yield
+    app.dependency_overrides.clear()
+
+
+def test_get_dashboard_success(
+    mocker: pytest_mock.MockerFixture,
+) -> None:
+    real_dashboard = PlatformCostDashboard(
+        by_provider=[],
+        by_user=[],
+        total_cost_microdollars=0,
+        total_requests=0,
+        total_users=0,
+    )
+    mocker.patch(
+        "backend.api.features.admin.platform_cost_routes.get_platform_cost_dashboard",
+        AsyncMock(return_value=real_dashboard),
+    )
+
+    response = client.get("/platform-costs/dashboard")
+    assert response.status_code == 200
+    data = response.json()
+    assert "by_provider" in data
+    assert "by_user" in data
+    assert data["total_cost_microdollars"] == 0
+
+
+def test_get_logs_success(
+    mocker: pytest_mock.MockerFixture,
+) -> None:
+    mocker.patch(
+        "backend.api.features.admin.platform_cost_routes.get_platform_cost_logs",
+        AsyncMock(return_value=([], 0)),
+    )
+
+    response = client.get("/platform-costs/logs")
+    assert response.status_code == 200
+    data = response.json()
+    assert data["logs"] == []
+    assert data["pagination"]["total_items"] == 0
+
+
+def test_get_dashboard_with_filters(
+    mocker: pytest_mock.MockerFixture,
+) -> None:
+    real_dashboard = PlatformCostDashboard(
+        by_provider=[],
+        by_user=[],
+        total_cost_microdollars=0,
+        total_requests=0,
+        total_users=0,
+    )
+    mock_dashboard = AsyncMock(return_value=real_dashboard)
+    mocker.patch(
+        "backend.api.features.admin.platform_cost_routes.get_platform_cost_dashboard",
+        mock_dashboard,
+    )
+
+    response = client.get(
+        "/platform-costs/dashboard",
+        params={
+            "start": "2026-01-01T00:00:00",
+            "end": "2026-04-01T00:00:00",
+            "provider": "openai",
+            "user_id": "test-user-123",
+        },
+    )
+    assert response.status_code == 200
+    mock_dashboard.assert_called_once()
+    call_kwargs = mock_dashboard.call_args.kwargs
+    assert call_kwargs["provider"] == "openai"
+    assert call_kwargs["user_id"] == "test-user-123"
+    assert call_kwargs["start"] is not None
+    assert call_kwargs["end"] is not None
+
+
+def test_get_logs_with_pagination(
+    mocker: pytest_mock.MockerFixture,
+) -> None:
+    mocker.patch(
+        "backend.api.features.admin.platform_cost_routes.get_platform_cost_logs",
+        AsyncMock(return_value=([], 0)),
+    )
+
+    response = client.get(
+        "/platform-costs/logs",
+        params={"page": 2, "page_size": 25, "provider": "anthropic"},
+    )
+    assert response.status_code == 200
+    data = response.json()
+    assert data["pagination"]["current_page"] == 2
+    assert data["pagination"]["page_size"] == 25
+
+
+def test_get_dashboard_requires_admin() -> None:
+    import fastapi
+    from fastapi import HTTPException
+
+    def reject_jwt(request: fastapi.Request):
+        raise HTTPException(status_code=401, detail="Not authenticated")
+
+    app.dependency_overrides[get_jwt_payload] = reject_jwt
+    try:
+        response = client.get("/platform-costs/dashboard")
+        assert response.status_code == 401
+        response = client.get("/platform-costs/logs")
+        assert response.status_code == 401
+    finally:
+        app.dependency_overrides.clear()
+
+
+def test_get_dashboard_rejects_non_admin(mock_jwt_user, mock_jwt_admin) -> None:
+    """Non-admin JWT must be rejected with 403 by requires_admin_user."""
+    app.dependency_overrides[get_jwt_payload] = mock_jwt_user["get_jwt_payload"]
+    try:
+        response = client.get("/platform-costs/dashboard")
+        assert response.status_code == 403
+        response = client.get("/platform-costs/logs")
+        assert response.status_code == 403
+    finally:
+        app.dependency_overrides[get_jwt_payload] = mock_jwt_admin["get_jwt_payload"]
+
+
+def test_get_logs_invalid_page_size_too_large() -> None:
+    """page_size > 200 must be rejected with 422."""
+    response = client.get("/platform-costs/logs", params={"page_size": 201})
+    assert response.status_code == 422
+
+
+def test_get_logs_invalid_page_size_zero() -> None:
+    """page_size = 0 (below ge=1) must be rejected with 422."""
+    response = client.get("/platform-costs/logs", params={"page_size": 0})
+    assert response.status_code == 422
+
+
+def test_get_logs_invalid_page_negative() -> None:
+    """page < 1 must be rejected with 422."""
+    response = client.get("/platform-costs/logs", params={"page": 0})
+    assert response.status_code == 422
+
+
+def test_get_dashboard_invalid_date_format() -> None:
+    """Malformed start date must be rejected with 422."""
+    response = client.get("/platform-costs/dashboard", params={"start": "not-a-date"})
+    assert response.status_code == 422
+
+
+def test_get_dashboard_repeated_requests(
+    mocker: pytest_mock.MockerFixture,
+) -> None:
+    """Repeated requests to the dashboard route both return 200."""
+    real_dashboard = PlatformCostDashboard(
+        by_provider=[],
+        by_user=[],
+        total_cost_microdollars=42,
+        total_requests=1,
+        total_users=1,
+    )
+    mocker.patch(
+        "backend.api.features.admin.platform_cost_routes.get_platform_cost_dashboard",
+        AsyncMock(return_value=real_dashboard),
+    )
+
+    r1 = client.get("/platform-costs/dashboard")
+    r2 = client.get("/platform-costs/dashboard")
+
+    assert r1.status_code == 200
+    assert r2.status_code == 200
+    assert r1.json()["total_cost_microdollars"] == 42
+    assert r2.json()["total_cost_microdollars"] == 42
+
+
+def _make_cost_log_row() -> CostLogRow:
+    return CostLogRow(
+        id="log-1",
+        created_at=datetime(2026, 1, 1, tzinfo=timezone.utc),
+        user_id="user-1",
+        email="u***@example.com",
+        graph_exec_id="graph-1",
+        node_exec_id="node-1",
+        block_name="LlmCallBlock",
+        provider="anthropic",
+        tracking_type="token",
+        cost_microdollars=500,
+        input_tokens=100,
+        output_tokens=50,
+        cache_read_tokens=10,
+        cache_creation_tokens=5,
+        duration=1.5,
+        model="claude-3-5-sonnet-20241022",
+    )
+
+
+def test_export_logs_success(
+    mocker: pytest_mock.MockerFixture,
+) -> None:
+    row = _make_cost_log_row()
+    mocker.patch(
+        "backend.api.features.admin.platform_cost_routes.get_platform_cost_logs_for_export",
+        AsyncMock(return_value=([row], False)),
+    )
+
+    response = client.get("/platform-costs/logs/export")
+    assert response.status_code == 200
+    data = response.json()
+    assert data["total_rows"] == 1
+    assert data["truncated"] is False
+    assert len(data["logs"]) == 1
+    assert data["logs"][0]["cache_read_tokens"] == 10
+    assert data["logs"][0]["cache_creation_tokens"] == 5
+
+
+def test_export_logs_truncated(
+    mocker: pytest_mock.MockerFixture,
+) -> None:
+    rows = [_make_cost_log_row() for _ in range(3)]
+    mocker.patch(
+        "backend.api.features.admin.platform_cost_routes.get_platform_cost_logs_for_export",
+        AsyncMock(return_value=(rows, True)),
+    )
+
+    response = client.get("/platform-costs/logs/export")
+    assert response.status_code == 200
+    data = response.json()
+    assert data["total_rows"] == 3
+    assert data["truncated"] is True
+
+
+def test_export_logs_with_filters(
+    mocker: pytest_mock.MockerFixture,
+) -> None:
+    mock_export = AsyncMock(return_value=([], False))
+    mocker.patch(
+        "backend.api.features.admin.platform_cost_routes.get_platform_cost_logs_for_export",
+        mock_export,
+    )
+
+    response = client.get(
+        "/platform-costs/logs/export",
+        params={
+            "provider": "anthropic",
+            "model": "claude-3-5-sonnet-20241022",
+            "block_name": "LlmCallBlock",
+            "tracking_type": "token",
+        },
+    )
+    assert response.status_code == 200
+    mock_export.assert_called_once()
+    call_kwargs = mock_export.call_args.kwargs
+    assert call_kwargs["provider"] == "anthropic"
+    assert call_kwargs["model"] == "claude-3-5-sonnet-20241022"
+    assert call_kwargs["block_name"] == "LlmCallBlock"
+    assert call_kwargs["tracking_type"] == "token"
+
+
+def test_export_logs_requires_admin() -> None:
+    import fastapi
+    from fastapi import HTTPException
+
+    def reject_jwt(request: fastapi.Request):
+        raise HTTPException(status_code=401, detail="Not authenticated")
+
+    app.dependency_overrides[get_jwt_payload] = reject_jwt
+    try:
+        response = client.get("/platform-costs/logs/export")
+        assert response.status_code == 401
+    finally:
+        app.dependency_overrides.clear()

autogpt_platform/backend/backend/api/features/admin/rate_limit_admin_routes.py

@@ -9,11 +9,14 @@ from pydantic import BaseModel
 
 from backend.copilot.config import ChatConfig
 from backend.copilot.rate_limit import (
+    SubscriptionTier,
     get_global_rate_limits,
     get_usage_status,
+    get_user_tier,
     reset_user_usage,
+    set_user_tier,
 )
-from backend.data.user import get_user_by_email, get_user_email_by_id
+from backend.data.user import get_user_by_email, get_user_email_by_id, search_users
 
 logger = logging.getLogger(__name__)
 
@@ -29,10 +32,21 @@ router = APIRouter(
 class UserRateLimitResponse(BaseModel):
     user_id: str
     user_email: Optional[str] = None
-    daily_token_limit: int
-    weekly_token_limit: int
-    daily_tokens_used: int
-    weekly_tokens_used: int
+    daily_cost_limit_microdollars: int
+    weekly_cost_limit_microdollars: int
+    daily_cost_used_microdollars: int
+    weekly_cost_used_microdollars: int
+    tier: SubscriptionTier
+
+
+class UserTierResponse(BaseModel):
+    user_id: str
+    tier: SubscriptionTier
+
+
+class SetUserTierRequest(BaseModel):
+    user_id: str
+    tier: SubscriptionTier
 
 
 async def _resolve_user_id(
@@ -86,18 +100,21 @@ async def get_user_rate_limit(
 
     logger.info("Admin %s checking rate limit for user %s", admin_user_id, resolved_id)
 
-    daily_limit, weekly_limit = await get_global_rate_limits(
-        resolved_id, config.daily_token_limit, config.weekly_token_limit
+    daily_limit, weekly_limit, tier = await get_global_rate_limits(
+        resolved_id,
+        config.daily_cost_limit_microdollars,
+        config.weekly_cost_limit_microdollars,
     )
-    usage = await get_usage_status(resolved_id, daily_limit, weekly_limit)
+    usage = await get_usage_status(resolved_id, daily_limit, weekly_limit, tier=tier)
 
     return UserRateLimitResponse(
         user_id=resolved_id,
         user_email=resolved_email,
-        daily_token_limit=daily_limit,
-        weekly_token_limit=weekly_limit,
-        daily_tokens_used=usage.daily.used,
-        weekly_tokens_used=usage.weekly.used,
+        daily_cost_limit_microdollars=daily_limit,
+        weekly_cost_limit_microdollars=weekly_limit,
+        daily_cost_used_microdollars=usage.daily.used,
+        weekly_cost_used_microdollars=usage.weekly.used,
+        tier=tier,
     )
 
 
@@ -125,10 +142,12 @@ async def reset_user_rate_limit(
         logger.exception("Failed to reset user usage")
         raise HTTPException(status_code=500, detail="Failed to reset usage") from e
 
-    daily_limit, weekly_limit = await get_global_rate_limits(
-        user_id, config.daily_token_limit, config.weekly_token_limit
+    daily_limit, weekly_limit, tier = await get_global_rate_limits(
+        user_id,
+        config.daily_cost_limit_microdollars,
+        config.weekly_cost_limit_microdollars,
     )
-    usage = await get_usage_status(user_id, daily_limit, weekly_limit)
+    usage = await get_usage_status(user_id, daily_limit, weekly_limit, tier=tier)
 
     try:
         resolved_email = await get_user_email_by_id(user_id)
@@ -139,8 +158,106 @@ async def reset_user_rate_limit(
     return UserRateLimitResponse(
         user_id=user_id,
         user_email=resolved_email,
-        daily_token_limit=daily_limit,
-        weekly_token_limit=weekly_limit,
-        daily_tokens_used=usage.daily.used,
-        weekly_tokens_used=usage.weekly.used,
+        daily_cost_limit_microdollars=daily_limit,
+        weekly_cost_limit_microdollars=weekly_limit,
+        daily_cost_used_microdollars=usage.daily.used,
+        weekly_cost_used_microdollars=usage.weekly.used,
+        tier=tier,
     )
+
+
+@router.get(
+    "/rate_limit/tier",
+    response_model=UserTierResponse,
+    summary="Get User Rate Limit Tier",
+)
+async def get_user_rate_limit_tier(
+    user_id: str,
+    admin_user_id: str = Security(get_user_id),
+) -> UserTierResponse:
+    """Get a user's current rate-limit tier. Admin-only.
+
+    Returns 404 if the user does not exist in the database.
+    """
+    logger.info("Admin %s checking tier for user %s", admin_user_id, user_id)
+
+    resolved_email = await get_user_email_by_id(user_id)
+    if resolved_email is None:
+        raise HTTPException(status_code=404, detail=f"User {user_id} not found")
+
+    tier = await get_user_tier(user_id)
+    return UserTierResponse(user_id=user_id, tier=tier)
+
+
+@router.post(
+    "/rate_limit/tier",
+    response_model=UserTierResponse,
+    summary="Set User Rate Limit Tier",
+)
+async def set_user_rate_limit_tier(
+    request: SetUserTierRequest,
+    admin_user_id: str = Security(get_user_id),
+) -> UserTierResponse:
+    """Set a user's rate-limit tier. Admin-only.
+
+    Returns 404 if the user does not exist in the database.
+    """
+    try:
+        resolved_email = await get_user_email_by_id(request.user_id)
+    except Exception:
+        logger.warning(
+            "Failed to resolve email for user %s",
+            request.user_id,
+            exc_info=True,
+        )
+        resolved_email = None
+
+    if resolved_email is None:
+        raise HTTPException(status_code=404, detail=f"User {request.user_id} not found")
+
+    old_tier = await get_user_tier(request.user_id)
+    logger.info(
+        "Admin %s changing tier for user %s (%s): %s -> %s",
+        admin_user_id,
+        request.user_id,
+        resolved_email,
+        old_tier.value,
+        request.tier.value,
+    )
+    try:
+        await set_user_tier(request.user_id, request.tier)
+    except Exception as e:
+        logger.exception("Failed to set user tier")
+        raise HTTPException(status_code=500, detail="Failed to set tier") from e
+
+    return UserTierResponse(user_id=request.user_id, tier=request.tier)
+
+
+class UserSearchResult(BaseModel):
+    user_id: str
+    user_email: Optional[str] = None
+
+
+@router.get(
+    "/rate_limit/search_users",
+    response_model=list[UserSearchResult],
+    summary="Search Users by Name or Email",
+)
+async def admin_search_users(
+    query: str,
+    limit: int = 20,
+    admin_user_id: str = Security(get_user_id),
+) -> list[UserSearchResult]:
+    """Search users by partial email or name. Admin-only.
+
+    Queries the User table directly — returns results even for users
+    without credit transaction history.
+    """
+    if len(query.strip()) < 3:
+        raise HTTPException(
+            status_code=400,
+            detail="Search query must be at least 3 characters.",
+        )
+    logger.info("Admin %s searching users with query=%r", admin_user_id, query)
+    results = await search_users(query, limit=max(1, min(limit, 50)))
+    return [UserSearchResult(user_id=uid, user_email=email) for uid, email in results]

autogpt_platform/backend/backend/api/features/admin/rate_limit_admin_routes_test.py

@@ -9,7 +9,7 @@ import pytest_mock
 from autogpt_libs.auth.jwt_utils import get_jwt_payload
 from pytest_snapshot.plugin import Snapshot
 
-from backend.copilot.rate_limit import CoPilotUsageStatus, UsageWindow
+from backend.copilot.rate_limit import CoPilotUsageStatus, SubscriptionTier, UsageWindow
 
 from .rate_limit_admin_routes import router as rate_limit_admin_router
 
@@ -57,7 +57,7 @@ def _patch_rate_limit_deps(
     mocker.patch(
         f"{_MOCK_MODULE}.get_global_rate_limits",
         new_callable=AsyncMock,
-        return_value=(2_500_000, 12_500_000),
+        return_value=(2_500_000, 12_500_000, SubscriptionTier.BASIC),
     )
     mocker.patch(
         f"{_MOCK_MODULE}.get_usage_status",
@@ -85,10 +85,11 @@ def test_get_rate_limit(
     data = response.json()
     assert data["user_id"] == target_user_id
     assert data["user_email"] == _TARGET_EMAIL
-    assert data["daily_token_limit"] == 2_500_000
-    assert data["weekly_token_limit"] == 12_500_000
-    assert data["daily_tokens_used"] == 500_000
-    assert data["weekly_tokens_used"] == 3_000_000
+    assert data["daily_cost_limit_microdollars"] == 2_500_000
+    assert data["weekly_cost_limit_microdollars"] == 12_500_000
+    assert data["daily_cost_used_microdollars"] == 500_000
+    assert data["weekly_cost_used_microdollars"] == 3_000_000
+    assert data["tier"] == "BASIC"
 
     configured_snapshot.assert_match(
         json.dumps(data, indent=2, sort_keys=True) + "\n",
@@ -116,7 +117,7 @@ def test_get_rate_limit_by_email(
     data = response.json()
     assert data["user_id"] == target_user_id
     assert data["user_email"] == _TARGET_EMAIL
-    assert data["daily_token_limit"] == 2_500_000
+    assert data["daily_cost_limit_microdollars"] == 2_500_000
 
 
 def test_get_rate_limit_by_email_not_found(
@@ -159,9 +160,10 @@ def test_reset_user_usage_daily_only(
 
     assert response.status_code == 200
     data = response.json()
-    assert data["daily_tokens_used"] == 0
+    assert data["daily_cost_used_microdollars"] == 0
     # Weekly is untouched
-    assert data["weekly_tokens_used"] == 3_000_000
+    assert data["weekly_cost_used_microdollars"] == 3_000_000
+    assert data["tier"] == "BASIC"
 
     mock_reset.assert_awaited_once_with(target_user_id, reset_weekly=False)
 
@@ -190,8 +192,9 @@ def test_reset_user_usage_daily_and_weekly(
 
     assert response.status_code == 200
     data = response.json()
-    assert data["daily_tokens_used"] == 0
-    assert data["weekly_tokens_used"] == 0
+    assert data["daily_cost_used_microdollars"] == 0
+    assert data["weekly_cost_used_microdollars"] == 0
+    assert data["tier"] == "BASIC"
 
     mock_reset.assert_awaited_once_with(target_user_id, reset_weekly=True)
 
@@ -228,7 +231,7 @@ def test_get_rate_limit_email_lookup_failure(
     mocker.patch(
         f"{_MOCK_MODULE}.get_global_rate_limits",
         new_callable=AsyncMock,
-        return_value=(2_500_000, 12_500_000),
+        return_value=(2_500_000, 12_500_000, SubscriptionTier.BASIC),
     )
     mocker.patch(
         f"{_MOCK_MODULE}.get_usage_status",
@@ -261,3 +264,303 @@ def test_admin_endpoints_require_admin_role(mock_jwt_user) -> None:
         json={"user_id": "test"},
     )
     assert response.status_code == 403
+
+
+# ---------------------------------------------------------------------------
+# Tier management endpoints
+# ---------------------------------------------------------------------------
+
+
+def test_get_user_tier(
+    mocker: pytest_mock.MockerFixture,
+    target_user_id: str,
+) -> None:
+    """Test getting a user's rate-limit tier."""
+    mocker.patch(
+        f"{_MOCK_MODULE}.get_user_email_by_id",
+        new_callable=AsyncMock,
+        return_value=_TARGET_EMAIL,
+    )
+    mocker.patch(
+        f"{_MOCK_MODULE}.get_user_tier",
+        new_callable=AsyncMock,
+        return_value=SubscriptionTier.PRO,
+    )
+
+    response = client.get("/admin/rate_limit/tier", params={"user_id": target_user_id})
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["user_id"] == target_user_id
+    assert data["tier"] == "PRO"
+
+
+def test_get_user_tier_user_not_found(
+    mocker: pytest_mock.MockerFixture,
+    target_user_id: str,
+) -> None:
+    """Test that getting tier for a non-existent user returns 404."""
+    mocker.patch(
+        f"{_MOCK_MODULE}.get_user_email_by_id",
+        new_callable=AsyncMock,
+        return_value=None,
+    )
+
+    response = client.get("/admin/rate_limit/tier", params={"user_id": target_user_id})
+
+    assert response.status_code == 404
+
+
+def test_set_user_tier(
+    mocker: pytest_mock.MockerFixture,
+    target_user_id: str,
+) -> None:
+    """Test setting a user's rate-limit tier (upgrade)."""
+    mocker.patch(
+        f"{_MOCK_MODULE}.get_user_email_by_id",
+        new_callable=AsyncMock,
+        return_value=_TARGET_EMAIL,
+    )
+    mocker.patch(
+        f"{_MOCK_MODULE}.get_user_tier",
+        new_callable=AsyncMock,
+        return_value=SubscriptionTier.BASIC,
+    )
+    mock_set = mocker.patch(
+        f"{_MOCK_MODULE}.set_user_tier",
+        new_callable=AsyncMock,
+    )
+
+    response = client.post(
+        "/admin/rate_limit/tier",
+        json={"user_id": target_user_id, "tier": "ENTERPRISE"},
+    )
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["user_id"] == target_user_id
+    assert data["tier"] == "ENTERPRISE"
+    mock_set.assert_awaited_once_with(target_user_id, SubscriptionTier.ENTERPRISE)
+
+
+def test_set_user_tier_downgrade(
+    mocker: pytest_mock.MockerFixture,
+    target_user_id: str,
+) -> None:
+    """Test downgrading a user's tier from PRO to BASIC."""
+    mocker.patch(
+        f"{_MOCK_MODULE}.get_user_email_by_id",
+        new_callable=AsyncMock,
+        return_value=_TARGET_EMAIL,
+    )
+    mocker.patch(
+        f"{_MOCK_MODULE}.get_user_tier",
+        new_callable=AsyncMock,
+        return_value=SubscriptionTier.PRO,
+    )
+    mock_set = mocker.patch(
+        f"{_MOCK_MODULE}.set_user_tier",
+        new_callable=AsyncMock,
+    )
+
+    response = client.post(
+        "/admin/rate_limit/tier",
+        json={"user_id": target_user_id, "tier": "BASIC"},
+    )
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["user_id"] == target_user_id
+    assert data["tier"] == "BASIC"
+    mock_set.assert_awaited_once_with(target_user_id, SubscriptionTier.BASIC)
+
+
+def test_set_user_tier_invalid_tier(
+    target_user_id: str,
+) -> None:
+    """Test that setting an invalid tier returns 422."""
+    response = client.post(
+        "/admin/rate_limit/tier",
+        json={"user_id": target_user_id, "tier": "invalid"},
+    )
+
+    assert response.status_code == 422
+
+
+def test_set_user_tier_invalid_tier_uppercase(
+    target_user_id: str,
+) -> None:
+    """Test that setting an unrecognised uppercase tier (e.g. 'INVALID') returns 422.
+
+    Regression: ensures Pydantic enum validation rejects values that are not
+    members of SubscriptionTier, even when they look like valid enum names.
+    """
+    response = client.post(
+        "/admin/rate_limit/tier",
+        json={"user_id": target_user_id, "tier": "INVALID"},
+    )
+
+    assert response.status_code == 422
+    body = response.json()
+    assert "detail" in body
+
+
+def test_set_user_tier_email_lookup_failure_returns_404(
+    mocker: pytest_mock.MockerFixture,
+    target_user_id: str,
+) -> None:
+    """Test that email lookup failure returns 404 (user unverifiable)."""
+    mocker.patch(
+        f"{_MOCK_MODULE}.get_user_email_by_id",
+        new_callable=AsyncMock,
+        side_effect=Exception("DB connection failed"),
+    )
+
+    response = client.post(
+        "/admin/rate_limit/tier",
+        json={"user_id": target_user_id, "tier": "PRO"},
+    )
+
+    assert response.status_code == 404
+
+
+def test_set_user_tier_user_not_found(
+    mocker: pytest_mock.MockerFixture,
+    target_user_id: str,
+) -> None:
+    """Test that setting tier for a non-existent user returns 404."""
+    mocker.patch(
+        f"{_MOCK_MODULE}.get_user_email_by_id",
+        new_callable=AsyncMock,
+        return_value=None,
+    )
+
+    response = client.post(
+        "/admin/rate_limit/tier",
+        json={"user_id": target_user_id, "tier": "PRO"},
+    )
+
+    assert response.status_code == 404
+
+
+def test_set_user_tier_db_failure(
+    mocker: pytest_mock.MockerFixture,
+    target_user_id: str,
+) -> None:
+    """Test that DB failure on set tier returns 500."""
+    mocker.patch(
+        f"{_MOCK_MODULE}.get_user_email_by_id",
+        new_callable=AsyncMock,
+        return_value=_TARGET_EMAIL,
+    )
+    mocker.patch(
+        f"{_MOCK_MODULE}.get_user_tier",
+        new_callable=AsyncMock,
+        return_value=SubscriptionTier.BASIC,
+    )
+    mocker.patch(
+        f"{_MOCK_MODULE}.set_user_tier",
+        new_callable=AsyncMock,
+        side_effect=Exception("DB connection refused"),
+    )
+
+    response = client.post(
+        "/admin/rate_limit/tier",
+        json={"user_id": target_user_id, "tier": "PRO"},
+    )
+
+    assert response.status_code == 500
+
+
+def test_tier_endpoints_require_admin_role(mock_jwt_user) -> None:
+    """Test that tier admin endpoints require admin role."""
+    app.dependency_overrides[get_jwt_payload] = mock_jwt_user["get_jwt_payload"]
+
+    response = client.get("/admin/rate_limit/tier", params={"user_id": "test"})
+    assert response.status_code == 403
+
+    response = client.post(
+        "/admin/rate_limit/tier",
+        json={"user_id": "test", "tier": "PRO"},
+    )
+    assert response.status_code == 403
+
+
+# ─── search_users endpoint ──────────────────────────────────────────
+
+
+def test_search_users_returns_matching_users(
+    mocker: pytest_mock.MockerFixture,
+    admin_user_id: str,
+) -> None:
+    """Partial search should return all matching users from the User table."""
+    mocker.patch(
+        _MOCK_MODULE + ".search_users",
+        new_callable=AsyncMock,
+        return_value=[
+            ("user-1", "zamil.majdy@gmail.com"),
+            ("user-2", "zamil.majdy@agpt.co"),
+        ],
+    )
+
+    response = client.get("/admin/rate_limit/search_users", params={"query": "zamil"})
+
+    assert response.status_code == 200
+    results = response.json()
+    assert len(results) == 2
+    assert results[0]["user_email"] == "zamil.majdy@gmail.com"
+    assert results[1]["user_email"] == "zamil.majdy@agpt.co"
+
+
+def test_search_users_empty_results(
+    mocker: pytest_mock.MockerFixture,
+    admin_user_id: str,
+) -> None:
+    """Search with no matches returns empty list."""
+    mocker.patch(
+        _MOCK_MODULE + ".search_users",
+        new_callable=AsyncMock,
+        return_value=[],
+    )
+
+    response = client.get(
+        "/admin/rate_limit/search_users", params={"query": "nonexistent"}
+    )
+
+    assert response.status_code == 200
+    assert response.json() == []
+
+
+def test_search_users_short_query_rejected(
+    admin_user_id: str,
+) -> None:
+    """Query shorter than 3 characters should return 400."""
+    response = client.get("/admin/rate_limit/search_users", params={"query": "ab"})
+    assert response.status_code == 400
+
+
+def test_search_users_negative_limit_clamped(
+    mocker: pytest_mock.MockerFixture,
+    admin_user_id: str,
+) -> None:
+    """Negative limit should be clamped to 1, not passed through."""
+    mock_search = mocker.patch(
+        _MOCK_MODULE + ".search_users",
+        new_callable=AsyncMock,
+        return_value=[],
+    )
+
+    response = client.get(
+        "/admin/rate_limit/search_users", params={"query": "test", "limit": -1}
+    )
+
+    assert response.status_code == 200
+    mock_search.assert_awaited_once_with("test", limit=1)
+
+
+def test_search_users_requires_admin_role(mock_jwt_user) -> None:
+    """Test that the search_users endpoint requires admin role."""
+    app.dependency_overrides[get_jwt_payload] = mock_jwt_user["get_jwt_payload"]
+
+    response = client.get("/admin/rate_limit/search_users", params={"query": "test"})
+    assert response.status_code == 403

autogpt_platform/backend/backend/api/features/chat/routes.py

@@ -2,7 +2,6 @@
 
 import asyncio
 import logging
-import re
 from collections.abc import AsyncGenerator
 from typing import Annotated
 from uuid import uuid4
@@ -10,12 +9,13 @@ from uuid import uuid4
 from autogpt_libs import auth
 from fastapi import APIRouter, HTTPException, Query, Response, Security
 from fastapi.responses import StreamingResponse
-from prisma.models import UserWorkspaceFile
 from pydantic import BaseModel, ConfigDict, Field, field_validator
 
 from backend.copilot import service as chat_service
 from backend.copilot import stream_registry
-from backend.copilot.config import ChatConfig
+from backend.copilot.builder_context import resolve_session_permissions
+from backend.copilot.config import ChatConfig, CopilotLlmModel, CopilotMode
+from backend.copilot.db import get_chat_messages_paginated
 from backend.copilot.executor.utils import enqueue_cancel_task, enqueue_copilot_turn
 from backend.copilot.model import (
     ChatMessage,
@@ -25,11 +25,18 @@ from backend.copilot.model import (
     create_chat_session,
     delete_chat_session,
     get_chat_session,
+    get_or_create_builder_session,
     get_user_sessions,
     update_session_title,
 )
+from backend.copilot.pending_message_helpers import (
+    QueuePendingMessageResponse,
+    is_turn_in_flight,
+    queue_pending_for_http,
+)
+from backend.copilot.pending_messages import peek_pending_messages
 from backend.copilot.rate_limit import (
-    CoPilotUsageStatus,
+    CoPilotUsagePublic,
     RateLimitExceeded,
     acquire_reset_lock,
     check_rate_limit,
@@ -40,7 +47,15 @@ from backend.copilot.rate_limit import (
     release_reset_lock,
     reset_daily_usage,
 )
-from backend.copilot.response_model import StreamError, StreamFinish, StreamHeartbeat
+from backend.copilot.response_model import (
+    StreamError,
+    StreamFinish,
+    StreamFinishStep,
+    StreamHeartbeat,
+    StreamStart,
+    StreamStartStep,
+)
+from backend.copilot.service import strip_injected_context_for_display
 from backend.copilot.tools.e2b_sandbox import kill_sandbox
 from backend.copilot.tools.models import (
     AgentDetailsResponse,
@@ -59,17 +74,22 @@ from backend.copilot.tools.models import (
     InputValidationErrorResponse,
     MCPToolOutputResponse,
     MCPToolsDiscoveredResponse,
+    MemoryForgetCandidatesResponse,
+    MemoryForgetConfirmResponse,
+    MemorySearchResponse,
+    MemoryStoreResponse,
     NeedLoginResponse,
     NoResultsResponse,
     SetupRequirementsResponse,
     SuggestedGoalResponse,
+    TodoWriteResponse,
     UnderstandingUpdatedResponse,
 )
 from backend.copilot.tracking import track_user_message
 from backend.data.credit import UsageTransactionMetadata, get_user_credit_model
 from backend.data.redis_client import get_redis_async
 from backend.data.understanding import get_business_understanding
-from backend.data.workspace import get_or_create_workspace
+from backend.data.workspace import build_files_block, resolve_workspace_files
 from backend.util.exceptions import InsufficientBalanceError, NotFoundError
 from backend.util.settings import Settings
 
@@ -79,10 +99,6 @@ logger = logging.getLogger(__name__)
 
 config = ChatConfig()
 
-_UUID_RE = re.compile(
-    r"^[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}$", re.I
-)
-
 
 async def _validate_and_get_session(
     session_id: str,
@@ -99,30 +115,99 @@ router = APIRouter(
     tags=["chat"],
 )
 
+
+def _strip_injected_context(message: dict) -> dict:
+    """Hide server-injected context blocks from the API response.
+
+    Returns a **shallow copy** of *message* with all server-injected XML
+    blocks removed from ``content`` (if applicable).  The original dict is
+    never mutated, so callers can safely pass live session dicts without
+    risking side-effects.
+
+    Handles all three injected block types — ``<memory_context>``,
+    ``<env_context>``, and ``<user_context>`` — regardless of the order they
+    appear at the start of the message.  Only ``user``-role messages with
+    string content are touched; assistant / multimodal blocks pass through
+    unchanged.
+    """
+    if message.get("role") == "user" and isinstance(message.get("content"), str):
+        result = message.copy()
+        result["content"] = strip_injected_context_for_display(message["content"])
+        return result
+    return message
+
+
 # ========== Request/Response Models ==========
 
 
 class StreamChatRequest(BaseModel):
     """Request model for streaming chat with optional context."""
 
-    message: str
+    message: str = Field(max_length=64_000)
     is_user_message: bool = True
     context: dict[str, str] | None = None  # {url: str, content: str}
     file_ids: list[str] | None = Field(
         default=None, max_length=20
     )  # Workspace file IDs attached to this message
+    mode: CopilotMode | None = Field(
+        default=None,
+        description="Autopilot mode: 'fast' for baseline LLM, 'extended_thinking' for Claude Agent SDK. "
+        "If None, uses the server default (extended_thinking).",
+    )
+    model: CopilotLlmModel | None = Field(
+        default=None,
+        description="Model tier: 'standard' for the default model, 'advanced' for the highest-capability model. "
+        "If None, the server applies per-user LD targeting then falls back to config.",
+    )
+
+
+class QueuePendingMessageRequest(BaseModel):
+    """Request model for queueing a follow-up while a turn is running."""
+
+    message: str = Field(max_length=64_000)
+    context: dict[str, str] | None = None
+    file_ids: list[str] | None = Field(default=None, max_length=20)
+
+
+class PeekPendingMessagesResponse(BaseModel):
+    """Response for the pending-message peek (GET) endpoint.
+
+    Returns a read-only view of the pending buffer — messages are NOT
+    consumed.  The frontend uses this to restore the queued-message
+    indicator after a page refresh and to decide when to clear it once
+    a turn has ended.
+    """
+
+    messages: list[str]
+    count: int
 
 
 class CreateSessionRequest(BaseModel):
-    """Request model for creating a new chat session.
+    """Request model for creating (or get-or-creating) a chat session.
+
+    Two modes, selected by the body:
+
+    - Default: create a fresh session. ``dry_run`` is a **top-level**
+      field — do not nest it inside ``metadata``.
+    - Builder-bound: when ``builder_graph_id`` is set, the endpoint
+      switches to **get-or-create** keyed on
+      ``(user_id, builder_graph_id)``.  The builder panel calls this on
+      mount so the chat persists across refreshes.  Graph ownership is
+      validated inside :func:`get_or_create_builder_session`. Write-side
+      scope is enforced per-tool (``edit_agent`` / ``run_agent`` reject
+      any ``agent_id`` other than the bound graph) and a small blacklist
+      hides tools that conflict with the panel's scope
+      (``create_agent`` / ``customize_agent`` / ``get_agent_building_guide``
+      — see :data:`BUILDER_BLOCKED_TOOLS`). Read-side lookups
+      (``find_block``, ``find_agent``, ``search_docs``, …) stay open.
 
-    ``dry_run`` is a **top-level** field — do not nest it inside ``metadata``.
     Extra/unknown fields are rejected (422) to prevent silent mis-use.
     """
 
     model_config = ConfigDict(extra="forbid")
 
     dry_run: bool = False
+    builder_graph_id: str | None = Field(default=None, max_length=128)
 
 
 class CreateSessionResponse(BaseModel):
@@ -139,6 +224,11 @@ class ActiveStreamInfo(BaseModel):
 
     turn_id: str
     last_message_id: str  # Redis Stream message ID for resumption
+    # ISO-8601 timestamp (UTC) marking when the backend registered the turn
+    # as running. Lets the frontend seed its elapsed-time counter so restored
+    # turns show honest "time since turn started" instead of the misleading
+    # "time since this mount resumed the SSE".
+    started_at: str | None = None
 
 
 class SessionDetailResponse(BaseModel):
@@ -150,6 +240,8 @@ class SessionDetailResponse(BaseModel):
     user_id: str | None
     messages: list[dict]
     active_stream: ActiveStreamInfo | None = None  # Present if stream is still active
+    has_more_messages: bool = False
+    oldest_sequence: int | None = None
     total_prompt_tokens: int = 0
     total_completion_tokens: int = 0
     metadata: ChatSessionMetadata = ChatSessionMetadata()
@@ -228,8 +320,11 @@ async def list_sessions(
             redis = await get_redis_async()
             pipe = redis.pipeline(transaction=False)
             for session in sessions:
+                # Use the canonical helper so the hash-tag braces match every
+                # other writer; building the key inline drops the braces and
+                # silently misses every running session on cluster mode.
                 pipe.hget(
-                    f"{config.session_meta_prefix}{session.session_id}",
+                    stream_registry.get_session_meta_key(session.session_id),
                     "status",
                 )
             statuses = await pipe.execute()
@@ -265,29 +360,43 @@ async def create_session(
     user_id: Annotated[str, Security(auth.get_user_id)],
     request: CreateSessionRequest | None = None,
 ) -> CreateSessionResponse:
-    """
-    Create a new chat session.
+    """Create (or get-or-create) a chat session.
 
-    Initiates a new chat session for the authenticated user.
+    Two modes, selected by the request body:
+
+    - Default: create a fresh session for the user. ``dry_run=True`` forces
+      run_block and run_agent calls to use dry-run simulation.
+    - Builder-bound: when ``builder_graph_id`` is set, get-or-create keyed
+      on ``(user_id, builder_graph_id)``. Returns the existing session for
+      that graph or creates one locked to it.  Graph ownership is validated
+      inside :func:`get_or_create_builder_session`; raises 404 on
+      unauthorized access.  Write-side scope is enforced per-tool
+      (``edit_agent`` / ``run_agent`` reject any ``agent_id`` other than
+      the bound graph) and a small blacklist hides tools that conflict
+      with the panel's scope (see :data:`BUILDER_BLOCKED_TOOLS`).
 
     Args:
         user_id: The authenticated user ID parsed from the JWT (required).
-        request: Optional request body. When provided, ``dry_run=True``
-            forces run_block and run_agent calls to use dry-run simulation.
+        request: Optional request body with ``dry_run`` and/or
+            ``builder_graph_id``.
 
     Returns:
-        CreateSessionResponse: Details of the created session.
-
+        CreateSessionResponse: Details of the resulting session.
     """
     dry_run = request.dry_run if request else False
+    builder_graph_id = request.builder_graph_id if request else None
 
     logger.info(
         f"Creating session with user_id: "
         f"...{user_id[-8:] if len(user_id) > 8 else '<redacted>'}"
         f"{', dry_run=True' if dry_run else ''}"
+        f"{f', builder_graph_id={builder_graph_id}' if builder_graph_id else ''}"
     )
 
-    session = await create_chat_session(user_id, dry_run=dry_run)
+    if builder_graph_id:
+        session = await get_or_create_builder_session(user_id, builder_graph_id)
+    else:
+        session = await create_chat_session(user_id, dry_run=dry_run)
 
     return CreateSessionResponse(
         id=session.session_id,
@@ -346,6 +455,31 @@ async def delete_session(
     return Response(status_code=204)
 
 
+@router.delete(
+    "/sessions/{session_id}/stream",
+    dependencies=[Security(auth.requires_user)],
+    status_code=204,
+)
+async def disconnect_session_stream(
+    session_id: str,
+    user_id: Annotated[str, Security(auth.get_user_id)],
+) -> Response:
+    """Disconnect all active SSE listeners for a session.
+
+    Called by the frontend when the user switches away from a chat so the
+    backend releases XREAD listeners immediately rather than waiting for
+    the 5-10 s timeout.
+    """
+    session = await get_chat_session(session_id, user_id)
+    if not session:
+        raise HTTPException(
+            status_code=404,
+            detail=f"Session {session_id} not found or access denied",
+        )
+    await stream_registry.disconnect_all_listeners(session_id)
+    return Response(status_code=204)
+
+
 @router.patch(
     "/sessions/{session_id}/title",
     summary="Update session title",
@@ -389,60 +523,68 @@ async def update_session_title_route(
 async def get_session(
     session_id: str,
     user_id: Annotated[str, Security(auth.get_user_id)],
+    limit: int = Query(default=50, ge=1, le=200),
+    before_sequence: int | None = Query(default=None, ge=0),
 ) -> SessionDetailResponse:
     """
     Retrieve the details of a specific chat session.
 
-    Looks up a chat session by ID for the given user (if authenticated) and returns all session data including messages.
-    If there's an active stream for this session, returns active_stream info for reconnection.
-
-    Args:
-        session_id: The unique identifier for the desired chat session.
-        user_id: The optional authenticated user ID, or None for anonymous access.
-
-    Returns:
-        SessionDetailResponse: Details for the requested session, including active_stream info if applicable.
-
+    Supports cursor-based pagination via ``limit`` and ``before_sequence``.
+    When no pagination params are provided, returns the most recent messages.
     """
-    session = await get_chat_session(session_id, user_id)
-    if not session:
+    page = await get_chat_messages_paginated(
+        session_id, limit, before_sequence, user_id=user_id
+    )
+    if page is None:
         raise NotFoundError(f"Session {session_id} not found.")
 
-    messages = [message.model_dump() for message in session.messages]
+    messages = [
+        _strip_injected_context(message.model_dump()) for message in page.messages
+    ]
 
-    # Check if there's an active stream for this session
+    # Only check active stream on initial load (not on "load more" requests)
     active_stream_info = None
-    active_session, last_message_id = await stream_registry.get_active_session(
-        session_id, user_id
-    )
-    logger.info(
-        f"[GET_SESSION] session={session_id}, active_session={active_session is not None}, "
-        f"msg_count={len(messages)}, last_role={messages[-1].get('role') if messages else 'none'}"
-    )
-    if active_session:
-        # Keep the assistant message (including tool_calls) so the frontend can
-        # render the correct tool UI (e.g. CreateAgent with mini game).
-        # convertChatSessionToUiMessages handles isComplete=false by setting
-        # tool parts without output to state "input-available".
-        active_stream_info = ActiveStreamInfo(
-            turn_id=active_session.turn_id,
-            last_message_id=last_message_id,
+    if before_sequence is None:
+        active_session, last_message_id = await stream_registry.get_active_session(
+            session_id, user_id
+        )
+        if active_session:
+            active_stream_info = ActiveStreamInfo(
+                turn_id=active_session.turn_id,
+                last_message_id=last_message_id,
+                started_at=active_session.created_at.isoformat(),
+            )
+
+    # Skip session metadata on "load more" — frontend only needs messages
+    if before_sequence is not None:
+        return SessionDetailResponse(
+            id=page.session.session_id,
+            created_at=page.session.started_at.isoformat(),
+            updated_at=page.session.updated_at.isoformat(),
+            user_id=page.session.user_id or None,
+            messages=messages,
+            active_stream=None,
+            has_more_messages=page.has_more,
+            oldest_sequence=page.oldest_sequence,
+            total_prompt_tokens=0,
+            total_completion_tokens=0,
         )
 
-    # Sum token usage from session
-    total_prompt = sum(u.prompt_tokens for u in session.usage)
-    total_completion = sum(u.completion_tokens for u in session.usage)
+    total_prompt = sum(u.prompt_tokens for u in page.session.usage)
+    total_completion = sum(u.completion_tokens for u in page.session.usage)
 
     return SessionDetailResponse(
-        id=session.session_id,
-        created_at=session.started_at.isoformat(),
-        updated_at=session.updated_at.isoformat(),
-        user_id=session.user_id or None,
+        id=page.session.session_id,
+        created_at=page.session.started_at.isoformat(),
+        updated_at=page.session.updated_at.isoformat(),
+        user_id=page.session.user_id or None,
         messages=messages,
         active_stream=active_stream_info,
+        has_more_messages=page.has_more,
+        oldest_sequence=page.oldest_sequence,
         total_prompt_tokens=total_prompt,
         total_completion_tokens=total_completion,
-        metadata=session.metadata,
+        metadata=page.session.metadata,
     )
 
 
@@ -451,21 +593,27 @@ async def get_session(
 )
 async def get_copilot_usage(
     user_id: Annotated[str, Security(auth.get_user_id)],
-) -> CoPilotUsageStatus:
+) -> CoPilotUsagePublic:
     """Get CoPilot usage status for the authenticated user.
 
-    Returns current token usage vs limits for daily and weekly windows.
-    Global defaults sourced from LaunchDarkly (falling back to config).
+    Returns the percentage of the daily/weekly allowance used — not the
+    raw spend or cap — so clients cannot derive per-turn cost or platform
+    margins. Global defaults sourced from LaunchDarkly (falling back to
+    config). Includes the user's rate-limit tier.
     """
-    daily_limit, weekly_limit = await get_global_rate_limits(
-        user_id, config.daily_token_limit, config.weekly_token_limit
+    daily_limit, weekly_limit, tier = await get_global_rate_limits(
+        user_id,
+        config.daily_cost_limit_microdollars,
+        config.weekly_cost_limit_microdollars,
     )
-    return await get_usage_status(
+    status = await get_usage_status(
         user_id=user_id,
-        daily_token_limit=daily_limit,
-        weekly_token_limit=weekly_limit,
+        daily_cost_limit=daily_limit,
+        weekly_cost_limit=weekly_limit,
         rate_limit_reset_cost=config.rate_limit_reset_cost,
+        tier=tier,
     )
+    return CoPilotUsagePublic.from_status(status)
 
 
 class RateLimitResetResponse(BaseModel):
@@ -474,7 +622,9 @@ class RateLimitResetResponse(BaseModel):
     success: bool
     credits_charged: int = Field(description="Credits charged (in cents)")
     remaining_balance: int = Field(description="Credit balance after charge (in cents)")
-    usage: CoPilotUsageStatus = Field(description="Updated usage status after reset")
+    usage: CoPilotUsagePublic = Field(
+        description="Updated usage status after reset (percentages only)"
+    )
 
 
 @router.post(
@@ -498,7 +648,7 @@ async def reset_copilot_usage(
 ) -> RateLimitResetResponse:
     """Reset the daily CoPilot rate limit by spending credits.
 
-    Allows users who have hit their daily token limit to spend credits
+    Allows users who have hit their daily cost limit to spend credits
     to reset their daily usage counter and continue working.
     Returns 400 if the feature is disabled or the user is not over the limit.
     Returns 402 if the user has insufficient credits.
@@ -516,8 +666,10 @@ async def reset_copilot_usage(
             detail="Rate limit reset is not available (credit system is disabled).",
         )
 
-    daily_limit, weekly_limit = await get_global_rate_limits(
-        user_id, config.daily_token_limit, config.weekly_token_limit
+    daily_limit, weekly_limit, tier = await get_global_rate_limits(
+        user_id,
+        config.daily_cost_limit_microdollars,
+        config.weekly_cost_limit_microdollars,
     )
 
     if daily_limit <= 0:
@@ -550,10 +702,13 @@ async def reset_copilot_usage(
 
     try:
         # Verify the user is actually at or over their daily limit.
+        # (rate_limit_reset_cost intentionally omitted — this object is only
+        # used for limit checks, not returned to the client.)
         usage_status = await get_usage_status(
             user_id=user_id,
-            daily_token_limit=daily_limit,
-            weekly_token_limit=weekly_limit,
+            daily_cost_limit=daily_limit,
+            weekly_cost_limit=weekly_limit,
+            tier=tier,
         )
         if daily_limit > 0 and usage_status.daily.used < daily_limit:
             raise HTTPException(
@@ -587,7 +742,7 @@ async def reset_copilot_usage(
 
         # Reset daily usage in Redis.  If this fails, refund the credits
         # so the user is not charged for a service they did not receive.
-        if not await reset_daily_usage(user_id, daily_token_limit=daily_limit):
+        if not await reset_daily_usage(user_id, daily_cost_limit=daily_limit):
             # Compensate: refund the charged credits.
             refunded = False
             try:
@@ -623,19 +778,20 @@ async def reset_copilot_usage(
     finally:
         await release_reset_lock(user_id)
 
-    # Return updated usage status.
+    # Return updated usage status (public schema — percentages only).
     updated_usage = await get_usage_status(
         user_id=user_id,
-        daily_token_limit=daily_limit,
-        weekly_token_limit=weekly_limit,
+        daily_cost_limit=daily_limit,
+        weekly_cost_limit=weekly_limit,
         rate_limit_reset_cost=config.rate_limit_reset_cost,
+        tier=tier,
     )
 
     return RateLimitResetResponse(
         success=True,
         credits_charged=cost,
         remaining_balance=remaining,
-        usage=updated_usage,
+        usage=CoPilotUsagePublic.from_status(updated_usage),
     )
 
 
@@ -684,38 +840,81 @@ async def cancel_session_task(
     return CancelSessionResponse(cancelled=True)
 
 
+def _ui_message_stream_headers() -> dict[str, str]:
+    return {
+        "Cache-Control": "no-cache",
+        "Connection": "keep-alive",
+        "X-Accel-Buffering": "no",
+        "x-vercel-ai-ui-message-stream": "v1",
+    }
+
+
+def _empty_ui_message_stream_response() -> StreamingResponse:
+    # Stable placeholder messageId for the empty queued-mid-turn stream.
+    # Real turns generate per-message UUIDs via the executor; this stream
+    # has no message to attach to, but the AI SDK parser still requires a
+    # non-empty ``messageId`` field on ``StreamStart``.
+    message_id = uuid4().hex
+
+    async def event_generator() -> AsyncGenerator[str, None]:
+        # Vercel AI SDK's UI-message-stream parser expects symmetric
+        # start/finish framing at both stream and step level — every
+        # non-empty turn emits the pair.  Without an opener, today's parser
+        # tolerates the closer (no active parts to flush) but a future SDK
+        # tightening would silently break the queue-mid-turn UX.  Emit the
+        # full empty pair so the contract stays correct.
+        yield StreamStart(messageId=message_id).to_sse()
+        yield StreamStartStep().to_sse()
+        yield StreamFinishStep().to_sse()
+        yield StreamFinish().to_sse()
+        yield "data: [DONE]\n\n"
+
+    return StreamingResponse(
+        event_generator(),
+        media_type="text/event-stream",
+        headers=_ui_message_stream_headers(),
+    )
+
+
 @router.post(
     "/sessions/{session_id}/stream",
+    responses={
+        404: {"description": "Session not found or access denied"},
+        429: {"description": "Cost rate-limit or call-frequency cap exceeded"},
+    },
 )
 async def stream_chat_post(
     session_id: str,
     request: StreamChatRequest,
     user_id: str = Security(auth.get_user_id),
 ):
-    """
-    Stream chat responses for a session (POST with context support).
+    """Start a new turn and return an AI SDK UI message stream.
 
-    Streams the AI/completion responses in real time over Server-Sent Events (SSE), including:
-      - Text fragments as they are generated
-      - Tool call UI elements (if invoked)
-      - Tool execution results
+    Returns an SSE stream (``text/event-stream``) with Vercel AI SDK chunks
+    (text fragments, tool-call UI, tool results). The generation runs in a
+    background task that survives client disconnects; reconnect via
+    ``GET /sessions/{session_id}/stream`` to resume.
 
-    The AI generation runs in a background task that continues even if the client disconnects.
-    All chunks are written to a per-turn Redis stream for reconnection support. If the client
-    disconnects, they can reconnect using GET /sessions/{session_id}/stream to resume.
+    Follow-up messages typed while a turn is already running should use
+    ``POST /sessions/{session_id}/messages/pending``. If an older client still
+    posts that follow-up here, we queue it defensively but still return a valid
+    empty UI-message stream so AI SDK transports never receive a JSON body from
+    the stream endpoint.
 
     Args:
-        session_id: The chat session identifier to associate with the streamed messages.
-        request: Request body containing message, is_user_message, and optional context.
+        session_id: The chat session identifier.
+        request: Request body with message, is_user_message, and optional context.
         user_id: Authenticated user ID.
-    Returns:
-        StreamingResponse: SSE-formatted response chunks.
-
     """
     import asyncio
     import time
 
     stream_start_time = time.perf_counter()
+    # Wall-clock arrival time, propagated to the executor so the turn-start
+    # drain can order pending messages relative to this request (pending
+    # pushed BEFORE this instant were typed earlier; pending pushed AFTER
+    # are race-path follow-ups typed while /stream was still processing).
+    request_arrival_at = time.time()
     log_meta = {"component": "ChatStream", "session_id": session_id, "user_id": user_id}
 
     logger.info(
@@ -723,7 +922,31 @@ async def stream_chat_post(
         f"user={user_id}, message_len={len(request.message)}",
         extra={"json_fields": log_meta},
     )
-    await _validate_and_get_session(session_id, user_id)
+    session = await _validate_and_get_session(session_id, user_id)
+
+    if (
+        request.is_user_message
+        and request.message
+        and await is_turn_in_flight(session_id)
+    ):
+        try:
+            await queue_pending_for_http(
+                session_id=session_id,
+                user_id=user_id,
+                message=request.message,
+                context=request.context,
+                file_ids=request.file_ids,
+            )
+            return _empty_ui_message_stream_response()
+        except HTTPException as exc:
+            if exc.status_code != 409:
+                raise
+
+    # Permission resolution is only needed below for the actual turn — keep
+    # it after the queue-fall-through so a queued mid-turn request returns
+    # without paying the work.
+    builder_permissions = resolve_session_permissions(session)
+
     logger.info(
         f"[TIMING] session validated in {(time.perf_counter() - stream_start_time) * 1000:.1f}ms",
         extra={
@@ -734,18 +957,20 @@ async def stream_chat_post(
         },
     )
 
-    # Pre-turn rate limit check (token-based).
+    # Pre-turn rate limit check (cost-based, microdollars).
     # check_rate_limit short-circuits internally when both limits are 0.
     # Global defaults sourced from LaunchDarkly, falling back to config.
     if user_id:
         try:
-            daily_limit, weekly_limit = await get_global_rate_limits(
-                user_id, config.daily_token_limit, config.weekly_token_limit
+            daily_limit, weekly_limit, _ = await get_global_rate_limits(
+                user_id,
+                config.daily_cost_limit_microdollars,
+                config.weekly_cost_limit_microdollars,
             )
             await check_rate_limit(
                 user_id=user_id,
-                daily_token_limit=daily_limit,
-                weekly_token_limit=weekly_limit,
+                daily_cost_limit=daily_limit,
+                weekly_cost_limit=weekly_limit,
             )
         except RateLimitExceeded as e:
             raise HTTPException(status_code=429, detail=str(e)) from e
@@ -754,87 +979,75 @@ async def stream_chat_post(
     # Also sanitise file_ids so only validated, workspace-scoped IDs are
     # forwarded downstream (e.g. to the executor via enqueue_copilot_turn).
     sanitized_file_ids: list[str] | None = None
-    if request.file_ids and user_id:
-        # Filter to valid UUIDs only to prevent DB abuse
-        valid_ids = [fid for fid in request.file_ids if _UUID_RE.match(fid)]
-
-        if valid_ids:
-            workspace = await get_or_create_workspace(user_id)
-            # Batch query instead of N+1
-            files = await UserWorkspaceFile.prisma().find_many(
-                where={
-                    "id": {"in": valid_ids},
-                    "workspaceId": workspace.id,
-                    "isDeleted": False,
-                }
-            )
-            # Only keep IDs that actually exist in the user's workspace
-            sanitized_file_ids = [wf.id for wf in files] or None
-            file_lines: list[str] = [
-                f"- {wf.name} ({wf.mimeType}, {round(wf.sizeBytes / 1024, 1)} KB), file_id={wf.id}"
-                for wf in files
-            ]
-            if file_lines:
-                files_block = (
-                    "\n\n[Attached files]\n"
-                    + "\n".join(file_lines)
-                    + "\nUse read_workspace_file with the file_id to access file contents."
-                )
-                request.message += files_block
+    if request.file_ids:
+        files = await resolve_workspace_files(user_id, request.file_ids)
+        sanitized_file_ids = [wf.id for wf in files] or None
+        request.message += build_files_block(files)
 
     # Atomically append user message to session BEFORE creating task to avoid
     # race condition where GET_SESSION sees task as "running" but message isn't
-    # saved yet.  append_and_save_message re-fetches inside a lock to prevent
-    # message loss from concurrent requests.
+    # saved yet.  append_and_save_message returns None when a duplicate is
+    # detected — in that case skip enqueue to avoid processing the message twice.
+    is_duplicate_message = False
     if request.message:
         message = ChatMessage(
             role="user" if request.is_user_message else "assistant",
             content=request.message,
         )
-        if request.is_user_message:
+        logger.info(f"[STREAM] Saving user message to session {session_id}")
+        is_duplicate_message = (
+            await append_and_save_message(session_id, message)
+        ) is None
+        logger.info(f"[STREAM] User message saved for session {session_id}")
+        if not is_duplicate_message and request.is_user_message:
             track_user_message(
                 user_id=user_id,
                 session_id=session_id,
                 message_length=len(request.message),
             )
-        logger.info(f"[STREAM] Saving user message to session {session_id}")
-        await append_and_save_message(session_id, message)
-        logger.info(f"[STREAM] User message saved for session {session_id}")
 
-    # Create a task in the stream registry for reconnection support
-    turn_id = str(uuid4())
-    log_meta["turn_id"] = turn_id
-
-    session_create_start = time.perf_counter()
-    await stream_registry.create_session(
-        session_id=session_id,
-        user_id=user_id,
-        tool_call_id="chat_stream",
-        tool_name="chat",
-        turn_id=turn_id,
-    )
-    logger.info(
-        f"[TIMING] create_session completed in {(time.perf_counter() - session_create_start) * 1000:.1f}ms",
-        extra={
-            "json_fields": {
-                **log_meta,
-                "duration_ms": (time.perf_counter() - session_create_start) * 1000,
-            }
-        },
-    )
-
-    # Per-turn stream is always fresh (unique turn_id), subscribe from beginning
-    subscribe_from_id = "0-0"
-
-    await enqueue_copilot_turn(
-        session_id=session_id,
-        user_id=user_id,
-        message=request.message,
-        turn_id=turn_id,
-        is_user_message=request.is_user_message,
-        context=request.context,
-        file_ids=sanitized_file_ids,
-    )
+    # Create a task in the stream registry for reconnection support.
+    # For duplicate messages, skip create_session entirely so the infra-retry
+    # client subscribes to the *existing* turn's Redis stream and receives the
+    # in-progress executor output rather than an empty stream.
+    turn_id = ""
+    if not is_duplicate_message:
+        turn_id = str(uuid4())
+        log_meta["turn_id"] = turn_id
+        session_create_start = time.perf_counter()
+        await stream_registry.create_session(
+            session_id=session_id,
+            user_id=user_id,
+            tool_call_id="chat_stream",
+            tool_name="chat",
+            turn_id=turn_id,
+        )
+        logger.info(
+            f"[TIMING] create_session completed in {(time.perf_counter() - session_create_start) * 1000:.1f}ms",
+            extra={
+                "json_fields": {
+                    **log_meta,
+                    "duration_ms": (time.perf_counter() - session_create_start) * 1000,
+                }
+            },
+        )
+        await enqueue_copilot_turn(
+            session_id=session_id,
+            user_id=user_id,
+            message=request.message,
+            turn_id=turn_id,
+            is_user_message=request.is_user_message,
+            context=request.context,
+            file_ids=sanitized_file_ids,
+            mode=request.mode,
+            model=request.model,
+            permissions=builder_permissions,
+            request_arrival_at=request_arrival_at,
+        )
+    else:
+        logger.info(
+            f"[STREAM] Duplicate message detected for session {session_id}, skipping enqueue"
+        )
 
     setup_time = (time.perf_counter() - stream_start_time) * 1000
     logger.info(
@@ -842,6 +1055,9 @@ async def stream_chat_post(
         extra={"json_fields": {**log_meta, "setup_time_ms": setup_time}},
     )
 
+    # Per-turn stream is always fresh (unique turn_id), subscribe from beginning
+    subscribe_from_id = "0-0"
+
     # SSE endpoint that subscribes to the task's stream
     async def event_generator() -> AsyncGenerator[str, None]:
         import time as time_module
@@ -866,7 +1082,6 @@ async def stream_chat_post(
 
             if subscriber_queue is None:
                 yield StreamFinish().to_sse()
-                yield "data: [DONE]\n\n"
                 return
 
             # Read from the subscriber queue and yield to SSE
@@ -896,7 +1111,6 @@ async def stream_chat_post(
 
                     yield chunk.to_sse()
 
-                    # Check for finish signal
                     if isinstance(chunk, StreamFinish):
                         total_time = time_module.perf_counter() - event_gen_start
                         logger.info(
@@ -911,6 +1125,7 @@ async def stream_chat_post(
                             },
                         )
                         break
+
                 except asyncio.TimeoutError:
                     yield StreamHeartbeat().to_sse()
 
@@ -925,7 +1140,6 @@ async def stream_chat_post(
                     }
                 },
             )
-            pass  # Client disconnected - background task continues
         except Exception as e:
             elapsed = (time_module.perf_counter() - event_gen_start) * 1000
             logger.error(
@@ -970,12 +1184,62 @@ async def stream_chat_post(
     return StreamingResponse(
         event_generator(),
         media_type="text/event-stream",
-        headers={
-            "Cache-Control": "no-cache",
-            "Connection": "keep-alive",
-            "X-Accel-Buffering": "no",  # Disable nginx buffering
-            "x-vercel-ai-ui-message-stream": "v1",  # AI SDK protocol header
-        },
+        headers=_ui_message_stream_headers(),
+    )
+
+
+@router.post(
+    "/sessions/{session_id}/messages/pending",
+    response_model=QueuePendingMessageResponse,
+    responses={
+        404: {"description": "Session not found or access denied"},
+        409: {"description": "Session has no active turn to receive pending messages"},
+        429: {"description": "Call-frequency cap exceeded"},
+    },
+)
+async def queue_pending_message(
+    session_id: str,
+    request: QueuePendingMessageRequest,
+    user_id: str = Security(auth.get_user_id),
+):
+    """Queue a follow-up message while the session has an active turn."""
+    await _validate_and_get_session(session_id, user_id)
+    if not await is_turn_in_flight(session_id):
+        raise HTTPException(
+            status_code=409,
+            detail="Session has no active turn. Start a new turn with POST /stream.",
+        )
+    return await queue_pending_for_http(
+        session_id=session_id,
+        user_id=user_id,
+        message=request.message,
+        context=request.context,
+        file_ids=request.file_ids,
+    )
+
+
+@router.get(
+    "/sessions/{session_id}/messages/pending",
+    response_model=PeekPendingMessagesResponse,
+    responses={
+        404: {"description": "Session not found or access denied"},
+    },
+)
+async def get_pending_messages(
+    session_id: str,
+    user_id: str = Security(auth.get_user_id),
+):
+    """Peek at the pending-message buffer without consuming it.
+
+    Returns the current contents of the session's pending message buffer
+    so the frontend can restore the queued-message indicator after a page
+    refresh and clear it correctly once a turn drains the buffer.
+    """
+    await _validate_and_get_session(session_id, user_id)
+    pending = await peek_pending_messages(session_id)
+    return PeekPendingMessagesResponse(
+        messages=[m.content for m in pending],
+        count=len(pending),
     )
 
 
@@ -984,6 +1248,7 @@ async def stream_chat_post(
 )
 async def resume_session_stream(
     session_id: str,
+    last_chunk_id: str | None = Query(default=None, include_in_schema=False),
     user_id: str = Security(auth.get_user_id),
 ):
     """
@@ -993,27 +1258,26 @@ async def resume_session_stream(
     Checks for an active (in-progress) task on the session and either replays
     the full SSE stream or returns 204 No Content if nothing is running.
 
-    Args:
-        session_id: The chat session identifier.
-        user_id: Optional authenticated user ID.
-
-    Returns:
-        StreamingResponse (SSE) when an active stream exists,
-        or 204 No Content when there is nothing to resume.
+    Always replays the active turn from ``0-0``. The AI SDK UI-message parser
+    keeps text/reasoning part state inside a single parser instance; resuming
+    from a Redis cursor can skip the ``*-start`` events required by later
+    ``*-delta`` chunks.
     """
     import asyncio
 
-    active_session, last_message_id = await stream_registry.get_active_session(
+    active_session, _latest_backend_id = await stream_registry.get_active_session(
         session_id, user_id
     )
 
     if not active_session:
         return Response(status_code=204)
 
-    # Always replay from the beginning ("0-0") on resume.
-    # We can't use last_message_id because it's the latest ID in the backend
-    # stream, not the latest the frontend received — the gap causes lost
-    # messages. The frontend deduplicates replayed content.
+    if last_chunk_id:
+        logger.info(
+            "Ignoring deprecated last_chunk_id on stream resume",
+            extra={"session_id": session_id, "last_chunk_id": last_chunk_id},
+        )
+
     subscriber_queue = await stream_registry.subscribe_to_session(
         session_id=session_id,
         user_id=user_id,
@@ -1074,12 +1338,7 @@ async def resume_session_stream(
     return StreamingResponse(
         event_generator(),
         media_type="text/event-stream",
-        headers={
-            "Cache-Control": "no-cache",
-            "Connection": "keep-alive",
-            "X-Accel-Buffering": "no",
-            "x-vercel-ai-ui-message-stream": "v1",
-        },
+        headers=_ui_message_stream_headers(),
     )
 
 
@@ -1231,6 +1490,11 @@ ToolResponseUnion = (
     | DocPageResponse
     | MCPToolsDiscoveredResponse
     | MCPToolOutputResponse
+    | MemoryStoreResponse
+    | MemorySearchResponse
+    | MemoryForgetCandidatesResponse
+    | MemoryForgetConfirmResponse
+    | TodoWriteResponse
 )
 
 

autogpt_platform/backend/backend/api/features/integrations/models.py

@@ -7,6 +7,7 @@ allowing frontend code generators like Orval to create corresponding TypeScript
 
 from pydantic import BaseModel, Field
 
+from backend.data.model import CredentialsType
 from backend.integrations.providers import ProviderName
 from backend.sdk.registry import AutoRegistry
 
@@ -47,6 +48,57 @@ class ProviderNamesResponse(BaseModel):
     )
 
 
+class ProviderMetadata(BaseModel):
+    """Display metadata for a provider, shown in the settings integrations UI."""
+
+    name: str = Field(description="Provider slug (e.g. ``github``)")
+    description: str | None = Field(
+        default=None,
+        description=(
+            "One-line human-readable summary of what the provider does. "
+            "Declared via ``ProviderBuilder.with_description(...)`` in the "
+            "provider's ``_config.py``. ``None`` if not set."
+        ),
+    )
+    supported_auth_types: list[CredentialsType] = Field(
+        default_factory=list,
+        description=(
+            "Credential types this provider accepts. Drives which connection "
+            "tabs the settings UI renders for the provider. Empty list means "
+            "no auth types declared."
+        ),
+    )
+
+
+def get_supported_auth_types(name: str) -> list[CredentialsType]:
+    """Return the provider's supported credential types from :class:`AutoRegistry`.
+
+    Populated by :meth:`ProviderBuilder.with_supported_auth_types` (or by
+    ``with_oauth`` / ``with_api_key`` / ``with_user_password`` when the provider
+    uses the full builder chain). Returns an empty list for providers with no
+    auth types declared.
+    """
+    provider = AutoRegistry.get_provider(name)
+    if provider is None:
+        return []
+    return sorted(provider.supported_auth_types)
+
+
+def get_provider_description(name: str) -> str | None:
+    """Return the provider's description from :class:`AutoRegistry`.
+
+    Descriptions are declared via ``ProviderBuilder.with_description(...)`` in
+    the provider's ``_config.py`` (SDK path) or in
+    ``blocks/_static_provider_configs.py`` (for providers that don't yet have
+    their own directory). Returns ``None`` for providers with no registered
+    description.
+    """
+    provider = AutoRegistry.get_provider(name)
+    if provider is None:
+        return None
+    return provider.description
+
+
 class ProviderConstants(BaseModel):
     """
     Model that exposes all provider names as a constant in the OpenAPI schema.

autogpt_platform/backend/backend/api/features/integrations/router.py

@@ -14,7 +14,7 @@ from fastapi import (
     Security,
     status,
 )
-from pydantic import BaseModel, Field, SecretStr, model_validator
+from pydantic import BaseModel, Field, model_validator
 from starlette.status import HTTP_500_INTERNAL_SERVER_ERROR, HTTP_502_BAD_GATEWAY
 
 from backend.api.features.library.db import set_preset_webhook, update_preset
@@ -29,15 +29,14 @@ from backend.data.integrations import (
     wait_for_webhook_event,
 )
 from backend.data.model import (
+    APIKeyCredentials,
     Credentials,
     CredentialsType,
     HostScopedCredentials,
     OAuth2Credentials,
-    UserIntegrations,
     is_sdk_default,
 )
 from backend.data.onboarding import OnboardingStep, complete_onboarding_step
-from backend.data.user import get_user_integrations
 from backend.executor.utils import add_graph_execution
 from backend.integrations.ayrshare import AyrshareClient, SocialPlatform
 from backend.integrations.credentials_store import (
@@ -48,7 +47,14 @@ from backend.integrations.creds_manager import (
     IntegrationCredentialsManager,
     create_mcp_oauth_handler,
 )
-from backend.integrations.managed_credentials import ensure_managed_credentials
+from backend.integrations.managed_credentials import (
+    ensure_managed_credential,
+    ensure_managed_credentials,
+)
+from backend.integrations.managed_providers.ayrshare import AyrshareManagedProvider
+from backend.integrations.managed_providers.ayrshare import (
+    settings_available as ayrshare_settings_available,
+)
 from backend.integrations.oauth import CREDENTIALS_BY_PROVIDER, HANDLERS_BY_NAME
 from backend.integrations.providers import ProviderName
 from backend.integrations.webhooks import get_webhook_manager
@@ -60,7 +66,14 @@ from backend.util.exceptions import (
 )
 from backend.util.settings import Settings
 
-from .models import ProviderConstants, ProviderNamesResponse, get_all_provider_names
+from .models import (
+    ProviderConstants,
+    ProviderMetadata,
+    ProviderNamesResponse,
+    get_all_provider_names,
+    get_provider_description,
+    get_supported_auth_types,
+)
 
 if TYPE_CHECKING:
     from backend.integrations.oauth import BaseOAuthHandler
@@ -87,14 +100,23 @@ async def login(
     scopes: Annotated[
         str, Query(title="Comma-separated list of authorization scopes")
     ] = "",
+    credential_id: Annotated[
+        str | None,
+        Query(title="ID of existing credential to upgrade scopes for"),
+    ] = None,
 ) -> LoginResponse:
     handler = _get_provider_oauth_handler(request, provider)
 
     requested_scopes = scopes.split(",") if scopes else []
 
+    if credential_id:
+        requested_scopes = await _prepare_scope_upgrade(
+            user_id, provider, credential_id, requested_scopes
+        )
+
     # Generate and store a secure random state token along with the scopes
     state_token, code_challenge = await creds_manager.store.store_state_token(
-        user_id, provider, requested_scopes
+        user_id, provider, requested_scopes, credential_id=credential_id
     )
     login_url = handler.get_login_url(
         requested_scopes, state_token, code_challenge=code_challenge
@@ -216,7 +238,9 @@ async def callback(
         )
 
     # TODO: Allow specifying `title` to set on `credentials`
-    await creds_manager.create(user_id, credentials)
+    credentials = await _merge_or_create_credential(
+        user_id, provider, credentials, valid_state.credential_id
+    )
 
     logger.debug(
         f"Successfully processed OAuth callback for user {user_id} "
@@ -226,13 +250,38 @@ async def callback(
     return to_meta_response(credentials)
 
 
+# Bound the first-time sweep so a slow upstream (e.g. Ayrshare) can't hang
+# the credential-list endpoint.  On timeout we still kick off a fire-and-
+# forget sweep so provisioning eventually completes; the user just won't
+# see the managed cred until the next refresh.
+_MANAGED_PROVISION_TIMEOUT_S = 10.0
+
+
+async def _ensure_managed_credentials_bounded(user_id: str) -> None:
+    try:
+        await asyncio.wait_for(
+            ensure_managed_credentials(user_id, creds_manager.store),
+            timeout=_MANAGED_PROVISION_TIMEOUT_S,
+        )
+    except asyncio.TimeoutError:
+        logger.warning(
+            "Managed credential sweep exceeded %.1fs for user=%s; "
+            "continuing without it — provisioning will complete in background",
+            _MANAGED_PROVISION_TIMEOUT_S,
+            user_id,
+        )
+        asyncio.create_task(ensure_managed_credentials(user_id, creds_manager.store))
+
+
 @router.get("/credentials", summary="List Credentials")
 async def list_credentials(
     user_id: Annotated[str, Security(get_user_id)],
 ) -> list[CredentialsMetaResponse]:
-    # Fire-and-forget: provision missing managed credentials in the background.
-    # The credential appears on the next page load; listing is never blocked.
-    asyncio.create_task(ensure_managed_credentials(user_id, creds_manager.store))
+    # Block on provisioning so managed credentials appear on the first load
+    # instead of after a refresh, but with a timeout so a slow upstream
+    # can't hang the endpoint.  `_provisioned_users` short-circuits on
+    # repeat calls.
+    await _ensure_managed_credentials_bounded(user_id)
     credentials = await creds_manager.store.get_all_creds(user_id)
 
     return [
@@ -247,7 +296,7 @@ async def list_credentials_by_provider(
     ],
     user_id: Annotated[str, Security(get_user_id)],
 ) -> list[CredentialsMetaResponse]:
-    asyncio.create_task(ensure_managed_credentials(user_id, creds_manager.store))
+    await _ensure_managed_credentials_bounded(user_id)
     credentials = await creds_manager.store.get_creds_by_provider(user_id, provider)
 
     return [
@@ -281,6 +330,115 @@ async def get_credential(
     return to_meta_response(credential)
 
 
+class PickerTokenResponse(BaseModel):
+    """Short-lived OAuth access token shipped to the browser for rendering a
+    provider-hosted picker UI (e.g. Google Drive Picker). Deliberately narrow:
+    only the fields the client needs to initialize the picker widget. Issued
+    from the user's own stored credential so ownership and scope gating are
+    enforced by the credential lookup."""
+
+    access_token: str = Field(
+        description="OAuth access token suitable for the picker SDK call."
+    )
+    access_token_expires_at: int | None = Field(
+        default=None,
+        description="Unix timestamp at which the access token expires, if known.",
+    )
+
+
+# Allowlist of (provider, scopes) tuples that may mint picker tokens. Only
+# Drive-picker-capable scopes qualify so a caller can't use this endpoint to
+# extract a GitHub / other-provider OAuth token for unrelated purposes. If a
+# future provider integrates a hosted picker that needs a raw access token,
+# add its specific picker-relevant scopes here.
+_PICKER_TOKEN_ALLOWED_SCOPES: dict[ProviderName, frozenset[str]] = {
+    ProviderName.GOOGLE: frozenset(
+        [
+            "https://www.googleapis.com/auth/drive.file",
+            "https://www.googleapis.com/auth/drive.readonly",
+            "https://www.googleapis.com/auth/drive",
+        ]
+    ),
+}
+
+
+@router.post(
+    "/{provider}/credentials/{cred_id}/picker-token",
+    summary="Issue a short-lived access token for a provider-hosted picker",
+    operation_id="postV1GetPickerToken",
+)
+async def get_picker_token(
+    provider: Annotated[
+        ProviderName, Path(title="The provider that owns the credentials")
+    ],
+    cred_id: Annotated[
+        str, Path(title="The ID of the OAuth2 credentials to mint a token from")
+    ],
+    user_id: Annotated[str, Security(get_user_id)],
+) -> PickerTokenResponse:
+    """Return the raw access token for an OAuth2 credential so the frontend
+    can initialize a provider-hosted picker (e.g. Google Drive Picker).
+
+    `GET /{provider}/credentials/{cred_id}` deliberately strips secrets (see
+    `CredentialsMetaResponse` + `TestGetCredentialReturnsMetaOnly` in
+    `router_test.py`). That hardening broke the Drive picker, which needs the
+    raw access token to call `google.picker.Builder.setOAuthToken(...)`. This
+    endpoint carves a narrow, explicit hole: the caller must own the
+    credential, it must be OAuth2, and the endpoint returns only the access
+    token + its expiry — nothing else about the credential. SDK-default
+    credentials are excluded for the same reason as `get_credential`.
+    """
+    if is_sdk_default(cred_id):
+        raise HTTPException(
+            status_code=status.HTTP_404_NOT_FOUND, detail="Credentials not found"
+        )
+
+    credential = await creds_manager.get(user_id, cred_id)
+    if not credential:
+        raise HTTPException(
+            status_code=status.HTTP_404_NOT_FOUND, detail="Credentials not found"
+        )
+    if not provider_matches(credential.provider, provider):
+        raise HTTPException(
+            status_code=status.HTTP_404_NOT_FOUND, detail="Credentials not found"
+        )
+    if not isinstance(credential, OAuth2Credentials):
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="Picker tokens are only available for OAuth2 credentials",
+        )
+    if not credential.access_token:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="Credential has no access token; reconnect the account",
+        )
+
+    # Gate on provider+scope: only credentials that actually grant access to
+    # a provider-hosted picker flow may mint a token through this endpoint.
+    # Prevents using this path to extract bearer tokens for unrelated OAuth
+    # integrations (e.g. GitHub) that happen to be stored under the same user.
+    allowed_scopes = _PICKER_TOKEN_ALLOWED_SCOPES.get(provider)
+    if not allowed_scopes:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=(f"Picker tokens are not available for provider '{provider.value}'"),
+        )
+    cred_scopes = set(credential.scopes or [])
+    if cred_scopes.isdisjoint(allowed_scopes):
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=(
+                "Credential does not grant any scope eligible for the picker. "
+                "Reconnect with the appropriate scope."
+            ),
+        )
+
+    return PickerTokenResponse(
+        access_token=credential.access_token.get_secret_value(),
+        access_token_expires_at=credential.access_token_expires_at,
+    )
+
+
 @router.post("/{provider}/credentials", status_code=201, summary="Create Credentials")
 async def create_credentials(
     user_id: Annotated[str, Security(get_user_id)],
@@ -574,6 +732,186 @@ async def _execute_webhook_preset_trigger(
         # Continue processing - webhook should be resilient to individual failures
 
 
+# -------------------- INCREMENTAL AUTH HELPERS -------------------- #
+
+
+async def _prepare_scope_upgrade(
+    user_id: str,
+    provider: ProviderName,
+    credential_id: str,
+    requested_scopes: list[str],
+) -> list[str]:
+    """Validate an existing credential for scope upgrade and compute scopes.
+
+    For providers without native incremental auth (e.g. GitHub), returns the
+    union of existing + requested scopes.  For providers that handle merging
+    server-side (e.g. Google with ``include_granted_scopes``), returns the
+    requested scopes unchanged.
+
+    Raises HTTPException on validation failure.
+    """
+    # Platform-owned system credentials must never be upgraded — scope
+    # changes here would leak across every user that shares them.
+    if is_system_credential(credential_id):
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="System credentials cannot be upgraded",
+        )
+
+    existing = await creds_manager.store.get_creds_by_id(user_id, credential_id)
+    if not existing:
+        raise HTTPException(
+            status_code=status.HTTP_404_NOT_FOUND,
+            detail="Credential to upgrade not found",
+        )
+    if not isinstance(existing, OAuth2Credentials):
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="Only OAuth2 credentials can be upgraded",
+        )
+    if not provider_matches(existing.provider, provider.value):
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="Credential provider does not match the requested provider",
+        )
+    if existing.is_managed:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="Managed credentials cannot be upgraded",
+        )
+
+    # Google handles scope merging via include_granted_scopes; others need
+    # the union of existing + new scopes in the login URL.
+    if provider != ProviderName.GOOGLE:
+        requested_scopes = list(set(requested_scopes) | set(existing.scopes))
+
+    return requested_scopes
+
+
+async def _merge_or_create_credential(
+    user_id: str,
+    provider: ProviderName,
+    credentials: OAuth2Credentials,
+    credential_id: str | None,
+) -> OAuth2Credentials:
+    """Either upgrade an existing credential or create a new one.
+
+    When *credential_id* is set (explicit upgrade), merges scopes and updates
+    the existing credential.  Otherwise, checks for an implicit merge (same
+    provider + username) before falling back to creating a new credential.
+    """
+    if credential_id:
+        return await _upgrade_existing_credential(user_id, credential_id, credentials)
+
+    # Implicit merge: check for existing credential with same provider+username.
+    # Skip managed/system credentials and require a non-None username on both
+    # sides so we never accidentally merge unrelated credentials.
+    if credentials.username is None:
+        await creds_manager.create(user_id, credentials)
+        return credentials
+
+    existing_creds = await creds_manager.store.get_creds_by_provider(user_id, provider)
+    matching = next(
+        (
+            c
+            for c in existing_creds
+            if isinstance(c, OAuth2Credentials)
+            and not c.is_managed
+            and not is_system_credential(c.id)
+            and c.username is not None
+            and c.username == credentials.username
+        ),
+        None,
+    )
+    if matching:
+        # Only merge into the existing credential when the new token
+        # already covers every scope we're about to advertise on it.
+        # Without this guard we'd overwrite ``matching.access_token`` with
+        # a narrower token while storing a wider ``scopes`` list — the
+        # record would claim authorizations the token does not grant, and
+        # blocks using the lost scopes would fail with opaque 401/403s
+        # until the user hits re-auth.  On a narrowing login, keep the
+        # two credentials separate instead.
+        if set(credentials.scopes).issuperset(set(matching.scopes)):
+            return await _upgrade_existing_credential(user_id, matching.id, credentials)
+
+    await creds_manager.create(user_id, credentials)
+    return credentials
+
+
+async def _upgrade_existing_credential(
+    user_id: str,
+    existing_cred_id: str,
+    new_credentials: OAuth2Credentials,
+) -> OAuth2Credentials:
+    """Merge scopes from *new_credentials* into an existing credential."""
+    # Defense-in-depth: re-check system and provider invariants right before
+    # the write.  The login-time check in `_prepare_scope_upgrade` can go stale
+    # by the time the callback runs, and the implicit-merge path bypasses
+    # login-time validation entirely, so every write-path must enforce these
+    # on its own.
+    if is_system_credential(existing_cred_id):
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="System credentials cannot be upgraded",
+        )
+    existing = await creds_manager.store.get_creds_by_id(user_id, existing_cred_id)
+    if not existing or not isinstance(existing, OAuth2Credentials):
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="Credential to upgrade not found",
+        )
+    if existing.is_managed:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="Managed credentials cannot be upgraded",
+        )
+    if not provider_matches(existing.provider, new_credentials.provider):
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="Credential provider does not match the requested provider",
+        )
+
+    if (
+        existing.username
+        and new_credentials.username
+        and existing.username != new_credentials.username
+    ):
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="Username mismatch: authenticated as a different user",
+        )
+
+    # Operate on a copy so the caller's ``new_credentials`` object is not
+    # mutated out from under them.  Every caller today immediately discards
+    # or replaces its reference, but the implicit-merge path in
+    # ``_merge_or_create_credential`` reads ``credentials.scopes`` before
+    # calling into us — a future reader after the call would otherwise
+    # silently see the overwritten values.
+    merged = new_credentials.model_copy(deep=True)
+    merged.id = existing.id
+    merged.title = existing.title
+    merged.scopes = list(set(existing.scopes) | set(new_credentials.scopes))
+    merged.metadata = {
+        **(existing.metadata or {}),
+        **(new_credentials.metadata or {}),
+    }
+    # Preserve the existing refresh_token and username if the incremental
+    # response doesn't carry them.  Providers like Google only return a
+    # refresh_token on first authorization — dropping it here would orphan
+    # the credential on the next access-token expiry, forcing the user to
+    # re-auth from scratch. Username is similarly sticky: if we've already
+    # resolved it for this credential, keep it rather than silently
+    # blanking it on an incremental upgrade.
+    if not merged.refresh_token and existing.refresh_token:
+        merged.refresh_token = existing.refresh_token
+        merged.refresh_token_expires_at = existing.refresh_token_expires_at
+    if not merged.username and existing.username:
+        merged.username = existing.username
+    await creds_manager.update(user_id, merged)
+    return merged
+
+
 # --------------------------- UTILITIES ---------------------------- #
 
 
@@ -784,12 +1122,21 @@ def _get_provider_oauth_handler(
 async def get_ayrshare_sso_url(
     user_id: Annotated[str, Security(get_user_id)],
 ) -> AyrshareSSOResponse:
-    """
-    Generate an SSO URL for Ayrshare social media integration.
+    """Generate a JWT SSO URL so the user can link their social accounts.
 
-    Returns:
-        dict: Contains the SSO URL for Ayrshare integration
+    The per-user Ayrshare profile key is provisioned and persisted as a
+    standard ``is_managed=True`` credential by
+    :class:`~backend.integrations.managed_providers.ayrshare.AyrshareManagedProvider`.
+    This endpoint only signs a short-lived JWT pointing at the Ayrshare-
+    hosted social-linking page; all profile lifecycle logic lives with the
+    managed provider.
     """
+    if not ayrshare_settings_available():
+        raise HTTPException(
+            status_code=HTTP_500_INTERNAL_SERVER_ERROR,
+            detail="Ayrshare integration is not configured",
+        )
+
     try:
         client = AyrshareClient()
     except MissingConfigError:
@@ -798,66 +1145,63 @@ async def get_ayrshare_sso_url(
             detail="Ayrshare integration is not configured",
         )
 
-    # Ayrshare profile key is stored in the credentials store
-    # It is generated when creating a new profile, if there is no profile key,
-    # we create a new profile and store the profile key in the credentials store
-
-    user_integrations: UserIntegrations = await get_user_integrations(user_id)
-    profile_key = user_integrations.managed_credentials.ayrshare_profile_key
-
-    if not profile_key:
-        logger.debug(f"Creating new Ayrshare profile for user {user_id}")
-        try:
-            profile = await client.create_profile(
-                title=f"User {user_id}", messaging_active=True
-            )
-            profile_key = profile.profileKey
-            await creds_manager.store.set_ayrshare_profile_key(user_id, profile_key)
-        except Exception as e:
-            logger.error(f"Error creating Ayrshare profile for user {user_id}: {e}")
-            raise HTTPException(
-                status_code=HTTP_502_BAD_GATEWAY,
-                detail="Failed to create Ayrshare profile",
-            )
-    else:
-        logger.debug(f"Using existing Ayrshare profile for user {user_id}")
-
-    profile_key_str = (
-        profile_key.get_secret_value()
-        if isinstance(profile_key, SecretStr)
-        else str(profile_key)
+    # On-demand provisioning: AyrshareManagedProvider opts out of the
+    # credentials sweep (profile quota is per-user subscription-bound).  This
+    # endpoint is the only trigger that provisions a profile — one Ayrshare
+    # profile per user who actually opens the connect flow, not one per
+    # every authenticated user.
+    provisioned = await ensure_managed_credential(
+        user_id, creds_manager.store, AyrshareManagedProvider()
     )
+    if not provisioned:
+        raise HTTPException(
+            status_code=HTTP_502_BAD_GATEWAY,
+            detail="Failed to provision Ayrshare profile",
+        )
+
+    ayrshare_creds = [
+        c
+        for c in await creds_manager.store.get_creds_by_provider(user_id, "ayrshare")
+        if c.is_managed and isinstance(c, APIKeyCredentials)
+    ]
+    if not ayrshare_creds:
+        logger.error(
+            "Ayrshare credential provisioning did not produce a credential "
+            "for user %s",
+            user_id,
+        )
+        raise HTTPException(
+            status_code=HTTP_502_BAD_GATEWAY,
+            detail="Failed to provision Ayrshare profile",
+        )
+    profile_key_str = ayrshare_creds[0].api_key.get_secret_value()
 
     private_key = settings.secrets.ayrshare_jwt_key
-    # Ayrshare JWT expiry is 2880 minutes (48 hours)
+    # Ayrshare JWT max lifetime is 2880 minutes (48 h).
     max_expiry_minutes = 2880
     try:
-        logger.debug(f"Generating Ayrshare JWT for user {user_id}")
         jwt_response = await client.generate_jwt(
             private_key=private_key,
             profile_key=profile_key_str,
+            # `allowed_social` is the set of networks the Ayrshare-hosted
+            # social-linking page will *offer* the user to connect.  Blocks
+            # exist for more platforms than are listed here; the list is
+            # deliberately narrower so the rollout can verify each network
+            # end-to-end before widening the user-visible surface.  Keep
+            # in sync with tested platforms — extend as each is verified
+            # against the block + Ayrshare's network-specific quirks.
             allowed_social=[
-                # NOTE: We are enabling platforms one at a time
-                # to speed up the development process
-                # SocialPlatform.FACEBOOK,
                 SocialPlatform.TWITTER,
                 SocialPlatform.LINKEDIN,
                 SocialPlatform.INSTAGRAM,
                 SocialPlatform.YOUTUBE,
-                # SocialPlatform.REDDIT,
-                # SocialPlatform.TELEGRAM,
-                # SocialPlatform.GOOGLE_MY_BUSINESS,
-                # SocialPlatform.PINTEREST,
                 SocialPlatform.TIKTOK,
-                # SocialPlatform.BLUESKY,
-                # SocialPlatform.SNAPCHAT,
-                # SocialPlatform.THREADS,
             ],
             expires_in=max_expiry_minutes,
             verify=True,
         )
-    except Exception as e:
-        logger.error(f"Error generating Ayrshare JWT for user {user_id}: {e}")
+    except Exception as exc:
+        logger.error("Error generating Ayrshare JWT for user %s: %s", user_id, exc)
         raise HTTPException(
             status_code=HTTP_502_BAD_GATEWAY, detail="Failed to generate JWT"
         )
@@ -867,20 +1211,37 @@ async def get_ayrshare_sso_url(
 
 
 # === PROVIDER DISCOVERY ENDPOINTS ===
-@router.get("/providers", response_model=List[str])
-async def list_providers() -> List[str]:
+@router.get("/providers", response_model=List[ProviderMetadata])
+async def list_providers() -> List[ProviderMetadata]:
     """
-    Get a list of all available provider names.
+    Get metadata for every available provider.
 
-    Returns both statically defined providers (from ProviderName enum)
-    and dynamically registered providers (from SDK decorators).
+    Returns both statically defined providers (from ``ProviderName`` enum) and
+    dynamically registered providers (from SDK decorators). Each entry includes
+    a ``description`` declared via ``ProviderBuilder.with_description(...)`` in
+    the provider's ``_config.py``.
 
     Note: The complete list of provider names is also available as a constant
     in the generated TypeScript client via PROVIDER_NAMES.
     """
-    # Get all providers at runtime
+    # Ensure all block modules (and therefore every provider's _config.py) are
+    # imported before we read from AutoRegistry. Cached on first call.
+    try:
+        from backend.blocks import load_all_blocks
+
+        load_all_blocks()
+    except Exception as e:
+        logger.warning(f"Failed to load blocks for provider metadata: {e}")
+
     all_providers = get_all_provider_names()
-    return all_providers
+    return [
+        ProviderMetadata(
+            name=name,
+            description=get_provider_description(name),
+            supported_auth_types=get_supported_auth_types(name),
+        )
+        for name in all_providers
+    ]
 
 
 @router.get("/providers/system", response_model=List[str])

autogpt_platform/backend/backend/api/features/integrations/router_test.py

@@ -393,7 +393,7 @@ class TestEnsureManagedCredentials:
             _PROVIDERS.update(saved)
             _provisioned_users.pop("user-1", None)
 
-        provider.provision.assert_awaited_once_with("user-1")
+        provider.provision.assert_awaited_once_with("user-1", store)
         store.add_managed_credential.assert_awaited_once_with("user-1", cred)
 
     @pytest.mark.asyncio
@@ -568,3 +568,181 @@ class TestCleanupManagedCredentials:
             _PROVIDERS.update(saved)
 
         # No exception raised — cleanup failure is swallowed.
+
+
+class TestGetPickerToken:
+    """POST /{provider}/credentials/{cred_id}/picker-token must:
+    1. Return the access token for OAuth2 creds the caller owns.
+    2. 404 for non-owned, non-existent, or wrong-provider creds.
+    3. 400 for non-OAuth2 creds (API key, host-scoped, user/password).
+    4. 404 for SDK default creds (same hardening as get_credential).
+    5. Preserve the `TestGetCredentialReturnsMetaOnly` contract — the
+       existing meta-only endpoint must still strip secrets even after
+       this picker-token endpoint exists."""
+
+    def test_oauth2_owner_gets_access_token(self):
+        # Use a Google cred with a drive.file scope — only picker-eligible
+        # (provider, scope) pairs can mint a token. GitHub-style creds are
+        # explicitly rejected; see `test_non_picker_provider_rejected_as_400`.
+        cred = _make_oauth2_cred(
+            cred_id="cred-gdrive",
+            provider="google",
+        )
+        cred.scopes = ["https://www.googleapis.com/auth/drive.file"]
+        with patch(
+            "backend.api.features.integrations.router.creds_manager"
+        ) as mock_mgr:
+            mock_mgr.get = AsyncMock(return_value=cred)
+            resp = client.post("/google/credentials/cred-gdrive/picker-token")
+
+        assert resp.status_code == 200
+        data = resp.json()
+        # The whole point of this endpoint: the access token IS returned here.
+        assert data["access_token"] == "ghp_secret_token"
+        # Only the two declared fields come back — nothing else leaks.
+        assert set(data.keys()) <= {"access_token", "access_token_expires_at"}
+
+    def test_non_picker_provider_rejected_as_400(self):
+        """Provider allowlist: even with a valid OAuth2 credential, a
+        non-picker provider (GitHub, etc.) cannot mint a picker token.
+        Stops this endpoint from being used as a generic bearer-token
+        extraction path for any stored OAuth cred under the same user."""
+        cred = _make_oauth2_cred(provider="github")
+        with patch(
+            "backend.api.features.integrations.router.creds_manager"
+        ) as mock_mgr:
+            mock_mgr.get = AsyncMock(return_value=cred)
+            resp = client.post("/github/credentials/cred-456/picker-token")
+
+        assert resp.status_code == 400
+        assert "not available for provider" in resp.json()["detail"]
+        assert "ghp_secret_token" not in str(resp.json())
+
+    def test_google_oauth_without_drive_scope_rejected(self):
+        """Scope allowlist: a Google OAuth2 cred that only carries non-picker
+        scopes (e.g. gmail.readonly, calendar) cannot mint a picker token.
+        Forces the frontend to reconnect with a Drive scope before the
+        picker is available."""
+        cred = _make_oauth2_cred(provider="google")
+        cred.scopes = [
+            "https://www.googleapis.com/auth/gmail.readonly",
+            "https://www.googleapis.com/auth/calendar",
+        ]
+        with patch(
+            "backend.api.features.integrations.router.creds_manager"
+        ) as mock_mgr:
+            mock_mgr.get = AsyncMock(return_value=cred)
+            resp = client.post("/google/credentials/cred-456/picker-token")
+
+        assert resp.status_code == 400
+        assert "picker" in resp.json()["detail"].lower()
+
+    def test_api_key_credential_rejected_as_400(self):
+        cred = _make_api_key_cred()
+        with patch(
+            "backend.api.features.integrations.router.creds_manager"
+        ) as mock_mgr:
+            mock_mgr.get = AsyncMock(return_value=cred)
+            resp = client.post("/openai/credentials/cred-123/picker-token")
+
+        assert resp.status_code == 400
+        # API keys must not silently fall through to a 200 response of some
+        # other shape — the client should see a clear shape rejection.
+        body = str(resp.json())
+        assert "sk-secret-key-value" not in body
+
+    def test_user_password_credential_rejected_as_400(self):
+        cred = _make_user_password_cred()
+        with patch(
+            "backend.api.features.integrations.router.creds_manager"
+        ) as mock_mgr:
+            mock_mgr.get = AsyncMock(return_value=cred)
+            resp = client.post("/openai/credentials/cred-789/picker-token")
+
+        assert resp.status_code == 400
+        body = str(resp.json())
+        assert "s3cret-pass" not in body
+        assert "admin" not in body
+
+    def test_host_scoped_credential_rejected_as_400(self):
+        cred = _make_host_scoped_cred()
+        with patch(
+            "backend.api.features.integrations.router.creds_manager"
+        ) as mock_mgr:
+            mock_mgr.get = AsyncMock(return_value=cred)
+            resp = client.post("/openai/credentials/cred-host/picker-token")
+
+        assert resp.status_code == 400
+        assert "top-secret" not in str(resp.json())
+
+    def test_missing_credential_returns_404(self):
+        with patch(
+            "backend.api.features.integrations.router.creds_manager"
+        ) as mock_mgr:
+            mock_mgr.get = AsyncMock(return_value=None)
+            resp = client.post("/github/credentials/nonexistent/picker-token")
+
+        assert resp.status_code == 404
+        assert resp.json()["detail"] == "Credentials not found"
+
+    def test_wrong_provider_returns_404(self):
+        """Symmetric with get_credential: provider mismatch is a generic
+        404, not a 400, so we don't leak existence of a credential the
+        caller doesn't own on that provider."""
+        cred = _make_oauth2_cred(provider="github")
+        with patch(
+            "backend.api.features.integrations.router.creds_manager"
+        ) as mock_mgr:
+            mock_mgr.get = AsyncMock(return_value=cred)
+            resp = client.post("/google/credentials/cred-456/picker-token")
+
+        assert resp.status_code == 404
+        assert resp.json()["detail"] == "Credentials not found"
+
+    def test_sdk_default_returns_404(self):
+        """SDK defaults are invisible to the user-facing API — picker-token
+        must not mint a token for them either."""
+        with patch(
+            "backend.api.features.integrations.router.creds_manager"
+        ) as mock_mgr:
+            mock_mgr.get = AsyncMock()
+            resp = client.post("/openai/credentials/openai-default/picker-token")
+
+        assert resp.status_code == 404
+        mock_mgr.get.assert_not_called()
+
+    def test_oauth2_without_access_token_returns_400(self):
+        """A stored OAuth2 cred whose access_token is missing can't satisfy
+        a picker init. Surface a clear reconnect instruction rather than
+        returning an empty string."""
+        cred = _make_oauth2_cred()
+        # Simulate a cred that lost its access token
+        object.__setattr__(cred, "access_token", None)
+
+        with patch(
+            "backend.api.features.integrations.router.creds_manager"
+        ) as mock_mgr:
+            mock_mgr.get = AsyncMock(return_value=cred)
+            resp = client.post("/github/credentials/cred-456/picker-token")
+
+        assert resp.status_code == 400
+        assert "reconnect" in resp.json()["detail"].lower()
+
+    def test_meta_only_endpoint_still_strips_access_token(self):
+        """Regression guard for the coexistence contract: the new
+        picker-token endpoint must NOT accidentally leak the token through
+        the meta-only GET endpoint. TestGetCredentialReturnsMetaOnly
+        covers this more broadly; this is a fast sanity check co-located
+        with the new endpoint's tests."""
+        cred = _make_oauth2_cred()
+        with patch(
+            "backend.api.features.integrations.router.creds_manager"
+        ) as mock_mgr:
+            mock_mgr.get = AsyncMock(return_value=cred)
+            resp = client.get("/github/credentials/cred-456")
+
+        assert resp.status_code == 200
+        body = resp.json()
+        assert "access_token" not in body
+        assert "refresh_token" not in body
+        assert "ghp_secret_token" not in str(body)

autogpt_platform/backend/backend/api/features/library/_add_to_library.py

@@ -12,6 +12,7 @@ import prisma.models
 
 import backend.api.features.library.model as library_model
 import backend.data.graph as graph_db
+from backend.api.features.library.db import _fetch_schedule_info
 from backend.data.graph import GraphModel, GraphSettings
 from backend.data.includes import library_agent_include
 from backend.util.exceptions import NotFoundError
@@ -117,4 +118,5 @@ async def add_graph_to_library(
         f"for store listing version #{store_listing_version_id} "
         f"to library for user #{user_id}"
     )
-    return library_model.LibraryAgent.from_db(added_agent)
+    schedule_info = await _fetch_schedule_info(user_id, graph_id=graph_model.id)
+    return library_model.LibraryAgent.from_db(added_agent, schedule_info=schedule_info)

autogpt_platform/backend/backend/api/features/library/_add_to_library_test.py

@@ -21,13 +21,17 @@ async def test_add_graph_to_library_create_new_agent() -> None:
             "backend.api.features.library._add_to_library.library_model.LibraryAgent.from_db",
             return_value=converted_agent,
         ) as mock_from_db,
+        patch(
+            "backend.api.features.library._add_to_library._fetch_schedule_info",
+            new=AsyncMock(return_value={}),
+        ),
     ):
         mock_prisma.return_value.create = AsyncMock(return_value=created_agent)
 
         result = await add_graph_to_library("slv-id", graph_model, "user-id")
 
     assert result is converted_agent
-    mock_from_db.assert_called_once_with(created_agent)
+    mock_from_db.assert_called_once_with(created_agent, schedule_info={})
     # Verify create was called with correct data
     create_call = mock_prisma.return_value.create.call_args
     create_data = create_call.kwargs["data"]
@@ -54,6 +58,10 @@ async def test_add_graph_to_library_unique_violation_updates_existing() -> None:
             "backend.api.features.library._add_to_library.library_model.LibraryAgent.from_db",
             return_value=converted_agent,
         ) as mock_from_db,
+        patch(
+            "backend.api.features.library._add_to_library._fetch_schedule_info",
+            new=AsyncMock(return_value={}),
+        ),
     ):
         mock_prisma.return_value.create = AsyncMock(
             side_effect=prisma.errors.UniqueViolationError(
@@ -65,7 +73,7 @@ async def test_add_graph_to_library_unique_violation_updates_existing() -> None:
         result = await add_graph_to_library("slv-id", graph_model, "user-id")
 
     assert result is converted_agent
-    mock_from_db.assert_called_once_with(updated_agent)
+    mock_from_db.assert_called_once_with(updated_agent, schedule_info={})
     # Verify update was called with correct where and data
     update_call = mock_prisma.return_value.update.call_args
     assert update_call.kwargs["where"] == {

autogpt_platform/backend/backend/api/features/library/db.py

@@ -1,6 +1,7 @@
 import asyncio
 import itertools
 import logging
+from datetime import datetime, timezone
 from typing import Literal, Optional
 
 import fastapi
@@ -43,6 +44,65 @@ config = Config()
 integration_creds_manager = IntegrationCredentialsManager()
 
 
+async def _fetch_execution_counts(user_id: str, graph_ids: list[str]) -> dict[str, int]:
+    """Fetch execution counts per graph in a single batched query."""
+    if not graph_ids:
+        return {}
+    rows = await prisma.models.AgentGraphExecution.prisma().group_by(
+        by=["agentGraphId"],
+        where={
+            "userId": user_id,
+            "agentGraphId": {"in": graph_ids},
+            "isDeleted": False,
+        },
+        count=True,
+    )
+    return {
+        row["agentGraphId"]: int((row.get("_count") or {}).get("_all") or 0)
+        for row in rows
+    }
+
+
+async def _fetch_schedule_info(
+    user_id: str, graph_id: Optional[str] = None
+) -> dict[str, str]:
+    """Fetch a map of graph_id → earliest next_run_time ISO string.
+
+    When `graph_id` is provided, the scheduler query is narrowed to that graph,
+    which is cheaper for single-agent lookups (detail page, post-update, etc.).
+    """
+    try:
+        scheduler_client = get_scheduler_client()
+        schedules = await scheduler_client.get_execution_schedules(
+            graph_id=graph_id,
+            user_id=user_id,
+        )
+        earliest: dict[str, tuple[datetime, str]] = {}
+        for s in schedules:
+            parsed = _parse_iso_datetime(s.next_run_time)
+            if parsed is None:
+                continue
+            current = earliest.get(s.graph_id)
+            if current is None or parsed < current[0]:
+                earliest[s.graph_id] = (parsed, s.next_run_time)
+        return {graph_id: iso for graph_id, (_, iso) in earliest.items()}
+    except Exception:
+        logger.warning("Failed to fetch schedules for library agents", exc_info=True)
+        return {}
+
+
+def _parse_iso_datetime(value: str) -> Optional[datetime]:
+    """Parse an ISO 8601 datetime, tolerating `Z` and naive forms (assumed UTC)."""
+    try:
+        parsed = datetime.fromisoformat(value.replace("Z", "+00:00"))
+    except ValueError:
+        logger.warning("Failed to parse schedule next_run_time: %s", value)
+        return None
+    if parsed.tzinfo is None:
+        parsed = parsed.replace(tzinfo=timezone.utc)
+    return parsed
+
+
 async def list_library_agents(
     user_id: str,
     search_term: Optional[str] = None,
@@ -137,12 +197,22 @@ async def list_library_agents(
 
     logger.debug(f"Retrieved {len(library_agents)} library agents for user #{user_id}")
 
+    graph_ids = [a.agentGraphId for a in library_agents if a.agentGraphId]
+    execution_counts, schedule_info = await asyncio.gather(
+        _fetch_execution_counts(user_id, graph_ids),
+        _fetch_schedule_info(user_id),
+    )
+
     # Only pass valid agents to the response
     valid_library_agents: list[library_model.LibraryAgent] = []
 
     for agent in library_agents:
         try:
-            library_agent = library_model.LibraryAgent.from_db(agent)
+            library_agent = library_model.LibraryAgent.from_db(
+                agent,
+                execution_count_override=execution_counts.get(agent.agentGraphId),
+                schedule_info=schedule_info,
+            )
             valid_library_agents.append(library_agent)
         except Exception as e:
             # Skip this agent if there was an error
@@ -214,12 +284,22 @@ async def list_favorite_library_agents(
         f"Retrieved {len(library_agents)} favorite library agents for user #{user_id}"
     )
 
+    graph_ids = [a.agentGraphId for a in library_agents if a.agentGraphId]
+    execution_counts, schedule_info = await asyncio.gather(
+        _fetch_execution_counts(user_id, graph_ids),
+        _fetch_schedule_info(user_id),
+    )
+
     # Only pass valid agents to the response
     valid_library_agents: list[library_model.LibraryAgent] = []
 
     for agent in library_agents:
         try:
-            library_agent = library_model.LibraryAgent.from_db(agent)
+            library_agent = library_model.LibraryAgent.from_db(
+                agent,
+                execution_count_override=execution_counts.get(agent.agentGraphId),
+                schedule_info=schedule_info,
+            )
             valid_library_agents.append(library_agent)
         except Exception as e:
             # Skip this agent if there was an error
@@ -285,6 +365,12 @@ async def get_library_agent(id: str, user_id: str) -> library_model.LibraryAgent
                 where={"userId": store_listing.owningUserId}
             )
 
+    schedule_info = (
+        await _fetch_schedule_info(user_id, graph_id=library_agent.AgentGraph.id)
+        if library_agent.AgentGraph
+        else {}
+    )
+
     return library_model.LibraryAgent.from_db(
         library_agent,
         sub_graphs=(
@@ -294,6 +380,7 @@ async def get_library_agent(id: str, user_id: str) -> library_model.LibraryAgent
         ),
         store_listing=store_listing,
         profile=profile,
+        schedule_info=schedule_info,
     )
 
 
@@ -329,7 +416,10 @@ async def get_library_agent_by_store_version_id(
         },
         include=library_agent_include(user_id),
     )
-    return library_model.LibraryAgent.from_db(agent) if agent else None
+    if not agent:
+        return None
+    schedule_info = await _fetch_schedule_info(user_id, graph_id=agent.agentGraphId)
+    return library_model.LibraryAgent.from_db(agent, schedule_info=schedule_info)
 
 
 async def get_library_agent_by_graph_id(
@@ -358,7 +448,10 @@ async def get_library_agent_by_graph_id(
     assert agent.AgentGraph  # make type checker happy
     # Include sub-graphs so we can make a full credentials input schema
     sub_graphs = await graph_db.get_sub_graphs(agent.AgentGraph)
-    return library_model.LibraryAgent.from_db(agent, sub_graphs=sub_graphs)
+    schedule_info = await _fetch_schedule_info(user_id, graph_id=agent.agentGraphId)
+    return library_model.LibraryAgent.from_db(
+        agent, sub_graphs=sub_graphs, schedule_info=schedule_info
+    )
 
 
 async def add_generated_agent_image(
@@ -481,6 +574,11 @@ async def create_library_agent(
                                     sensitive_action_safe_mode=sensitive_action_safe_mode,
                                 ).model_dump()
                             ),
+                            **(
+                                {"Folder": {"connect": {"id": folder_id}}}
+                                if folder_id and graph_entry is graph
+                                else {}
+                            ),
                         },
                     },
                     include=library_agent_include(
@@ -495,7 +593,11 @@ async def create_library_agent(
     for agent, graph in zip(library_agents, graph_entries):
         asyncio.create_task(add_generated_agent_image(graph, user_id, agent.id))
 
-    return [library_model.LibraryAgent.from_db(agent) for agent in library_agents]
+    schedule_info = await _fetch_schedule_info(user_id)
+    return [
+        library_model.LibraryAgent.from_db(agent, schedule_info=schedule_info)
+        for agent in library_agents
+    ]
 
 
 async def update_agent_version_in_library(
@@ -557,7 +659,8 @@ async def update_agent_version_in_library(
             f"Failed to update library agent for {agent_graph_id} v{agent_graph_version}"
         )
 
-    return library_model.LibraryAgent.from_db(lib)
+    schedule_info = await _fetch_schedule_info(user_id, graph_id=agent_graph_id)
+    return library_model.LibraryAgent.from_db(lib, schedule_info=schedule_info)
 
 
 async def create_graph_in_library(
@@ -640,6 +743,7 @@ async def update_library_agent_version_and_settings(
         graph=agent_graph,
         hitl_safe_mode=library.settings.human_in_the_loop_safe_mode,
         sensitive_action_safe_mode=library.settings.sensitive_action_safe_mode,
+        builder_chat_session_id=library.settings.builder_chat_session_id,
     )
     if updated_settings != library.settings:
         library = await update_library_agent(
@@ -1462,7 +1566,11 @@ async def bulk_move_agents_to_folder(
         ),
     )
 
-    return [library_model.LibraryAgent.from_db(agent) for agent in agents]
+    schedule_info = await _fetch_schedule_info(user_id)
+    return [
+        library_model.LibraryAgent.from_db(agent, schedule_info=schedule_info)
+        for agent in agents
+    ]
 
 
 def collect_tree_ids(
@@ -1696,7 +1804,7 @@ async def create_preset_from_graph_execution(
             raise NotFoundError(
                 f"Graph #{graph_execution.graph_id} not found or accessible"
             )
-        elif len(graph.aggregate_credentials_inputs()) > 0:
+        elif len(graph.regular_credentials_inputs) > 0:
             raise ValueError(
                 f"Graph execution #{graph_exec_id} can't be turned into a preset "
                 "because it was run before this feature existed "

autogpt_platform/backend/backend/api/features/library/db_test.py

@@ -65,6 +65,11 @@ async def test_get_library_agents(mocker):
     )
     mock_library_agent.return_value.count = mocker.AsyncMock(return_value=1)
 
+    mocker.patch(
+        "backend.api.features.library.db._fetch_execution_counts",
+        new=mocker.AsyncMock(return_value={}),
+    )
+
     # Call function
     result = await db.list_library_agents("test-user")
 
@@ -353,3 +358,136 @@ async def test_create_library_agent_uses_upsert():
     # Verify update branch restores soft-deleted/archived agents
     assert data["update"]["isDeleted"] is False
     assert data["update"]["isArchived"] is False
+
+
+@pytest.mark.asyncio
+async def test_list_favorite_library_agents(mocker):
+    mock_library_agents = [
+        prisma.models.LibraryAgent(
+            id="fav1",
+            userId="test-user",
+            agentGraphId="agent-fav",
+            settings="{}",  # type: ignore
+            agentGraphVersion=1,
+            isCreatedByUser=False,
+            isDeleted=False,
+            isArchived=False,
+            createdAt=datetime.now(),
+            updatedAt=datetime.now(),
+            isFavorite=True,
+            useGraphIsActiveVersion=True,
+            AgentGraph=prisma.models.AgentGraph(
+                id="agent-fav",
+                version=1,
+                name="Favorite Agent",
+                description="My Favorite",
+                userId="other-user",
+                isActive=True,
+                createdAt=datetime.now(),
+            ),
+        )
+    ]
+
+    mock_library_agent = mocker.patch("prisma.models.LibraryAgent.prisma")
+    mock_library_agent.return_value.find_many = mocker.AsyncMock(
+        return_value=mock_library_agents
+    )
+    mock_library_agent.return_value.count = mocker.AsyncMock(return_value=1)
+
+    mocker.patch(
+        "backend.api.features.library.db._fetch_execution_counts",
+        new=mocker.AsyncMock(return_value={"agent-fav": 7}),
+    )
+
+    result = await db.list_favorite_library_agents("test-user")
+
+    assert len(result.agents) == 1
+    assert result.agents[0].id == "fav1"
+    assert result.agents[0].name == "Favorite Agent"
+    assert result.agents[0].graph_id == "agent-fav"
+    assert result.pagination.total_items == 1
+    assert result.pagination.total_pages == 1
+    assert result.pagination.current_page == 1
+    assert result.pagination.page_size == 50
+
+
+@pytest.mark.asyncio
+async def test_list_library_agents_skips_failed_agent(mocker):
+    """Agents that fail parsing should be skipped — covers the except branch."""
+    mock_library_agents = [
+        prisma.models.LibraryAgent(
+            id="ua-bad",
+            userId="test-user",
+            agentGraphId="agent-bad",
+            settings="{}",  # type: ignore
+            agentGraphVersion=1,
+            isCreatedByUser=False,
+            isDeleted=False,
+            isArchived=False,
+            createdAt=datetime.now(),
+            updatedAt=datetime.now(),
+            isFavorite=False,
+            useGraphIsActiveVersion=True,
+            AgentGraph=prisma.models.AgentGraph(
+                id="agent-bad",
+                version=1,
+                name="Bad Agent",
+                description="",
+                userId="other-user",
+                isActive=True,
+                createdAt=datetime.now(),
+            ),
+        )
+    ]
+
+    mock_library_agent = mocker.patch("prisma.models.LibraryAgent.prisma")
+    mock_library_agent.return_value.find_many = mocker.AsyncMock(
+        return_value=mock_library_agents
+    )
+    mock_library_agent.return_value.count = mocker.AsyncMock(return_value=1)
+
+    mocker.patch(
+        "backend.api.features.library.db._fetch_execution_counts",
+        new=mocker.AsyncMock(return_value={}),
+    )
+    mocker.patch(
+        "backend.api.features.library.model.LibraryAgent.from_db",
+        side_effect=Exception("parse error"),
+    )
+
+    result = await db.list_library_agents("test-user")
+
+    assert len(result.agents) == 0
+    assert result.pagination.total_items == 1
+
+
+@pytest.mark.asyncio
+async def test_fetch_execution_counts_empty_graph_ids():
+    result = await db._fetch_execution_counts("user-1", [])
+    assert result == {}
+
+
+@pytest.mark.asyncio
+async def test_fetch_execution_counts_uses_group_by(mocker):
+    mock_prisma = mocker.patch("prisma.models.AgentGraphExecution.prisma")
+    mock_prisma.return_value.group_by = mocker.AsyncMock(
+        return_value=[
+            {"agentGraphId": "graph-1", "_count": {"_all": 5}},
+            {"agentGraphId": "graph-2", "_count": {"_all": 2}},
+        ]
+    )
+
+    result = await db._fetch_execution_counts(
+        "user-1", ["graph-1", "graph-2", "graph-3"]
+    )
+
+    assert result == {"graph-1": 5, "graph-2": 2}
+    mock_prisma.return_value.group_by.assert_called_once_with(
+        by=["agentGraphId"],
+        where={
+            "userId": "user-1",
+            "agentGraphId": {"in": ["graph-1", "graph-2", "graph-3"]},
+            "isDeleted": False,
+        },
+        count=True,
+    )

autogpt_platform/backend/backend/api/features/library/model.py

@@ -214,6 +214,14 @@ class LibraryAgent(pydantic.BaseModel):
     folder_name: str | None = None  # Denormalized for display
 
     recommended_schedule_cron: str | None = None
+    is_scheduled: bool = pydantic.Field(
+        default=False,
+        description="Whether this agent has active execution schedules",
+    )
+    next_scheduled_run: str | None = pydantic.Field(
+        default=None,
+        description="ISO 8601 timestamp of the next scheduled run, if any",
+    )
     settings: GraphSettings = pydantic.Field(default_factory=GraphSettings)
     marketplace_listing: Optional["MarketplaceListing"] = None
 
@@ -223,6 +231,8 @@ class LibraryAgent(pydantic.BaseModel):
         sub_graphs: Optional[list[prisma.models.AgentGraph]] = None,
         store_listing: Optional[prisma.models.StoreListing] = None,
         profile: Optional[prisma.models.Profile] = None,
+        execution_count_override: Optional[int] = None,
+        schedule_info: Optional[dict[str, str]] = None,
     ) -> "LibraryAgent":
         """
         Factory method that constructs a LibraryAgent from a Prisma LibraryAgent
@@ -258,10 +268,14 @@ class LibraryAgent(pydantic.BaseModel):
         status = status_result.status
         new_output = status_result.new_output
 
-        execution_count = len(executions)
+        execution_count = (
+            execution_count_override
+            if execution_count_override is not None
+            else len(executions)
+        )
         success_rate: float | None = None
         avg_correctness_score: float | None = None
-        if execution_count > 0:
+        if executions and execution_count > 0:
             success_count = sum(
                 1
                 for e in executions
@@ -354,6 +368,10 @@ class LibraryAgent(pydantic.BaseModel):
             folder_id=agent.folderId,
             folder_name=agent.Folder.name if agent.Folder else None,
             recommended_schedule_cron=agent.AgentGraph.recommendedScheduleCron,
+            is_scheduled=bool(schedule_info and agent.agentGraphId in schedule_info),
+            next_scheduled_run=(
+                schedule_info.get(agent.agentGraphId) if schedule_info else None
+            ),
             settings=_parse_settings(agent.settings),
             marketplace_listing=marketplace_listing_data,
         )

autogpt_platform/backend/backend/api/features/library/model_test.py

@@ -1,11 +1,66 @@
 import datetime
 
+import prisma.enums
 import prisma.models
 import pytest
 
 from . import model as library_model
 
 
+def _make_library_agent(
+    *,
+    graph_id: str = "g1",
+    executions: list | None = None,
+) -> prisma.models.LibraryAgent:
+    return prisma.models.LibraryAgent(
+        id="la1",
+        userId="u1",
+        agentGraphId=graph_id,
+        settings="{}",  # type: ignore
+        agentGraphVersion=1,
+        isCreatedByUser=True,
+        isDeleted=False,
+        isArchived=False,
+        createdAt=datetime.datetime.now(),
+        updatedAt=datetime.datetime.now(),
+        isFavorite=False,
+        useGraphIsActiveVersion=True,
+        AgentGraph=prisma.models.AgentGraph(
+            id=graph_id,
+            version=1,
+            name="Agent",
+            description="Desc",
+            userId="u1",
+            isActive=True,
+            createdAt=datetime.datetime.now(),
+            Executions=executions,
+        ),
+    )
+
+
+def test_from_db_execution_count_override_covers_success_rate():
+    """Covers execution_count_override is not None branch and executions/count > 0 block."""
+    now = datetime.datetime.now(datetime.timezone.utc)
+    exec1 = prisma.models.AgentGraphExecution(
+        id="exec-1",
+        agentGraphId="g1",
+        agentGraphVersion=1,
+        userId="u1",
+        executionStatus=prisma.enums.AgentExecutionStatus.COMPLETED,
+        createdAt=now,
+        updatedAt=now,
+        isDeleted=False,
+        isShared=False,
+    )
+    agent = _make_library_agent(executions=[exec1])
+
+    result = library_model.LibraryAgent.from_db(agent, execution_count_override=1)
+
+    assert result.execution_count == 1
+    assert result.success_rate is not None
+    assert result.success_rate == 100.0
+
+
 @pytest.mark.asyncio
 async def test_agent_preset_from_db(test_user_id: str):
     # Create mock DB agent

autogpt_platform/backend/backend/api/features/onboarding_profile_test.py

@@ -0,0 +1,61 @@
+from unittest.mock import AsyncMock
+
+import fastapi
+import fastapi.testclient
+import pytest
+
+from backend.api.features.v1 import v1_router
+
+app = fastapi.FastAPI()
+app.include_router(v1_router)
+client = fastapi.testclient.TestClient(app)
+
+
+@pytest.fixture(autouse=True)
+def setup_app_auth(mock_jwt_user):
+    from autogpt_libs.auth.jwt_utils import get_jwt_payload
+
+    app.dependency_overrides[get_jwt_payload] = mock_jwt_user["get_jwt_payload"]
+    yield
+    app.dependency_overrides.clear()
+
+
+def test_onboarding_profile_success(mocker):
+    mock_extract = mocker.patch(
+        "backend.api.features.v1.extract_business_understanding",
+        new_callable=AsyncMock,
+    )
+    mock_upsert = mocker.patch(
+        "backend.api.features.v1.upsert_business_understanding",
+        new_callable=AsyncMock,
+    )
+
+    from backend.data.understanding import BusinessUnderstandingInput
+
+    mock_extract.return_value = BusinessUnderstandingInput.model_construct(
+        user_name="John",
+        user_role="Founder/CEO",
+        pain_points=["Finding leads"],
+        suggested_prompts={"Learn": ["How do I automate lead gen?"]},
+    )
+    mock_upsert.return_value = AsyncMock()
+
+    response = client.post(
+        "/onboarding/profile",
+        json={
+            "user_name": "John",
+            "user_role": "Founder/CEO",
+            "pain_points": ["Finding leads", "Email & outreach"],
+        },
+    )
+    assert response.status_code == 200
+    mock_extract.assert_awaited_once()
+    mock_upsert.assert_awaited_once()
+
+
+def test_onboarding_profile_missing_fields():
+    response = client.post(
+        "/onboarding/profile",
+        json={"user_name": "John"},
+    )
+    assert response.status_code == 422

autogpt_platform/backend/backend/api/features/platform_linking/__init__.py

@@ -0,0 +1 @@
+"""Platform bot linking — user-facing REST routes."""

autogpt_platform/backend/backend/api/features/platform_linking/routes.py

@@ -0,0 +1,158 @@
+"""User-facing platform_linking REST routes (JWT auth)."""
+
+import logging
+from typing import Annotated
+
+from autogpt_libs import auth
+from fastapi import APIRouter, HTTPException, Path, Security
+
+from backend.data.db_accessors import platform_linking_db
+from backend.platform_linking.models import (
+    ConfirmLinkResponse,
+    ConfirmUserLinkResponse,
+    DeleteLinkResponse,
+    LinkTokenInfoResponse,
+    PlatformLinkInfo,
+    PlatformUserLinkInfo,
+)
+from backend.util.exceptions import (
+    LinkAlreadyExistsError,
+    LinkFlowMismatchError,
+    LinkTokenExpiredError,
+    NotAuthorizedError,
+    NotFoundError,
+)
+
+logger = logging.getLogger(__name__)
+
+router = APIRouter()
+
+TokenPath = Annotated[
+    str,
+    Path(max_length=64, pattern=r"^[A-Za-z0-9_-]+$"),
+]
+
+
+def _translate(exc: Exception) -> HTTPException:
+    if isinstance(exc, NotFoundError):
+        return HTTPException(status_code=404, detail=str(exc))
+    if isinstance(exc, NotAuthorizedError):
+        return HTTPException(status_code=403, detail=str(exc))
+    if isinstance(exc, LinkAlreadyExistsError):
+        return HTTPException(status_code=409, detail=str(exc))
+    if isinstance(exc, LinkTokenExpiredError):
+        return HTTPException(status_code=410, detail=str(exc))
+    if isinstance(exc, LinkFlowMismatchError):
+        return HTTPException(status_code=400, detail=str(exc))
+    return HTTPException(status_code=500, detail="Internal error.")
+
+
+@router.get(
+    "/tokens/{token}/info",
+    response_model=LinkTokenInfoResponse,
+    dependencies=[Security(auth.requires_user)],
+    summary="Get display info for a link token",
+)
+async def get_link_token_info_route(token: TokenPath) -> LinkTokenInfoResponse:
+    try:
+        return await platform_linking_db().get_link_token_info(token)
+    except (NotFoundError, LinkTokenExpiredError) as exc:
+        raise _translate(exc) from exc
+
+
+@router.post(
+    "/tokens/{token}/confirm",
+    response_model=ConfirmLinkResponse,
+    dependencies=[Security(auth.requires_user)],
+    summary="Confirm a SERVER link token (user must be authenticated)",
+)
+async def confirm_link_token(
+    token: TokenPath,
+    user_id: Annotated[str, Security(auth.get_user_id)],
+) -> ConfirmLinkResponse:
+    try:
+        return await platform_linking_db().confirm_server_link(token, user_id)
+    except (
+        NotFoundError,
+        LinkFlowMismatchError,
+        LinkTokenExpiredError,
+        LinkAlreadyExistsError,
+    ) as exc:
+        raise _translate(exc) from exc
+
+
+@router.post(
+    "/user-tokens/{token}/confirm",
+    response_model=ConfirmUserLinkResponse,
+    dependencies=[Security(auth.requires_user)],
+    summary="Confirm a USER link token (user must be authenticated)",
+)
+async def confirm_user_link_token(
+    token: TokenPath,
+    user_id: Annotated[str, Security(auth.get_user_id)],
+) -> ConfirmUserLinkResponse:
+    try:
+        return await platform_linking_db().confirm_user_link(token, user_id)
+    except (
+        NotFoundError,
+        LinkFlowMismatchError,
+        LinkTokenExpiredError,
+        LinkAlreadyExistsError,
+    ) as exc:
+        raise _translate(exc) from exc
+
+
+@router.get(
+    "/links",
+    response_model=list[PlatformLinkInfo],
+    dependencies=[Security(auth.requires_user)],
+    summary="List all platform servers linked to the authenticated user",
+)
+async def list_my_links(
+    user_id: Annotated[str, Security(auth.get_user_id)],
+) -> list[PlatformLinkInfo]:
+    return await platform_linking_db().list_server_links(user_id)
+
+
+@router.get(
+    "/user-links",
+    response_model=list[PlatformUserLinkInfo],
+    dependencies=[Security(auth.requires_user)],
+    summary="List all DM links for the authenticated user",
+)
+async def list_my_user_links(
+    user_id: Annotated[str, Security(auth.get_user_id)],
+) -> list[PlatformUserLinkInfo]:
+    return await platform_linking_db().list_user_links(user_id)
+
+
+@router.delete(
+    "/links/{link_id}",
+    response_model=DeleteLinkResponse,
+    dependencies=[Security(auth.requires_user)],
+    summary="Unlink a platform server",
+)
+async def delete_link(
+    link_id: str,
+    user_id: Annotated[str, Security(auth.get_user_id)],
+) -> DeleteLinkResponse:
+    try:
+        return await platform_linking_db().delete_server_link(link_id, user_id)
+    except (NotFoundError, NotAuthorizedError) as exc:
+        raise _translate(exc) from exc
+
+
+@router.delete(
+    "/user-links/{link_id}",
+    response_model=DeleteLinkResponse,
+    dependencies=[Security(auth.requires_user)],
+    summary="Unlink a DM / user link",
+)
+async def delete_user_link_route(
+    link_id: str,
+    user_id: Annotated[str, Security(auth.get_user_id)],
+) -> DeleteLinkResponse:
+    try:
+        return await platform_linking_db().delete_user_link(link_id, user_id)
+    except (NotFoundError, NotAuthorizedError) as exc:
+        raise _translate(exc) from exc

autogpt_platform/backend/backend/api/features/platform_linking/routes_test.py

@@ -0,0 +1,264 @@
+"""Route tests: domain exceptions → HTTPException status codes."""
+
+from unittest.mock import AsyncMock, MagicMock, patch
+
+import pytest
+from fastapi import HTTPException
+
+from backend.util.exceptions import (
+    LinkAlreadyExistsError,
+    LinkFlowMismatchError,
+    LinkTokenExpiredError,
+    NotAuthorizedError,
+    NotFoundError,
+)
+
+
+def _db_mock(**method_configs):
+    """Return a mock of the accessor's return value with the given AsyncMocks."""
+    db = MagicMock()
+    for name, mock in method_configs.items():
+        setattr(db, name, mock)
+    return db
+
+
+class TestTokenInfoRouteTranslation:
+    @pytest.mark.asyncio
+    async def test_not_found_maps_to_404(self):
+        from backend.api.features.platform_linking.routes import (
+            get_link_token_info_route,
+        )
+
+        db = _db_mock(
+            get_link_token_info=AsyncMock(side_effect=NotFoundError("missing"))
+        )
+        with patch(
+            "backend.api.features.platform_linking.routes.platform_linking_db",
+            return_value=db,
+        ):
+            with pytest.raises(HTTPException) as exc:
+                await get_link_token_info_route(token="abc")
+        assert exc.value.status_code == 404
+
+    @pytest.mark.asyncio
+    async def test_expired_maps_to_410(self):
+        from backend.api.features.platform_linking.routes import (
+            get_link_token_info_route,
+        )
+
+        db = _db_mock(
+            get_link_token_info=AsyncMock(side_effect=LinkTokenExpiredError("expired"))
+        )
+        with patch(
+            "backend.api.features.platform_linking.routes.platform_linking_db",
+            return_value=db,
+        ):
+            with pytest.raises(HTTPException) as exc:
+                await get_link_token_info_route(token="abc")
+        assert exc.value.status_code == 410
+
+
+class TestConfirmLinkRouteTranslation:
+    @pytest.mark.asyncio
+    @pytest.mark.parametrize(
+        "exc,expected_status",
+        [
+            (NotFoundError("missing"), 404),
+            (LinkFlowMismatchError("wrong flow"), 400),
+            (LinkTokenExpiredError("expired"), 410),
+            (LinkAlreadyExistsError("already"), 409),
+        ],
+    )
+    async def test_translation(self, exc: Exception, expected_status: int):
+        from backend.api.features.platform_linking.routes import confirm_link_token
+
+        db = _db_mock(confirm_server_link=AsyncMock(side_effect=exc))
+        with patch(
+            "backend.api.features.platform_linking.routes.platform_linking_db",
+            return_value=db,
+        ):
+            with pytest.raises(HTTPException) as ctx:
+                await confirm_link_token(token="abc", user_id="u1")
+        assert ctx.value.status_code == expected_status
+
+
+class TestConfirmUserLinkRouteTranslation:
+    @pytest.mark.asyncio
+    @pytest.mark.parametrize(
+        "exc,expected_status",
+        [
+            (NotFoundError("missing"), 404),
+            (LinkFlowMismatchError("wrong flow"), 400),
+            (LinkTokenExpiredError("expired"), 410),
+            (LinkAlreadyExistsError("already"), 409),
+        ],
+    )
+    async def test_translation(self, exc: Exception, expected_status: int):
+        from backend.api.features.platform_linking.routes import confirm_user_link_token
+
+        db = _db_mock(confirm_user_link=AsyncMock(side_effect=exc))
+        with patch(
+            "backend.api.features.platform_linking.routes.platform_linking_db",
+            return_value=db,
+        ):
+            with pytest.raises(HTTPException) as ctx:
+                await confirm_user_link_token(token="abc", user_id="u1")
+        assert ctx.value.status_code == expected_status
+
+
+class TestDeleteLinkRouteTranslation:
+    @pytest.mark.asyncio
+    async def test_not_found_maps_to_404(self):
+        from backend.api.features.platform_linking.routes import delete_link
+
+        db = _db_mock(
+            delete_server_link=AsyncMock(side_effect=NotFoundError("missing"))
+        )
+        with patch(
+            "backend.api.features.platform_linking.routes.platform_linking_db",
+            return_value=db,
+        ):
+            with pytest.raises(HTTPException) as exc:
+                await delete_link(link_id="x", user_id="u1")
+        assert exc.value.status_code == 404
+
+    @pytest.mark.asyncio
+    async def test_not_owned_maps_to_403(self):
+        from backend.api.features.platform_linking.routes import delete_link
+
+        db = _db_mock(
+            delete_server_link=AsyncMock(side_effect=NotAuthorizedError("nope"))
+        )
+        with patch(
+            "backend.api.features.platform_linking.routes.platform_linking_db",
+            return_value=db,
+        ):
+            with pytest.raises(HTTPException) as exc:
+                await delete_link(link_id="x", user_id="u1")
+        assert exc.value.status_code == 403
+
+
+class TestDeleteUserLinkRouteTranslation:
+    @pytest.mark.asyncio
+    async def test_not_found_maps_to_404(self):
+        from backend.api.features.platform_linking.routes import delete_user_link_route
+
+        db = _db_mock(delete_user_link=AsyncMock(side_effect=NotFoundError("missing")))
+        with patch(
+            "backend.api.features.platform_linking.routes.platform_linking_db",
+            return_value=db,
+        ):
+            with pytest.raises(HTTPException) as exc:
+                await delete_user_link_route(link_id="x", user_id="u1")
+        assert exc.value.status_code == 404
+
+    @pytest.mark.asyncio
+    async def test_not_owned_maps_to_403(self):
+        from backend.api.features.platform_linking.routes import delete_user_link_route
+
+        db = _db_mock(
+            delete_user_link=AsyncMock(side_effect=NotAuthorizedError("nope"))
+        )
+        with patch(
+            "backend.api.features.platform_linking.routes.platform_linking_db",
+            return_value=db,
+        ):
+            with pytest.raises(HTTPException) as exc:
+                await delete_user_link_route(link_id="x", user_id="u1")
+        assert exc.value.status_code == 403
+
+
+# ── Adversarial: malformed token path params ──────────────────────────
+
+
+class TestAdversarialTokenPath:
+    # TokenPath enforces `^[A-Za-z0-9_-]+$` + max_length=64.
+
+    @pytest.fixture
+    def client(self):
+        import fastapi
+        from autogpt_libs.auth import get_user_id, requires_user
+        from fastapi.testclient import TestClient
+
+        import backend.api.features.platform_linking.routes as routes_mod
+
+        app = fastapi.FastAPI()
+        app.dependency_overrides[requires_user] = lambda: None
+        app.dependency_overrides[get_user_id] = lambda: "caller-user"
+        app.include_router(routes_mod.router, prefix="/api/platform-linking")
+        return TestClient(app)
+
+    def test_rejects_token_with_special_chars(self, client):
+        response = client.get("/api/platform-linking/tokens/bad%24token/info")
+        assert response.status_code == 422
+
+    def test_rejects_token_with_path_traversal(self, client):
+        for probe in ("..%2F..", "foo..bar", "foo%2Fbar"):
+            response = client.get(f"/api/platform-linking/tokens/{probe}/info")
+            assert response.status_code in (
+                404,
+                422,
+            ), f"path-traversal probe {probe!r} returned {response.status_code}"
+
+    def test_rejects_token_too_long(self, client):
+        long_token = "a" * 65
+        response = client.get(f"/api/platform-linking/tokens/{long_token}/info")
+        assert response.status_code == 422
+
+    def test_accepts_token_at_max_length(self, client):
+        token = "a" * 64
+        db = _db_mock(
+            get_link_token_info=AsyncMock(side_effect=NotFoundError("missing"))
+        )
+        with patch(
+            "backend.api.features.platform_linking.routes.platform_linking_db",
+            return_value=db,
+        ):
+            response = client.get(f"/api/platform-linking/tokens/{token}/info")
+        assert response.status_code == 404
+
+    def test_accepts_urlsafe_b64_token_shape(self, client):
+        db = _db_mock(
+            get_link_token_info=AsyncMock(side_effect=NotFoundError("missing"))
+        )
+        with patch(
+            "backend.api.features.platform_linking.routes.platform_linking_db",
+            return_value=db,
+        ):
+            response = client.get("/api/platform-linking/tokens/abc-_XYZ123-_abc/info")
+        assert response.status_code == 404
+
+    def test_confirm_rejects_malformed_token(self, client):
+        response = client.post("/api/platform-linking/tokens/bad%24token/confirm")
+        assert response.status_code == 422
+
+
+class TestAdversarialDeleteLinkId:
+    """DELETE link_id has no regex — ensure weird values are handled via
+    NotFoundError (no crash, no cross-user leak)."""
+
+    @pytest.fixture
+    def client(self):
+        import fastapi
+        from autogpt_libs.auth import get_user_id, requires_user
+        from fastapi.testclient import TestClient
+
+        import backend.api.features.platform_linking.routes as routes_mod
+
+        app = fastapi.FastAPI()
+        app.dependency_overrides[requires_user] = lambda: None
+        app.dependency_overrides[get_user_id] = lambda: "caller-user"
+        app.include_router(routes_mod.router, prefix="/api/platform-linking")
+        return TestClient(app)
+
+    def test_weird_link_id_returns_404(self, client):
+        db = _db_mock(
+            delete_server_link=AsyncMock(side_effect=NotFoundError("missing"))
+        )
+        with patch(
+            "backend.api.features.platform_linking.routes.platform_linking_db",
+            return_value=db,
+        ):
+            for link_id in ("'; DROP TABLE links;--", "../../etc/passwd", ""):
+                response = client.delete(f"/api/platform-linking/links/{link_id}")
+                assert response.status_code in (404, 405)

autogpt_platform/backend/backend/api/features/push/model.py

@@ -0,0 +1,20 @@
+import pydantic
+
+
+class PushSubscriptionKeys(pydantic.BaseModel):
+    p256dh: str = pydantic.Field(min_length=1, max_length=512)
+    auth: str = pydantic.Field(min_length=1, max_length=512)
+
+
+class PushSubscribeRequest(pydantic.BaseModel):
+    endpoint: str = pydantic.Field(min_length=1, max_length=2048)
+    keys: PushSubscriptionKeys
+    user_agent: str | None = pydantic.Field(default=None, max_length=512)
+
+
+class PushUnsubscribeRequest(pydantic.BaseModel):
+    endpoint: str = pydantic.Field(min_length=1, max_length=2048)
+
+
+class VapidPublicKeyResponse(pydantic.BaseModel):
+    public_key: str

autogpt_platform/backend/backend/api/features/push/routes.py

@@ -0,0 +1,64 @@
+from typing import Annotated
+
+from autogpt_libs.auth import get_user_id, requires_user
+from fastapi import APIRouter, HTTPException, Security
+from starlette.status import HTTP_204_NO_CONTENT, HTTP_400_BAD_REQUEST
+
+from backend.api.features.push.model import (
+    PushSubscribeRequest,
+    PushUnsubscribeRequest,
+    VapidPublicKeyResponse,
+)
+from backend.data.push_subscription import (
+    delete_push_subscription,
+    upsert_push_subscription,
+    validate_push_endpoint,
+)
+from backend.util.settings import Settings
+
+router = APIRouter()
+_settings = Settings()
+
+
+@router.get(
+    "/vapid-key",
+    summary="Get VAPID public key for push subscription",
+)
+async def get_vapid_public_key() -> VapidPublicKeyResponse:
+    return VapidPublicKeyResponse(public_key=_settings.secrets.vapid_public_key)
+
+
+@router.post(
+    "/subscribe",
+    summary="Register a push subscription for the current user",
+    status_code=HTTP_204_NO_CONTENT,
+    dependencies=[Security(requires_user)],
+)
+async def subscribe_push(
+    user_id: Annotated[str, Security(get_user_id)],
+    body: PushSubscribeRequest,
+) -> None:
+    try:
+        await validate_push_endpoint(body.endpoint)
+        await upsert_push_subscription(
+            user_id=user_id,
+            endpoint=body.endpoint,
+            p256dh=body.keys.p256dh,
+            auth=body.keys.auth,
+            user_agent=body.user_agent,
+        )
+    except ValueError as e:
+        raise HTTPException(status_code=HTTP_400_BAD_REQUEST, detail=str(e))
+
+
+@router.post(
+    "/unsubscribe",
+    summary="Remove a push subscription",
+    status_code=HTTP_204_NO_CONTENT,
+    dependencies=[Security(requires_user)],
+)
+async def unsubscribe_push(
+    user_id: Annotated[str, Security(get_user_id)],
+    body: PushUnsubscribeRequest,
+) -> None:
+    await delete_push_subscription(user_id, body.endpoint)

autogpt_platform/backend/backend/api/features/push/routes_test.py

@@ -0,0 +1,240 @@
+"""Tests for push notification routes."""
+
+from unittest.mock import AsyncMock, MagicMock
+
+import fastapi
+import fastapi.testclient
+import pytest
+
+from backend.api.features.push.routes import router
+
+app = fastapi.FastAPI()
+app.include_router(router)
+client = fastapi.testclient.TestClient(app)
+
+
+@pytest.fixture(autouse=True)
+def setup_app_auth(mock_jwt_user):
+    from autogpt_libs.auth.jwt_utils import get_jwt_payload
+
+    app.dependency_overrides[get_jwt_payload] = mock_jwt_user["get_jwt_payload"]
+    yield
+    app.dependency_overrides.clear()
+
+
+def test_get_vapid_public_key(mocker):
+    mock_settings = MagicMock()
+    mock_settings.secrets.vapid_public_key = "test-vapid-public-key-base64url"
+    mocker.patch(
+        "backend.api.features.push.routes._settings",
+        mock_settings,
+    )
+
+    response = client.get("/vapid-key")
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["public_key"] == "test-vapid-public-key-base64url"
+
+
+def test_get_vapid_public_key_empty(mocker):
+    mock_settings = MagicMock()
+    mock_settings.secrets.vapid_public_key = ""
+    mocker.patch(
+        "backend.api.features.push.routes._settings",
+        mock_settings,
+    )
+
+    response = client.get("/vapid-key")
+
+    assert response.status_code == 200
+    data = response.json()
+    assert data["public_key"] == ""
+
+
+def test_subscribe_push(mocker, test_user_id):
+    mock_upsert = mocker.patch(
+        "backend.api.features.push.routes.upsert_push_subscription",
+        new_callable=AsyncMock,
+    )
+
+    response = client.post(
+        "/subscribe",
+        json={
+            "endpoint": "https://fcm.googleapis.com/fcm/send/abc123",
+            "keys": {
+                "p256dh": "test-p256dh-key",
+                "auth": "test-auth-key",
+            },
+            "user_agent": "Mozilla/5.0 Test",
+        },
+    )
+
+    assert response.status_code == 204
+    mock_upsert.assert_awaited_once_with(
+        user_id=test_user_id,
+        endpoint="https://fcm.googleapis.com/fcm/send/abc123",
+        p256dh="test-p256dh-key",
+        auth="test-auth-key",
+        user_agent="Mozilla/5.0 Test",
+    )
+
+
+def test_subscribe_push_without_user_agent(mocker, test_user_id):
+    mock_upsert = mocker.patch(
+        "backend.api.features.push.routes.upsert_push_subscription",
+        new_callable=AsyncMock,
+    )
+
+    response = client.post(
+        "/subscribe",
+        json={
+            "endpoint": "https://fcm.googleapis.com/fcm/send/abc123",
+            "keys": {
+                "p256dh": "test-p256dh-key",
+                "auth": "test-auth-key",
+            },
+        },
+    )
+
+    assert response.status_code == 204
+    mock_upsert.assert_awaited_once_with(
+        user_id=test_user_id,
+        endpoint="https://fcm.googleapis.com/fcm/send/abc123",
+        p256dh="test-p256dh-key",
+        auth="test-auth-key",
+        user_agent=None,
+    )
+
+
+def test_subscribe_push_missing_keys():
+    response = client.post(
+        "/subscribe",
+        json={
+            "endpoint": "https://fcm.googleapis.com/fcm/send/abc123",
+        },
+    )
+
+    assert response.status_code == 422
+
+
+def test_subscribe_push_missing_endpoint():
+    response = client.post(
+        "/subscribe",
+        json={
+            "keys": {
+                "p256dh": "test-p256dh-key",
+                "auth": "test-auth-key",
+            },
+        },
+    )
+
+    assert response.status_code == 422
+
+
+def test_subscribe_push_rejects_empty_crypto_keys():
+    response = client.post(
+        "/subscribe",
+        json={
+            "endpoint": "https://fcm.googleapis.com/fcm/send/abc123",
+            "keys": {"p256dh": "", "auth": ""},
+        },
+    )
+
+    assert response.status_code == 422
+
+
+def test_subscribe_push_rejects_oversized_endpoint():
+    response = client.post(
+        "/subscribe",
+        json={
+            "endpoint": "https://fcm.googleapis.com/fcm/send/" + "x" * 3000,
+            "keys": {"p256dh": "k", "auth": "a"},
+        },
+    )
+
+    assert response.status_code == 422
+
+
+def test_unsubscribe_push(mocker, test_user_id):
+    mock_delete = mocker.patch(
+        "backend.api.features.push.routes.delete_push_subscription",
+        new_callable=AsyncMock,
+    )
+
+    response = client.post(
+        "/unsubscribe",
+        json={
+            "endpoint": "https://fcm.googleapis.com/fcm/send/abc123",
+        },
+    )
+
+    assert response.status_code == 204
+    mock_delete.assert_awaited_once_with(
+        test_user_id,
+        "https://fcm.googleapis.com/fcm/send/abc123",
+    )
+
+
+def test_unsubscribe_push_missing_endpoint():
+    response = client.post(
+        "/unsubscribe",
+        json={},
+    )
+
+    assert response.status_code == 422
+
+
+@pytest.mark.parametrize(
+    "untrusted_endpoint",
+    [
+        "https://localhost/evil",
+        "https://127.0.0.1/evil",
+        "https://169.254.169.254/latest/meta-data/",
+        "https://internal-service.local/api",
+        "https://attacker.example.com/push",
+        "http://fcm.googleapis.com/fcm/send/abc",
+        "file:///etc/passwd",
+    ],
+)
+def test_subscribe_push_rejects_untrusted_endpoints(mocker, untrusted_endpoint):
+    mock_upsert = mocker.patch(
+        "backend.api.features.push.routes.upsert_push_subscription",
+        new_callable=AsyncMock,
+    )
+
+    response = client.post(
+        "/subscribe",
+        json={
+            "endpoint": untrusted_endpoint,
+            "keys": {
+                "p256dh": "test-p256dh-key",
+                "auth": "test-auth-key",
+            },
+        },
+    )
+
+    assert response.status_code == 400
+    mock_upsert.assert_not_awaited()
+
+
+def test_subscribe_push_surfaces_cap_as_400(mocker):
+    mocker.patch(
+        "backend.api.features.push.routes.upsert_push_subscription",
+        new_callable=AsyncMock,
+        side_effect=ValueError("Subscription limit of 20 per user reached"),
+    )
+
+    response = client.post(
+        "/subscribe",
+        json={
+            "endpoint": "https://fcm.googleapis.com/fcm/send/abc123",
+            "keys": {
+                "p256dh": "test-p256dh-key",
+                "auth": "test-auth-key",
+            },
+        },
+    )
+
+    assert response.status_code == 400
+    assert "Subscription limit" in response.json()["detail"]

autogpt_platform/backend/backend/api/features/store/db.py

@@ -490,6 +490,9 @@ async def get_store_creators(
     # Build where clause with sanitized inputs
     where = {}
 
+    # Only return creators with approved agents
+    where["num_agents"] = {"gt": 0}
+
     if featured:
         where["is_featured"] = featured
 

autogpt_platform/backend/backend/api/features/store/db_test.py

@@ -1,4 +1,5 @@
 from datetime import datetime
+from unittest.mock import AsyncMock
 
 import prisma.enums
 import prisma.errors
@@ -50,8 +51,8 @@ async def test_get_store_agents(mocker):
 
     # Mock prisma calls
     mock_store_agent = mocker.patch("prisma.models.StoreAgent.prisma")
-    mock_store_agent.return_value.find_many = mocker.AsyncMock(return_value=mock_agents)
-    mock_store_agent.return_value.count = mocker.AsyncMock(return_value=1)
+    mock_store_agent.return_value.find_many = AsyncMock(return_value=mock_agents)
+    mock_store_agent.return_value.count = AsyncMock(return_value=1)
 
     # Call function
     result = await db.get_store_agents()
@@ -94,7 +95,7 @@ async def test_get_store_agent_details(mocker):
 
     # Mock StoreAgent prisma call
     mock_store_agent = mocker.patch("prisma.models.StoreAgent.prisma")
-    mock_store_agent.return_value.find_first = mocker.AsyncMock(return_value=mock_agent)
+    mock_store_agent.return_value.find_first = AsyncMock(return_value=mock_agent)
 
     # Call function
     result = await db.get_store_agent_details("creator", "test-agent")
@@ -133,7 +134,7 @@ async def test_get_store_creator(mocker):
 
     # Mock prisma call
     mock_creator = mocker.patch("prisma.models.Creator.prisma")
-    mock_creator.return_value.find_unique = mocker.AsyncMock()
+    mock_creator.return_value.find_unique = AsyncMock()
     # Configure the mock to return values that will pass validation
     mock_creator.return_value.find_unique.return_value = mock_creator_data
 
@@ -189,6 +190,7 @@ async def test_create_store_submission(mocker):
         notifyOnAgentApproved=True,
         notifyOnAgentRejected=True,
         timezone="Europe/Delft",
+        subscriptionTier=prisma.enums.SubscriptionTier.BASIC,  # type: ignore[reportCallIssue,reportAttributeAccessIssue]
     )
     mock_agent = prisma.models.AgentGraph(
         id="agent-id",
@@ -235,23 +237,23 @@ async def test_create_store_submission(mocker):
 
     # Mock prisma calls
     mock_agent_graph = mocker.patch("prisma.models.AgentGraph.prisma")
-    mock_agent_graph.return_value.find_first = mocker.AsyncMock(return_value=mock_agent)
+    mock_agent_graph.return_value.find_first = AsyncMock(return_value=mock_agent)
 
     # Mock transaction context manager
     mock_tx = mocker.MagicMock()
     mocker.patch(
         "backend.api.features.store.db.transaction",
-        return_value=mocker.AsyncMock(
-            __aenter__=mocker.AsyncMock(return_value=mock_tx),
-            __aexit__=mocker.AsyncMock(return_value=False),
+        return_value=AsyncMock(
+            __aenter__=AsyncMock(return_value=mock_tx),
+            __aexit__=AsyncMock(return_value=False),
         ),
     )
 
     mock_sl = mocker.patch("prisma.models.StoreListing.prisma")
-    mock_sl.return_value.find_unique = mocker.AsyncMock(return_value=None)
+    mock_sl.return_value.find_unique = AsyncMock(return_value=None)
 
     mock_slv = mocker.patch("prisma.models.StoreListingVersion.prisma")
-    mock_slv.return_value.create = mocker.AsyncMock(return_value=mock_version)
+    mock_slv.return_value.create = AsyncMock(return_value=mock_version)
 
     # Call function
     result = await db.create_store_submission(
@@ -291,10 +293,8 @@ async def test_update_profile(mocker):
 
     # Mock prisma calls
     mock_profile_db = mocker.patch("prisma.models.Profile.prisma")
-    mock_profile_db.return_value.find_first = mocker.AsyncMock(
-        return_value=mock_profile
-    )
-    mock_profile_db.return_value.update = mocker.AsyncMock(return_value=mock_profile)
+    mock_profile_db.return_value.find_first = AsyncMock(return_value=mock_profile)
+    mock_profile_db.return_value.update = AsyncMock(return_value=mock_profile)
 
     # Test data
     profile = Profile(
@@ -335,9 +335,7 @@ async def test_get_user_profile(mocker):
 
     # Mock prisma calls
     mock_profile_db = mocker.patch("prisma.models.Profile.prisma")
-    mock_profile_db.return_value.find_first = mocker.AsyncMock(
-        return_value=mock_profile
-    )
+    mock_profile_db.return_value.find_first = AsyncMock(return_value=mock_profile)
 
     # Call function
     result = await db.get_user_profile("user-id")
@@ -395,3 +393,38 @@ async def test_get_store_agents_search_category_array_injection():
     # Verify the query executed without error
     # Category should be parameterized, preventing SQL injection
     assert isinstance(result.agents, list)
+
+
+@pytest.mark.asyncio(loop_scope="session")
+async def test_get_store_creators_only_returns_approved(mocker):
+    mock_creators = [
+        prisma.models.Creator(
+            name="Creator One",
+            username="creator1",
+            description="desc",
+            links=["link1"],
+            avatar_url="avatar.jpg",
+            num_agents=1,
+            agent_rating=4.5,
+            agent_runs=10,
+            top_categories=["test"],
+            is_featured=False,
+        )
+    ]
+
+    mock_creator = mocker.patch("prisma.models.Creator.prisma")
+    mock_creator.return_value.find_many = AsyncMock(return_value=mock_creators)
+    mock_creator.return_value.count = AsyncMock(return_value=1)
+
+    result = await db.get_store_creators()
+
+    assert len(result.creators) == 1
+    assert result.creators[0].username == "creator1"
+
+    mock_creator.return_value.find_many.assert_called_once()
+    mock_creator.return_value.count.assert_called_once()
+
+    _, find_kwargs = mock_creator.return_value.find_many.call_args
+    _, count_kwargs = mock_creator.return_value.count.call_args
+    assert find_kwargs["where"]["num_agents"] == {"gt": 0}
+    assert count_kwargs["where"]["num_agents"] == {"gt": 0}

autogpt_platform/backend/backend/api/features/v1.py

@@ -5,7 +5,8 @@ import time
 import uuid
 from collections import defaultdict
 from datetime import datetime, timezone
-from typing import Annotated, Any, Sequence, get_args
+from typing import Annotated, Any, Literal, Sequence, cast, get_args
+from urllib.parse import urlparse
 
 import pydantic
 import stripe
@@ -24,10 +25,12 @@ from fastapi import (
     UploadFile,
 )
 from fastapi.concurrency import run_in_threadpool
-from pydantic import BaseModel
+from prisma.enums import SubscriptionTier
+from pydantic import BaseModel, Field
 from starlette.status import HTTP_204_NO_CONTENT, HTTP_404_NOT_FOUND
 from typing_extensions import Optional, TypedDict
 
+from backend.api.features.workspace.routes import create_file_download_response
 from backend.api.model import (
     CreateAPIKeyRequest,
     CreateAPIKeyResponse,
@@ -41,18 +44,33 @@ from backend.api.model import (
     UploadFileResponse,
 )
 from backend.blocks import get_block, get_blocks
+from backend.copilot.rate_limit import get_tier_multipliers
 from backend.data import execution as execution_db
 from backend.data import graph as graph_db
 from backend.data.auth import api_key as api_key_db
 from backend.data.block import BlockInput, CompletedBlockOutput
 from backend.data.credit import (
     AutoTopUpConfig,
+    PendingChangeUnknown,
     RefundRequest,
     TransactionHistory,
     UserCredit,
+    cancel_stripe_subscription,
+    create_subscription_checkout,
+    get_active_subscription_period_end,
     get_auto_top_up,
+    get_pending_subscription_change,
+    get_proration_credit_cents,
+    get_subscription_price_id,
     get_user_credit_model,
+    handle_subscription_payment_failure,
+    handle_subscription_payment_success,
+    modify_stripe_subscription_for_tier,
+    release_pending_subscription_schedule,
     set_auto_top_up,
+    set_subscription_tier,
+    sync_subscription_from_stripe,
+    sync_subscription_schedule_from_stripe,
 )
 from backend.data.graph import GraphSettings
 from backend.data.model import CredentialsMetaInput, UserOnboarding
@@ -63,12 +81,17 @@ from backend.data.onboarding import (
     UserOnboardingUpdate,
     complete_onboarding_step,
     complete_re_run_agent,
+    format_onboarding_for_extraction,
     get_recommended_agents,
     get_user_onboarding,
-    onboarding_enabled,
     reset_user_onboarding,
     update_user_onboarding,
 )
+from backend.data.tally import extract_business_understanding
+from backend.data.understanding import (
+    BusinessUnderstandingInput,
+    upsert_business_understanding,
+)
 from backend.data.user import (
     get_or_create_user,
     get_user_by_id,
@@ -77,6 +100,7 @@ from backend.data.user import (
     update_user_notification_preference,
     update_user_timezone,
 )
+from backend.data.workspace import get_workspace_file_by_id
 from backend.executor import scheduler
 from backend.executor import utils as execution_utils
 from backend.integrations.webhooks.graph_lifecycle_hooks import (
@@ -282,35 +306,33 @@ async def get_onboarding_agents(
     return await get_recommended_agents(user_id)
 
 
-class OnboardingStatusResponse(pydantic.BaseModel):
-    """Response for onboarding status check."""
+class OnboardingProfileRequest(pydantic.BaseModel):
+    """Request body for onboarding profile submission."""
 
-    is_onboarding_enabled: bool
-    is_chat_enabled: bool
+    user_name: str = pydantic.Field(min_length=1, max_length=100)
+    user_role: str = pydantic.Field(min_length=1, max_length=100)
+    pain_points: list[str] = pydantic.Field(default_factory=list, max_length=20)
+
+
+class OnboardingStatusResponse(pydantic.BaseModel):
+    """Response for onboarding completion check."""
+
+    is_completed: bool
 
 
 @v1_router.get(
-    "/onboarding/enabled",
-    summary="Is onboarding enabled",
+    "/onboarding/completed",
+    summary="Check if onboarding is completed",
     tags=["onboarding", "public"],
     response_model=OnboardingStatusResponse,
+    dependencies=[Security(requires_user)],
 )
-async def is_onboarding_enabled(
+async def is_onboarding_completed(
     user_id: Annotated[str, Security(get_user_id)],
 ) -> OnboardingStatusResponse:
-    # Check if chat is enabled for user
-    is_chat_enabled = await is_feature_enabled(Flag.CHAT, user_id, False)
-
-    # If chat is enabled, skip legacy onboarding
-    if is_chat_enabled:
-        return OnboardingStatusResponse(
-            is_onboarding_enabled=False,
-            is_chat_enabled=True,
-        )
-
+    user_onboarding = await get_user_onboarding(user_id)
     return OnboardingStatusResponse(
-        is_onboarding_enabled=await onboarding_enabled(),
-        is_chat_enabled=False,
+        is_completed=OnboardingStep.VISIT_COPILOT in user_onboarding.completedSteps,
     )
 
 
@@ -325,6 +347,38 @@ async def reset_onboarding(user_id: Annotated[str, Security(get_user_id)]):
     return await reset_user_onboarding(user_id)
 
 
+@v1_router.post(
+    "/onboarding/profile",
+    summary="Submit onboarding profile",
+    tags=["onboarding"],
+    dependencies=[Security(requires_user)],
+)
+async def submit_onboarding_profile(
+    data: OnboardingProfileRequest,
+    user_id: Annotated[str, Security(get_user_id)],
+):
+    formatted = format_onboarding_for_extraction(
+        user_name=data.user_name,
+        user_role=data.user_role,
+        pain_points=data.pain_points,
+    )
+
+    try:
+        understanding_input = await extract_business_understanding(formatted)
+    except Exception:
+        understanding_input = BusinessUnderstandingInput.model_construct()
+
+    # Ensure the direct fields are set even if LLM missed them
+    understanding_input.user_name = data.user_name
+    understanding_input.user_role = data.user_role
+    if not understanding_input.pain_points:
+        understanding_input.pain_points = data.pain_points
+
+    await upsert_business_understanding(user_id, understanding_input)
+
+    return {"status": "ok"}
+
+
 ########################################################
 ##################### Blocks ###########################
 ########################################################
@@ -626,9 +680,12 @@ async def configure_user_auto_top_up(
             raise HTTPException(status_code=422, detail=str(e))
         raise
 
-    await set_auto_top_up(
-        user_id, AutoTopUpConfig(threshold=request.threshold, amount=request.amount)
-    )
+    try:
+        await set_auto_top_up(
+            user_id, AutoTopUpConfig(threshold=request.threshold, amount=request.amount)
+        )
+    except ValueError as e:
+        raise HTTPException(status_code=422, detail=str(e))
     return "Auto top-up settings updated"
 
 
@@ -644,41 +701,500 @@ async def get_user_auto_top_up(
     return await get_auto_top_up(user_id)
 
 
+class SubscriptionTierRequest(BaseModel):
+    tier: Literal["NO_TIER", "BASIC", "PRO", "MAX", "BUSINESS"]
+    success_url: str = ""
+    cancel_url: str = ""
+
+
+class SubscriptionStatusResponse(BaseModel):
+    tier: Literal["NO_TIER", "BASIC", "PRO", "MAX", "BUSINESS", "ENTERPRISE"]
+    monthly_cost: int  # amount in cents (Stripe convention)
+    tier_costs: dict[str, int]  # tier name -> amount in cents
+    tier_multipliers: dict[str, float] = Field(
+        default_factory=dict,
+        description=(
+            "Tier → rate-limit multiplier. Covers the same tiers listed in"
+            " ``tier_costs`` so the frontend can render rate-limit badges"
+            " relative to the lowest visible tier without knowing backend"
+            " defaults."
+        ),
+    )
+    proration_credit_cents: int  # unused portion of current sub to convert on upgrade
+    has_active_stripe_subscription: bool = Field(
+        default=False,
+        description=(
+            "True when the user has an active/trialing Stripe subscription. The"
+            " frontend uses this to branch upgrade UX: modify-in-place + saved-card"
+            " auto-charge when True, redirect to Stripe Checkout when False."
+        ),
+    )
+    current_period_end: Optional[int] = Field(
+        default=None,
+        description=(
+            "Unix timestamp of the active subscription's current_period_end. Used"
+            " to show the date Stripe will issue the next invoice (with prorated"
+            " upgrade charges, if any). None when no active sub."
+        ),
+    )
+    pending_tier: Optional[Literal["NO_TIER", "BASIC", "PRO", "MAX", "BUSINESS"]] = None
+    pending_tier_effective_at: Optional[datetime] = None
+    url: str = Field(
+        default="",
+        description=(
+            "Populated only when POST /credits/subscription starts a Stripe Checkout"
+            " Session (BASIC → paid upgrade). Empty string in all other branches —"
+            " the client redirects to this URL when non-empty."
+        ),
+    )
+
+
+def _validate_checkout_redirect_url(url: str) -> bool:
+    """Return True if `url` matches the configured frontend origin.
+
+    Prevents open-redirect: attackers must not be able to supply arbitrary
+    success_url/cancel_url that Stripe will redirect users to after checkout.
+
+    Pre-parse rejection rules (applied before urlparse):
+    - Backslashes (``\\``) are normalised differently across parsers/browsers.
+    - Control characters (U+0000–U+001F) are not valid in URLs and may confuse
+      some URL-parsing implementations.
+    """
+    # Reject characters that can confuse URL parsers before any parsing.
+    if "\\" in url:
+        return False
+    if any(ord(c) < 0x20 for c in url):
+        return False
+
+    allowed = settings.config.frontend_base_url or settings.config.platform_base_url
+    if not allowed:
+        # No configured origin — refuse to validate rather than allow arbitrary URLs.
+        return False
+    try:
+        parsed = urlparse(url)
+        allowed_parsed = urlparse(allowed)
+    except ValueError:
+        return False
+    if parsed.scheme not in ("http", "https"):
+        return False
+    # Reject ``user:pass@host`` authority tricks — ``@`` in the netloc component
+    # can trick browsers into connecting to a different host than displayed.
+    # ``@`` in query/fragment is harmless and must be allowed.
+    if "@" in parsed.netloc:
+        return False
+    return (
+        parsed.scheme == allowed_parsed.scheme
+        and parsed.netloc == allowed_parsed.netloc
+    )
+
+
+@cached(ttl_seconds=300, maxsize=32, cache_none=False)
+async def _get_stripe_price_amount(price_id: str) -> int | None:
+    """Return the unit_amount (cents) for a Stripe Price ID, cached for 5 minutes.
+
+    Returns ``None`` on transient Stripe errors. ``cache_none=False`` opts out
+    of caching the ``None`` sentinel so the next request retries Stripe instead
+    of being served a stale "no price" for the rest of the TTL window. Callers
+    should treat ``None`` as an unknown price and fall back to 0.
+
+    Stripe prices rarely change; caching avoids a ~200-600 ms Stripe round-trip on
+    every GET /credits/subscription page load and reduces quota consumption.
+    """
+    try:
+        price = await run_in_threadpool(stripe.Price.retrieve, price_id)
+        return price.unit_amount or 0
+    except stripe.StripeError:
+        logger.warning(
+            "Failed to retrieve Stripe price %s — returning None (not cached)",
+            price_id,
+        )
+        return None
+
+
+@v1_router.get(
+    path="/credits/subscription",
+    summary="Get subscription tier, current cost, and all tier costs",
+    operation_id="getSubscriptionStatus",
+    tags=["credits"],
+    dependencies=[Security(requires_user)],
+)
+async def get_subscription_status(
+    user_id: Annotated[str, Security(get_user_id)],
+) -> SubscriptionStatusResponse:
+    user = await get_user_by_id(user_id)
+    tier = user.subscription_tier or SubscriptionTier.NO_TIER
+
+    # Tiers that *can* have a Stripe price configured (and therefore appear
+    # in the tier picker if the LD flag exposes a price-id). NO_TIER is not
+    # priceable — it's the implicit "no active subscription" state.
+    priceable_tiers = [
+        SubscriptionTier.BASIC,
+        SubscriptionTier.PRO,
+        SubscriptionTier.MAX,
+        SubscriptionTier.BUSINESS,
+    ]
+    price_ids = await asyncio.gather(
+        *[get_subscription_price_id(t) for t in priceable_tiers]
+    )
+
+    async def _cost(pid: str | None) -> int:
+        return (await _get_stripe_price_amount(pid) or 0) if pid else 0
+
+    costs = await asyncio.gather(*[_cost(pid) for pid in price_ids])
+
+    tier_costs: dict[str, int] = {}
+    for t, pid, cost in zip(priceable_tiers, price_ids, costs):
+        if pid:
+            tier_costs[t.value] = cost
+
+    # Expose the effective rate-limit multipliers alongside prices so the
+    # frontend can render "Nx rate limits" relative to the lowest visible
+    # tier without hard-coding backend defaults.  Only emit entries for tiers
+    # that land in ``tier_costs`` — rows hidden at the price layer must stay
+    # hidden in the multiplier layer too.
+    multipliers = await get_tier_multipliers()
+    tier_multipliers: dict[str, float] = {
+        t.value: multipliers.get(t, 1.0)
+        for t in priceable_tiers
+        if t.value in tier_costs
+    }
+
+    current_monthly_cost = tier_costs.get(tier.value, 0)
+    proration_credit, current_period_end = await asyncio.gather(
+        get_proration_credit_cents(user_id, current_monthly_cost),
+        get_active_subscription_period_end(user_id),
+    )
+
+    try:
+        pending = await get_pending_subscription_change(user_id)
+    except (stripe.StripeError, PendingChangeUnknown):
+        # Swallow Stripe-side failures (rate limits, transient network) AND
+        # PendingChangeUnknown (LaunchDarkly price-id lookup failed). Both
+        # propagate past the cache so the next request retries fresh instead
+        # of serving a stale None for the TTL window. Let real bugs (KeyError,
+        # AttributeError, etc.) propagate so they surface in Sentry.
+        logger.exception(
+            "get_subscription_status: failed to resolve pending change for user %s",
+            user_id,
+        )
+        pending = None
+
+    response = SubscriptionStatusResponse(
+        tier=tier.value,
+        monthly_cost=current_monthly_cost,
+        tier_costs=tier_costs,
+        tier_multipliers=tier_multipliers,
+        proration_credit_cents=proration_credit,
+        has_active_stripe_subscription=current_period_end is not None,
+        current_period_end=current_period_end,
+    )
+    if pending is not None:
+        pending_tier_enum, pending_effective_at = pending
+        if pending_tier_enum in (
+            SubscriptionTier.NO_TIER,
+            SubscriptionTier.BASIC,
+            SubscriptionTier.PRO,
+            SubscriptionTier.MAX,
+            SubscriptionTier.BUSINESS,
+        ):
+            response.pending_tier = pending_tier_enum.value
+            response.pending_tier_effective_at = pending_effective_at
+    return response
+
+
+@v1_router.post(
+    path="/credits/subscription",
+    summary="Update subscription tier or start a Stripe Checkout session",
+    operation_id="updateSubscriptionTier",
+    tags=["credits"],
+    dependencies=[Security(requires_user)],
+)
+async def update_subscription_tier(
+    request: SubscriptionTierRequest,
+    user_id: Annotated[str, Security(get_user_id)],
+) -> SubscriptionStatusResponse:
+    # Pydantic validates tier is one of BASIC/PRO/MAX/BUSINESS via Literal type.
+    tier = SubscriptionTier(request.tier)
+
+    # ENTERPRISE tier is admin-managed — block self-service changes from ENTERPRISE users.
+    user = await get_user_by_id(user_id)
+    if (
+        user.subscription_tier or SubscriptionTier.NO_TIER
+    ) == SubscriptionTier.ENTERPRISE:
+        raise HTTPException(
+            status_code=403,
+            detail="ENTERPRISE subscription changes must be managed by an administrator",
+        )
+
+    # Same-tier request = "stay on my current tier" = cancel any pending
+    # scheduled change (paid→paid downgrade or paid→BASIC cancel). This is the
+    # collapsed behaviour that replaces the old /credits/subscription/cancel-pending
+    # route. Safe when no pending change exists: release_pending_subscription_schedule
+    # returns False and we simply return the current status.
+    if (user.subscription_tier or SubscriptionTier.NO_TIER) == tier:
+        try:
+            await release_pending_subscription_schedule(user_id)
+        except stripe.StripeError as e:
+            logger.exception(
+                "Stripe error releasing pending subscription change for user %s: %s",
+                user_id,
+                e,
+            )
+            raise HTTPException(
+                status_code=502,
+                detail=(
+                    "Unable to cancel the pending subscription change right now. "
+                    "Please try again or contact support."
+                ),
+            )
+        return await get_subscription_status(user_id)
+
+    payment_enabled = await is_feature_enabled(
+        Flag.ENABLE_PLATFORM_PAYMENT, user_id, default=False
+    )
+
+    target_price_id = await get_subscription_price_id(tier)
+
+    # Cancel: target NO_TIER. Schedule Stripe cancellation at period end;
+    # cancel_at_period_end=True lets the webhook flip the DB tier. No active
+    # sub (admin-granted or never-paid) or payment disabled → DB flip.
+    # NO_TIER is never priceable, so this branch always fires for cancel
+    # requests regardless of LD config.
+    if tier == SubscriptionTier.NO_TIER:
+        if payment_enabled:
+            try:
+                had_subscription = await cancel_stripe_subscription(user_id)
+            except stripe.StripeError as e:
+                logger.exception(
+                    "Stripe error cancelling subscription for user %s: %s",
+                    user_id,
+                    e,
+                )
+                raise HTTPException(
+                    status_code=502,
+                    detail=(
+                        "Unable to cancel your subscription right now. "
+                        "Please try again or contact support."
+                    ),
+                )
+            if not had_subscription:
+                await set_subscription_tier(user_id, tier)
+            return await get_subscription_status(user_id)
+        await set_subscription_tier(user_id, tier)
+        return await get_subscription_status(user_id)
+
+    if not payment_enabled:
+        raise HTTPException(
+            status_code=422,
+            detail=f"Subscription not available for tier {tier.value}",
+        )
+
+    # Target has no LD price — not provisionable (matches the GET hiding).
+    if target_price_id is None:
+        raise HTTPException(
+            status_code=422,
+            detail=f"Subscription not available for tier {tier.value}",
+        )
+
+    # Modify in place if there's a sub; else fall through to Checkout below.
+    try:
+        modified = await modify_stripe_subscription_for_tier(user_id, tier)
+        if modified:
+            return await get_subscription_status(user_id)
+    except ValueError as e:
+        raise HTTPException(status_code=422, detail=str(e))
+    except stripe.InvalidRequestError as e:
+        # Stripe rejects schedule modify when phases mix currencies, e.g. the
+        # active sub was checked out in GBP but the target tier's Price is
+        # USD-only. 502 reads as outage; surface a 422 with a specific message
+        # so the user/admin can see what to fix in Stripe.
+        msg = str(e)
+        if "currency" in msg.lower():
+            logger.warning(
+                "Currency mismatch on tier change for user %s: %s", user_id, msg
+            )
+            raise HTTPException(
+                status_code=422,
+                detail=(
+                    "Tier change unavailable for your current billing currency."
+                    " Please contact support — the target tier needs to be"
+                    " configured for your currency in Stripe before this"
+                    " change can go through."
+                ),
+            )
+        logger.exception(
+            "Stripe error modifying subscription for user %s: %s", user_id, e
+        )
+        raise HTTPException(
+            status_code=502,
+            detail=(
+                "Unable to update your subscription right now. "
+                "Please try again or contact support."
+            ),
+        )
+    except stripe.StripeError as e:
+        logger.exception(
+            "Stripe error modifying subscription for user %s: %s", user_id, e
+        )
+        raise HTTPException(
+            status_code=502,
+            detail=(
+                "Unable to update your subscription right now. "
+                "Please try again or contact support."
+            ),
+        )
+
+    # No active Stripe subscription → create Stripe Checkout Session.
+    if not request.success_url or not request.cancel_url:
+        raise HTTPException(
+            status_code=422,
+            detail="success_url and cancel_url are required for paid tier upgrades",
+        )
+    # Open-redirect protection: both URLs must point to the configured frontend
+    # origin, otherwise an attacker could use our Stripe integration as a
+    # redirector to arbitrary phishing sites.
+    #
+    # Fail early with a clear 503 if the server is misconfigured (neither
+    # frontend_base_url nor platform_base_url set), so operators get an
+    # actionable error instead of the misleading "must match the platform
+    # frontend origin" 422 that _validate_checkout_redirect_url would otherwise
+    # produce when `allowed` is empty.
+    if not (settings.config.frontend_base_url or settings.config.platform_base_url):
+        logger.error(
+            "update_subscription_tier: neither frontend_base_url nor "
+            "platform_base_url is configured; cannot validate checkout redirect URLs"
+        )
+        raise HTTPException(
+            status_code=503,
+            detail=(
+                "Payment redirect URLs cannot be validated: "
+                "frontend_base_url or platform_base_url must be set on the server."
+            ),
+        )
+    if not _validate_checkout_redirect_url(
+        request.success_url
+    ) or not _validate_checkout_redirect_url(request.cancel_url):
+        raise HTTPException(
+            status_code=422,
+            detail="success_url and cancel_url must match the platform frontend origin",
+        )
+    try:
+        url = await create_subscription_checkout(
+            user_id=user_id,
+            tier=tier,
+            success_url=request.success_url,
+            cancel_url=request.cancel_url,
+        )
+    except ValueError as e:
+        raise HTTPException(status_code=422, detail=str(e))
+    except stripe.StripeError as e:
+        logger.exception(
+            "Stripe error creating checkout session for user %s: %s", user_id, e
+        )
+        raise HTTPException(
+            status_code=502,
+            detail=(
+                "Unable to start checkout right now. "
+                "Please try again or contact support."
+            ),
+        )
+
+    status = await get_subscription_status(user_id)
+    status.url = url
+    return status
+
+
 @v1_router.post(
     path="/credits/stripe_webhook", summary="Handle Stripe webhooks", tags=["credits"]
 )
 async def stripe_webhook(request: Request):
+    webhook_secret = settings.secrets.stripe_webhook_secret
+    if not webhook_secret:
+        # Guard: an empty secret allows HMAC forgery (attacker can compute a valid
+        # signature over the same empty key). Reject all webhook calls when unconfigured.
+        logger.error(
+            "stripe_webhook: STRIPE_WEBHOOK_SECRET is not configured — "
+            "rejecting request to prevent signature bypass"
+        )
+        raise HTTPException(status_code=503, detail="Webhook not configured")
+
     # Get the raw request body
     payload = await request.body()
     # Get the signature header
     sig_header = request.headers.get("stripe-signature")
 
     try:
-        event = stripe.Webhook.construct_event(
-            payload, sig_header, settings.secrets.stripe_webhook_secret
-        )
-    except ValueError as e:
+        event = stripe.Webhook.construct_event(payload, sig_header, webhook_secret)
+    except ValueError:
         # Invalid payload
-        raise HTTPException(
-            status_code=400, detail=f"Invalid payload: {str(e) or type(e).__name__}"
-        )
-    except stripe.SignatureVerificationError as e:
+        raise HTTPException(status_code=400, detail="Invalid payload")
+    except stripe.SignatureVerificationError:
         # Invalid signature
-        raise HTTPException(
-            status_code=400, detail=f"Invalid signature: {str(e) or type(e).__name__}"
+        raise HTTPException(status_code=400, detail="Invalid signature")
+
+    # Defensive payload extraction. A malformed payload (missing/non-dict
+    # `data.object`, missing `id`) would otherwise raise KeyError/TypeError
+    # AFTER signature verification — which Stripe interprets as a delivery
+    # failure and retries forever, while spamming Sentry with no useful info.
+    # Acknowledge with 200 and a warning so Stripe stops retrying.
+    event_type = event.get("type", "")
+    event_data = event.get("data") or {}
+    data_object = event_data.get("object") if isinstance(event_data, dict) else None
+    if not isinstance(data_object, dict):
+        logger.warning(
+            "stripe_webhook: %s missing or non-dict data.object; ignoring",
+            event_type,
         )
+        return Response(status_code=200)
 
-    if (
-        event["type"] == "checkout.session.completed"
-        or event["type"] == "checkout.session.async_payment_succeeded"
+    if event_type in (
+        "checkout.session.completed",
+        "checkout.session.async_payment_succeeded",
     ):
-        await UserCredit().fulfill_checkout(session_id=event["data"]["object"]["id"])
+        session_id = data_object.get("id")
+        if not session_id:
+            logger.warning(
+                "stripe_webhook: %s missing data.object.id; ignoring", event_type
+            )
+            return Response(status_code=200)
+        await UserCredit().fulfill_checkout(session_id=session_id)
 
-    if event["type"] == "charge.dispute.created":
-        await UserCredit().handle_dispute(event["data"]["object"])
+    if event_type in (
+        "customer.subscription.created",
+        "customer.subscription.updated",
+        "customer.subscription.deleted",
+    ):
+        await sync_subscription_from_stripe(data_object)
 
-    if event["type"] == "refund.created" or event["type"] == "charge.dispute.closed":
-        await UserCredit().deduct_credits(event["data"]["object"])
+    # `subscription_schedule.updated` is deliberately omitted: our own
+    # `SubscriptionSchedule.create` + `.modify` calls in
+    # `_schedule_downgrade_at_period_end` would fire that event right back at us
+    # and loop redundant traffic through this handler. We only care about state
+    # transitions (released / completed); phase advance to the new price is
+    # already covered by `customer.subscription.updated`.
+    if event_type in (
+        "subscription_schedule.released",
+        "subscription_schedule.completed",
+    ):
+        await sync_subscription_schedule_from_stripe(data_object)
+
+    if event_type == "invoice.payment_succeeded":
+        await handle_subscription_payment_success(data_object)
+
+    if event_type == "invoice.payment_failed":
+        await handle_subscription_payment_failure(data_object)
+
+    # `handle_dispute` and `deduct_credits` expect Stripe SDK typed objects
+    # (Dispute/Refund). The Stripe webhook payload's `data.object` is a
+    # StripeObject (a dict subclass) carrying that runtime shape, so we cast
+    # to satisfy the type checker without changing runtime behaviour.
+    if event_type == "charge.dispute.created":
+        await UserCredit().handle_dispute(cast(stripe.Dispute, data_object))
+
+    if event_type == "refund.created" or event_type == "charge.dispute.closed":
+        await UserCredit().deduct_credits(
+            cast("stripe.Refund | stripe.Dispute", data_object)
+        )
 
     return Response(status_code=200)
 
@@ -1262,6 +1778,10 @@ async def enable_execution_sharing(
     # Generate a unique share token
     share_token = str(uuid.uuid4())
 
+    # Remove stale allowlist records before updating the token — prevents a
+    # window where old records + new token could coexist.
+    await execution_db.delete_shared_execution_files(execution_id=graph_exec_id)
+
     # Update the execution with share info
     await execution_db.update_graph_execution_share_status(
         execution_id=graph_exec_id,
@@ -1271,6 +1791,14 @@ async def enable_execution_sharing(
         shared_at=datetime.now(timezone.utc),
     )
 
+    # Create allowlist of workspace files referenced in outputs
+    await execution_db.create_shared_execution_files(
+        execution_id=graph_exec_id,
+        share_token=share_token,
+        user_id=user_id,
+        outputs=execution.outputs,
+    )
+
     # Return the share URL
     frontend_url = settings.config.frontend_base_url or "http://localhost:3000"
     share_url = f"{frontend_url}/share/{share_token}"
@@ -1296,6 +1824,9 @@ async def disable_execution_sharing(
     if not execution:
         raise HTTPException(status_code=404, detail="Execution not found")
 
+    # Remove shared file allowlist records
+    await execution_db.delete_shared_execution_files(execution_id=graph_exec_id)
+
     # Remove share info
     await execution_db.update_graph_execution_share_status(
         execution_id=graph_exec_id,
@@ -1321,6 +1852,43 @@ async def get_shared_execution(
     return execution
 
 
+@v1_router.get(
+    "/public/shared/{share_token}/files/{file_id}/download",
+    summary="Download a file from a shared execution",
+    operation_id="download_shared_file",
+    tags=["graphs"],
+)
+async def download_shared_file(
+    share_token: Annotated[
+        str,
+        Path(pattern=r"^[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}$"),
+    ],
+    file_id: Annotated[
+        str,
+        Path(pattern=r"^[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}$"),
+    ],
+) -> Response:
+    """Download a workspace file from a shared execution (no auth required).
+
+    Validates that the file was explicitly exposed when sharing was enabled.
+    Returns a uniform 404 for all failure modes to prevent enumeration attacks.
+    """
+    # Single-query validation against the allowlist
+    execution_id = await execution_db.get_shared_execution_file(
+        share_token=share_token, file_id=file_id
+    )
+    if not execution_id:
+        raise HTTPException(status_code=404, detail="Not found")
+
+    # Look up the actual file (no workspace scoping needed — the allowlist
+    # already validated that this file belongs to the shared execution)
+    file = await get_workspace_file_by_id(file_id)
+    if not file:
+        raise HTTPException(status_code=404, detail="Not found")
+
+    return await create_file_download_response(file, inline=True)
+
+
 ########################################################
 ##################### Schedules ########################
 ########################################################

autogpt_platform/backend/backend/api/features/v1_share_test.py

@@ -0,0 +1,157 @@
+"""Tests for the public shared file download endpoint."""
+
+from datetime import datetime, timezone
+from unittest.mock import AsyncMock, patch
+
+import pytest
+from fastapi import FastAPI
+from fastapi.testclient import TestClient
+from starlette.responses import Response
+
+from backend.api.features.v1 import v1_router
+from backend.data.workspace import WorkspaceFile
+
+app = FastAPI()
+app.include_router(v1_router, prefix="/api")
+
+VALID_TOKEN = "550e8400-e29b-41d4-a716-446655440000"
+VALID_FILE_ID = "6ba7b810-9dad-11d1-80b4-00c04fd430c8"
+
+
+def _make_workspace_file(**overrides) -> WorkspaceFile:
+    defaults = {
+        "id": VALID_FILE_ID,
+        "workspace_id": "ws-001",
+        "created_at": datetime(2026, 1, 1, tzinfo=timezone.utc),
+        "updated_at": datetime(2026, 1, 1, tzinfo=timezone.utc),
+        "name": "image.png",
+        "path": "/image.png",
+        "storage_path": "local://uploads/image.png",
+        "mime_type": "image/png",
+        "size_bytes": 4,
+        "checksum": None,
+        "is_deleted": False,
+        "deleted_at": None,
+        "metadata": {},
+    }
+    defaults.update(overrides)
+    return WorkspaceFile(**defaults)
+
+
+def _mock_download_response(**kwargs):
+    """Return an AsyncMock that resolves to a Response with inline disposition."""
+
+    async def _handler(file, *, inline=False):
+        return Response(
+            content=b"\x89PNG",
+            media_type="image/png",
+            headers={
+                "Content-Disposition": (
+                    'inline; filename="image.png"'
+                    if inline
+                    else 'attachment; filename="image.png"'
+                ),
+                "Content-Length": "4",
+            },
+        )
+
+    return _handler
+
+
+class TestDownloadSharedFile:
+    """Tests for GET /api/public/shared/{token}/files/{id}/download."""
+
+    @pytest.fixture(autouse=True)
+    def _client(self):
+        self.client = TestClient(app, raise_server_exceptions=False)
+
+    def test_valid_token_and_file_returns_inline_content(self):
+        with (
+            patch(
+                "backend.api.features.v1.execution_db.get_shared_execution_file",
+                new_callable=AsyncMock,
+                return_value="exec-123",
+            ),
+            patch(
+                "backend.api.features.v1.get_workspace_file_by_id",
+                new_callable=AsyncMock,
+                return_value=_make_workspace_file(),
+            ),
+            patch(
+                "backend.api.features.v1.create_file_download_response",
+                side_effect=_mock_download_response(),
+            ),
+        ):
+            response = self.client.get(
+                f"/api/public/shared/{VALID_TOKEN}/files/{VALID_FILE_ID}/download"
+            )
+
+        assert response.status_code == 200
+        assert response.content == b"\x89PNG"
+        assert "inline" in response.headers["Content-Disposition"]
+
+    def test_invalid_token_format_returns_422(self):
+        response = self.client.get(
+            f"/api/public/shared/not-a-uuid/files/{VALID_FILE_ID}/download"
+        )
+        assert response.status_code == 422
+
+    def test_token_not_in_allowlist_returns_404(self):
+        with patch(
+            "backend.api.features.v1.execution_db.get_shared_execution_file",
+            new_callable=AsyncMock,
+            return_value=None,
+        ):
+            response = self.client.get(
+                f"/api/public/shared/{VALID_TOKEN}/files/{VALID_FILE_ID}/download"
+            )
+        assert response.status_code == 404
+
+    def test_file_missing_from_workspace_returns_404(self):
+        with (
+            patch(
+                "backend.api.features.v1.execution_db.get_shared_execution_file",
+                new_callable=AsyncMock,
+                return_value="exec-123",
+            ),
+            patch(
+                "backend.api.features.v1.get_workspace_file_by_id",
+                new_callable=AsyncMock,
+                return_value=None,
+            ),
+        ):
+            response = self.client.get(
+                f"/api/public/shared/{VALID_TOKEN}/files/{VALID_FILE_ID}/download"
+            )
+        assert response.status_code == 404
+
+    def test_uniform_404_prevents_enumeration(self):
+        """Both failure modes produce identical 404 — no information leak."""
+        with patch(
+            "backend.api.features.v1.execution_db.get_shared_execution_file",
+            new_callable=AsyncMock,
+            return_value=None,
+        ):
+            resp_no_allow = self.client.get(
+                f"/api/public/shared/{VALID_TOKEN}/files/{VALID_FILE_ID}/download"
+            )
+
+        with (
+            patch(
+                "backend.api.features.v1.execution_db.get_shared_execution_file",
+                new_callable=AsyncMock,
+                return_value="exec-123",
+            ),
+            patch(
+                "backend.api.features.v1.get_workspace_file_by_id",
+                new_callable=AsyncMock,
+                return_value=None,
+            ),
+        ):
+            resp_no_file = self.client.get(
+                f"/api/public/shared/{VALID_TOKEN}/files/{VALID_FILE_ID}/download"
+            )
+
+        assert resp_no_allow.status_code == 404
+        assert resp_no_file.status_code == 404
+        assert resp_no_allow.json() == resp_no_file.json()

autogpt_platform/backend/backend/api/features/workspace/routes.py

@@ -12,7 +12,7 @@ import fastapi
 from autogpt_libs.auth.dependencies import get_user_id, requires_user
 from fastapi import Query, UploadFile
 from fastapi.responses import Response
-from pydantic import BaseModel
+from pydantic import BaseModel, Field
 
 from backend.data.workspace import (
     WorkspaceFile,
@@ -29,7 +29,9 @@ from backend.util.workspace import WorkspaceManager
 from backend.util.workspace_storage import get_workspace_storage
 
 
-def _sanitize_filename_for_header(filename: str) -> str:
+def _sanitize_filename_for_header(
+    filename: str, disposition: str = "attachment"
+) -> str:
     """
     Sanitize filename for Content-Disposition header to prevent header injection.
 
@@ -44,11 +46,11 @@ def _sanitize_filename_for_header(filename: str) -> str:
     # Check if filename has non-ASCII characters
     try:
         sanitized.encode("ascii")
-        return f'attachment; filename="{sanitized}"'
+        return f'{disposition}; filename="{sanitized}"'
     except UnicodeEncodeError:
         # Use RFC5987 encoding for UTF-8 filenames
         encoded = quote(sanitized, safe="")
-        return f"attachment; filename*=UTF-8''{encoded}"
+        return f"{disposition}; filename*=UTF-8''{encoded}"
 
 
 logger = logging.getLogger(__name__)
@@ -58,19 +60,26 @@ router = fastapi.APIRouter(
 )
 
 
-def _create_streaming_response(content: bytes, file: WorkspaceFile) -> Response:
+def _create_streaming_response(
+    content: bytes, file: WorkspaceFile, *, inline: bool = False
+) -> Response:
     """Create a streaming response for file content."""
+    disposition = _sanitize_filename_for_header(
+        file.name, disposition="inline" if inline else "attachment"
+    )
     return Response(
         content=content,
         media_type=file.mime_type,
         headers={
-            "Content-Disposition": _sanitize_filename_for_header(file.name),
+            "Content-Disposition": disposition,
             "Content-Length": str(len(content)),
         },
     )
 
 
-async def _create_file_download_response(file: WorkspaceFile) -> Response:
+async def create_file_download_response(
+    file: WorkspaceFile, *, inline: bool = False
+) -> Response:
     """
     Create a download response for a workspace file.
 
@@ -82,7 +91,7 @@ async def _create_file_download_response(file: WorkspaceFile) -> Response:
     # For local storage, stream the file directly
     if file.storage_path.startswith("local://"):
         content = await storage.retrieve(file.storage_path)
-        return _create_streaming_response(content, file)
+        return _create_streaming_response(content, file, inline=inline)
 
     # For GCS, try to redirect to signed URL, fall back to streaming
     try:
@@ -90,7 +99,7 @@ async def _create_file_download_response(file: WorkspaceFile) -> Response:
         # If we got back an API path (fallback), stream directly instead
         if url.startswith("/api/"):
             content = await storage.retrieve(file.storage_path)
-            return _create_streaming_response(content, file)
+            return _create_streaming_response(content, file, inline=inline)
         return fastapi.responses.RedirectResponse(url=url, status_code=302)
     except Exception as e:
         # Log the signed URL failure with context
@@ -102,7 +111,7 @@ async def _create_file_download_response(file: WorkspaceFile) -> Response:
         # Fall back to streaming directly from GCS
         try:
             content = await storage.retrieve(file.storage_path)
-            return _create_streaming_response(content, file)
+            return _create_streaming_response(content, file, inline=inline)
         except Exception as fallback_error:
             logger.error(
                 f"Fallback streaming also failed for file {file.id} "
@@ -131,9 +140,26 @@ class StorageUsageResponse(BaseModel):
     file_count: int
 
 
+class WorkspaceFileItem(BaseModel):
+    id: str
+    name: str
+    path: str
+    mime_type: str
+    size_bytes: int
+    metadata: dict = Field(default_factory=dict)
+    created_at: str
+
+
+class ListFilesResponse(BaseModel):
+    files: list[WorkspaceFileItem]
+    offset: int = 0
+    has_more: bool = False
+
+
 @router.get(
     "/files/{file_id}/download",
     summary="Download file by ID",
+    operation_id="getWorkspaceDownloadFileById",
 )
 async def download_file(
     user_id: Annotated[str, fastapi.Security(get_user_id)],
@@ -152,12 +178,13 @@ async def download_file(
     if file is None:
         raise fastapi.HTTPException(status_code=404, detail="File not found")
 
-    return await _create_file_download_response(file)
+    return await create_file_download_response(file)
 
 
 @router.delete(
     "/files/{file_id}",
     summary="Delete a workspace file",
+    operation_id="deleteWorkspaceFile",
 )
 async def delete_workspace_file(
     user_id: Annotated[str, fastapi.Security(get_user_id)],
@@ -183,6 +210,7 @@ async def delete_workspace_file(
 @router.post(
     "/files/upload",
     summary="Upload file to workspace",
+    operation_id="uploadWorkspaceFile",
 )
 async def upload_file(
     user_id: Annotated[str, fastapi.Security(get_user_id)],
@@ -196,6 +224,9 @@ async def upload_file(
     Files are stored in session-scoped paths when session_id is provided,
     so the agent's session-scoped tools can discover them automatically.
     """
+    # Empty-string session_id drops session scoping; normalize to None.
+    session_id = session_id or None
+
     config = Config()
 
     # Sanitize filename — strip any directory components
@@ -250,16 +281,27 @@ async def upload_file(
     manager = WorkspaceManager(user_id, workspace.id, session_id)
     try:
         workspace_file = await manager.write_file(
-            content, filename, overwrite=overwrite
+            content, filename, overwrite=overwrite, metadata={"origin": "user-upload"}
         )
     except ValueError as e:
-        raise fastapi.HTTPException(status_code=409, detail=str(e)) from e
+        # write_file raises ValueError for both path-conflict and size-limit
+        # cases; map each to its correct HTTP status.
+        message = str(e)
+        if message.startswith("File too large"):
+            raise fastapi.HTTPException(status_code=413, detail=message) from e
+        raise fastapi.HTTPException(status_code=409, detail=message) from e
 
     # Post-write storage check — eliminates TOCTOU race on the quota.
     # If a concurrent upload pushed us over the limit, undo this write.
     new_total = await get_workspace_total_size(workspace.id)
     if storage_limit_bytes and new_total > storage_limit_bytes:
-        await soft_delete_workspace_file(workspace_file.id, workspace.id)
+        try:
+            await soft_delete_workspace_file(workspace_file.id, workspace.id)
+        except Exception as e:
+            logger.warning(
+                f"Failed to soft-delete over-quota file {workspace_file.id} "
+                f"in workspace {workspace.id}: {e}"
+            )
         raise fastapi.HTTPException(
             status_code=413,
             detail={
@@ -281,6 +323,7 @@ async def upload_file(
 @router.get(
     "/storage/usage",
     summary="Get workspace storage usage",
+    operation_id="getWorkspaceStorageUsage",
 )
 async def get_storage_usage(
     user_id: Annotated[str, fastapi.Security(get_user_id)],
@@ -301,3 +344,57 @@ async def get_storage_usage(
         used_percent=round((used_bytes / limit_bytes) * 100, 1) if limit_bytes else 0,
         file_count=file_count,
     )
+
+
+@router.get(
+    "/files",
+    summary="List workspace files",
+    operation_id="listWorkspaceFiles",
+)
+async def list_workspace_files(
+    user_id: Annotated[str, fastapi.Security(get_user_id)],
+    session_id: str | None = Query(default=None),
+    limit: int = Query(default=200, ge=1, le=1000),
+    offset: int = Query(default=0, ge=0),
+) -> ListFilesResponse:
+    """
+    List files in the user's workspace.
+
+    When session_id is provided, only files for that session are returned.
+    Otherwise, all files across sessions are listed. Results are paginated
+    via `limit`/`offset`; `has_more` indicates whether additional pages exist.
+    """
+    workspace = await get_or_create_workspace(user_id)
+
+    # Treat empty-string session_id the same as omitted — an empty value
+    # would otherwise silently list files across every session instead of
+    # scoping to one.
+    session_id = session_id or None
+
+    manager = WorkspaceManager(user_id, workspace.id, session_id)
+    include_all = session_id is None
+    # Fetch one extra to compute has_more without a separate count query.
+    files = await manager.list_files(
+        limit=limit + 1,
+        offset=offset,
+        include_all_sessions=include_all,
+    )
+    has_more = len(files) > limit
+    page = files[:limit]
+
+    return ListFilesResponse(
+        files=[
+            WorkspaceFileItem(
+                id=f.id,
+                name=f.name,
+                path=f.path,
+                mime_type=f.mime_type,
+                size_bytes=f.size_bytes,
+                metadata=f.metadata or {},
+                created_at=f.created_at.isoformat(),
+            )
+            for f in page
+        ],
+        offset=offset,
+        has_more=has_more,
+    )

autogpt_platform/backend/backend/api/features/workspace/routes_test.py

@@ -1,48 +1,28 @@
-"""Tests for workspace file upload and download routes."""
-
 import io
 from datetime import datetime, timezone
+from unittest.mock import AsyncMock, MagicMock, patch
 
 import fastapi
 import fastapi.testclient
 import pytest
-import pytest_mock
 
-from backend.api.features.workspace import routes as workspace_routes
-from backend.data.workspace import WorkspaceFile
+from backend.api.features.workspace.routes import router
+from backend.data.workspace import Workspace, WorkspaceFile
 
 app = fastapi.FastAPI()
-app.include_router(workspace_routes.router)
+app.include_router(router)
 
 
 @app.exception_handler(ValueError)
 async def _value_error_handler(
     request: fastapi.Request, exc: ValueError
 ) -> fastapi.responses.JSONResponse:
-    """Mirror the production ValueError → 400 mapping from rest_api.py."""
+    """Mirror the production ValueError → 400 mapping from the REST app."""
     return fastapi.responses.JSONResponse(status_code=400, content={"detail": str(exc)})
 
 
 client = fastapi.testclient.TestClient(app)
 
-TEST_USER_ID = "3e53486c-cf57-477e-ba2a-cb02dc828e1a"
-
-MOCK_WORKSPACE = type("W", (), {"id": "ws-1"})()
-
-_NOW = datetime(2023, 1, 1, tzinfo=timezone.utc)
-
-MOCK_FILE = WorkspaceFile(
-    id="file-aaa-bbb",
-    workspace_id="ws-1",
-    created_at=_NOW,
-    updated_at=_NOW,
-    name="hello.txt",
-    path="/session/hello.txt",
-    mime_type="text/plain",
-    size_bytes=13,
-    storage_path="local://hello.txt",
-)
-
 
 @pytest.fixture(autouse=True)
 def setup_app_auth(mock_jwt_user):
@@ -53,25 +33,201 @@ def setup_app_auth(mock_jwt_user):
     app.dependency_overrides.clear()
 
 
+def _make_workspace(user_id: str = "test-user-id") -> Workspace:
+    return Workspace(
+        id="ws-001",
+        user_id=user_id,
+        created_at=datetime(2026, 1, 1, tzinfo=timezone.utc),
+        updated_at=datetime(2026, 1, 1, tzinfo=timezone.utc),
+    )
+
+
+def _make_file(**overrides) -> WorkspaceFile:
+    defaults = {
+        "id": "file-001",
+        "workspace_id": "ws-001",
+        "created_at": datetime(2026, 1, 1, tzinfo=timezone.utc),
+        "updated_at": datetime(2026, 1, 1, tzinfo=timezone.utc),
+        "name": "test.txt",
+        "path": "/test.txt",
+        "storage_path": "local://test.txt",
+        "mime_type": "text/plain",
+        "size_bytes": 100,
+        "checksum": None,
+        "is_deleted": False,
+        "deleted_at": None,
+        "metadata": {},
+    }
+    defaults.update(overrides)
+    return WorkspaceFile(**defaults)
+
+
+def _make_file_mock(**overrides) -> MagicMock:
+    """Create a mock WorkspaceFile to simulate DB records with null fields."""
+    defaults = {
+        "id": "file-001",
+        "name": "test.txt",
+        "path": "/test.txt",
+        "mime_type": "text/plain",
+        "size_bytes": 100,
+        "metadata": {},
+        "created_at": datetime(2026, 1, 1, tzinfo=timezone.utc),
+    }
+    defaults.update(overrides)
+    mock = MagicMock(spec=WorkspaceFile)
+    for k, v in defaults.items():
+        setattr(mock, k, v)
+    return mock
+
+
+# -- list_workspace_files tests --
+
+
+@patch("backend.api.features.workspace.routes.get_or_create_workspace")
+@patch("backend.api.features.workspace.routes.WorkspaceManager")
+def test_list_files_returns_all_when_no_session(mock_manager_cls, mock_get_workspace):
+    mock_get_workspace.return_value = _make_workspace()
+    files = [
+        _make_file(id="f1", name="a.txt", metadata={"origin": "user-upload"}),
+        _make_file(id="f2", name="b.csv", metadata={"origin": "agent-created"}),
+    ]
+    mock_instance = AsyncMock()
+    mock_instance.list_files.return_value = files
+    mock_manager_cls.return_value = mock_instance
+
+    response = client.get("/files")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert len(data["files"]) == 2
+    assert data["has_more"] is False
+    assert data["offset"] == 0
+    assert data["files"][0]["id"] == "f1"
+    assert data["files"][0]["metadata"] == {"origin": "user-upload"}
+    assert data["files"][1]["id"] == "f2"
+    mock_instance.list_files.assert_called_once_with(
+        limit=201, offset=0, include_all_sessions=True
+    )
+
+
+@patch("backend.api.features.workspace.routes.get_or_create_workspace")
+@patch("backend.api.features.workspace.routes.WorkspaceManager")
+def test_list_files_scopes_to_session_when_provided(
+    mock_manager_cls, mock_get_workspace, test_user_id
+):
+    mock_get_workspace.return_value = _make_workspace(user_id=test_user_id)
+    mock_instance = AsyncMock()
+    mock_instance.list_files.return_value = []
+    mock_manager_cls.return_value = mock_instance
+
+    response = client.get("/files?session_id=sess-123")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["files"] == []
+    assert data["has_more"] is False
+    mock_manager_cls.assert_called_once_with(test_user_id, "ws-001", "sess-123")
+    mock_instance.list_files.assert_called_once_with(
+        limit=201, offset=0, include_all_sessions=False
+    )
+
+
+@patch("backend.api.features.workspace.routes.get_or_create_workspace")
+@patch("backend.api.features.workspace.routes.WorkspaceManager")
+def test_list_files_null_metadata_coerced_to_empty_dict(
+    mock_manager_cls, mock_get_workspace
+):
+    """Route uses `f.metadata or {}` for pre-existing files with null metadata."""
+    mock_get_workspace.return_value = _make_workspace()
+    mock_instance = AsyncMock()
+    mock_instance.list_files.return_value = [_make_file_mock(metadata=None)]
+    mock_manager_cls.return_value = mock_instance
+
+    response = client.get("/files")
+    assert response.status_code == 200
+    assert response.json()["files"][0]["metadata"] == {}
+
+
+# -- upload_file metadata tests --
+
+
+@patch("backend.api.features.workspace.routes.get_or_create_workspace")
+@patch("backend.api.features.workspace.routes.get_workspace_total_size")
+@patch("backend.api.features.workspace.routes.scan_content_safe")
+@patch("backend.api.features.workspace.routes.WorkspaceManager")
+def test_upload_passes_user_upload_origin_metadata(
+    mock_manager_cls, mock_scan, mock_total_size, mock_get_workspace
+):
+    mock_get_workspace.return_value = _make_workspace()
+    mock_total_size.return_value = 100
+    written = _make_file(id="new-file", name="doc.pdf")
+    mock_instance = AsyncMock()
+    mock_instance.write_file.return_value = written
+    mock_manager_cls.return_value = mock_instance
+
+    response = client.post(
+        "/files/upload",
+        files={"file": ("doc.pdf", b"fake-pdf-content", "application/pdf")},
+    )
+    assert response.status_code == 200
+
+    mock_instance.write_file.assert_called_once()
+    call_kwargs = mock_instance.write_file.call_args
+    assert call_kwargs.kwargs.get("metadata") == {"origin": "user-upload"}
+
+
+@patch("backend.api.features.workspace.routes.get_or_create_workspace")
+@patch("backend.api.features.workspace.routes.get_workspace_total_size")
+@patch("backend.api.features.workspace.routes.scan_content_safe")
+@patch("backend.api.features.workspace.routes.WorkspaceManager")
+def test_upload_returns_409_on_file_conflict(
+    mock_manager_cls, mock_scan, mock_total_size, mock_get_workspace
+):
+    mock_get_workspace.return_value = _make_workspace()
+    mock_total_size.return_value = 100
+    mock_instance = AsyncMock()
+    mock_instance.write_file.side_effect = ValueError("File already exists at path")
+    mock_manager_cls.return_value = mock_instance
+
+    response = client.post(
+        "/files/upload",
+        files={"file": ("dup.txt", b"content", "text/plain")},
+    )
+    assert response.status_code == 409
+    assert "already exists" in response.json()["detail"]
+
+
+# -- Restored upload/download/delete security + invariant tests --
+
+
 def _upload(
     filename: str = "hello.txt",
     content: bytes = b"Hello, world!",
     content_type: str = "text/plain",
 ):
-    """Helper to POST a file upload."""
     return client.post(
         "/files/upload?session_id=sess-1",
         files={"file": (filename, io.BytesIO(content), content_type)},
     )
 
 
-# ---- Happy path ----
+_MOCK_FILE = WorkspaceFile(
+    id="file-aaa-bbb",
+    workspace_id="ws-001",
+    created_at=datetime(2026, 1, 1, tzinfo=timezone.utc),
+    updated_at=datetime(2026, 1, 1, tzinfo=timezone.utc),
+    name="hello.txt",
+    path="/sessions/sess-1/hello.txt",
+    mime_type="text/plain",
+    size_bytes=13,
+    storage_path="local://hello.txt",
+)
 
 
-def test_upload_happy_path(mocker: pytest_mock.MockFixture):
+def test_upload_happy_path(mocker):
     mocker.patch(
         "backend.api.features.workspace.routes.get_or_create_workspace",
-        return_value=MOCK_WORKSPACE,
+        return_value=_make_workspace(),
     )
     mocker.patch(
         "backend.api.features.workspace.routes.get_workspace_total_size",
@@ -82,7 +238,7 @@ def test_upload_happy_path(mocker: pytest_mock.MockFixture):
         return_value=None,
     )
     mock_manager = mocker.MagicMock()
-    mock_manager.write_file = mocker.AsyncMock(return_value=MOCK_FILE)
+    mock_manager.write_file = mocker.AsyncMock(return_value=_MOCK_FILE)
     mocker.patch(
         "backend.api.features.workspace.routes.WorkspaceManager",
         return_value=mock_manager,
@@ -96,10 +252,7 @@ def test_upload_happy_path(mocker: pytest_mock.MockFixture):
     assert data["size_bytes"] == 13
 
 
-# ---- Per-file size limit ----
-
-
-def test_upload_exceeds_max_file_size(mocker: pytest_mock.MockFixture):
+def test_upload_exceeds_max_file_size(mocker):
     """Files larger than max_file_size_mb should be rejected with 413."""
     cfg = mocker.patch("backend.api.features.workspace.routes.Config")
     cfg.return_value.max_file_size_mb = 0  # 0 MB → any content is too big
@@ -109,15 +262,11 @@ def test_upload_exceeds_max_file_size(mocker: pytest_mock.MockFixture):
     assert response.status_code == 413
 
 
-# ---- Storage quota exceeded ----
-
-
-def test_upload_storage_quota_exceeded(mocker: pytest_mock.MockFixture):
+def test_upload_storage_quota_exceeded(mocker):
     mocker.patch(
         "backend.api.features.workspace.routes.get_or_create_workspace",
-        return_value=MOCK_WORKSPACE,
+        return_value=_make_workspace(),
     )
-    # Current usage already at limit
     mocker.patch(
         "backend.api.features.workspace.routes.get_workspace_total_size",
         return_value=500 * 1024 * 1024,
@@ -128,27 +277,22 @@ def test_upload_storage_quota_exceeded(mocker: pytest_mock.MockFixture):
     assert "Storage limit exceeded" in response.text
 
 
-# ---- Post-write quota race (B2) ----
-
-
-def test_upload_post_write_quota_race(mocker: pytest_mock.MockFixture):
-    """If a concurrent upload tips the total over the limit after write,
-    the file should be soft-deleted and 413 returned."""
+def test_upload_post_write_quota_race(mocker):
+    """Concurrent upload tipping over limit after write should soft-delete + 413."""
     mocker.patch(
         "backend.api.features.workspace.routes.get_or_create_workspace",
-        return_value=MOCK_WORKSPACE,
+        return_value=_make_workspace(),
     )
-    # Pre-write check passes (under limit), but post-write check fails
     mocker.patch(
         "backend.api.features.workspace.routes.get_workspace_total_size",
-        side_effect=[0, 600 * 1024 * 1024],  # first call OK, second over limit
+        side_effect=[0, 600 * 1024 * 1024],
     )
     mocker.patch(
         "backend.api.features.workspace.routes.scan_content_safe",
         return_value=None,
     )
     mock_manager = mocker.MagicMock()
-    mock_manager.write_file = mocker.AsyncMock(return_value=MOCK_FILE)
+    mock_manager.write_file = mocker.AsyncMock(return_value=_MOCK_FILE)
     mocker.patch(
         "backend.api.features.workspace.routes.WorkspaceManager",
         return_value=mock_manager,
@@ -160,17 +304,14 @@ def test_upload_post_write_quota_race(mocker: pytest_mock.MockFixture):
 
     response = _upload()
     assert response.status_code == 413
-    mock_delete.assert_called_once_with("file-aaa-bbb", "ws-1")
+    mock_delete.assert_called_once_with("file-aaa-bbb", "ws-001")
 
 
-# ---- Any extension accepted (no allowlist) ----
-
-
-def test_upload_any_extension(mocker: pytest_mock.MockFixture):
+def test_upload_any_extension(mocker):
     """Any file extension should be accepted — ClamAV is the security layer."""
     mocker.patch(
         "backend.api.features.workspace.routes.get_or_create_workspace",
-        return_value=MOCK_WORKSPACE,
+        return_value=_make_workspace(),
     )
     mocker.patch(
         "backend.api.features.workspace.routes.get_workspace_total_size",
@@ -181,7 +322,7 @@ def test_upload_any_extension(mocker: pytest_mock.MockFixture):
         return_value=None,
     )
     mock_manager = mocker.MagicMock()
-    mock_manager.write_file = mocker.AsyncMock(return_value=MOCK_FILE)
+    mock_manager.write_file = mocker.AsyncMock(return_value=_MOCK_FILE)
     mocker.patch(
         "backend.api.features.workspace.routes.WorkspaceManager",
         return_value=mock_manager,
@@ -191,16 +332,13 @@ def test_upload_any_extension(mocker: pytest_mock.MockFixture):
     assert response.status_code == 200
 
 
-# ---- Virus scan rejection ----
-
-
-def test_upload_blocked_by_virus_scan(mocker: pytest_mock.MockFixture):
+def test_upload_blocked_by_virus_scan(mocker):
     """Files flagged by ClamAV should be rejected and never written to storage."""
     from backend.api.features.store.exceptions import VirusDetectedError
 
     mocker.patch(
         "backend.api.features.workspace.routes.get_or_create_workspace",
-        return_value=MOCK_WORKSPACE,
+        return_value=_make_workspace(),
     )
     mocker.patch(
         "backend.api.features.workspace.routes.get_workspace_total_size",
@@ -211,7 +349,7 @@ def test_upload_blocked_by_virus_scan(mocker: pytest_mock.MockFixture):
         side_effect=VirusDetectedError("Eicar-Test-Signature"),
     )
     mock_manager = mocker.MagicMock()
-    mock_manager.write_file = mocker.AsyncMock(return_value=MOCK_FILE)
+    mock_manager.write_file = mocker.AsyncMock(return_value=_MOCK_FILE)
     mocker.patch(
         "backend.api.features.workspace.routes.WorkspaceManager",
         return_value=mock_manager,
@@ -219,18 +357,14 @@ def test_upload_blocked_by_virus_scan(mocker: pytest_mock.MockFixture):
 
     response = _upload(filename="evil.exe", content=b"X5O!P%@AP...")
     assert response.status_code == 400
-    assert "Virus detected" in response.text
     mock_manager.write_file.assert_not_called()
 
 
-# ---- No file extension ----
-
-
-def test_upload_file_without_extension(mocker: pytest_mock.MockFixture):
+def test_upload_file_without_extension(mocker):
     """Files without an extension should be accepted and stored as-is."""
     mocker.patch(
         "backend.api.features.workspace.routes.get_or_create_workspace",
-        return_value=MOCK_WORKSPACE,
+        return_value=_make_workspace(),
     )
     mocker.patch(
         "backend.api.features.workspace.routes.get_workspace_total_size",
@@ -241,7 +375,7 @@ def test_upload_file_without_extension(mocker: pytest_mock.MockFixture):
         return_value=None,
     )
     mock_manager = mocker.MagicMock()
-    mock_manager.write_file = mocker.AsyncMock(return_value=MOCK_FILE)
+    mock_manager.write_file = mocker.AsyncMock(return_value=_MOCK_FILE)
     mocker.patch(
         "backend.api.features.workspace.routes.WorkspaceManager",
         return_value=mock_manager,
@@ -257,14 +391,11 @@ def test_upload_file_without_extension(mocker: pytest_mock.MockFixture):
     assert mock_manager.write_file.call_args[0][1] == "Makefile"
 
 
-# ---- Filename sanitization (SF5) ----
-
-
-def test_upload_strips_path_components(mocker: pytest_mock.MockFixture):
+def test_upload_strips_path_components(mocker):
     """Path-traversal filenames should be reduced to their basename."""
     mocker.patch(
         "backend.api.features.workspace.routes.get_or_create_workspace",
-        return_value=MOCK_WORKSPACE,
+        return_value=_make_workspace(),
     )
     mocker.patch(
         "backend.api.features.workspace.routes.get_workspace_total_size",
@@ -275,28 +406,23 @@ def test_upload_strips_path_components(mocker: pytest_mock.MockFixture):
         return_value=None,
     )
     mock_manager = mocker.MagicMock()
-    mock_manager.write_file = mocker.AsyncMock(return_value=MOCK_FILE)
+    mock_manager.write_file = mocker.AsyncMock(return_value=_MOCK_FILE)
     mocker.patch(
         "backend.api.features.workspace.routes.WorkspaceManager",
         return_value=mock_manager,
     )
 
-    # Filename with traversal
     _upload(filename="../../etc/passwd.txt")
 
-    # write_file should have been called with just the basename
     mock_manager.write_file.assert_called_once()
     call_args = mock_manager.write_file.call_args
     assert call_args[0][1] == "passwd.txt"
 
 
-# ---- Download ----
-
-
-def test_download_file_not_found(mocker: pytest_mock.MockFixture):
+def test_download_file_not_found(mocker):
     mocker.patch(
         "backend.api.features.workspace.routes.get_workspace",
-        return_value=MOCK_WORKSPACE,
+        return_value=_make_workspace(),
     )
     mocker.patch(
         "backend.api.features.workspace.routes.get_workspace_file",
@@ -307,14 +433,11 @@ def test_download_file_not_found(mocker: pytest_mock.MockFixture):
     assert response.status_code == 404
 
 
-# ---- Delete ----
-
-
-def test_delete_file_success(mocker: pytest_mock.MockFixture):
+def test_delete_file_success(mocker):
     """Deleting an existing file should return {"deleted": true}."""
     mocker.patch(
         "backend.api.features.workspace.routes.get_workspace",
-        return_value=MOCK_WORKSPACE,
+        return_value=_make_workspace(),
     )
     mock_manager = mocker.MagicMock()
     mock_manager.delete_file = mocker.AsyncMock(return_value=True)
@@ -329,11 +452,11 @@ def test_delete_file_success(mocker: pytest_mock.MockFixture):
     mock_manager.delete_file.assert_called_once_with("file-aaa-bbb")
 
 
-def test_delete_file_not_found(mocker: pytest_mock.MockFixture):
+def test_delete_file_not_found(mocker):
     """Deleting a non-existent file should return 404."""
     mocker.patch(
         "backend.api.features.workspace.routes.get_workspace",
-        return_value=MOCK_WORKSPACE,
+        return_value=_make_workspace(),
     )
     mock_manager = mocker.MagicMock()
     mock_manager.delete_file = mocker.AsyncMock(return_value=False)
@@ -347,7 +470,7 @@ def test_delete_file_not_found(mocker: pytest_mock.MockFixture):
     assert "File not found" in response.text
 
 
-def test_delete_file_no_workspace(mocker: pytest_mock.MockFixture):
+def test_delete_file_no_workspace(mocker):
     """Deleting when user has no workspace should return 404."""
     mocker.patch(
         "backend.api.features.workspace.routes.get_workspace",
@@ -357,3 +480,341 @@ def test_delete_file_no_workspace(mocker: pytest_mock.MockFixture):
     response = client.delete("/files/file-aaa-bbb")
     assert response.status_code == 404
     assert "Workspace not found" in response.text
+
+
+def test_upload_write_file_too_large_returns_413(mocker):
+    """write_file raises ValueError("File too large: …") → must map to 413."""
+    mocker.patch(
+        "backend.api.features.workspace.routes.get_or_create_workspace",
+        return_value=_make_workspace(),
+    )
+    mocker.patch(
+        "backend.api.features.workspace.routes.get_workspace_total_size",
+        return_value=0,
+    )
+    mocker.patch(
+        "backend.api.features.workspace.routes.scan_content_safe",
+        return_value=None,
+    )
+    mock_manager = mocker.MagicMock()
+    mock_manager.write_file = mocker.AsyncMock(
+        side_effect=ValueError("File too large: 900 bytes exceeds 1MB limit")
+    )
+    mocker.patch(
+        "backend.api.features.workspace.routes.WorkspaceManager",
+        return_value=mock_manager,
+    )
+
+    response = _upload()
+    assert response.status_code == 413
+    assert "File too large" in response.text
+
+
+def test_upload_write_file_conflict_returns_409(mocker):
+    """Non-'File too large' ValueErrors from write_file stay as 409."""
+    mocker.patch(
+        "backend.api.features.workspace.routes.get_or_create_workspace",
+        return_value=_make_workspace(),
+    )
+    mocker.patch(
+        "backend.api.features.workspace.routes.get_workspace_total_size",
+        return_value=0,
+    )
+    mocker.patch(
+        "backend.api.features.workspace.routes.scan_content_safe",
+        return_value=None,
+    )
+    mock_manager = mocker.MagicMock()
+    mock_manager.write_file = mocker.AsyncMock(
+        side_effect=ValueError("File already exists at path: /sessions/x/a.txt")
+    )
+    mocker.patch(
+        "backend.api.features.workspace.routes.WorkspaceManager",
+        return_value=mock_manager,
+    )
+
+    response = _upload()
+    assert response.status_code == 409
+    assert "already exists" in response.text
+
+
+@patch("backend.api.features.workspace.routes.get_or_create_workspace")
+@patch("backend.api.features.workspace.routes.WorkspaceManager")
+def test_list_files_has_more_true_when_limit_exceeded(
+    mock_manager_cls, mock_get_workspace
+):
+    """The limit+1 fetch trick must flip has_more=True and trim the page."""
+    mock_get_workspace.return_value = _make_workspace()
+    # Backend was asked for limit+1=3, and returned exactly 3 items.
+    files = [
+        _make_file(id="f1", name="a.txt"),
+        _make_file(id="f2", name="b.txt"),
+        _make_file(id="f3", name="c.txt"),
+    ]
+    mock_instance = AsyncMock()
+    mock_instance.list_files.return_value = files
+    mock_manager_cls.return_value = mock_instance
+
+    response = client.get("/files?limit=2")
+    assert response.status_code == 200
+    data = response.json()
+    assert data["has_more"] is True
+    assert len(data["files"]) == 2
+    assert data["files"][0]["id"] == "f1"
+    assert data["files"][1]["id"] == "f2"
+    mock_instance.list_files.assert_called_once_with(
+        limit=3, offset=0, include_all_sessions=True
+    )
+
+
+@patch("backend.api.features.workspace.routes.get_or_create_workspace")
+@patch("backend.api.features.workspace.routes.WorkspaceManager")
+def test_list_files_has_more_false_when_exactly_page_size(
+    mock_manager_cls, mock_get_workspace
+):
+    """Exactly `limit` rows means we're on the last page — has_more=False."""
+    mock_get_workspace.return_value = _make_workspace()
+    files = [_make_file(id="f1", name="a.txt"), _make_file(id="f2", name="b.txt")]
+    mock_instance = AsyncMock()
+    mock_instance.list_files.return_value = files
+    mock_manager_cls.return_value = mock_instance
+
+    response = client.get("/files?limit=2")
+    assert response.status_code == 200
+    data = response.json()
+    assert data["has_more"] is False
+    assert len(data["files"]) == 2
+
+
+@patch("backend.api.features.workspace.routes.get_or_create_workspace")
+@patch("backend.api.features.workspace.routes.WorkspaceManager")
+def test_list_files_offset_is_echoed_back(mock_manager_cls, mock_get_workspace):
+    mock_get_workspace.return_value = _make_workspace()
+    mock_instance = AsyncMock()
+    mock_instance.list_files.return_value = []
+    mock_manager_cls.return_value = mock_instance
+
+    response = client.get("/files?offset=50&limit=10")
+    assert response.status_code == 200
+    assert response.json()["offset"] == 50
+    mock_instance.list_files.assert_called_once_with(
+        limit=11, offset=50, include_all_sessions=True
+    )
+
+
+# -- _sanitize_filename_for_header tests --
+
+
+class TestSanitizeFilenameForHeader:
+    def test_simple_ascii_attachment(self):
+        from backend.api.features.workspace.routes import _sanitize_filename_for_header
+
+        assert _sanitize_filename_for_header("report.pdf") == (
+            'attachment; filename="report.pdf"'
+        )
+
+    def test_inline_disposition(self):
+        from backend.api.features.workspace.routes import _sanitize_filename_for_header
+
+        assert _sanitize_filename_for_header("image.png", disposition="inline") == (
+            'inline; filename="image.png"'
+        )
+
+    def test_strips_cr_lf_null(self):
+        from backend.api.features.workspace.routes import _sanitize_filename_for_header
+
+        result = _sanitize_filename_for_header("a\rb\nc\x00d.txt")
+        assert "\r" not in result
+        assert "\n" not in result
+        assert "\x00" not in result
+        assert 'filename="abcd.txt"' in result
+
+    def test_escapes_quotes(self):
+        from backend.api.features.workspace.routes import _sanitize_filename_for_header
+
+        result = _sanitize_filename_for_header('file"name.txt')
+        assert 'filename="file\\"name.txt"' in result
+
+    def test_header_injection_blocked(self):
+        from backend.api.features.workspace.routes import _sanitize_filename_for_header
+
+        result = _sanitize_filename_for_header("evil.txt\r\nX-Injected: true")
+        # CR/LF stripped — the remaining text is safely inside the quoted value
+        assert "\r" not in result
+        assert "\n" not in result
+        assert result == 'attachment; filename="evil.txtX-Injected: true"'
+
+    def test_unicode_uses_rfc5987(self):
+        from backend.api.features.workspace.routes import _sanitize_filename_for_header
+
+        result = _sanitize_filename_for_header("日本語.pdf")
+        assert "filename*=UTF-8''" in result
+        assert "attachment" in result
+
+    def test_unicode_inline(self):
+        from backend.api.features.workspace.routes import _sanitize_filename_for_header
+
+        result = _sanitize_filename_for_header("图片.png", disposition="inline")
+        assert result.startswith("inline; filename*=UTF-8''")
+
+    def test_empty_filename(self):
+        from backend.api.features.workspace.routes import _sanitize_filename_for_header
+
+        result = _sanitize_filename_for_header("")
+        assert result == 'attachment; filename=""'
+
+
+# -- _create_streaming_response tests --
+
+
+class TestCreateStreamingResponse:
+    def test_attachment_disposition_by_default(self):
+        from backend.api.features.workspace.routes import _create_streaming_response
+
+        file = _make_file(name="data.bin", mime_type="application/octet-stream")
+        response = _create_streaming_response(b"binary-data", file)
+        assert (
+            response.headers["Content-Disposition"] == 'attachment; filename="data.bin"'
+        )
+        assert response.headers["Content-Type"] == "application/octet-stream"
+        assert response.headers["Content-Length"] == "11"
+        assert response.body == b"binary-data"
+
+    def test_inline_disposition(self):
+        from backend.api.features.workspace.routes import _create_streaming_response
+
+        file = _make_file(name="photo.png", mime_type="image/png")
+        response = _create_streaming_response(b"\x89PNG", file, inline=True)
+        assert response.headers["Content-Disposition"] == 'inline; filename="photo.png"'
+        assert response.headers["Content-Type"] == "image/png"
+
+    def test_inline_sanitizes_filename(self):
+        from backend.api.features.workspace.routes import _create_streaming_response
+
+        file = _make_file(name='evil"\r\n.txt', mime_type="text/plain")
+        response = _create_streaming_response(b"data", file, inline=True)
+        assert "\r" not in response.headers["Content-Disposition"]
+        assert "\n" not in response.headers["Content-Disposition"]
+        assert "inline" in response.headers["Content-Disposition"]
+
+    def test_content_length_matches_body(self):
+        from backend.api.features.workspace.routes import _create_streaming_response
+
+        content = b"x" * 1000
+        file = _make_file(name="big.bin", mime_type="application/octet-stream")
+        response = _create_streaming_response(content, file)
+        assert response.headers["Content-Length"] == "1000"
+
+
+# -- create_file_download_response tests --
+
+
+class TestCreateFileDownloadResponse:
+    @pytest.mark.asyncio
+    async def test_local_storage_returns_streaming_response(self, mocker):
+        from backend.api.features.workspace.routes import create_file_download_response
+
+        mock_storage = AsyncMock()
+        mock_storage.retrieve.return_value = b"file contents"
+        mocker.patch(
+            "backend.api.features.workspace.routes.get_workspace_storage",
+            return_value=mock_storage,
+        )
+
+        file = _make_file(
+            storage_path="local://uploads/test.txt",
+            mime_type="text/plain",
+        )
+        response = await create_file_download_response(file)
+        assert response.status_code == 200
+        assert response.body == b"file contents"
+        assert "attachment" in response.headers["Content-Disposition"]
+
+    @pytest.mark.asyncio
+    async def test_local_storage_inline(self, mocker):
+        from backend.api.features.workspace.routes import create_file_download_response
+
+        mock_storage = AsyncMock()
+        mock_storage.retrieve.return_value = b"\x89PNG"
+        mocker.patch(
+            "backend.api.features.workspace.routes.get_workspace_storage",
+            return_value=mock_storage,
+        )
+
+        file = _make_file(
+            storage_path="local://uploads/photo.png",
+            mime_type="image/png",
+            name="photo.png",
+        )
+        response = await create_file_download_response(file, inline=True)
+        assert "inline" in response.headers["Content-Disposition"]
+
+    @pytest.mark.asyncio
+    async def test_gcs_redirect(self, mocker):
+        from backend.api.features.workspace.routes import create_file_download_response
+
+        mock_storage = AsyncMock()
+        mock_storage.get_download_url.return_value = (
+            "https://storage.googleapis.com/signed-url"
+        )
+        mocker.patch(
+            "backend.api.features.workspace.routes.get_workspace_storage",
+            return_value=mock_storage,
+        )
+
+        file = _make_file(storage_path="gcs://bucket/file.pdf")
+        response = await create_file_download_response(file)
+        assert response.status_code == 302
+        assert (
+            response.headers["location"] == "https://storage.googleapis.com/signed-url"
+        )
+
+    @pytest.mark.asyncio
+    async def test_gcs_api_fallback_streams_directly(self, mocker):
+        from backend.api.features.workspace.routes import create_file_download_response
+
+        mock_storage = AsyncMock()
+        mock_storage.get_download_url.return_value = "/api/fallback"
+        mock_storage.retrieve.return_value = b"fallback content"
+        mocker.patch(
+            "backend.api.features.workspace.routes.get_workspace_storage",
+            return_value=mock_storage,
+        )
+
+        file = _make_file(storage_path="gcs://bucket/file.txt")
+        response = await create_file_download_response(file)
+        assert response.status_code == 200
+        assert response.body == b"fallback content"
+
+    @pytest.mark.asyncio
+    async def test_gcs_signed_url_failure_falls_back_to_streaming(self, mocker):
+        from backend.api.features.workspace.routes import create_file_download_response
+
+        mock_storage = AsyncMock()
+        mock_storage.get_download_url.side_effect = RuntimeError("GCS error")
+        mock_storage.retrieve.return_value = b"streamed"
+        mocker.patch(
+            "backend.api.features.workspace.routes.get_workspace_storage",
+            return_value=mock_storage,
+        )
+
+        file = _make_file(storage_path="gcs://bucket/file.txt")
+        response = await create_file_download_response(file)
+        assert response.status_code == 200
+        assert response.body == b"streamed"
+
+    @pytest.mark.asyncio
+    async def test_gcs_total_failure_raises(self, mocker):
+        from backend.api.features.workspace.routes import create_file_download_response
+
+        mock_storage = AsyncMock()
+        mock_storage.get_download_url.side_effect = RuntimeError("GCS error")
+        mock_storage.retrieve.side_effect = RuntimeError("Also failed")
+        mocker.patch(
+            "backend.api.features.workspace.routes.get_workspace_storage",
+            return_value=mock_storage,
+        )
+
+        file = _make_file(storage_path="gcs://bucket/file.txt")
+        with pytest.raises(RuntimeError, match="Also failed"):
+            await create_file_download_response(file)

autogpt_platform/backend/backend/api/rest_api.py

@@ -17,7 +17,9 @@ from fastapi.routing import APIRoute
 from prisma.errors import PrismaError
 
 import backend.api.features.admin.credit_admin_routes
+import backend.api.features.admin.diagnostics_admin_routes
 import backend.api.features.admin.execution_analytics_routes
+import backend.api.features.admin.platform_cost_routes
 import backend.api.features.admin.rate_limit_admin_routes
 import backend.api.features.admin.store_admin_routes
 import backend.api.features.builder
@@ -30,7 +32,9 @@ import backend.api.features.library.routes
 import backend.api.features.mcp.routes as mcp_routes
 import backend.api.features.oauth
 import backend.api.features.otto.routes
+import backend.api.features.platform_linking.routes
 import backend.api.features.postmark.postmark
+import backend.api.features.push.routes as push_routes
 import backend.api.features.store.model
 import backend.api.features.store.routes
 import backend.api.features.v1
@@ -38,6 +42,7 @@ import backend.api.features.workspace.routes as workspace_routes
 import backend.data.block
 import backend.data.db
 import backend.data.graph
+import backend.data.redis_client
 import backend.data.user
 import backend.integrations.webhooks.utils
 import backend.util.service
@@ -92,6 +97,8 @@ async def lifespan_context(app: fastapi.FastAPI):
     verify_auth_settings()
 
     await backend.data.db.connect()
+    # Eager connect to fail-fast if Redis is unreachable.
+    await backend.data.redis_client.get_redis_async()
 
     # Configure thread pool for FastAPI sync operation performance
     # CRITICAL: FastAPI automatically runs ALL sync functions in this thread pool:
@@ -143,7 +150,18 @@ async def lifespan_context(app: fastapi.FastAPI):
     except Exception as e:
         logger.warning(f"Error shutting down workspace storage: {e}")
 
-    await backend.data.db.disconnect()
+    # Each cleanup is wrapped so one failure doesn't block the rest. The
+    # Redis close in particular silences asyncio's "Unclosed ClusterNode"
+    # GC warning at interpreter shutdown.
+    try:
+        await backend.data.redis_client.disconnect_async()
+    except Exception:
+        logger.warning("redis_client.disconnect_async failed", exc_info=True)
+
+    try:
+        await backend.data.db.disconnect()
+    except Exception:
+        logger.warning("db.disconnect failed", exc_info=True)
 
 
 def custom_generate_unique_id(route: APIRoute):
@@ -319,6 +337,11 @@ app.include_router(
     tags=["v2", "admin"],
     prefix="/api/credits",
 )
+app.include_router(
+    backend.api.features.admin.diagnostics_admin_routes.router,
+    tags=["v2", "admin"],
+    prefix="/api",
+)
 app.include_router(
     backend.api.features.admin.execution_analytics_routes.router,
     tags=["v2", "admin"],
@@ -329,6 +352,11 @@ app.include_router(
     tags=["v2", "admin"],
     prefix="/api/copilot",
 )
+app.include_router(
+    backend.api.features.admin.platform_cost_routes.router,
+    tags=["v2", "admin"],
+    prefix="/api/admin",
+)
 app.include_router(
     backend.api.features.executions.review.routes.router,
     tags=["v2", "executions", "review"],
@@ -366,6 +394,16 @@ app.include_router(
     tags=["oauth"],
     prefix="/api/oauth",
 )
+app.include_router(
+    push_routes.router,
+    tags=["push"],
+    prefix="/api/push",
+)
+app.include_router(
+    backend.api.features.platform_linking.routes.router,
+    tags=["platform-linking"],
+    prefix="/api/platform-linking",
+)
 
 app.mount("/external-api", external_api)
 

autogpt_platform/backend/backend/api/ws_api.py

@@ -1,4 +1,3 @@
-import asyncio
 import logging
 from contextlib import asynccontextmanager
 from typing import Protocol
@@ -17,14 +16,12 @@ from backend.api.model import (
     WSSubscribeGraphExecutionsRequest,
 )
 from backend.api.utils.cors import build_cors_params
-from backend.data.execution import AsyncRedisExecutionEventBus
-from backend.data.notification_bus import AsyncRedisNotificationEventBus
+from backend.data import db, redis_client
 from backend.data.user import DEFAULT_USER_ID
 from backend.monitoring.instrumentation import (
     instrument_fastapi,
     update_websocket_connections,
 )
-from backend.util.retry import continuous_retry
 from backend.util.service import AppProcess
 from backend.util.settings import AppEnvironment, Config, Settings
 
@@ -34,10 +31,24 @@ settings = Settings()
 
 @asynccontextmanager
 async def lifespan(app: FastAPI):
-    manager = get_connection_manager()
-    fut = asyncio.create_task(event_broadcaster(manager))
-    fut.add_done_callback(lambda _: logger.info("Event broadcaster stopped"))
-    yield
+    # Prisma is needed to resolve graph_id from graph_exec_id on subscribe.
+    await db.connect()
+    # Eager connect to fail-fast if Redis is unreachable.
+    await redis_client.get_redis_async()
+    try:
+        yield
+    finally:
+        # Each cleanup is wrapped so one failure doesn't block the rest. The
+        # Redis close silences asyncio's "Unclosed ClusterNode" GC warning at
+        # interpreter shutdown.
+        try:
+            await redis_client.disconnect_async()
+        except Exception:
+            logger.warning("redis_client.disconnect_async failed", exc_info=True)
+        try:
+            await db.disconnect()
+        except Exception:
+            logger.warning("db.disconnect failed", exc_info=True)
 
 
 docs_url = "/docs" if settings.config.app_env == AppEnvironment.LOCAL else None
@@ -61,31 +72,6 @@ def get_connection_manager():
     return _connection_manager
 
 
-@continuous_retry()
-async def event_broadcaster(manager: ConnectionManager):
-    execution_bus = AsyncRedisExecutionEventBus()
-    notification_bus = AsyncRedisNotificationEventBus()
-
-    try:
-
-        async def execution_worker():
-            async for event in execution_bus.listen("*"):
-                await manager.send_execution_update(event)
-
-        async def notification_worker():
-            async for notification in notification_bus.listen("*"):
-                await manager.send_notification(
-                    user_id=notification.user_id,
-                    payload=notification.payload,
-                )
-
-        await asyncio.gather(execution_worker(), notification_worker())
-    finally:
-        # Ensure PubSub connections are closed on any exit to prevent leaks
-        await execution_bus.close()
-        await notification_bus.close()
-
-
 async def authenticate_websocket(websocket: WebSocket) -> str:
     if not settings.config.enable_auth:
         return DEFAULT_USER_ID
@@ -297,6 +283,21 @@ async def websocket_router(
                     ).model_dump_json()
                 )
                 continue
+            except ValueError as e:
+                logger.warning(
+                    "Subscription rejected for user #%s on '%s': %s",
+                    user_id,
+                    message.method.value,
+                    e,
+                )
+                await websocket.send_text(
+                    WSMessage(
+                        method=WSMethod.ERROR,
+                        success=False,
+                        error=str(e),
+                    ).model_dump_json()
+                )
+                continue
             except Exception as e:
                 logger.error(
                     f"Error while handling '{message.method.value}' message "
@@ -321,9 +322,13 @@ async def websocket_router(
                 )
 
     except WebSocketDisconnect:
-        manager.disconnect_socket(websocket, user_id=user_id)
         logger.debug("WebSocket client disconnected")
+    except Exception:
+        logger.exception(f"Unexpected error in websocket_router for user #{user_id}")
     finally:
+        # Always release subscription pumps + Redis connections, regardless of how
+        # the loop exited — otherwise non-WebSocketDisconnect failures leak both.
+        await manager.disconnect_socket(websocket, user_id=user_id)
         update_websocket_connections(user_id, -1)
 
 

autogpt_platform/backend/backend/api/ws_api_test.py

@@ -44,9 +44,12 @@ def test_websocket_server_uses_cors_helper(mocker) -> None:
         "backend.api.ws_api.build_cors_params", return_value=cors_params
     )
 
-    with override_config(
-        settings, "backend_cors_allow_origins", cors_params["allow_origins"]
-    ), override_config(settings, "app_env", AppEnvironment.LOCAL):
+    with (
+        override_config(
+            settings, "backend_cors_allow_origins", cors_params["allow_origins"]
+        ),
+        override_config(settings, "app_env", AppEnvironment.LOCAL),
+    ):
         WebsocketServer().run()
 
     build_cors.assert_called_once_with(
@@ -65,9 +68,12 @@ def test_websocket_server_uses_cors_helper(mocker) -> None:
 def test_websocket_server_blocks_localhost_in_production(mocker) -> None:
     mocker.patch("backend.api.ws_api.uvicorn.run")
 
-    with override_config(
-        settings, "backend_cors_allow_origins", ["http://localhost:3000"]
-    ), override_config(settings, "app_env", AppEnvironment.PRODUCTION):
+    with (
+        override_config(
+            settings, "backend_cors_allow_origins", ["http://localhost:3000"]
+        ),
+        override_config(settings, "app_env", AppEnvironment.PRODUCTION),
+    ):
         with pytest.raises(ValueError):
             WebsocketServer().run()
 
@@ -290,7 +296,232 @@ async def test_handle_unsubscribe_missing_data(
         message=message,
     )
 
-    mock_manager._unsubscribe.assert_not_called()
+    mock_manager.unsubscribe_graph_exec.assert_not_called()
     mock_websocket.send_text.assert_called_once()
     assert '"method":"error"' in mock_websocket.send_text.call_args[0][0]
     assert '"success":false' in mock_websocket.send_text.call_args[0][0]
+
+
+# ---------- Per-graph subscribe branch ----------
+
+
+@pytest.mark.asyncio
+async def test_handle_subscribe_graph_execs_branch(
+    mock_websocket: AsyncMock, mock_manager: AsyncMock
+) -> None:
+    """The SUBSCRIBE_GRAPH_EXECS branch must route to subscribe_graph_execs,
+    not subscribe_graph_exec — regression guard for the aggregate channel."""
+    message = WSMessage(
+        method=WSMethod.SUBSCRIBE_GRAPH_EXECS,
+        data={"graph_id": "graph-abc"},
+    )
+    mock_manager.subscribe_graph_execs.return_value = (
+        "user-1|graph#graph-abc|executions"
+    )
+
+    await handle_subscribe(
+        connection_manager=cast(ConnectionManager, mock_manager),
+        websocket=cast(WebSocket, mock_websocket),
+        user_id="user-1",
+        message=message,
+    )
+
+    mock_manager.subscribe_graph_execs.assert_called_once_with(
+        user_id="user-1",
+        graph_id="graph-abc",
+        websocket=mock_websocket,
+    )
+    mock_manager.subscribe_graph_exec.assert_not_called()
+    mock_websocket.send_text.assert_called_once()
+    assert (
+        '"method":"subscribe_graph_executions"'
+        in mock_websocket.send_text.call_args[0][0]
+    )
+    assert '"success":true' in mock_websocket.send_text.call_args[0][0]
+
+
+@pytest.mark.asyncio
+async def test_handle_subscribe_rejects_unrelated_method(
+    mock_websocket: AsyncMock, mock_manager: AsyncMock
+) -> None:
+    """handle_subscribe must raise for methods that aren't SUBSCRIBE_*."""
+    import pytest as _pytest
+
+    message = WSMessage(
+        method=WSMethod.HEARTBEAT,
+        data={"graph_exec_id": "x"},
+    )
+
+    with _pytest.raises(ValueError):
+        await handle_subscribe(
+            connection_manager=cast(ConnectionManager, mock_manager),
+            websocket=cast(WebSocket, mock_websocket),
+            user_id="user-1",
+            message=message,
+        )
+
+
+# ---------- authenticate_websocket branches ----------
+
+
+@pytest.mark.asyncio
+async def test_authenticate_websocket_missing_token_closes_4001(mocker) -> None:
+    from backend.api.ws_api import authenticate_websocket
+
+    mocker.patch.object(settings.config, "enable_auth", True)
+    ws = AsyncMock(spec=WebSocket)
+    ws.query_params = {}
+
+    user_id = await authenticate_websocket(ws)
+
+    ws.close.assert_awaited_once()
+    assert ws.close.call_args.kwargs["code"] == 4001
+    assert user_id == ""
+
+
+@pytest.mark.asyncio
+async def test_authenticate_websocket_invalid_token_closes_4003(mocker) -> None:
+    from backend.api.ws_api import authenticate_websocket
+
+    mocker.patch.object(settings.config, "enable_auth", True)
+    mocker.patch(
+        "backend.api.ws_api.parse_jwt_token", side_effect=ValueError("bad token")
+    )
+    ws = AsyncMock(spec=WebSocket)
+    ws.query_params = {"token": "abc"}
+
+    user_id = await authenticate_websocket(ws)
+
+    ws.close.assert_awaited_once()
+    assert ws.close.call_args.kwargs["code"] == 4003
+    assert user_id == ""
+
+
+@pytest.mark.asyncio
+async def test_authenticate_websocket_missing_sub_closes_4002(mocker) -> None:
+    from backend.api.ws_api import authenticate_websocket
+
+    mocker.patch.object(settings.config, "enable_auth", True)
+    mocker.patch("backend.api.ws_api.parse_jwt_token", return_value={"not_sub": "x"})
+    ws = AsyncMock(spec=WebSocket)
+    ws.query_params = {"token": "abc"}
+
+    user_id = await authenticate_websocket(ws)
+
+    ws.close.assert_awaited_once()
+    assert ws.close.call_args.kwargs["code"] == 4002
+    assert user_id == ""
+
+
+@pytest.mark.asyncio
+async def test_authenticate_websocket_happy_path_returns_sub(mocker) -> None:
+    from backend.api.ws_api import authenticate_websocket
+
+    mocker.patch.object(settings.config, "enable_auth", True)
+    mocker.patch("backend.api.ws_api.parse_jwt_token", return_value={"sub": "user-X"})
+    ws = AsyncMock(spec=WebSocket)
+    ws.query_params = {"token": "abc"}
+
+    user_id = await authenticate_websocket(ws)
+
+    assert user_id == "user-X"
+
+
+@pytest.mark.asyncio
+async def test_authenticate_websocket_auth_disabled_returns_default(mocker) -> None:
+    from backend.api.ws_api import authenticate_websocket
+
+    mocker.patch.object(settings.config, "enable_auth", False)
+    ws = AsyncMock(spec=WebSocket)
+    ws.query_params = {}
+
+    user_id = await authenticate_websocket(ws)
+
+    assert user_id == DEFAULT_USER_ID
+
+
+# ---------- get_connection_manager singleton ----------
+
+
+def test_get_connection_manager_singleton() -> None:
+    """Repeated calls must return the same ConnectionManager — the WS router
+    depends on a single process-wide subscription table."""
+    import backend.api.ws_api as ws_api
+
+    ws_api._connection_manager = None
+    a = ws_api.get_connection_manager()
+    b = ws_api.get_connection_manager()
+    assert a is b
+    assert isinstance(a, ConnectionManager)
+
+
+# ---------- Lifespan: Prisma connect/disconnect ----------
+
+
+@pytest.mark.asyncio
+async def test_lifespan_connects_and_disconnects_prisma(mocker) -> None:
+    """Lifespan must both connect() and disconnect() db — the subscribe path
+    resolves graph_id via Prisma so a missing connect() is the regression bug."""
+    from fastapi import FastAPI
+
+    from backend.api.ws_api import lifespan
+
+    mock_db = mocker.patch("backend.api.ws_api.db")
+    mock_db.connect = AsyncMock()
+    mock_db.disconnect = AsyncMock()
+
+    dummy_app = FastAPI()
+    async with lifespan(dummy_app):
+        mock_db.connect.assert_awaited_once()
+        mock_db.disconnect.assert_not_called()
+    mock_db.disconnect.assert_awaited_once()
+
+
+@pytest.mark.asyncio
+async def test_lifespan_still_disconnects_on_exception(mocker) -> None:
+    """If the app raises inside the yield, Prisma must still disconnect."""
+    from fastapi import FastAPI
+
+    from backend.api.ws_api import lifespan
+
+    mock_db = mocker.patch("backend.api.ws_api.db")
+    mock_db.connect = AsyncMock()
+    mock_db.disconnect = AsyncMock()
+
+    dummy_app = FastAPI()
+
+    class _Boom(Exception):
+        pass
+
+    with pytest.raises(_Boom):
+        async with lifespan(dummy_app):
+            raise _Boom()
+
+    mock_db.disconnect.assert_awaited_once()
+
+
+# ---------- Health endpoint ----------
+
+
+def test_health_endpoint_returns_ok() -> None:
+    # TestClient triggers lifespan — stub it out so Prisma isn't hit.
+    from contextlib import asynccontextmanager
+
+    from fastapi.testclient import TestClient
+
+    import backend.api.ws_api as ws_api
+
+    @asynccontextmanager
+    async def _noop_lifespan(app):
+        yield
+
+    # Replace the app-level lifespan temporarily.
+    real_router_lifespan = ws_api.app.router.lifespan_context
+    ws_api.app.router.lifespan_context = _noop_lifespan
+    try:
+        with TestClient(ws_api.app) as client:
+            r = client.get("/")
+        assert r.status_code == 200
+        assert r.json() == {"status": "healthy"}
+    finally:
+        ws_api.app.router.lifespan_context = real_router_lifespan

autogpt_platform/backend/backend/app.py

@@ -38,19 +38,23 @@ def main(**kwargs):
 
     from backend.api.rest_api import AgentServer
     from backend.api.ws_api import WebsocketServer
+    from backend.copilot.bot.app import CoPilotChatBridge
     from backend.copilot.executor.manager import CoPilotExecutor
     from backend.data.db_manager import DatabaseManager
     from backend.executor import ExecutionManager, Scheduler
     from backend.notifications import NotificationManager
+    from backend.platform_linking.manager import PlatformLinkingManager
 
     run_processes(
         DatabaseManager().set_log_level("warning"),
         Scheduler(),
         NotificationManager(),
+        PlatformLinkingManager(),
         WebsocketServer(),
         AgentServer(),
         ExecutionManager(),
         CoPilotExecutor(),
+        CoPilotChatBridge(),
         **kwargs,
     )
 

autogpt_platform/backend/backend/blocks/_base.py

@@ -25,6 +25,7 @@ from backend.data.model import (
     Credentials,
     CredentialsFieldInfo,
     CredentialsMetaInput,
+    NodeExecutionStats,
     SchemaField,
     is_credentials_field_name,
 )
@@ -43,7 +44,7 @@ logger = logging.getLogger(__name__)
 
 if TYPE_CHECKING:
     from backend.data.execution import ExecutionContext
-    from backend.data.model import ContributorDetails, NodeExecutionStats
+    from backend.data.model import ContributorDetails
 
     from ..data.graph import Link
 
@@ -95,27 +96,64 @@ class BlockCategory(Enum):
 
 
 class BlockCostType(str, Enum):
-    RUN = "run"  # cost X credits per run
-    BYTE = "byte"  # cost X credits per byte
-    SECOND = "second"  # cost X credits per second
+    # RUN       : cost_amount credits per run.
+    # BYTE      : cost_amount credits per byte of input data.
+    # SECOND    : cost_amount credits per cost_divisor walltime seconds.
+    # ITEMS     : cost_amount credits per cost_divisor items (from stats).
+    # COST_USD  : cost_amount credits per USD of stats.provider_cost.
+    # TOKENS    : per-(model, provider) rate table lookup; see TOKEN_COST.
+    RUN = "run"
+    BYTE = "byte"
+    SECOND = "second"
+    ITEMS = "items"
+    COST_USD = "cost_usd"
+    TOKENS = "tokens"
+
+    @property
+    def is_dynamic(self) -> bool:
+        """Real charge is computed post-flight from stats.
+
+        Dynamic types (SECOND/ITEMS/COST_USD/TOKENS) return 0 pre-flight and
+        settle against stats via charge_reconciled_usage once the block runs.
+        """
+        return self in _DYNAMIC_COST_TYPES
+
+
+_DYNAMIC_COST_TYPES: frozenset[BlockCostType] = frozenset(
+    {
+        BlockCostType.SECOND,
+        BlockCostType.ITEMS,
+        BlockCostType.COST_USD,
+        BlockCostType.TOKENS,
+    }
+)
 
 
 class BlockCost(BaseModel):
     cost_amount: int
     cost_filter: BlockInput
     cost_type: BlockCostType
+    # cost_divisor: interpret cost_amount as "credits per cost_divisor units".
+    # Only meaningful for SECOND / ITEMS. TOKENS routes through TOKEN_COST
+    # rate tables (per-model input/output/cache pricing) and ignores
+    # cost_divisor entirely. Defaults to 1 so existing RUN/BYTE entries stay
+    # point-wise. Example: cost_amount=1, cost_divisor=10 under SECOND means
+    # "1 credit per 10 seconds of walltime".
+    cost_divisor: int = 1
 
     def __init__(
         self,
         cost_amount: int,
         cost_type: BlockCostType = BlockCostType.RUN,
         cost_filter: Optional[BlockInput] = None,
+        cost_divisor: int = 1,
         **data: Any,
     ) -> None:
         super().__init__(
             cost_amount=cost_amount,
             cost_filter=cost_filter or {},
             cost_type=cost_type,
+            cost_divisor=max(1, cost_divisor),
             **data,
         )
 
@@ -167,9 +205,31 @@ class BlockSchema(BaseModel):
         return cls.cached_jsonschema
 
     @classmethod
-    def validate_data(cls, data: BlockInput) -> str | None:
+    def validate_data(
+        cls,
+        data: BlockInput,
+        exclude_fields: set[str] | None = None,
+    ) -> str | None:
+        schema = cls.jsonschema()
+        if exclude_fields:
+            # Drop the excluded fields from both the properties and the
+            # ``required`` list so jsonschema doesn't flag them as missing.
+            # Used by the dry-run path to skip credentials validation while
+            # still validating the remaining block inputs.
+            schema = {
+                **schema,
+                "properties": {
+                    k: v
+                    for k, v in schema.get("properties", {}).items()
+                    if k not in exclude_fields
+                },
+                "required": [
+                    r for r in schema.get("required", []) if r not in exclude_fields
+                ],
+            }
+            data = {k: v for k, v in data.items() if k not in exclude_fields}
         return json.validate_with_jsonschema(
-            schema=cls.jsonschema(),
+            schema=schema,
             data={k: v for k, v in data.items() if v is not None},
         )
 
@@ -310,6 +370,8 @@ class BlockSchema(BaseModel):
                 "credentials_provider": [config.get("provider", "google")],
                 "credentials_types": [config.get("type", "oauth2")],
                 "credentials_scopes": config.get("scopes"),
+                "is_auto_credential": True,
+                "input_field_name": info["field_name"],
             }
             result[kwarg_name] = CredentialsFieldInfo.model_validate(
                 auto_schema, by_alias=True
@@ -455,8 +517,6 @@ class Block(ABC, Generic[BlockSchemaInputType, BlockSchemaOutputType]):
             disabled: If the block is disabled, it will not be available for execution.
             static_output: Whether the output links of the block are static by default.
         """
-        from backend.data.model import NodeExecutionStats
-
         self.id = id
         self.input_schema = input_schema
         self.output_schema = output_schema
@@ -474,7 +534,7 @@ class Block(ABC, Generic[BlockSchemaInputType, BlockSchemaOutputType]):
         self.is_sensitive_action = is_sensitive_action
         # Read from ClassVar set by initialize_blocks()
         self.optimized_description: str | None = type(self)._optimized_description
-        self.execution_stats: "NodeExecutionStats" = NodeExecutionStats()
+        self.execution_stats: NodeExecutionStats = NodeExecutionStats()
 
         if self.webhook_config:
             if isinstance(self.webhook_config, BlockWebhookConfig):
@@ -554,7 +614,7 @@ class Block(ABC, Generic[BlockSchemaInputType, BlockSchemaOutputType]):
                 return data
         raise ValueError(f"{self.name} did not produce any output for {output}")
 
-    def merge_stats(self, stats: "NodeExecutionStats") -> "NodeExecutionStats":
+    def merge_stats(self, stats: NodeExecutionStats) -> NodeExecutionStats:
         self.execution_stats += stats
         return self.execution_stats
 
@@ -698,13 +758,90 @@ class Block(ABC, Generic[BlockSchemaInputType, BlockSchemaOutputType]):
             if should_pause:
                 return
 
-        # Validate the input data (original or reviewer-modified) once
-        if error := self.input_schema.validate_data(input_data):
-            raise BlockInputError(
-                message=f"Unable to execute block with invalid input data: {error}",
-                block_name=self.name,
-                block_id=self.id,
-            )
+        # Validate the input data (original or reviewer-modified) once.
+        # In dry-run mode, credential fields may contain sentinel None values
+        # that would fail JSON schema required checks.  We still validate the
+        # non-credential fields so blocks that execute for real during dry-run
+        # (e.g. AgentExecutorBlock) get proper input validation.
+        is_dry_run = getattr(kwargs.get("execution_context"), "dry_run", False)
+        if is_dry_run:
+            # Credential fields may be absent (LLM-built agents often skip
+            # wiring them) or nullified earlier in the pipeline. Validate
+            # the non-credential inputs against a schema with those fields
+            # excluded — stripping only the data while keeping them in the
+            # ``required`` list would falsely report ``'credentials' is a
+            # required property``.
+            cred_field_names = set(self.input_schema.get_credentials_fields().keys())
+            if error := self.input_schema.validate_data(
+                input_data, exclude_fields=cred_field_names
+            ):
+                raise BlockInputError(
+                    message=f"Unable to execute block with invalid input data: {error}",
+                    block_name=self.name,
+                    block_id=self.id,
+                )
+        else:
+            if error := self.input_schema.validate_data(input_data):
+                raise BlockInputError(
+                    message=f"Unable to execute block with invalid input data: {error}",
+                    block_name=self.name,
+                    block_id=self.id,
+                )
+
+        # Ensure auto-credential kwargs are present before we hand off to
+        # run(). A missing auto-credential means the upstream field (e.g.
+        # a Google Drive picker) didn't embed a _credentials_id, or the
+        # executor couldn't resolve it. Without this guard, run() would
+        # crash with a TypeError (missing required kwarg) or an opaque
+        # AttributeError deep inside the provider SDK.
+        #
+        # Only raise when the field is ALSO not populated in input_data.
+        # ``_acquire_auto_credentials`` intentionally skips setting the
+        # kwarg in two legitimate cases — ``_credentials_id`` is ``None``
+        # (chained from upstream) or the field is missing from
+        # ``input_data`` at prep time (connected from upstream block).
+        # In both cases the upstream block is expected to populate the
+        # field value by execute time; raising here would break the
+        # documented ``AgentGoogleDriveFileInputBlock`` chaining pattern.
+        # Dry-run skips because the executor intentionally runs blocks
+        # without resolved creds for schema validation.
+        if not is_dry_run:
+            for (
+                kwarg_name,
+                info,
+            ) in self.input_schema.get_auto_credentials_fields().items():
+                kwargs.setdefault(kwarg_name, None)
+                if kwargs[kwarg_name] is not None:
+                    continue
+                # Upstream-chained pattern: the field was populated by a
+                # prior node (e.g. AgentGoogleDriveFileInputBlock) whose
+                # output carries a resolved ``_credentials_id``.
+                # ``_acquire_auto_credentials`` deliberately doesn't set
+                # the kwarg in that case because the value isn't available
+                # at prep time; the executor fills it in before we reach
+                # ``_execute``. Trust it if the ``_credentials_id`` KEY
+                # is present — its value may be explicitly ``None`` in
+                # the chained case (see sentry thread
+                # PRRT_kwDOJKSTjM58sJfA). Checking truthiness here would
+                # falsely preempt run() for every valid chained graph
+                # that ships ``_credentials_id=None`` in the picker
+                # object. Mirror ``_acquire_auto_credentials``'s own
+                # skip rule, which treats ``cred_id is None`` as a
+                # chained-skip signal.
+                field_name = info["field_name"]
+                field_value = input_data.get(field_name)
+                if isinstance(field_value, dict) and "_credentials_id" in field_value:
+                    continue
+                raise BlockExecutionError(
+                    message=(
+                        f"Missing credentials for '{kwarg_name}'. "
+                        "Select a file via the picker (which carries "
+                        "its credentials), or connect credentials for "
+                        "this block."
+                    ),
+                    block_name=self.name,
+                    block_id=self.id,
+                )
 
         # Use the validated input data
         async for output_name, output_data in self.run(

autogpt_platform/backend/backend/blocks/_static_provider_configs.py

@@ -0,0 +1,56 @@
+"""Provider descriptions for services that don't yet have their own ``_config.py``.
+
+Every provider in ``_STATIC_PROVIDER_CONFIGS`` below is declared here because
+its block code currently lives either in a single shared file (e.g. the 8 LLM
+providers in ``blocks/llm.py``) or in a single-file block that has no dedicated
+directory (e.g. ``blocks/reddit.py``).
+
+This file gets loaded by the block auto-loader in ``blocks/__init__.py``
+(``rglob("*.py")`` picks it up) so the ``ProviderBuilder(...).build()`` calls
+run at startup and populate ``AutoRegistry`` before the first API request.
+
+**Migration path:** when a provider graduates into its own directory with a
+proper ``_config.py`` (following the SDK pattern, e.g. ``blocks/linear/_config.py``),
+delete its entry here. The metadata will still be served by
+``GET /integrations/providers`` — it just moves to live next to the provider's
+auth and webhook config.
+"""
+
+from backend.data.model import CredentialsType
+from backend.sdk import ProviderBuilder
+
+_STATIC_PROVIDER_CONFIGS: dict[str, tuple[str, tuple[CredentialsType, ...]]] = {
+    # LLM providers that share blocks/llm.py
+    "aiml_api": ("Unified access to 100+ AI models", ("api_key",)),
+    "anthropic": ("Claude language models", ("api_key",)),
+    "groq": ("Fast LLM inference", ("api_key",)),
+    "llama_api": ("Llama model hosting", ("api_key",)),
+    "ollama": ("Run open-source LLMs locally", ("api_key",)),
+    "open_router": ("One API for every LLM", ("api_key",)),
+    "openai": ("GPT models and embeddings", ("api_key",)),
+    "v0": ("AI-generated UI components", ("api_key",)),
+    # Single-file providers (one provider per standalone blocks/*.py file)
+    "d_id": ("AI avatar and video generation", ("api_key",)),
+    "e2b": ("Sandboxed code execution", ("api_key",)),
+    "google_maps": ("Places, directions, geocoding", ("api_key",)),
+    "http": ("Generic HTTP requests", ("api_key", "host_scoped")),
+    "ideogram": ("Text-to-image generation", ("api_key",)),
+    "medium": ("Publish stories and posts", ("api_key",)),
+    "mem0": ("Long-term memory for agents", ("api_key",)),
+    "openweathermap": ("Weather data and forecasts", ("api_key",)),
+    "pinecone": ("Managed vector database", ("api_key",)),
+    "reddit": ("Subreddits, posts, and comments", ("oauth2",)),
+    "revid": ("AI-generated short-form video", ("api_key",)),
+    "screenshotone": ("Automated website screenshots", ("api_key",)),
+    "smtp": ("Send email via SMTP", ("user_password",)),
+    "unreal_speech": ("Low-cost text-to-speech", ("api_key",)),
+    "webshare_proxy": ("Rotating proxies for scraping", ("api_key",)),
+}
+
+for _name, (_description, _auth_types) in _STATIC_PROVIDER_CONFIGS.items():
+    (
+        ProviderBuilder(_name)
+        .with_description(_description)
+        .with_supported_auth_types(*_auth_types)
+        .build()
+    )

autogpt_platform/backend/backend/blocks/agent.py

@@ -49,11 +49,17 @@ class AgentExecutorBlock(Block):
         @classmethod
         def get_missing_input(cls, data: BlockInput) -> set[str]:
             required_fields = cls.get_input_schema(data).get("required", [])
-            return set(required_fields) - set(data)
+            # Check against the nested `inputs` dict, not the top-level node
+            # data — required fields like "topic" live inside data["inputs"],
+            # not at data["topic"].
+            provided = data.get("inputs", {})
+            return set(required_fields) - set(provided)
 
         @classmethod
         def get_mismatch_error(cls, data: BlockInput) -> str | None:
-            return validate_with_jsonschema(cls.get_input_schema(data), data)
+            return validate_with_jsonschema(
+                cls.get_input_schema(data), data.get("inputs", {})
+            )
 
     class Output(BlockSchema):
         # Use BlockSchema to avoid automatic error field that could clash with graph outputs
@@ -88,6 +94,7 @@ class AgentExecutorBlock(Block):
             execution_context=execution_context.model_copy(
                 update={"parent_execution_id": graph_exec_id},
             ),
+            dry_run=execution_context.dry_run,
         )
 
         logger = execution_utils.LogMetadata(
@@ -149,17 +156,25 @@ class AgentExecutorBlock(Block):
                 ExecutionStatus.TERMINATED,
                 ExecutionStatus.FAILED,
             ]:
-                logger.debug(
-                    f"Execution {log_id} received event {event.event_type} with status {event.status}"
+                logger.info(
+                    f"Execution {log_id} skipping event {event.event_type} status={event.status} "
+                    f"node={getattr(event, 'node_exec_id', '?')}"
                 )
                 continue
 
             if event.event_type == ExecutionEventType.GRAPH_EXEC_UPDATE:
                 # If the graph execution is COMPLETED, TERMINATED, or FAILED,
                 # we can stop listening for further events.
+                logger.info(
+                    f"Execution {log_id} graph completed with status {event.status}, "
+                    f"yielded {len(yielded_node_exec_ids)} outputs"
+                )
                 self.merge_stats(
                     NodeExecutionStats(
-                        extra_cost=event.stats.cost if event.stats else 0,
+                        # Sub-graph already debited each of its own nodes; we
+                        # roll up its total so graph_stats.cost reflects the
+                        # full sub-graph spend.
+                        reconciled_cost_delta=(event.stats.cost if event.stats else 0),
                         extra_steps=event.stats.node_exec_count if event.stats else 0,
                     )
                 )

autogpt_platform/backend/backend/blocks/agent_mail/_config.py

@@ -4,11 +4,17 @@ Shared configuration for all AgentMail blocks.
 
 from agentmail import AsyncAgentMail
 
-from backend.sdk import APIKeyCredentials, ProviderBuilder, SecretStr
+from backend.sdk import APIKeyCredentials, BlockCostType, ProviderBuilder, SecretStr
 
+# AgentMail is in beta with no published paid tier yet, but ~37 blocks
+# without any BLOCK_COSTS entry means they currently execute wallet-free.
+# 1 cr/call is a conservative interim floor so no AgentMail work leaks
+# past billing. Revisit once AgentMail publishes usage-based pricing.
 agent_mail = (
     ProviderBuilder("agent_mail")
+    .with_description("Managed email accounts for agents")
     .with_api_key("AGENTMAIL_API_KEY", "AgentMail API Key")
+    .with_base_cost(1, BlockCostType.RUN)
     .build()
 )
 

autogpt_platform/backend/backend/blocks/ai_condition.py

@@ -207,6 +207,9 @@ class AIConditionBlock(AIBlockBase):
             NodeExecutionStats(
                 input_token_count=response.prompt_tokens,
                 output_token_count=response.completion_tokens,
+                cache_read_token_count=response.cache_read_tokens,
+                cache_creation_token_count=response.cache_creation_tokens,
+                provider_cost=response.provider_cost,
             )
         )
         self.prompt = response.prompt

autogpt_platform/backend/backend/blocks/ai_condition_test.py

@@ -47,7 +47,13 @@ def _make_input(**overrides) -> AIConditionBlock.Input:
     return AIConditionBlock.Input(**defaults)
 
 
-def _mock_llm_response(response_text: str) -> LLMResponse:
+def _mock_llm_response(
+    response_text: str,
+    *,
+    cache_read_tokens: int = 0,
+    cache_creation_tokens: int = 0,
+    provider_cost: float | None = None,
+) -> LLMResponse:
     return LLMResponse(
         raw_response="",
         prompt=[],
@@ -56,6 +62,9 @@ def _mock_llm_response(response_text: str) -> LLMResponse:
         prompt_tokens=10,
         completion_tokens=5,
         reasoning=None,
+        cache_read_tokens=cache_read_tokens,
+        cache_creation_tokens=cache_creation_tokens,
+        provider_cost=provider_cost,
     )
 
 
@@ -145,3 +154,35 @@ class TestExceptionPropagation:
         input_data = _make_input()
         with pytest.raises(RuntimeError, match="LLM provider error"):
             await _collect_outputs(block, input_data, credentials=TEST_CREDENTIALS)
+
+
+# ---------------------------------------------------------------------------
+# Regression: cache tokens and provider_cost must be propagated to stats
+# ---------------------------------------------------------------------------
+
+
+class TestCacheTokenPropagation:
+    @pytest.mark.asyncio
+    async def test_cache_tokens_propagated_to_stats(
+        self, monkeypatch: pytest.MonkeyPatch
+    ):
+        """cache_read_tokens and cache_creation_tokens must be forwarded to
+        NodeExecutionStats so that usage dashboards count cached tokens."""
+        block = AIConditionBlock()
+
+        async def spy_llm(**kwargs):
+            return _mock_llm_response(
+                "true",
+                cache_read_tokens=7,
+                cache_creation_tokens=3,
+                provider_cost=0.0012,
+            )
+
+        monkeypatch.setattr(block, "llm_call", spy_llm)
+
+        input_data = _make_input()
+        await _collect_outputs(block, input_data, credentials=TEST_CREDENTIALS)
+
+        assert block.execution_stats.cache_read_token_count == 7
+        assert block.execution_stats.cache_creation_token_count == 3
+        assert block.execution_stats.provider_cost == 0.0012

autogpt_platform/backend/backend/blocks/airtable/_config.py

@@ -10,6 +10,7 @@ from ._webhook import AirtableWebhookManager
 # Configure the Airtable provider with API key authentication
 airtable = (
     ProviderBuilder("airtable")
+    .with_description("Bases, tables, and records")
     .with_api_key("AIRTABLE_API_KEY", "Airtable Personal Access Token")
     .with_webhook_manager(AirtableWebhookManager)
     .with_base_cost(1, BlockCostType.RUN)

autogpt_platform/backend/backend/blocks/apollo/_config.py

@@ -0,0 +1,15 @@
+"""Provider registration for Apollo.
+
+Registers the provider description shown in the settings integrations UI.
+Apollo doesn't use a full :class:`ProviderBuilder` chain (auth is set up in
+``_auth.py``), so this file only declares metadata.
+"""
+
+from backend.sdk import ProviderBuilder
+
+apollo = (
+    ProviderBuilder("apollo")
+    .with_description("Sales intelligence and prospecting")
+    .with_supported_auth_types("api_key")
+    .build()
+)

autogpt_platform/backend/backend/blocks/apollo/organization.py

@@ -17,7 +17,7 @@ from backend.blocks.apollo.models import (
     PrimaryPhone,
     SearchOrganizationsRequest,
 )
-from backend.data.model import CredentialsField, SchemaField
+from backend.data.model import CredentialsField, NodeExecutionStats, SchemaField
 
 
 class SearchOrganizationsBlock(Block):
@@ -218,6 +218,11 @@ To find IDs, identify the values for organization_id when you call this endpoint
     ) -> BlockOutput:
         query = SearchOrganizationsRequest(**input_data.model_dump())
         organizations = await self.search_organizations(query, credentials)
+        self.merge_stats(
+            NodeExecutionStats(
+                provider_cost=float(len(organizations)), provider_cost_type="items"
+            )
+        )
         for organization in organizations:
             yield "organization", organization
         yield "organizations", organizations

autogpt_platform/backend/backend/blocks/apollo/people.py

@@ -21,7 +21,7 @@ from backend.blocks.apollo.models import (
     SearchPeopleRequest,
     SenorityLevels,
 )
-from backend.data.model import CredentialsField, SchemaField
+from backend.data.model import CredentialsField, NodeExecutionStats, SchemaField
 
 
 class SearchPeopleBlock(Block):
@@ -366,4 +366,9 @@ class SearchPeopleBlock(Block):
                 *(enrich_or_fallback(person) for person in people)
             )
 
+        self.merge_stats(
+            NodeExecutionStats(
+                provider_cost=float(len(people)), provider_cost_type="items"
+            )
+        )
         yield "people", people

autogpt_platform/backend/backend/blocks/autopilot.py

@@ -4,8 +4,10 @@ import asyncio
 import contextvars
 import json
 import logging
+import uuid
 from typing import TYPE_CHECKING, Any
 
+from pydantic import field_validator
 from typing_extensions import TypedDict  # Needed for Python <3.12 compatibility
 
 from backend.blocks._base import (
@@ -16,12 +18,14 @@ from backend.blocks._base import (
     BlockSchemaOutput,
 )
 from backend.copilot.permissions import (
+    DISABLED_LEGACY_TOOL_NAMES,
     CopilotPermissions,
     ToolName,
     all_known_tool_names,
     validate_block_identifiers,
 )
 from backend.data.model import SchemaField
+from backend.util.exceptions import BlockExecutionError
 
 if TYPE_CHECKING:
     from backend.data.execution import ExecutionContext
@@ -31,6 +35,37 @@ logger = logging.getLogger(__name__)
 # Block ID shared between autopilot.py and copilot prompting.py.
 AUTOPILOT_BLOCK_ID = "c069dc6b-c3ed-4c12-b6e5-d47361e64ce6"
 
+# Identifiers used when registering an AutoPilotBlock turn with the
+# stream registry — distinguishes block-originated turns from sub-session
+# or HTTP SSE turns in logs / observability.
+_AUTOPILOT_TOOL_CALL_ID = "autopilot_block"
+_AUTOPILOT_TOOL_NAME = "autopilot_block"
+
+# Ceiling on how long AutoPilotBlock.execute_copilot will wait for the
+# enqueued turn's terminal event. Graph blocks run synchronously from
+# the caller's perspective so we wait effectively as long as needed; 6h
+# matches the previous abandoned-task cap and is much longer than any
+# legitimate AutoPilot turn.
+_AUTOPILOT_BLOCK_MAX_WAIT_SECONDS = 6 * 60 * 60  # 6 hours
+
+
+class SubAgentRecursionError(BlockExecutionError):
+    """Raised when the AutoPilot sub-agent nesting depth limit is exceeded.
+
+    Inherits :class:`BlockExecutionError` — this is a known, handled
+    runtime failure at the block level (caller nested AutoPilotBlocks
+    beyond the configured limit). Surfaces with the block_name /
+    block_id the block framework expects, instead of being wrapped in
+    ``BlockUnknownError``.
+    """
+
+    def __init__(self, message: str) -> None:
+        super().__init__(
+            message=message,
+            block_name="AutoPilotBlock",
+            block_id=AUTOPILOT_BLOCK_ID,
+        )
+
 
 class ToolCallEntry(TypedDict):
     """A single tool invocation record from an autopilot execution."""
@@ -165,6 +200,13 @@ class AutoPilotBlock(Block):
         # timeouts internally; wrapping with asyncio.timeout corrupts the
         # SDK's internal stream (see service.py CRITICAL comment).
 
+        @field_validator("tools", mode="before")
+        @classmethod
+        def strip_disabled_legacy_tools(cls, tools: Any) -> Any:
+            if not isinstance(tools, list):
+                return tools
+            return [tool for tool in tools if tool not in DISABLED_LEGACY_TOOL_NAMES]
+
     class Output(BlockSchemaOutput):
         """Output schema for the AutoPilot block."""
 
@@ -263,11 +305,15 @@ class AutoPilotBlock(Block):
         user_id: str,
         permissions: "CopilotPermissions | None" = None,
     ) -> tuple[str, list[ToolCallEntry], str, str, TokenUsage]:
-        """Invoke the copilot and collect all stream results.
+        """Invoke the copilot on the copilot_executor queue and aggregate the
+        result.
 
-        Delegates to :func:`collect_copilot_response` — the shared helper that
-        consumes ``stream_chat_completion_sdk`` without wrapping it in an
-        ``asyncio.timeout`` (the SDK manages its own heartbeat-based timeouts).
+        Delegates to :func:`run_copilot_turn_via_queue` — the shared
+        primitive used by ``run_sub_session`` too — which creates the
+        stream_registry meta record, enqueues the job, and waits on the
+        Redis stream for the terminal event. Any available
+        copilot_executor worker picks up the job, so this call survives
+        the graph-executor worker dying mid-turn (RabbitMQ redelivers).
 
         Args:
             prompt: The user task/instruction.
@@ -280,8 +326,8 @@ class AutoPilotBlock(Block):
         Returns:
             A tuple of (response_text, tool_calls, history_json, session_id, usage).
         """
-        from backend.copilot.sdk.collect import (
-            collect_copilot_response,  # avoid circular import
+        from backend.copilot.sdk.session_waiter import (
+            run_copilot_turn_via_queue,  # avoid circular import
         )
 
         tokens = _check_recursion(max_recursion_depth)
@@ -294,14 +340,35 @@ class AutoPilotBlock(Block):
             if system_context:
                 effective_prompt = f"[System Context: {system_context}]\n\n{prompt}"
 
-            result = await collect_copilot_response(
+            outcome, result = await run_copilot_turn_via_queue(
                 session_id=session_id,
-                message=effective_prompt,
                 user_id=user_id,
+                message=effective_prompt,
+                # Graph block execution is synchronous from the caller's
+                # perspective — wait effectively as long as needed. The
+                # SDK enforces its own idle-based timeout inside the
+                # stream_registry pipeline.
+                timeout=_AUTOPILOT_BLOCK_MAX_WAIT_SECONDS,
                 permissions=effective_permissions,
+                tool_call_id=_AUTOPILOT_TOOL_CALL_ID,
+                tool_name=_AUTOPILOT_TOOL_NAME,
             )
+            if outcome == "failed":
+                raise RuntimeError(
+                    "AutoPilot turn failed — see the session's transcript"
+                )
+            if outcome == "running":
+                raise RuntimeError(
+                    "AutoPilot turn did not complete within "
+                    f"{_AUTOPILOT_BLOCK_MAX_WAIT_SECONDS}s — session "
+                    f"{session_id}"
+                )
 
-            # Build a lightweight conversation summary from streamed data.
+            # Build a lightweight conversation summary from the aggregated data.
+            # When ``result.queued`` is True the prompt rode on an already-
+            # in-flight turn (``run_copilot_turn_via_queue`` queued it and
+            # waited on the existing turn's stream); the aggregated result
+            # is still valid, so the same rendering path applies.
             turn_messages: list[dict[str, Any]] = [
                 {"role": "user", "content": effective_prompt},
             ]
@@ -310,7 +377,7 @@ class AutoPilotBlock(Block):
                     {
                         "role": "assistant",
                         "content": result.response_text,
-                        "tool_calls": result.tool_calls,
+                        "tool_calls": [tc.model_dump() for tc in result.tool_calls],
                     }
                 )
             else:
@@ -321,11 +388,11 @@ class AutoPilotBlock(Block):
 
             tool_calls: list[ToolCallEntry] = [
                 {
-                    "tool_call_id": tc["tool_call_id"],
-                    "tool_name": tc["tool_name"],
-                    "input": tc["input"],
-                    "output": tc["output"],
-                    "success": tc["success"],
+                    "tool_call_id": tc.tool_call_id,
+                    "tool_name": tc.tool_name,
+                    "input": tc.input,
+                    "output": tc.output,
+                    "success": tc.success,
                 }
                 for tc in result.tool_calls
             ]
@@ -383,7 +450,8 @@ class AutoPilotBlock(Block):
         sid = input_data.session_id
         if not sid:
             sid = await self.create_session(
-                execution_context.user_id, dry_run=input_data.dry_run
+                execution_context.user_id,
+                dry_run=input_data.dry_run or execution_context.dry_run,
             )
 
         # NOTE: No asyncio.timeout() here — the SDK manages its own
@@ -409,8 +477,41 @@ class AutoPilotBlock(Block):
             yield "session_id", sid
             yield "error", "AutoPilot execution was cancelled."
             raise
+        except SubAgentRecursionError as exc:
+            # Deliberate block — re-enqueueing would immediately hit the limit
+            # again, so skip recovery and just surface the error.
+            yield "session_id", sid
+            yield "error", str(exc)
         except Exception as exc:
             yield "session_id", sid
+            # Recovery enqueue must happen BEFORE yielding "error": the block
+            # framework (_base.execute) raises BlockExecutionError immediately
+            # when it sees ("error", ...) and stops consuming the generator,
+            # so any code after that yield is dead code in production.
+            effective_prompt = input_data.prompt
+            if input_data.system_context:
+                effective_prompt = (
+                    f"[System Context: {input_data.system_context}]\n\n"
+                    f"{input_data.prompt}"
+                )
+            try:
+                await _enqueue_for_recovery(
+                    sid,
+                    execution_context.user_id,
+                    effective_prompt,
+                    input_data.dry_run or execution_context.dry_run,
+                )
+            except asyncio.CancelledError:
+                # Task cancelled during recovery — still yield the error
+                # so the session_id + error pair is visible before re-raising.
+                yield "error", str(exc)
+                raise
+            except Exception:
+                logger.warning(
+                    "AutoPilot session %s: recovery enqueue raised unexpectedly",
+                    sid[:12],
+                    exc_info=True,
+                )
             yield "error", str(exc)
 
 
@@ -438,13 +539,13 @@ def _check_recursion(
     when the caller exits to restore the previous depth.
 
     Raises:
-        RuntimeError: If the current depth already meets or exceeds the limit.
+        SubAgentRecursionError: If the current depth already meets or exceeds the limit.
     """
     current = _autopilot_recursion_depth.get()
     inherited = _autopilot_recursion_limit.get()
     limit = max_depth if inherited is None else min(inherited, max_depth)
     if current >= limit:
-        raise RuntimeError(
+        raise SubAgentRecursionError(
             f"AutoPilot recursion depth limit reached ({limit}). "
             "The autopilot has called itself too many times."
         )
@@ -535,3 +636,51 @@ def _merge_inherited_permissions(
     # Return the token so the caller can restore the previous value in finally.
     token = _inherited_permissions.set(merged)
     return merged, token
+
+
+# ---------------------------------------------------------------------------
+# Recovery helpers
+# ---------------------------------------------------------------------------
+
+
+async def _enqueue_for_recovery(
+    session_id: str,
+    user_id: str,
+    message: str,
+    dry_run: bool,
+) -> None:
+    """Re-enqueue an orphaned sub-agent session so a fresh executor picks it up.
+
+    When ``execute_copilot`` raises an unexpected exception the sub-agent
+    session is left with ``last_role=user`` and no active consumer — identical
+    to the state that caused Toran's reports of silent sub-agents.  Publishing
+    the original prompt back to the copilot queue lets the executor service
+    resume the session without manual intervention.
+
+    Skipped for dry-run sessions (no real consumers listen to the queue for
+    simulated sessions).  Any failure to publish is logged and swallowed so
+    it never masks the original exception.
+    """
+    if dry_run:
+        return
+    try:
+        from backend.copilot.executor.utils import (  # avoid circular import
+            enqueue_copilot_turn,
+        )
+
+        await asyncio.wait_for(
+            enqueue_copilot_turn(
+                session_id=session_id,
+                user_id=user_id,
+                message=message,
+                turn_id=str(uuid.uuid4()),
+            ),
+            timeout=10,
+        )
+        logger.info("AutoPilot session %s enqueued for recovery", session_id[:12])
+    except Exception:
+        logger.warning(
+            "AutoPilot session %s: failed to enqueue for recovery",
+            session_id[:12],
+            exc_info=True,
+        )

autogpt_platform/backend/backend/blocks/autopilot_permissions_test.py

@@ -62,6 +62,14 @@ class TestBuildAndValidatePermissions:
         with pytest.raises(ValidationError, match="not_a_real_tool"):
             _make_input(tools=["not_a_real_tool"])
 
+    async def test_disabled_legacy_tool_is_accepted_and_removed(self):
+        inp = _make_input(tools=["ask_question", "run_block"])
+        result = await _build_and_validate_permissions(inp)
+
+        assert inp.tools == ["run_block"]
+        assert isinstance(result, CopilotPermissions)
+        assert result.tools == ["run_block"]
+
     async def test_valid_block_name_accepted(self):
         mock_block_cls = MagicMock()
         mock_block_cls.return_value.name = "HTTP Request"

autogpt_platform/backend/backend/blocks/ayrshare/_config.py

@@ -0,0 +1,26 @@
+"""Shared provider config for Ayrshare social-media blocks.
+
+The "credential" exposed to blocks is the **per-user Ayrshare profile key**,
+not the org-level ``AYRSHARE_API_KEY``.  Profile keys are provisioned per
+user by :class:`~backend.integrations.managed_providers.ayrshare.AyrshareManagedProvider`
+and stored in the normal credentials list with ``is_managed=True``, so every
+Ayrshare block fits the standard credential flow:
+
+    credentials: CredentialsMetaInput = ayrshare.credentials_field(...)
+
+``run_block`` / ``resolve_block_credentials`` take care of the rest.
+
+``with_managed_api_key()`` registers ``api_key`` as a supported auth type
+without the env-var-backed default credential that ``with_api_key()`` would
+create — the org-level ``AYRSHARE_API_KEY`` is the admin key and must never
+reach a block as a "profile key".
+"""
+
+from backend.sdk import ProviderBuilder
+
+ayrshare = (
+    ProviderBuilder("ayrshare")
+    .with_description("Post to every social network")
+    .with_managed_api_key()
+    .build()
+)

autogpt_platform/backend/backend/blocks/ayrshare/_cost.py

@@ -0,0 +1,18 @@
+from backend.sdk import BlockCost, BlockCostType
+
+# Ayrshare is a subscription proxy ($149/mo Business). Per-post credit charges
+# prevent a single heavy user from absorbing the fixed cost and align with the
+# upload cost of each post variant.
+# cost_filter matches on input_data.is_video BEFORE run() executes, so the flag
+# has to be correct at input-eval time. Video-only platforms (YouTube, Snapchat)
+# override the base default to True; platforms that accept both (TikTok, etc.)
+# rely on the caller setting is_video explicitly for accurate billing.
+# First match wins in block_usage_cost, so list the video tier first.
+AYRSHARE_POST_COSTS = (
+    BlockCost(
+        cost_amount=5, cost_type=BlockCostType.RUN, cost_filter={"is_video": True}
+    ),
+    BlockCost(
+        cost_amount=2, cost_type=BlockCostType.RUN, cost_filter={"is_video": False}
+    ),
+)

autogpt_platform/backend/backend/blocks/ayrshare/_util.py

@@ -4,22 +4,25 @@ from typing import Optional
 from pydantic import BaseModel, Field
 
 from backend.blocks._base import BlockSchemaInput
-from backend.data.model import SchemaField, UserIntegrations
+from backend.data.model import CredentialsMetaInput, SchemaField
 from backend.integrations.ayrshare import AyrshareClient
-from backend.util.clients import get_database_manager_async_client
 from backend.util.exceptions import MissingConfigError
 
-
-async def get_profile_key(user_id: str):
-    user_integrations: UserIntegrations = (
-        await get_database_manager_async_client().get_user_integrations(user_id)
-    )
-    return user_integrations.managed_credentials.ayrshare_profile_key
+from ._config import ayrshare
 
 
 class BaseAyrshareInput(BlockSchemaInput):
     """Base input model for Ayrshare social media posts with common fields."""
 
+    credentials: CredentialsMetaInput = ayrshare.credentials_field(
+        description=(
+            "Ayrshare profile credential. AutoGPT provisions this managed "
+            "credential automatically — the user does not create it. After "
+            "it's in place, the user links each social account via the "
+            "Ayrshare SSO popup in the Builder."
+        ),
+    )
+
     post: str = SchemaField(
         description="The post text to be published", default="", advanced=False
     )
@@ -29,7 +32,9 @@ class BaseAyrshareInput(BlockSchemaInput):
         advanced=False,
     )
     is_video: bool = SchemaField(
-        description="Whether the media is a video", default=False, advanced=True
+        description="Whether the media is a video. Set to True when uploading a video so billing applies the video tier.",
+        default=False,
+        advanced=True,
     )
     schedule_date: Optional[datetime] = SchemaField(
         description="UTC datetime for scheduling (YYYY-MM-DDThh:mm:ssZ)",

autogpt_platform/backend/backend/blocks/ayrshare/post_to_bluesky.py

@@ -1,16 +1,20 @@
 from backend.integrations.ayrshare import PostIds, PostResponse, SocialPlatform
 from backend.sdk import (
+    APIKeyCredentials,
     Block,
     BlockCategory,
     BlockOutput,
     BlockSchemaOutput,
     BlockType,
     SchemaField,
+    cost,
 )
 
-from ._util import BaseAyrshareInput, create_ayrshare_client, get_profile_key
+from ._cost import AYRSHARE_POST_COSTS
+from ._util import BaseAyrshareInput, create_ayrshare_client
 
 
+@cost(*AYRSHARE_POST_COSTS)
 class PostToBlueskyBlock(Block):
     """Block for posting to Bluesky with Bluesky-specific options."""
 
@@ -57,16 +61,10 @@ class PostToBlueskyBlock(Block):
         self,
         input_data: "PostToBlueskyBlock.Input",
         *,
-        user_id: str,
+        credentials: APIKeyCredentials,
         **kwargs,
     ) -> BlockOutput:
         """Post to Bluesky with Bluesky-specific options."""
-
-        profile_key = await get_profile_key(user_id)
-        if not profile_key:
-            yield "error", "Please link a social account via Ayrshare"
-            return
-
         client = create_ayrshare_client()
         if not client:
             yield "error", "Ayrshare integration is not configured. Please set up the AYRSHARE_API_KEY."
@@ -106,7 +104,7 @@ class PostToBlueskyBlock(Block):
             random_media_url=input_data.random_media_url,
             notes=input_data.notes,
             bluesky_options=bluesky_options if bluesky_options else None,
-            profile_key=profile_key.get_secret_value(),
+            profile_key=credentials.api_key.get_secret_value(),
         )
         yield "post_result", response
         if response.postIds:

autogpt_platform/backend/backend/blocks/ayrshare/post_to_facebook.py

@@ -1,21 +1,20 @@
 from backend.integrations.ayrshare import PostIds, PostResponse, SocialPlatform
 from backend.sdk import (
+    APIKeyCredentials,
     Block,
     BlockCategory,
     BlockOutput,
     BlockSchemaOutput,
     BlockType,
     SchemaField,
+    cost,
 )
 
-from ._util import (
-    BaseAyrshareInput,
-    CarouselItem,
-    create_ayrshare_client,
-    get_profile_key,
-)
+from ._cost import AYRSHARE_POST_COSTS
+from ._util import BaseAyrshareInput, CarouselItem, create_ayrshare_client
 
 
+@cost(*AYRSHARE_POST_COSTS)
 class PostToFacebookBlock(Block):
     """Block for posting to Facebook with Facebook-specific options."""
 
@@ -120,15 +119,10 @@ class PostToFacebookBlock(Block):
         self,
         input_data: "PostToFacebookBlock.Input",
         *,
-        user_id: str,
+        credentials: APIKeyCredentials,
         **kwargs,
     ) -> BlockOutput:
         """Post to Facebook with Facebook-specific options."""
-        profile_key = await get_profile_key(user_id)
-        if not profile_key:
-            yield "error", "Please link a social account via Ayrshare"
-            return
-
         client = create_ayrshare_client()
         if not client:
             yield "error", "Ayrshare integration is not configured. Please set up the AYRSHARE_API_KEY."
@@ -204,7 +198,7 @@ class PostToFacebookBlock(Block):
             random_media_url=input_data.random_media_url,
             notes=input_data.notes,
             facebook_options=facebook_options if facebook_options else None,
-            profile_key=profile_key.get_secret_value(),
+            profile_key=credentials.api_key.get_secret_value(),
         )
         yield "post_result", response
         if response.postIds:

autogpt_platform/backend/backend/blocks/ayrshare/post_to_gmb.py

@@ -1,16 +1,20 @@
 from backend.integrations.ayrshare import PostIds, PostResponse, SocialPlatform
 from backend.sdk import (
+    APIKeyCredentials,
     Block,
     BlockCategory,
     BlockOutput,
     BlockSchemaOutput,
     BlockType,
     SchemaField,
+    cost,
 )
 
-from ._util import BaseAyrshareInput, create_ayrshare_client, get_profile_key
+from ._cost import AYRSHARE_POST_COSTS
+from ._util import BaseAyrshareInput, create_ayrshare_client
 
 
+@cost(*AYRSHARE_POST_COSTS)
 class PostToGMBBlock(Block):
     """Block for posting to Google My Business with GMB-specific options."""
 
@@ -110,14 +114,13 @@ class PostToGMBBlock(Block):
         )
 
     async def run(
-        self, input_data: "PostToGMBBlock.Input", *, user_id: str, **kwargs
+        self,
+        input_data: "PostToGMBBlock.Input",
+        *,
+        credentials: APIKeyCredentials,
+        **kwargs
     ) -> BlockOutput:
         """Post to Google My Business with GMB-specific options."""
-        profile_key = await get_profile_key(user_id)
-        if not profile_key:
-            yield "error", "Please link a social account via Ayrshare"
-            return
-
         client = create_ayrshare_client()
         if not client:
             yield "error", "Ayrshare integration is not configured. Please set up the AYRSHARE_API_KEY."
@@ -202,7 +205,7 @@ class PostToGMBBlock(Block):
             random_media_url=input_data.random_media_url,
             notes=input_data.notes,
             gmb_options=gmb_options if gmb_options else None,
-            profile_key=profile_key.get_secret_value(),
+            profile_key=credentials.api_key.get_secret_value(),
         )
         yield "post_result", response
         if response.postIds: