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30 Commits

Author SHA1 Message Date
github-actions[bot]
9559e618c3 Update version to v1.4.255 and commit 2025-07-16 21:38:03 +00:00
Kayvan Sylvan
ac32e8e64a Merge branch 'danielmiessler:main' into main 2025-07-16 14:35:00 -07:00
Kayvan Sylvan
82340e6126 chore: add more paths to update-version-andcreate-tag workflow to reduce unnecessary tagging 2025-07-16 14:34:29 -07:00
github-actions[bot]
5dec53726a Update version to v1.4.254 and commit 2025-07-16 21:21:12 +00:00
Kayvan Sylvan
b0eb136cbb Merge pull request #1621 from robertocarvajal/main
Adds generate code rules pattern
2025-07-16 14:19:46 -07:00
Roberto Carvajal
63f4370ff1 Adds generate code rules pattern
Signed-off-by: Roberto Carvajal <roberto.carvajal@gmail.com>
2025-07-16 11:15:55 -04:00
Kayvan Sylvan
b3cc2c737d docs: Update CHANGELOG after v1.4.253 2025-07-15 22:36:26 -07:00
github-actions[bot]
e43b4191e4 Update version to v1.4.253 and commit 2025-07-16 05:34:13 +00:00
Kayvan Sylvan
744c565120 Merge pull request #1620 from ksylvan/0715-thinking-flags-completions-scripts
Update Shell Completions for New Think-Block Suppression Options
2025-07-15 22:32:41 -07:00
Kayvan Sylvan
1473ac1465 feat: add 'think' tag options for text suppression and completion
### CHANGES

- Remove outdated update notes from README
- Add `--suppress-think` option to suppress 'think' tags
- Introduce `--think-start-tag` and `--think-end-tag` options
- Update bash completion with 'think' tag options
- Update fish completion with 'think' tag options
2025-07-15 22:26:12 -07:00
Kayvan Sylvan
c38c16f0db docs: Update CHANGELOG after v.1.4.252 2025-07-15 22:08:43 -07:00
github-actions[bot]
a4b1db4193 Update version to v1.4.252 and commit 2025-07-16 05:05:47 +00:00
Kayvan Sylvan
d44bc19a84 Merge pull request #1619 from ksylvan/0715-suppress-think
Feature: Optional Hiding of Model Thinking Process with Configurable Tags
2025-07-15 22:04:12 -07:00
Kayvan Sylvan
a2e618e11c perf: add regex caching to StripThinkBlocks function for improved performance 2025-07-15 22:02:16 -07:00
Kayvan Sylvan
cb90379b30 feat: add suppress-think feature to filter AI reasoning output
## CHANGES

- Add suppress-think flag to hide thinking blocks
- Configure customizable start and end thinking tags
- Strip thinking content from final response output
- Update streaming logic to respect suppress-think setting
- Add YAML configuration support for thinking options
- Implement StripThinkBlocks utility function for content filtering
- Add comprehensive tests for thinking suppression functionality
2025-07-15 21:52:27 -07:00
Kayvan Sylvan
4868687746 chore: Update CHANGELOG after v1.4.251 2025-07-15 21:44:14 -07:00
github-actions[bot]
85780fee76 Update version to v1.4.251 and commit 2025-07-16 03:49:08 +00:00
Kayvan Sylvan
497b1ed682 Merge pull request #1618 from ksylvan/0715-refrain-from-version-bumping-when-only-changelog-cache-changes
Update GitHub Workflow to Ignore Additional File Paths
2025-07-15 20:47:35 -07:00
Kayvan Sylvan
135433b749 ci: update workflow to ignore additional paths during version updates
## CHANGES

- Add `data/strategies/**` to paths-ignore list
- Add `cmd/generate_changelog/*.db` to paths-ignore list
- Prevent workflow triggers from strategy data changes
- Prevent workflow triggers from changelog database files
2025-07-15 20:38:44 -07:00
github-actions[bot]
f185dedb37 Update version to v1.4.250 and commit 2025-07-16 02:31:31 +00:00
Kayvan Sylvan
c74a157dcf docs: Update changelog with v1.4.249 changes 2025-07-15 19:29:46 -07:00
github-actions[bot]
91a336e870 Update version to v1.4.249 and commit 2025-07-16 01:32:15 +00:00
Kayvan Sylvan
5212fbcc37 Merge pull request #1617 from ksylvan/0715-really-really-fix-changelog-pr-sync-issue
Improve PR Sync Logic for Changelog Generator
2025-07-15 18:30:42 -07:00
Kayvan Sylvan
6d8eb3d2b9 chore: add log message for missing PRs in cache 2025-07-15 18:27:06 -07:00
Kayvan Sylvan
d3bba5d026 feat: preserve PR numbers during version cache merges
### CHANGES

- Enhance changelog to associate PR numbers with version tags
- Improve PR number parsing with proper error handling
- Collect all PR numbers for commits between version tags
- Associate aggregated PR numbers with each version entry
- Update cached versions with newly found PR numbers
- Add check for missing PRs to trigger sync if needed
2025-07-15 18:12:07 -07:00
github-actions[bot]
699762b694 Update version to v1.4.248 and commit 2025-07-16 00:24:44 +00:00
Kayvan Sylvan
f2a6f1bd98 Merge pull request #1616 from ksylvan/0715-fix-changelog-cache-logic
Preserve PR Numbers During Version Cache Merges
2025-07-15 17:23:17 -07:00
Kayvan Sylvan
3176adf59b fix: improve PR number parsing with proper error handling 2025-07-15 17:18:45 -07:00
Kayvan Sylvan
7e29966622 feat: enhance changelog to correctly associate PR numbers with version tags
### CHANGES

-   Collect all PR numbers for commits between version tags.
-   Associate aggregated PR numbers with each version entry.
-   Update cached versions with newly found PR numbers.
-   Attribute all changes in a version to relevant PRs.
2025-07-15 17:06:40 -07:00
Kayvan Sylvan
0af0ab683d docs: reorganize v1.4.247 changelog to attribute changes to PR #1613 2025-07-15 07:03:04 -07:00
24 changed files with 910 additions and 724 deletions

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@@ -7,6 +7,10 @@ on:
paths-ignore:
- "data/patterns/**"
- "**/*.md"
- "data/strategies/**"
- "cmd/generate_changelog/*.db"
- "scripts/pattern_descriptions/*.json"
- "web/static/data/pattern_descriptions.json"
permissions:
contents: write # Ensure the workflow has write permissions

File diff suppressed because it is too large Load Diff

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@@ -113,30 +113,9 @@ Keep in mind that many of these were recorded when Fabric was Python-based, so r
## Updates
> [!NOTE]
>
> July 4, 2025
>
> - **Web Search**: Fabric now supports web search for Anthropic and OpenAI models using the `--search` and `--search-location` flags. This replaces the previous plugin-based search, so you may want to remove the old `ANTHROPIC_WEB_SEARCH_TOOL_*` variables from your `~/.config/fabric/.env` file.
> - **Image Generation**: Fabric now has powerful image generation capabilities with OpenAI.
> - Generate images from text prompts and save them using `--image-file`.
> - Edit existing images by providing an input image with `--attachment`.
> - Control image `size`, `quality`, `compression`, and `background` with the new `--image-*` flags.
>
>June 17, 2025
>
>- Fabric now supports Perplexity AI. Configure it by using `fabric -S` to add your Perplexity AI API Key,
> and then try:
>
> ```bash
> fabric -m sonar-pro "What is the latest world news?"
> ```
>
>June 11, 2025
>
>- Fabric's YouTube transcription now needs `yt-dlp` to be installed. Make sure to install the latest
> version (2025.06.09 as of this note). The YouTube API key is only needed for comments (the `--comments` flag)
> and metadata extraction (the `--metadata` flag).
Fabric is evolving rapidly.
Stay current with the latest features by reviewing the [CHANGELOG](./CHANGELOG.md) for all recent changes.
## Philosophy

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@@ -1,3 +1,3 @@
package main
var version = "v1.4.247"
var version = "v1.4.255"

Binary file not shown.

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@@ -107,8 +107,13 @@ func (g *Generator) collectData() error {
// Merge new versions into cached versions (only add if not already cached)
for name, version := range newVersions {
if name != "Unreleased" { // Handle Unreleased separately
if _, exists := g.versions[name]; !exists {
if existingVersion, exists := g.versions[name]; !exists {
g.versions[name] = version
} else {
// Update existing version with new PR numbers if they're missing
if len(existingVersion.PRNumbers) == 0 && len(version.PRNumbers) > 0 {
existingVersion.PRNumbers = version.PRNumbers
}
}
}
}
@@ -205,8 +210,26 @@ func (g *Generator) fetchPRs() error {
lastSync, _ = g.cache.GetLastPRSync()
}
// Check if we need to sync for missing PRs
missingPRs := false
for _, version := range g.versions {
for _, prNum := range version.PRNumbers {
if _, exists := g.prs[prNum]; !exists {
missingPRs = true
break
}
}
if missingPRs {
break
}
}
if missingPRs {
fmt.Fprintf(os.Stderr, "Full sync triggered due to missing PRs in cache.\n")
}
// If we have never synced or it's been more than 24 hours, do a full sync
needsSync := lastSync.IsZero() || time.Since(lastSync) > 24*time.Hour || g.cfg.ForcePRSync
// Also sync if we have versions with PR numbers that aren't cached
needsSync := lastSync.IsZero() || time.Since(lastSync) > 24*time.Hour || g.cfg.ForcePRSync || missingPRs
if !needsSync {
fmt.Fprintf(os.Stderr, "Using cached PR data (last sync: %s)\n", lastSync.Format("2006-01-02 15:04:05"))

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@@ -314,6 +314,7 @@ func (w *Walker) WalkHistorySinceTag(sinceTag string) (map[string]*Version, erro
versions := make(map[string]*Version)
currentVersion := "Unreleased"
prNumbers := make(map[string][]int)
err = commitIter.ForEach(func(c *object.Commit) error {
// Stop iteration when the hash of the current commit matches the hash of the specified sinceTag commit
@@ -348,12 +349,15 @@ func (w *Walker) WalkHistorySinceTag(sinceTag string) (map[string]*Version, erro
}
// Check for PR merge pattern
if commit.IsMerge {
if matches := prPattern.FindStringSubmatch(commit.Message); len(matches) > 1 {
if prNumber, err := strconv.Atoi(matches[1]); err == nil {
commit.PRNumber = prNumber
}
if matches := prPattern.FindStringSubmatch(commit.Message); len(matches) > 1 {
prNumber, err := strconv.Atoi(matches[1])
if err != nil {
// Handle parsing error (e.g., log it or skip processing)
return fmt.Errorf("failed to parse PR number: %v", err)
}
commit.PRNumber = prNumber
prNumbers[currentVersion] = append(prNumbers[currentVersion], prNumber)
}
// Add commit to current version
@@ -375,6 +379,11 @@ func (w *Walker) WalkHistorySinceTag(sinceTag string) (map[string]*Version, erro
err = nil
}
// Assign collected PR numbers to each version
for version, prs := range prNumbers {
versions[version].PRNumbers = dedupInts(prs)
}
return versions, err
}

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@@ -110,6 +110,9 @@ _fabric() {
'(--liststrategies)--liststrategies[List all strategies]' \
'(--listvendors)--listvendors[List all vendors]' \
'(--shell-complete-list)--shell-complete-list[Output raw list without headers/formatting (for shell completion)]' \
'(--suppress-think)--suppress-think[Suppress text enclosed in thinking tags]' \
'(--think-start-tag)--think-start-tag[Start tag for thinking sections (default: <think>)]:start tag:' \
'(--think-end-tag)--think-end-tag[End tag for thinking sections (default: </think>)]:end tag:' \
'(-h --help)'{-h,--help}'[Show this help message]' \
'*:arguments:'
}

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@@ -13,7 +13,7 @@ _fabric() {
_get_comp_words_by_ref -n : cur prev words cword
# Define all possible options/flags
local opts="--pattern -p --variable -v --context -C --session --attachment -a --setup -S --temperature -t --topp -T --stream -s --presencepenalty -P --raw -r --frequencypenalty -F --listpatterns -l --listmodels -L --listcontexts -x --listsessions -X --updatepatterns -U --copy -c --model -m --modelContextLength --output -o --output-session --latest -n --changeDefaultModel -d --youtube -y --playlist --transcript --transcript-with-timestamps --comments --metadata --language -g --scrape_url -u --scrape_question -q --seed -e --wipecontext -w --wipesession -W --printcontext --printsession --readability --input-has-vars --dry-run --serve --serveOllama --address --api-key --config --search --search-location --image-file --image-size --image-quality --image-compression --image-background --version --listextensions --addextension --rmextension --strategy --liststrategies --listvendors --shell-complete-list --help -h"
local opts="--pattern -p --variable -v --context -C --session --attachment -a --setup -S --temperature -t --topp -T --stream -s --presencepenalty -P --raw -r --frequencypenalty -F --listpatterns -l --listmodels -L --listcontexts -x --listsessions -X --updatepatterns -U --copy -c --model -m --modelContextLength --output -o --output-session --latest -n --changeDefaultModel -d --youtube -y --playlist --transcript --transcript-with-timestamps --comments --metadata --language -g --scrape_url -u --scrape_question -q --seed -e --wipecontext -w --wipesession -W --printcontext --printsession --readability --input-has-vars --dry-run --serve --serveOllama --address --api-key --config --search --search-location --image-file --image-size --image-quality --image-compression --image-background --suppress-think --think-start-tag --think-end-tag --version --listextensions --addextension --rmextension --strategy --liststrategies --listvendors --shell-complete-list --help -h"
# Helper function for dynamic completions
_fabric_get_list() {
@@ -81,7 +81,7 @@ _fabric() {
return 0
;;
# Options requiring simple arguments (no specific completion logic here)
-v | --variable | -t | --temperature | -T | --topp | -P | --presencepenalty | -F | --frequencypenalty | --modelContextLength | -n | --latest | -y | --youtube | -g | --language | -u | --scrape_url | -q | --scrape_question | -e | --seed | --address | --api-key | --search-location | --image-compression)
-v | --variable | -t | --temperature | -T | --topp | -P | --presencepenalty | -F | --frequencypenalty | --modelContextLength | -n | --latest | -y | --youtube | -g | --language | -u | --scrape_url | -q | --scrape_question | -e | --seed | --address | --api-key | --search-location | --image-compression | --think-start-tag | --think-end-tag)
# No specific completion suggestions, user types the value
return 0
;;

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@@ -69,6 +69,8 @@ complete -c fabric -l image-background -d "Background type: opaque, transparent
complete -c fabric -l addextension -d "Register a new extension from config file path" -r -a "*.yaml *.yml"
complete -c fabric -l rmextension -d "Remove a registered extension by name" -a "(__fabric_get_extensions)"
complete -c fabric -l strategy -d "Choose a strategy from the available strategies" -a "(__fabric_get_strategies)"
complete -c fabric -l think-start-tag -d "Start tag for thinking sections (default: <think>)"
complete -c fabric -l think-end-tag -d "End tag for thinking sections (default: </think>)"
# Boolean flags (no arguments)
complete -c fabric -s S -l setup -d "Run setup for all reconfigurable parts of fabric"
@@ -98,4 +100,5 @@ complete -c fabric -l listextensions -d "List all registered extensions"
complete -c fabric -l liststrategies -d "List all strategies"
complete -c fabric -l listvendors -d "List all vendors"
complete -c fabric -l shell-complete-list -d "Output raw list without headers/formatting (for shell completion)"
complete -c fabric -l suppress-think -d "Suppress text enclosed in thinking tags"
complete -c fabric -s h -l help -d "Show this help message"

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@@ -0,0 +1,8 @@
# IDENTITY AND PURPOSE
You are a senior developer and expert prompt engineer. Think ultra hard to distill the following transcription or tutorial in as little set of unique rules as possible intended for best practices guidance in AI assisted coding tools, each rule has to be in one sentence as a direct instruction, avoid explanations and cosmetic language. Output in Markdown, I prefer bullet dash (-).
---
# TRANSCRIPT

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@@ -41,8 +41,8 @@ func handleChatProcessing(currentFlags *Flags, registry *core.PluginRegistry, me
result := session.GetLastMessage().Content
if !currentFlags.Stream {
// print the result if it was not streamed already
if !currentFlags.Stream || currentFlags.SuppressThink {
// print the result if it was not streamed already or suppress-think disabled streaming output
fmt.Println(result)
}

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@@ -18,4 +18,9 @@ temperature: 0.88
seed: 42
stream: true
raw: false
raw: false
# suppress vendor thinking output
suppressThink: false
thinkStartTag: "<think>"
thinkEndTag: "</think>"

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@@ -83,6 +83,9 @@ type Flags struct {
ImageQuality string `long:"image-quality" description:"Image quality: low, medium, high, auto (default: auto)"`
ImageCompression int `long:"image-compression" description:"Compression level 0-100 for JPEG/WebP formats (default: not set)"`
ImageBackground string `long:"image-background" description:"Background type: opaque, transparent (default: opaque, only for PNG/WebP)"`
SuppressThink bool `long:"suppress-think" yaml:"suppressThink" description:"Suppress text enclosed in thinking tags"`
ThinkStartTag string `long:"think-start-tag" yaml:"thinkStartTag" description:"Start tag for thinking sections" default:"<think>"`
ThinkEndTag string `long:"think-end-tag" yaml:"thinkEndTag" description:"End tag for thinking sections" default:"</think>"`
}
var debug = false
@@ -376,6 +379,15 @@ func (o *Flags) BuildChatOptions() (ret *domain.ChatOptions, err error) {
return nil, err
}
startTag := o.ThinkStartTag
if startTag == "" {
startTag = "<think>"
}
endTag := o.ThinkEndTag
if endTag == "" {
endTag = "</think>"
}
ret = &domain.ChatOptions{
Model: o.Model,
Temperature: o.Temperature,
@@ -392,6 +404,9 @@ func (o *Flags) BuildChatOptions() (ret *domain.ChatOptions, err error) {
ImageQuality: o.ImageQuality,
ImageCompression: o.ImageCompression,
ImageBackground: o.ImageBackground,
SuppressThink: o.SuppressThink,
ThinkStartTag: startTag,
ThinkEndTag: endTag,
}
return
}

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@@ -64,6 +64,9 @@ func TestBuildChatOptions(t *testing.T) {
FrequencyPenalty: 0.2,
Raw: false,
Seed: 1,
SuppressThink: false,
ThinkStartTag: "<think>",
ThinkEndTag: "</think>",
}
options, err := flags.BuildChatOptions()
assert.NoError(t, err)
@@ -85,12 +88,29 @@ func TestBuildChatOptionsDefaultSeed(t *testing.T) {
FrequencyPenalty: 0.2,
Raw: false,
Seed: 0,
SuppressThink: false,
ThinkStartTag: "<think>",
ThinkEndTag: "</think>",
}
options, err := flags.BuildChatOptions()
assert.NoError(t, err)
assert.Equal(t, expectedOptions, options)
}
func TestBuildChatOptionsSuppressThink(t *testing.T) {
flags := &Flags{
SuppressThink: true,
ThinkStartTag: "[[t]]",
ThinkEndTag: "[[/t]]",
}
options, err := flags.BuildChatOptions()
assert.NoError(t, err)
assert.True(t, options.SuppressThink)
assert.Equal(t, "[[t]]", options.ThinkStartTag)
assert.Equal(t, "[[/t]]", options.ThinkEndTag)
}
func TestInitWithYAMLConfig(t *testing.T) {
// Create a temporary YAML config file
configContent := `

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@@ -79,7 +79,9 @@ func (o *Chatter) Send(request *domain.ChatRequest, opts *domain.ChatOptions) (s
for response := range responseChan {
message += response
fmt.Print(response)
if !opts.SuppressThink {
fmt.Print(response)
}
}
// Wait for goroutine to finish
@@ -101,6 +103,10 @@ func (o *Chatter) Send(request *domain.ChatRequest, opts *domain.ChatOptions) (s
}
}
if opts.SuppressThink {
message = domain.StripThinkBlocks(message, opts.ThinkStartTag, opts.ThinkEndTag)
}
if message == "" {
session = nil
err = fmt.Errorf("empty response")

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@@ -15,6 +15,7 @@ import (
type mockVendor struct {
sendStreamError error
streamChunks []string
sendFunc func(context.Context, []*chat.ChatCompletionMessage, *domain.ChatOptions) (string, error)
}
func (m *mockVendor) GetName() string {
@@ -57,6 +58,9 @@ func (m *mockVendor) SendStream(messages []*chat.ChatCompletionMessage, opts *do
}
func (m *mockVendor) Send(ctx context.Context, messages []*chat.ChatCompletionMessage, opts *domain.ChatOptions) (string, error) {
if m.sendFunc != nil {
return m.sendFunc(ctx, messages, opts)
}
return "test response", nil
}
@@ -64,6 +68,51 @@ func (m *mockVendor) NeedsRawMode(modelName string) bool {
return false
}
func TestChatter_Send_SuppressThink(t *testing.T) {
tempDir := t.TempDir()
db := fsdb.NewDb(tempDir)
mockVendor := &mockVendor{}
chatter := &Chatter{
db: db,
Stream: false,
vendor: mockVendor,
model: "test-model",
}
request := &domain.ChatRequest{
Message: &chat.ChatCompletionMessage{
Role: chat.ChatMessageRoleUser,
Content: "test",
},
}
opts := &domain.ChatOptions{
Model: "test-model",
SuppressThink: true,
ThinkStartTag: "<think>",
ThinkEndTag: "</think>",
}
// custom send function returning a message with think tags
mockVendor.sendFunc = func(ctx context.Context, msgs []*chat.ChatCompletionMessage, o *domain.ChatOptions) (string, error) {
return "<think>hidden</think> visible", nil
}
session, err := chatter.Send(request, opts)
if err != nil {
t.Fatalf("Send returned error: %v", err)
}
if session == nil {
t.Fatal("expected session")
}
last := session.GetLastMessage()
if last.Content != "visible" {
t.Errorf("expected filtered content 'visible', got %q", last.Content)
}
}
func TestChatter_Send_StreamingErrorPropagation(t *testing.T) {
// Create a temporary database for testing
tempDir := t.TempDir()

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@@ -33,6 +33,9 @@ type ChatOptions struct {
ImageQuality string
ImageCompression int
ImageBackground string
SuppressThink bool
ThinkStartTag string
ThinkEndTag string
}
// NormalizeMessages remove empty messages and ensure messages order user-assist-user

32
internal/domain/think.go Normal file
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@@ -0,0 +1,32 @@
package domain
import (
"regexp"
"sync"
)
// StripThinkBlocks removes any content between the provided start and end tags
// from the input string. Whitespace following the end tag is also removed so
// output resumes at the next non-empty line.
var (
regexCache = make(map[string]*regexp.Regexp)
cacheMutex sync.Mutex
)
func StripThinkBlocks(input, startTag, endTag string) string {
if startTag == "" || endTag == "" {
return input
}
cacheKey := startTag + "|" + endTag
cacheMutex.Lock()
re, exists := regexCache[cacheKey]
if !exists {
pattern := "(?s)" + regexp.QuoteMeta(startTag) + ".*?" + regexp.QuoteMeta(endTag) + "\\s*"
re = regexp.MustCompile(pattern)
regexCache[cacheKey] = re
}
cacheMutex.Unlock()
return re.ReplaceAllString(input, "")
}

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@@ -0,0 +1,19 @@
package domain
import "testing"
func TestStripThinkBlocks(t *testing.T) {
input := "<think>internal</think>\n\nresult"
got := StripThinkBlocks(input, "<think>", "</think>")
if got != "result" {
t.Errorf("expected %q, got %q", "result", got)
}
}
func TestStripThinkBlocksCustomTags(t *testing.T) {
input := "[[t]]hidden[[/t]] visible"
got := StripThinkBlocks(input, "[[t]]", "[[/t]]")
if got != "visible" {
t.Errorf("expected %q, got %q", "visible", got)
}
}

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@@ -1 +1 @@
"1.4.247"
"1.4.255"

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@@ -1861,6 +1861,16 @@
"CR THINKING",
"SELF"
]
},
{
"patternName": "generate_code_rules",
"description": "Extracts a list of best practices rules for AI coding assisted tools.",
"tags": [
"ANALYSIS",
"EXTRACT",
"DEVELOPMENT",
"AI"
]
}
]
}

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@@ -903,6 +903,10 @@
{
"patternName": "t_check_dunning_kruger",
"pattern_extract": "# IDENTITY You are an expert at understanding deep context about a person or entity, and then creating wisdom from that context combined with the instruction or question given in the input. # STEPS 1. Read the incoming TELOS File thoroughly. Fully understand everything about this person or entity. 2. Deeply study the input instruction or question. 3. Spend significant time and effort thinking about how these two are related, and what would be the best possible output for the person who sent the input. 4. Evaluate the input against the Dunning-Kruger effect and input's prior beliefs. Explore cognitive bias, subjective ability and objective ability for: low-ability areas where the input owner overestimate their knowledge or skill; and the opposite, high-ability areas where the input owner underestimate their knowledge or skill. # EXAMPLE In education, students who overestimate their understanding of a topic may not seek help or put in the necessary effort, while high-achieving students might doubt their abilities. In healthcare, overconfident practitioners might make critical errors, and underconfident practitioners might delay crucial decisions. In politics, politicians with limited expertise might propose simplistic solutions and ignore expert advice. END OF EXAMPLE # OUTPUT - In a section called OVERESTIMATION OF COMPETENCE, output a set of 10, 16-word bullets, that capture the principal misinterpretation of lack of knowledge or skill which are leading the input owner to believe they are more knowledgeable or skilled than they actually are. - In a section called UNDERESTIMATION OF COMPETENCE, output a set of 10, 16-word bullets,that capture the principal misinterpreation of underestimation of their knowledge or skill which are preventing the input owner to see opportunities. - In a section called METACOGNITIVIVE SKILLS, output a set of 10-word bullets that expose areas where the input owner struggles to accuratelly assess their own performance and may not be aware of the gap between their actual ability and their perceived ability. - In a section called IMPACT ON DECISION MAKING, output a set of 10-word bullets exposing facts, biases, traces of behavior based on overinflated self-assessment, that can lead to poor decisions. - At the end summarize the findings and give the input owner a motivational and constructive perspective on how they can start to tackle principal 5 gaps in their perceived skills and knowledge competencies. Don't be over simplistic. # OUTPUT INSTRUCTIONS 1. Only output valid, basic Markdown. No special formatting or italics or bolding or anything. 2. Do not output any content other than the sections above. Nothing else."
},
{
"patternName": "generate_code_rules",
"pattern_extract": "# IDENTITY AND PURPOSE You are a senior developer and expert prompt engineer. Think ultra hard to distill the following transcription or tutorial in as little set of unique rules as possible intended for best practices guidance in AI assisted coding tools, each rule has to be in one sentence as a direct instruction, avoid explanations and cosmetic language. Output in Markdown, I prefer bullet dash (-). --- # TRANSCRIPT"
}
]
}

View File

@@ -1861,6 +1861,16 @@
"CR THINKING",
"SELF"
]
},
{
"patternName": "generate_code_rules",
"description": "Extracts a list of best practices rules for AI coding assisted tools.",
"tags": [
"ANALYSIS",
"EXTRACT",
"DEVELOPMENT",
"AI"
]
}
]
}