chore(release): Update version to v1.4.363

Code Quality: Optimize HTTP client reuse + simplify error formatting

.github/FUNDING.yml

@@ -0,0 +1,2 @@
+github: [danielmiessler, ksylvan]
+buy_me_a_coffee: kayvansylvan

.github/workflows/ci.yml

@@ -20,18 +20,22 @@ jobs:
       contents: read
     steps:
       - name: Checkout code
-        uses: actions/checkout@v5
-
-      - name: Install Nix
-        uses: DeterminateSystems/nix-installer-action@main
+        uses: actions/checkout@v6
 
       - name: Set up Go
-        uses: actions/setup-go@v5
+        uses: actions/setup-go@v6
         with:
           go-version-file: ./go.mod
 
       - name: Run tests
         run: go test -v ./...
 
+      - name: Check for modernization opportunities
+        run: |
+          go run golang.org/x/tools/go/analysis/passes/modernize/cmd/modernize@latest ./...
+
+      - name: Install Nix
+        uses: DeterminateSystems/nix-installer-action@v21
+
       - name: Check Formatting
         run: nix flake check

.github/workflows/patterns.yaml

@@ -11,7 +11,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout code
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           fetch-depth: 0
 
@@ -32,7 +32,7 @@ jobs:
 
       - name: Upload Patterns Artifact
         if: steps.check-changes.outputs.changes == 'true'
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v6
         with:
           name: patterns
           path: patterns.zip

.github/workflows/release.yml

@@ -15,12 +15,12 @@ jobs:
       contents: read
     steps:
       - name: Checkout code
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           fetch-depth: 0
 
       - name: Set up Go
-        uses: actions/setup-go@v5
+        uses: actions/setup-go@v6
         with:
           go-version-file: ./go.mod
 
@@ -37,11 +37,11 @@ jobs:
       contents: write
     steps:
       - name: Checkout code
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           fetch-depth: 0
       - name: Set up Go
-        uses: actions/setup-go@v5
+        uses: actions/setup-go@v6
         with:
           go-version-file: ./go.mod
       - name: Run GoReleaser

.github/workflows/update-version-and-create-tag.yml

@@ -24,17 +24,17 @@ concurrency:
 jobs:
   update-version:
     if: >
-      ${{ github.repository_owner == 'danielmiessler' }} &&
+      github.repository_owner == 'danielmiessler' &&
       github.event_name == 'push' && github.ref == 'refs/heads/main'
     runs-on: ubuntu-latest
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           fetch-depth: 0
 
       - name: Install Nix
-        uses: DeterminateSystems/nix-installer-action@main
+        uses: DeterminateSystems/nix-installer-action@v21
 
       - name: Set up Git
         run: |

.vscode/settings.json

@@ -7,7 +7,9 @@
 		"Anki",
 		"anthropics",
 		"Aoede",
+		"apikey",
 		"aplicar",
+		"Astley",
 		"atotto",
 		"Autonoe",
 		"azureml",
@@ -24,6 +26,7 @@
 		"compadd",
 		"compdef",
 		"compinit",
+		"conceptmap",
 		"creatordate",
 		"curcontext",
 		"custompatterns",
@@ -62,6 +65,7 @@
 		"gjson",
 		"GOARCH",
 		"GODEBUG",
+		"godoc",
 		"godotenv",
 		"GOEXPERIMENT",
 		"gofmt",
@@ -95,6 +99,7 @@
 		"joho",
 		"kballard",
 		"Keploy",
+		"kimi",
 		"Kore",
 		"ksylvan",
 		"Langdock",
@@ -150,6 +155,7 @@
 		"Pulcherrima",
 		"pycache",
 		"pyperclip",
+		"qwen",
 		"readystream",
 		"restapi",
 		"rmextension",
@@ -163,12 +169,14 @@
 		"sess",
 		"sgaunet",
 		"shellquote",
+		"skeletonlabs",
 		"SSEHTTP",
 		"storer",
 		"Streamlit",
 		"stretchr",
 		"subchunk",
 		"Sulafat",
+		"swaggo",
 		"synctest",
 		"talkpanel",
 		"Telos",
@@ -184,6 +192,7 @@
 		"updatepatterns",
 		"useb",
 		"USERPROFILE",
+		"varnames",
 		"videoid",
 		"webp",
 		"WEBVTT",

CHANGELOG.md

@@ -1,5 +1,331 @@
 # Changelog
 
+## v1.4.363 (2025-12-25)
+
+### PR [#1906](https://github.com/danielmiessler/Fabric/pull/1906) by [ksylvan](https://github.com/ksylvan): Code Quality: Optimize HTTP client reuse + simplify error formatting
+
+- Refactor: optimize HTTP client reuse and simplify error formatting
+- Simplify error wrapping by removing redundant Sprintf calls in CLI
+- Pass HTTP client to FetchModelsDirectly to enable connection reuse
+- Store persistent HTTP client instance inside the OpenAI provider struct
+- Update compatible AI providers to match the new function signature
+
+## v1.4.362 (2025-12-25)
+
+### PR [#1904](https://github.com/danielmiessler/Fabric/pull/1904) by [majiayu000](https://github.com/majiayu000): fix: resolve WebUI tooltips not rendering due to overflow clipping
+
+- Fix: resolve WebUI tooltips not rendering due to overflow clipping by using position: fixed and getBoundingClientRect() to calculate tooltip position dynamically, preventing tooltips from being clipped by parent containers with overflow: hidden
+- Refactor: extract tooltip positioning logic into separate positioning.ts module for better code organization and maintainability
+- Improve accessibility with aria-describedby attributes and unique IDs for better screen reader support
+- Add reactive tooltip position updates on scroll and resize events for dynamic positioning
+- Add SSR safety with isBrowser flag check and comprehensive unit test coverage for the positioning functions
+
+## v1.4.361 (2025-12-25)
+
+### PR [#1905](https://github.com/danielmiessler/Fabric/pull/1905) by [majiayu000](https://github.com/majiayu000): fix: optimize oversized logo images reducing package size by 93%
+
+- Optimize oversized logo images reducing package size by 93%
+- Replace 42MB favicon.png with proper 64x64 PNG (4.7KB)
+- Replace 42MB fabric-logo.png with static PNG from first GIF frame (387KB)
+- Optimize animated GIF from 42MB to 5.4MB (half resolution, 12fps, 128 colors)
+- Update docs/images/fabric-logo-gif.gif with optimized version
+
+## v1.4.360 (2025-12-23)
+
+### PR [#1903](https://github.com/danielmiessler/Fabric/pull/1903) by [ksylvan](https://github.com/ksylvan): Update project dependencies and core SDK versions
+
+- Update project dependencies and core SDK versions
+- Upgrade AWS SDK v2 components to latest stable versions
+- Update Ollama library to version 0.13.5 for improvements
+- Bump Google API and GenAI dependencies to newer releases
+- Refresh Cobra CLI framework and Pflag to latest versions
+
+## v1.4.359 (2025-12-23)
+
+### PR [#1902](https://github.com/danielmiessler/Fabric/pull/1902) by [ksylvan](https://github.com/ksylvan): Code Cleanup and Simplification
+
+- Chore: simplify error formatting and clean up model assignment logic
+
+- Remove redundant fmt.Sprintf calls from error formatting logic
+- Simplify model assignment to always use normalized model names
+
+- Remove unused variadic parameter from the VendorsManager Clear method
+
+## v1.4.358 (2025-12-23)
+
+### PR [#1901](https://github.com/danielmiessler/Fabric/pull/1901) by [orbisai0security](https://github.com/orbisai0security): sexurity fix: Ollama update: CVE-2025-63389
+
+- Fix: resolve critical vulnerability CVE-2025-63389 (update Ollama Go library)
+
+## v1.4.357 (2025-12-22)
+
+### PR [#1897](https://github.com/danielmiessler/Fabric/pull/1897) by [ksylvan](https://github.com/ksylvan): feat: add MiniMax provider support to OpenAI compatible plugin
+
+- Add MiniMax provider support to OpenAI compatible plugin
+- Add MiniMax provider configuration to ProviderMap
+- Set MiniMax base URL to api.minimaxi.com/v1
+- Configure MiniMax with ImplementsResponses as false
+- Add test case for MiniMax provider validation
+
+### Direct commits
+
+- Docs: add v1.4.356 release note highlighting complete i18n support
+
+- Add v1.4.356 entry to Recent Major Features list
+- Highlight full setup prompt i18n across 10 languages
+
+- Note intelligent environment variable handling for consistency
+
+## v1.4.356 (2025-12-22)
+
+### PR [#1895](https://github.com/danielmiessler/Fabric/pull/1895) by [ksylvan](https://github.com/ksylvan): Localize setup process and add funding configuration
+
+- Localize setup prompts and error messages across multiple languages
+- Implement helper for localized questions with static environment keys
+- Update environment variable builder to handle hyphenated plugin names
+- Replace hardcoded console output with localized i18n translation strings
+- Add GitHub and Buy Me a Coffee funding configuration
+
+## v1.4.355 (2025-12-20)
+
+### PR [#1890](https://github.com/danielmiessler/Fabric/pull/1890) by [ksylvan](https://github.com/ksylvan): Bundle yt-dlp with fabric in Nix flake, introduce slim variant
+
+- Added yt-dlp bundling with fabric package and introduced fabric-slim variant
+- Renamed original fabric package to fabricSlim and created new fabric package as symlinkJoin of fabricSlim and yt-dlp
+- Added fabric-slim output for the slim variant and updated default package to point to bundled fabric
+- Enhanced fabric meta description to note yt-dlp inclusion and set mainProgram to fabric in bundled package
+- Added wrapper for fabric binary to include PATH in execution environment
+
+## v1.4.354 (2025-12-19)
+
+### PR [#1889](https://github.com/danielmiessler/Fabric/pull/1889) by [ksylvan](https://github.com/ksylvan): docs: Add a YouTube transcript endpoint to the Swagger UI
+
+- Add `/youtube/transcript` POST endpoint to Swagger docs
+- Define `YouTubeRequest` schema with URL, language, timestamps fields
+- Define `YouTubeResponse` schema with transcript and metadata fields
+- Add API security requirement using ApiKeyAuth
+- Document 200, 400, and 500 response codes
+
+## v1.4.353 (2025-12-19)
+
+### PR [#1887](https://github.com/danielmiessler/Fabric/pull/1887) by [bvandevliet](https://github.com/bvandevliet): feat: correct video title and added description to yt transcript api response
+
+- Feat: correct video title (instead of id) and added description to yt transcript api response
+- Updated API documentation.
+
+## v1.4.352 (2025-12-18)
+
+### PR [#1886](https://github.com/danielmiessler/Fabric/pull/1886) by [ksylvan](https://github.com/ksylvan): Enhanced Onboarding and Setup Experience
+
+- User Experience: implement automated first-time setup and improved configuration validation
+- Add automated first-time setup for patterns and strategies
+- Implement configuration validation to warn about missing required components
+- Update setup menu to group plugins into required and optional
+- Provide helpful guidance when no patterns are found in listing
+
+### Direct commits
+
+- Chore: update README with new interactive Swagger available in v.1.4.350
+
+## v1.4.351 (2025-12-18)
+
+### PR [#1882](https://github.com/danielmiessler/Fabric/pull/1882) by [bvandevliet](https://github.com/bvandevliet): Added yt-dlp package to docker image
+
+- Added yt-dlp package to docker image.
+
+## v1.4.350 (2025-12-18)
+
+### PR [#1880](https://github.com/danielmiessler/Fabric/pull/1880) by [ksylvan](https://github.com/ksylvan): docs: add REST API server section and new endpoint reference
+
+- Add README table-of-contents link for REST API
+- Document REST API server startup and capabilities
+- Add endpoint overview for chat, patterns, contexts
+- Describe sessions management and model listing endpoints
+- Provide curl examples for key API workflows
+
+### PR [#1884](https://github.com/danielmiessler/Fabric/pull/1884) by [ksylvan](https://github.com/ksylvan): Implement interactive Swagger API documentation and automated OpenAPI specification generation
+
+- Add Swagger UI at `/swagger/index.html` endpoint
+- Generate OpenAPI spec files (JSON and YAML)
+- Document chat, patterns, and models endpoints
+- Update contributing guide with Swagger annotation instructions
+- Configure authentication bypass for Swagger documentation
+
+## v1.4.349 (2025-12-16)
+
+### PR [#1877](https://github.com/danielmiessler/Fabric/pull/1877) by [ksylvan](https://github.com/ksylvan): modernize: update GitHub Actions and modernize Go code
+
+- Modernize GitHub Actions and Go code with latest stdlib features
+- Upgrade GitHub Actions to latest versions (v6, v21) and add modernization check step
+- Replace strings manipulation with `strings.CutPrefix` and `strings.CutSuffix`
+- Replace manual loops with `slices.Contains` for validation and use `strings.SplitSeq` for iterator-based splitting
+- Replace `fmt.Sprintf` with `fmt.Appendf` for efficiency and simplify padding calculation with `max` builtin
+
+## v1.4.348 (2025-12-16)
+
+### PR [#1876](https://github.com/danielmiessler/Fabric/pull/1876) by [ksylvan](https://github.com/ksylvan): modernize Go code with TypeFor and range loops
+
+- Replace reflect.TypeOf with TypeFor generic syntax for improved type handling
+- Convert traditional for loops to range-based iterations for better code readability
+- Simplify reflection usage in CLI flag handling to reduce complexity
+- Update test loops to use range over integers for cleaner test code
+- Refactor string processing loops in template plugin to use modern Go patterns
+
+## v1.4.347 (2025-12-16)
+
+### PR [#1875](https://github.com/danielmiessler/Fabric/pull/1875) by [ksylvan](https://github.com/ksylvan): modernize: update benchmarks to use b.Loop and refactor map copying
+
+- Updated benchmark loops to use cleaner `b.Loop()` syntax
+- Removed unnecessary `b.ResetTimer()` call in token benchmark
+- Used `maps.Copy` for merging variables in patterns handler
+
+## v1.4.346 (2025-12-16)
+
+### PR [#1874](https://github.com/danielmiessler/Fabric/pull/1874) by [ksylvan](https://github.com/ksylvan): refactor: replace interface{} with any across codebase
+
+- Part 1 of dealing with #1873 as pointed out by @philoserf
+- Replace `interface{}` with `any` in slice type declarations throughout the codebase
+- Update map types from `map[string]interface{}` to `map[string]any` for modern Go standards
+- Change variadic function parameters to use `...any` instead of `...interface{}`
+- Modernize JSON unmarshaling variables to use `any` for consistency
+- Update struct fields and method signatures to prefer the `any` alias over legacy interface syntax
+
+## v1.4.345 (2025-12-15)
+
+### PR [#1870](https://github.com/danielmiessler/Fabric/pull/1870) by [ksylvan](https://github.com/ksylvan): Web UI: upgrade pdfjs and add SSR-safe dynamic PDF worker init
+
+- Upgrade `pdfjs-dist` to v5 with new engine requirement
+- Dynamically import PDF.js to avoid SSR import-time crashes
+- Configure PDF worker via CDN using runtime PDF.js version
+- Update PDF conversion pipeline to use lazy initialization
+- Guard chat message localStorage persistence behind browser checks
+
+## v1.4.344 (2025-12-14)
+
+### PR [#1867](https://github.com/danielmiessler/Fabric/pull/1867) by [jaredmontoya](https://github.com/jaredmontoya): chore: update flake
+
+- Chore: update flake
+- Merge branch 'main' into update-flake
+
+## v1.4.343 (2025-12-14)
+
+### PR [#1829](https://github.com/danielmiessler/Fabric/pull/1829) by [dependabo](https://github.com/apps/dependabot): chore(deps): bump js-yaml from 4.1.0 to 4.1.1 in /web in the npm_and_yarn group across 1 directory
+
+- Updated js-yaml dependency from version 4.1.0 to 4.1.1 in the /web directory
+
+## v1.4.342 (2025-12-13)
+
+### PR [#1866](https://github.com/danielmiessler/Fabric/pull/1866) by [ksylvan](https://github.com/ksylvan): fix: write CLI and streaming errors to stderr
+
+- Fix: write CLI and streaming errors to stderr
+- Route CLI execution errors to standard error output
+- Print Anthropic stream errors to stderr consistently
+- Add os import to support stderr error writes
+- Preserve help-output suppression and exit behavior
+
+## v1.4.341 (2025-12-10)
+
+### PR [#1860](https://github.com/danielmiessler/Fabric/pull/1860) by [ksylvan](https://github.com/ksylvan): fix: allow resetting required settings without validation errors
+
+- Fix: allow resetting required settings without validation errors
+- Update `Ask` to detect reset command and bypass validation
+- Refactor `OnAnswer` to support new `isReset` parameter logic
+- Invoke `ConfigureCustom` in `Setup` to avoid redundant re-validation
+- Add unit tests ensuring required fields can be reset
+
+## v1.4.340 (2025-12-08)
+
+### PR [#1856](https://github.com/danielmiessler/Fabric/pull/1856) by [ksylvan](https://github.com/ksylvan): Add support for new ClaudeHaiku 4.5 models
+
+- Add support for new ClaudeHaiku models in client
+- Add `ModelClaudeHaiku4_5` to supported models
+- Add `ModelClaudeHaiku4_5_20251001` to supported models
+
+## v1.4.339 (2025-12-08)
+
+### PR [#1855](https://github.com/danielmiessler/Fabric/pull/1855) by [ksylvan](https://github.com/ksylvan): feat: add image attachment support for Ollama vision models
+
+- Add multi-modal image support to Ollama client
+- Implement convertMessage to handle multi-content chat messages
+- Add loadImageBytes to fetch images from URLs
+- Support base64 data URLs for inline images
+- Handle HTTP image URLs with context propagation
+
+## v1.4.338 (2025-12-04)
+
+### PR [#1852](https://github.com/danielmiessler/Fabric/pull/1852) by [ksylvan](https://github.com/ksylvan): Add Abacus vendor for ChatLLM models with static model list
+
+- Add static model support and register Abacus provider
+- Detect modelsURL starting with 'static:' and route appropriately
+- Implement getStaticModels returning curated Abacus model list
+- Register Abacus provider with ModelsURL 'static:abacus'
+- Extend provider tests to include Abacus existence
+
+## v1.4.337 (2025-12-04)
+
+### PR [#1851](https://github.com/danielmiessler/Fabric/pull/1851) by [ksylvan](https://github.com/ksylvan): Add Z AI provider and glm model support
+
+- Add Z AI provider configuration to ProviderMap
+- Include BaseURL for Z AI API endpoint
+- Add test case for Z AI provider existence
+- Add glm to OpenAI model prefixes list
+- Support new Z AI provider in OpenAI compatible plugins
+
+## v1.4.336 (2025-12-01)
+
+### PR [#1848](https://github.com/danielmiessler/Fabric/pull/1848) by [zeddy303](https://github.com/zeddy303): Fix localStorage SSR error in favorites-store
+
+- Fix localStorage SSR error in favorites-store by using SvelteKit's browser constant instead of typeof localStorage check to properly handle server-side rendering and prevent 'localStorage.getItem is not a function' error when running dev server
+
+## v1.4.335 (2025-11-28)
+
+### PR [#1847](https://github.com/danielmiessler/Fabric/pull/1847) by [ksylvan](https://github.com/ksylvan): Improve model name matching for NeedsRaw in Ollama plugin
+
+- Improved model name matching in Ollama plugin by replacing prefix-based matching with substring matching
+- Enhanced NeedsRaw functionality to support more flexible model name detection
+- Renamed `ollamaPrefixes` variable to `ollamaSearchStrings` for better code clarity
+- Replaced `HasPrefix` function with `Contains` for more comprehensive model matching
+- Added "conceptmap" to VSCode dictionary settings
+
+### Direct commits
+
+- Merge branch 'danielmiessler:main' into main
+- Docs: Fix typo in README
+
+## v1.4.334 (2025-11-26)
+
+### PR [#1845](https://github.com/danielmiessler/Fabric/pull/1845) by [ksylvan](https://github.com/ksylvan): Add Claude Opus 4.5 Support
+
+- Add Claude Opus 4.5 model variants to Anthropic client
+- Upgrade anthropic-sdk-go from v1.16.0 to v1.19.0
+- Update golang.org/x/crypto from v0.41.0 to v0.45.0
+- Upgrade golang.org/x/net from v0.43.0 to v0.47.0
+- Bump golang.org/x/text from v0.28.0 to v0.31.0
+
+## v1.4.333 (2025-11-25)
+
+### PR [#1833](https://github.com/danielmiessler/Fabric/pull/1833) by [junaid18183](https://github.com/junaid18183): Added concall_summary
+
+- Added concall_summery pattern to extract strategic insights from earnings transcripts for investors.
+
+### PR [#1844](https://github.com/danielmiessler/Fabric/pull/1844) by [ksylvan](https://github.com/ksylvan): Correct directory name from `concall_summery` to `concall_summary`
+
+- Fix: correct directory name from `concall_summery` to `concall_summary`
+- Rename pattern directory to fix spelling error
+- Update suggest_pattern system with concall_summary references
+- Add concall_summary to BUSINESS and SUMMARIZE category listings
+- Add user documentation for earnings call analysis
+
+## v1.4.332 (2025-11-24)
+
+### PR [#1843](https://github.com/danielmiessler/Fabric/pull/1843) by [ksylvan](https://github.com/ksylvan): Implement case-insensitive vendor and model name matching
+
+- Fix: implement case-insensitive vendor and model name matching across the application
+- Add case-insensitive vendor lookup in VendorsManager
+- Implement model name normalization in GetChatter method
+- Add FilterByVendor method with case-insensitive matching
+- Add FindModelNameCaseInsensitive helper for model queries
+
 ## v1.4.331 (2025-11-22)
 
 ### PR [#1839](https://github.com/danielmiessler/Fabric/pull/1839) by [ksylvan](https://github.com/ksylvan): Add GitHub Models Provider and Refactor Fetching Fallback Logic

README.md

@@ -38,6 +38,7 @@
 [Philosophy](#philosophy) •
 [Installation](#installation) •
 [Usage](#usage) •
+[REST API](#rest-api-server) •
 [Examples](#examples) •
 [Just Use the Patterns](#just-use-the-patterns) •
 [Custom Patterns](#custom-patterns) •
@@ -73,6 +74,12 @@ Below are the **new features and capabilities** we've added (newest first):
 
 ### Recent Major Features
 
+- [v1.4.356](https://github.com/danielmiessler/fabric/releases/tag/v1.4.356) (Dec 22, 2025) — **Complete Internationalization**: Full i18n support for setup prompts across all 10 languages with intelligent environment variable handling—making Fabric truly accessible worldwide while maintaining configuration consistency.
+- [v1.4.350](https://github.com/danielmiessler/fabric/releases/tag/v1.4.350) (Dec 18, 2025) — **Interactive API Documentation**: Adds Swagger/OpenAPI UI at `/swagger/index.html` with comprehensive REST API documentation, enhanced developer guides, and improved endpoint discoverability for easier integration.
+- [v1.4.338](https://github.com/danielmiessler/fabric/releases/tag/v1.4.338) (Dec 4, 2025) — Add Abacus vendor support for Chat-LLM
+  models (see [RouteLLM APIs](https://abacus.ai/app/route-llm-apis)).
+- [v1.4.337](https://github.com/danielmiessler/fabric/releases/tag/v1.4.337) (Dec 4, 2025) — Add "Z AI" vendor support. See the [Z AI overview](https://docs.z.ai/guides/overview/overview) page for more details.
+- [v1.4.334](https://github.com/danielmiessler/fabric/releases/tag/v1.4.334) (Nov 26, 2025) — **Claude Opus 4.5**: Updates the Anthropic SDK to the latest and adds the new [Claude Opus 4.5](https://www.anthropic.com/news/claude-opus-4-5) to the available models.
 - [v1.4.331](https://github.com/danielmiessler/fabric/releases/tag/v1.4.331) (Nov 23, 2025) — **Support for GitHub Models**: Adds support for using GitHub Models.
 - [v1.4.322](https://github.com/danielmiessler/fabric/releases/tag/v1.4.322) (Nov 5, 2025) — **Interactive HTML Concept Maps and Claude Sonnet 4.5**: Adds `create_conceptmap` pattern for visual knowledge representation using Vis.js, introduces WELLNESS category with psychological analysis patterns, and upgrades to Claude Sonnet 4.5
 - [v1.4.317](https://github.com/danielmiessler/fabric/releases/tag/v1.4.317) (Sep 21, 2025) — **Portuguese Language Variants**: Adds BCP 47 locale normalization with support for Brazilian Portuguese (pt-BR) and European Portuguese (pt-PT) with intelligent fallback chains
@@ -166,6 +173,7 @@ Keep in mind that many of these were recorded when Fabric was Python-based, so r
   - [Usage](#usage)
     - [Debug Levels](#debug-levels)
     - [Extensions](#extensions)
+  - [REST API Server](#rest-api-server)
   - [Our approach to prompting](#our-approach-to-prompting)
   - [Examples](#examples)
   - [Just use the Patterns](#just-use-the-patterns)
@@ -295,7 +303,7 @@ docker run --rm -it -v $HOME/.fabric-config:/root/.config/fabric kayvan/fabric:l
 # Use Fabric with your patterns
 docker run --rm -it -v $HOME/.fabric-config:/root/.config/fabric kayvan/fabric:latest -p summarize
 
-# Run the REST API server
+# Run the REST API server (see REST API Server section)
 docker run --rm -it -p 8080:8080 -v $HOME/.fabric-config:/root/.config/fabric kayvan/fabric:latest --serve
 ```
 
@@ -717,6 +725,25 @@ Fabric supports extensions that can be called within patterns. See the [Extensio
 
 **Important:** Extensions only work within pattern files, not via direct stdin. See the guide for details and examples.
 
+## REST API Server
+
+Fabric includes a built-in REST API server that exposes all core functionality over HTTP. Start the server with:
+
+```bash
+fabric --serve
+```
+
+The server provides endpoints for:
+
+- Chat completions with streaming responses
+- Pattern management (create, read, update, delete)
+- Context and session management
+- Model and vendor listing
+- YouTube transcript extraction
+- Configuration management
+
+For complete endpoint documentation, authentication setup, and usage examples, see [REST API Documentation](docs/rest-api.md).
+
 ## Our approach to prompting
 
 Fabric _Patterns_ are different than most prompts you'll see.

cmd/code_helper/code.go

@@ -109,11 +109,11 @@ func ScanDirectory(rootDir string, maxDepth int, instructions string, ignoreList
 	}
 
 	// Create final data structure
-	var data []interface{}
+	var data []any
 	data = append(data, rootItem)
 
 	// Add report
-	reportItem := map[string]interface{}{
+	reportItem := map[string]any{
 		"type":        "report",
 		"directories": dirCount,
 		"files":       fileCount,
@@ -121,7 +121,7 @@ func ScanDirectory(rootDir string, maxDepth int, instructions string, ignoreList
 	data = append(data, reportItem)
 
 	// Add instructions
-	instructionsItem := map[string]interface{}{
+	instructionsItem := map[string]any{
 		"type":    "instructions",
 		"name":    "code_change_instructions",
 		"details": instructions,

cmd/fabric/main.go

@@ -12,7 +12,7 @@ import (
 func main() {
 	err := cli.Cli(version)
 	if err != nil && !flags.WroteHelp(err) {
-		fmt.Printf("%s\n", err)
+		fmt.Fprintf(os.Stderr, "%s\n", err)
 		os.Exit(1)
 	}
 }

cmd/fabric/version.go

@@ -1,3 +1,3 @@
 package main
 
-var version = "v1.4.331"
+var version = "v1.4.363"

cmd/generate_changelog/internal/changelog/generator.go

@@ -574,8 +574,8 @@ func (g *Generator) extractChanges(pr *github.PR) []string {
 	}
 
 	if len(changes) == 0 && pr.Body != "" {
-		lines := strings.Split(pr.Body, "\n")
-		for _, line := range lines {
+		lines := strings.SplitSeq(pr.Body, "\n")
+		for line := range lines {
 			line = strings.TrimSpace(line)
 			if strings.HasPrefix(line, "- ") || strings.HasPrefix(line, "* ") {
 				change := strings.TrimPrefix(strings.TrimPrefix(line, "- "), "* ")

cmd/generate_changelog/internal/changelog/processing.go

@@ -159,7 +159,7 @@ func (g *Generator) CreateNewChangelogEntry(version string) error {
 	for _, file := range files {
 		// Extract PR number from filename (e.g., "1640.txt" -> 1640)
 		filename := filepath.Base(file)
-		if prNumStr := strings.TrimSuffix(filename, ".txt"); prNumStr != filename {
+		if prNumStr, ok := strings.CutSuffix(filename, ".txt"); ok {
 			if prNum, err := strconv.Atoi(prNumStr); err == nil {
 				processedPRs[prNum] = true
 				prNumbers = append(prNumbers, prNum)

cmd/generate_changelog/internal/github/client.go

@@ -333,7 +333,7 @@ func (c *Client) FetchAllMergedPRsGraphQL(since time.Time) ([]*PR, error) {
 
 	for {
 		// Prepare variables
-		variables := map[string]interface{}{
+		variables := map[string]any{
 			"owner": graphql.String(c.owner),
 			"repo":  graphql.String(c.repo),
 			"after": (*graphql.String)(after),

data/patterns/concall_summary/system.md

@@ -0,0 +1,84 @@
+# IDENTITY and PURPOSE
+
+You are an equity research analyst specializing in earnings and conference call analysis. Your role involves carefully examining transcripts to extract actionable insights that can inform investment decisions. You need to focus on several key areas, including management commentary, analyst questions, financial and operational insights, risks and red flags, hidden signals, and an executive summary. Your task is to distill complex information into clear, concise bullet points, capturing strategic themes, growth drivers, and potential concerns. It is crucial to interpret the tone, identify contradictions, and highlight any subtle cues that may indicate future strategic shifts or risks.
+
+Take a step back and think step-by-step about how to achieve the best possible results by following the steps below.
+
+# STEPS
+
+* Analyze the transcript to extract management commentary, focusing on strategic themes, growth drivers, margin commentary, guidance, tone analysis, and any contradictions or vague areas.
+* Extract a summary of the content in exactly **25 words**, including who is presenting and the content being discussed; place this under a **SUMMARY** section.
+* For each analyst's question, determine the underlying concern, summarize management’s exact answer, evaluate if the answers address the question fully, and identify anything the management avoided or deflected.
+* Gather financial and operational insights, including commentary on demand, pricing, capacity, market share, cost inflation, raw material trends, and supply-chain issues.
+* Identify risks and red flags by noting any negative commentary, early warning signs, unusual wording, delayed responses, repeated disclaimers, and areas where management seemed less confident.
+* Detect hidden signals such as forward-looking hints, unasked but important questions, and subtle cues about strategy shifts or stress.
+* Create an executive summary in bullet points, listing the 10 most important takeaways, 3 surprises, and 3 things to track in the next quarter.
+
+# OUTPUT STRUCTURE
+
+* MANAGEMENT COMMENTARY
+
+  * Key strategic themes
+  * Growth drivers discussed
+  * Margin commentary
+  * Guidance (explicit + implicit)
+  * Tone analysis (positive/neutral/negative)
+  * Any contradictions or vague areas
+
+* ANALYST QUESTIONS (Q&A)
+
+  * For each analyst (use bullets, one analyst per bullet-group):
+
+    * Underlying concern (what the question REALLY asked)
+    * Management’s exact answer (concise)
+    * Answer completeness (Yes/No — short explanation)
+    * Items management avoided or deflected
+
+* FINANCIAL & OPERATIONAL INSIGHTS
+
+  * Demand, pricing, capacity, market share commentary
+  * Cost inflation, raw material trends, supply-chain issues
+  * Segment-wise performance and commentary (if applicable)
+
+* RISKS & RED FLAGS
+
+  * Negative commentary or early-warning signs
+  * Unusual wording, delayed responses, repeated disclaimers
+  * Areas where management was less confident
+
+* HIDDEN SIGNALS
+
+  * Forward-looking hints and tone shifts
+  * Important topics not asked by analysts but relevant
+  * Subtle cues of strategy change, stress, or opportunity
+
+* EXECUTIVE SUMMARY
+
+  * 10 most important takeaways (bullet points)
+  * 3 surprises (bullet points)
+  * 3 things to track next quarter (bullet points)
+
+* SUMMARY (exactly 25 words)
+
+  * A single 25-word sentence summarizing who presented and what was discussed
+
+# OUTPUT INSTRUCTIONS
+
+* Only output Markdown.
+* Provide everything in clear, crisp bullet points.
+* Use bulleted lists only; do not use numbered lists.
+* Begin the output with the **SUMMARY** (exactly 25 words), then the sections in the order shown under **OUTPUT STRUCTURE**.
+* For **ANALYST QUESTIONS (Q&A)**, keep each analyst’s Q&A grouped and separated by a blank line for readability.
+* For **EXECUTIVE SUMMARY**, present the 10 takeaways first, then the 3 surprises, then the 3 things to track.
+* Keep each bullet concise — prefer single-sentence bullets.
+* Do not include warnings, meta-comments, or process notes in the final output.
+* Do not repeat ideas, insights, quotes, habits, facts, or references across bullets.
+* When interpreting tone or identifying a hidden signal, be explicit about the textual clue supporting that interpretation (briefly, within the same bullet).
+* If any numeric figure or explicit guidance is cited in the transcript, reproduce it verbatim in the relevant bullet and mark it as **(quoted)**.
+* If information is missing or management declined to answer, state that clearly within the relevant bullet.
+* Ensure fidelity: do not invent facts not in the transcript. If you infer, label it as an inference.
+* Ensure you follow ALL these instructions when creating your output.
+
+# INPUT
+
+INPUT:

data/patterns/pattern_explanations.md

@@ -46,188 +46,189 @@
 42. **clean_text**: Fix broken or malformatted text by correcting line breaks, punctuation, capitalization, and paragraphs without altering content or spelling.
 43. **coding_master**: Explain a coding concept to a beginner, providing examples, and formatting code in markdown with specific output sections like ideas, recommendations, facts, and insights.
 44. **compare_and_contrast**: Compare and contrast a list of items in a markdown table, with items on the left and topics on top.
-45. **convert_to_markdown**: Convert content to clean, complete Markdown format, preserving all original structure, formatting, links, and code blocks without alterations.
-46. **create_5_sentence_summary**: Create concise summaries or answers to input at 5 different levels of depth, from 5 words to 1 word.
-47. **create_academic_paper**: Generate a high-quality academic paper in LaTeX format with clear concepts, structured content, and a professional layout.
-48. **create_ai_jobs_analysis**: Analyze job categories' susceptibility to automation, identify resilient roles, and provide strategies for personal adaptation to AI-driven changes in the workforce.
-49. **create_aphorisms**: Find and generate a list of brief, witty statements.
-50. **create_art_prompt**: Generates a detailed, compelling visual description of a concept, including stylistic references and direct AI instructions for creating art.
-51. **create_better_frame**: Identifies and analyzes different frames of interpreting reality, emphasizing the power of positive, productive lenses in shaping outcomes.
-52. **create_coding_feature**: Generates secure and composable code features using modern technology and best practices from project specifications.
-53. **create_coding_project**: Generate wireframes and starter code for any coding ideas that you have.
-54. **create_command**: Helps determine the correct parameters and switches for penetration testing tools based on a brief description of the objective.
-55. **create_conceptmap**: Transforms unstructured text or markdown content into an interactive HTML concept map using Vis.js by extracting key concepts and their logical relationships.
-56. **create_cyber_summary**: Summarizes cybersecurity threats, vulnerabilities, incidents, and malware with a 25-word summary and categorized bullet points, after thoroughly analyzing and mapping the provided input.
-57. **create_design_document**: Creates a detailed design document for a system using the C4 model, addressing business and security postures, and including a system context diagram.
-58. **create_diy**: Creates structured "Do It Yourself" tutorial patterns by analyzing prompts, organizing requirements, and providing step-by-step instructions in Markdown format.
-59. **create_excalidraw_visualization**: Creates complex Excalidraw diagrams to visualize relationships between concepts and ideas in structured format.
-60. **create_flash_cards**: Creates flashcards for key concepts, definitions, and terms with question-answer format for educational purposes.
-61. **create_formal_email**: Crafts professional, clear, and respectful emails by analyzing context, tone, and purpose, ensuring proper structure and formatting.
-62. **create_git_diff_commit**: Generates Git commands and commit messages for reflecting changes in a repository, using conventional commits and providing concise shell commands for updates.
-63. **create_graph_from_input**: Generates a CSV file with progress-over-time data for a security program, focusing on relevant metrics and KPIs.
-64. **create_hormozi_offer**: Creates a customized business offer based on principles from Alex Hormozi's book, "$100M Offers."
-65. **create_idea_compass**: Organizes and structures ideas by exploring their definition, evidence, sources, and related themes or consequences.
-66. **create_investigation_visualization**: Creates detailed Graphviz visualizations of complex input, highlighting key aspects and providing clear, well-annotated diagrams for investigative analysis and conclusions.
-67. **create_keynote**: Creates TED-style keynote presentations with a clear narrative, structured slides, and speaker notes, emphasizing impactful takeaways and cohesive flow.
-68. **create_loe_document**: Creates detailed Level of Effort documents for estimating work effort, resources, and costs for tasks or projects.
-69. **create_logo**: Creates simple, minimalist company logos without text, generating AI prompts for vector graphic logos based on input.
-70. **create_markmap_visualization**: Transforms complex ideas into clear visualizations using MarkMap syntax, simplifying concepts into diagrams with relationships, boxes, arrows, and labels.
-71. **create_mermaid_visualization**: Creates detailed, standalone visualizations of concepts using Mermaid (Markdown) syntax, ensuring clarity and coherence in diagrams.
-72. **create_mermaid_visualization_for_github**: Creates standalone, detailed visualizations using Mermaid (Markdown) syntax to effectively explain complex concepts, ensuring clarity and precision.
-73. **create_micro_summary**: Summarizes content into a concise, 20-word summary with main points and takeaways, formatted in Markdown.
-74. **create_mnemonic_phrases**: Creates memorable mnemonic sentences from given words to aid in memory retention and learning.
-75. **create_network_threat_landscape**: Analyzes open ports and services from a network scan and generates a comprehensive, insightful, and detailed security threat report in Markdown.
-76. **create_newsletter_entry**: Condenses provided article text into a concise, objective, newsletter-style summary with a title in the style of Frontend Weekly.
-77. **create_npc**: Generates a detailed D&D 5E NPC, including background, flaws, stats, appearance, personality, goals, and more in Markdown format.
-78. **create_pattern**: Extracts, organizes, and formats LLM/AI prompts into structured sections, detailing the AI's role, instructions, output format, and any provided examples for clarity and accuracy.
-79. **create_prd**: Creates a precise Product Requirements Document (PRD) in Markdown based on input.
-80. **create_prediction_block**: Extracts and formats predictions from input into a structured Markdown block for a blog post.
-81. **create_quiz**: Creates a three-phase reading plan based on an author or topic to help the user become significantly knowledgeable, including core, extended, and supplementary readings.
-82. **create_reading_plan**: Generates review questions based on learning objectives from the input, adapted to the specified student level, and outputs them in a clear markdown format.
-83. **create_recursive_outline**: Breaks down complex tasks or projects into manageable, hierarchical components with recursive outlining for clarity and simplicity.
-84. **create_report_finding**: Creates a detailed, structured security finding report in markdown, including sections on Description, Risk, Recommendations, References, One-Sentence-Summary, and Quotes.
-85. **create_rpg_summary**: Summarizes an in-person RPG session with key events, combat details, player stats, and role-playing highlights in a structured format.
-86. **create_security_update**: Creates concise security updates for newsletters, covering stories, threats, advisories, vulnerabilities, and a summary of key issues.
-87. **create_show_intro**: Creates compelling short intros for podcasts, summarizing key topics and themes discussed in the episode.
-88. **create_sigma_rules**: Extracts Tactics, Techniques, and Procedures (TTPs) from security news and converts them into Sigma detection rules for host-based detections.
-89. **create_story_about_people_interaction**: Analyze two personas, compare their dynamics, and craft a realistic, character-driven story from those insights.
-90. **create_story_about_person**: Creates compelling, realistic short stories based on psychological profiles, showing how characters navigate everyday problems using strategies consistent with their personality traits.
-91. **create_story_explanation**: Summarizes complex content in a clear, approachable story format that makes the concepts easy to understand.
-92. **create_stride_threat_model**: Create a STRIDE-based threat model for a system design, identifying assets, trust boundaries, data flows, and prioritizing threats with mitigations.
-93. **create_summary**: Summarizes content into a 20-word sentence, 10 main points (16 words max), and 5 key takeaways in Markdown format.
-94. **create_tags**: Identifies at least 5 tags from text content for mind mapping tools, including authors and existing tags if present.
-95. **create_threat_scenarios**: Identifies likely attack methods for any system by providing a narrative-based threat model, balancing risk and opportunity.
-96. **create_ttrc_graph**: Creates a CSV file showing the progress of Time to Remediate Critical Vulnerabilities over time using given data.
-97. **create_ttrc_narrative**: Creates a persuasive narrative highlighting progress in reducing the Time to Remediate Critical Vulnerabilities metric over time.
-98. **create_upgrade_pack**: Extracts world model and task algorithm updates from content, providing beliefs about how the world works and task performance.
-99. **create_user_story**: Writes concise and clear technical user stories for new features in complex software programs, formatted for all stakeholders.
-100. **create_video_chapters**: Extracts interesting topics and timestamps from a transcript, providing concise summaries of key moments.
-101. **create_visualization**: Transforms complex ideas into visualizations using intricate ASCII art, simplifying concepts where necessary.
-102. **dialog_with_socrates**: Engages in deep, meaningful dialogues to explore and challenge beliefs using the Socratic method.
-103. **enrich_blog_post**: Enhances Markdown blog files by applying instructions to improve structure, visuals, and readability for HTML rendering.
-104. **explain_code**: Explains code, security tool output, configuration text, and answers questions based on the provided input.
-105. **explain_docs**: Improves and restructures tool documentation into clear, concise instructions, including overviews, usage, use cases, and key features.
-106. **explain_math**: Helps you understand mathematical concepts in a clear and engaging way.
-107. **explain_project**: Summarizes project documentation into clear, concise sections covering the project, problem, solution, installation, usage, and examples.
-108. **explain_terms**: Produces a glossary of advanced terms from content, providing a definition, analogy, and explanation of why each term matters.
-109. **export_data_as_csv**: Extracts and outputs all data structures from the input in properly formatted CSV data.
-110. **extract_algorithm_update_recommendations**: Extracts concise, practical algorithm update recommendations from the input and outputs them in a bulleted list.
-111. **extract_article_wisdom**: Extracts surprising, insightful, and interesting information from content, categorizing it into sections like summary, ideas, quotes, facts, references, and recommendations.
-112. **extract_book_ideas**: Extracts and outputs 50 to 100 of the most surprising, insightful, and interesting ideas from a book's content.
-113. **extract_book_recommendations**: Extracts and outputs 50 to 100 practical, actionable recommendations from a book's content.
-114. **extract_business_ideas**: Extracts top business ideas from content and elaborates on the best 10 with unique differentiators.
-115. **extract_characters**: Identify all characters (human and non-human), resolve their aliases and pronouns into canonical names, and produce detailed descriptions of each character's role, motivations, and interactions ranked by narrative importance.
-116. **extract_controversial_ideas**: Extracts and outputs controversial statements and supporting quotes from the input in a structured Markdown list.
-117. **extract_core_message**: Extracts and outputs a clear, concise sentence that articulates the core message of a given text or body of work.
-118. **extract_ctf_writeup**: Extracts a short writeup from a warstory-like text about a cyber security engagement.
-119. **extract_domains**: Extracts domains and URLs from content to identify sources used for articles, newsletters, and other publications.
-120. **extract_extraordinary_claims**: Extracts and outputs a list of extraordinary claims from conversations, focusing on scientifically disputed or false statements.
-121. **extract_ideas**: Extracts and outputs all the key ideas from input, presented as 15-word bullet points in Markdown.
-122. **extract_insights**: Extracts and outputs the most powerful and insightful ideas from text, formatted as 16-word bullet points in the INSIGHTS section, also IDEAS section.
-123. **extract_insights_dm**: Extracts and outputs all valuable insights and a concise summary of the content, including key points and topics discussed.
-124. **extract_instructions**: Extracts clear, actionable step-by-step instructions and main objectives from instructional video transcripts, organizing them into a concise list.
-125. **extract_jokes**: Extracts jokes from text content, presenting each joke with its punchline in separate bullet points.
-126. **extract_latest_video**: Extracts the latest video URL from a YouTube RSS feed and outputs the URL only.
-127. **extract_main_activities**: Extracts key events and activities from transcripts or logs, providing a summary of what happened.
-128. **extract_main_idea**: Extracts the main idea and key recommendation from the input, summarizing them in 15-word sentences.
-129. **extract_mcp_servers**: Identify and summarize Model Context Protocol (MCP) servers referenced in the input along with their key details.
-130. **extract_most_redeeming_thing**: Extracts the most redeeming aspect from an input, summarizing it in a single 15-word sentence.
-131. **extract_patterns**: Extracts and analyzes recurring, surprising, and insightful patterns from input, providing detailed analysis and advice for builders.
-132. **extract_poc**: Extracts proof of concept URLs and validation methods from security reports, providing the URL and command to run.
-133. **extract_predictions**: Extracts predictions from input, including specific details such as date, confidence level, and verification method.
-134. **extract_primary_problem**: Extracts the primary problem with the world as presented in a given text or body of work.
-135. **extract_primary_solution**: Extracts the primary solution for the world as presented in a given text or body of work.
-136. **extract_product_features**: Extracts and outputs a list of product features from the provided input in a bulleted format.
-137. **extract_questions**: Extracts and outputs all questions asked by the interviewer in a conversation or interview.
-138. **extract_recipe**: Extracts and outputs a recipe with a short meal description, ingredients with measurements, and preparation steps.
-139. **extract_recommendations**: Extracts and outputs concise, practical recommendations from a given piece of content in a bulleted list.
-140. **extract_references**: Extracts and outputs a bulleted list of references to art, stories, books, literature, and other sources from content.
-141. **extract_skills**: Extracts and classifies skills from a job description into a table, separating each skill and classifying it as either hard or soft.
-142. **extract_song_meaning**: Analyzes a song to provide a summary of its meaning, supported by detailed evidence from lyrics, artist commentary, and fan analysis.
-143. **extract_sponsors**: Extracts and lists official sponsors and potential sponsors from a provided transcript.
-144. **extract_videoid**: Extracts and outputs the video ID from any given URL.
-145. **extract_wisdom**: Extracts surprising, insightful, and interesting information from text on topics like human flourishing, AI, learning, and more.
-146. **extract_wisdom_agents**: Extracts valuable insights, ideas, quotes, and references from content, emphasizing topics like human flourishing, AI, learning, and technology.
-147. **extract_wisdom_dm**: Extracts all valuable, insightful, and thought-provoking information from content, focusing on topics like human flourishing, AI, learning, and technology.
-148. **extract_wisdom_nometa**: Extracts insights, ideas, quotes, habits, facts, references, and recommendations from content, focusing on human flourishing, AI, technology, and related topics.
-149. **find_female_life_partner**: Analyzes criteria for finding a female life partner and provides clear, direct, and poetic descriptions.
-150. **find_hidden_message**: Extracts overt and hidden political messages, justifications, audience actions, and a cynical analysis from content.
-151. **find_logical_fallacies**: Identifies and analyzes fallacies in arguments, classifying them as formal or informal with detailed reasoning.
-152. **fix_typos**: Proofreads and corrects typos, spelling, grammar, and punctuation errors in text.
-153. **generate_code_rules**: Compile best-practice coding rules and guardrails for AI-assisted development workflows from the provided content.
-154. **get_wow_per_minute**: Determines the wow-factor of content per minute based on surprise, novelty, insight, value, and wisdom, measuring how rewarding the content is for the viewer.
-155. **heal_person**: Develops a comprehensive plan for spiritual and mental healing based on psychological profiles, providing personalized recommendations for mental health improvement and overall life enhancement.
-156. **humanize**: Rewrites AI-generated text to sound natural, conversational, and easy to understand, maintaining clarity and simplicity.
-157. **identify_dsrp_distinctions**: Encourages creative, systems-based thinking by exploring distinctions, boundaries, and their implications, drawing on insights from prominent systems thinkers.
-158. **identify_dsrp_perspectives**: Explores the concept of distinctions in systems thinking, focusing on how boundaries define ideas, influence understanding, and reveal or obscure insights.
-159. **identify_dsrp_relationships**: Encourages exploration of connections, distinctions, and boundaries between ideas, inspired by systems thinkers to reveal new insights and patterns in complex systems.
-160. **identify_dsrp_systems**: Encourages organizing ideas into systems of parts and wholes, inspired by systems thinkers to explore relationships and how changes in organization impact meaning and understanding.
-161. **identify_job_stories**: Identifies key job stories or requirements for roles.
-162. **improve_academic_writing**: Refines text into clear, concise academic language while improving grammar, coherence, and clarity, with a list of changes.
-163. **improve_prompt**: Improves an LLM/AI prompt by applying expert prompt writing strategies for better results and clarity.
-164. **improve_report_finding**: Improves a penetration test security finding by providing detailed descriptions, risks, recommendations, references, quotes, and a concise summary in markdown format.
-165. **improve_writing**: Refines text by correcting grammar, enhancing style, improving clarity, and maintaining the original meaning. skills.
-166. **judge_output**: Evaluates Honeycomb queries by judging their effectiveness, providing critiques and outcomes based on language nuances and analytics relevance.
-167. **label_and_rate**: Labels content with up to 20 single-word tags and rates it based on idea count and relevance to human meaning, AI, and other related themes, assigning a tier (S, A, B, C, D) and a quality score.
-168. **md_callout**: Classifies content and generates a markdown callout based on the provided text, selecting the most appropriate type.
-169. **model_as_sherlock_freud**: Builds psychological models using detective reasoning and psychoanalytic insight to understand human behavior.
-170. **official_pattern_template**: Template to use if you want to create new fabric patterns.
-171. **predict_person_actions**: Predicts behavioral responses based on psychological profiles and challenges.
-172. **prepare_7s_strategy**: Prepares a comprehensive briefing document from 7S's strategy capturing organizational profile, strategic elements, and market dynamics with clear, concise, and organized content.
-173. **provide_guidance**: Provides psychological and life coaching advice, including analysis, recommendations, and potential diagnoses, with a compassionate and honest tone.
-174. **rate_ai_response**: Rates the quality of AI responses by comparing them to top human expert performance, assigning a letter grade, reasoning, and providing a 1-100 score based on the evaluation.
-175. **rate_ai_result**: Assesses the quality of AI/ML/LLM work by deeply analyzing content, instructions, and output, then rates performance based on multiple dimensions, including coverage, creativity, and interdisciplinary thinking.
-176. **rate_content**: Labels content with up to 20 single-word tags and rates it based on idea count and relevance to human meaning, AI, and other related themes, assigning a tier (S, A, B, C, D) and a quality score.
-177. **rate_value**: Produces the best possible output by deeply analyzing and understanding the input and its intended purpose.
-178. **raw_query**: Fully digests and contemplates the input to produce the best possible result based on understanding the sender's intent.
-179. **recommend_artists**: Recommends a personalized festival schedule with artists aligned to your favorite styles and interests, including rationale.
-180. **recommend_pipeline_upgrades**: Optimizes vulnerability-checking pipelines by incorporating new information and improving their efficiency, with detailed explanations of changes.
-181. **recommend_talkpanel_topics**: Produces a clean set of proposed talks or panel talking points for a person based on their interests and goals, formatted for submission to a conference organizer.
-182. **recommend_yoga_practice**: Provides personalized yoga sequences, meditation guidance, and holistic lifestyle advice based on individual profiles.
-183. **refine_design_document**: Refines a design document based on a design review by analyzing, mapping concepts, and implementing changes using valid Markdown.
-184. **review_design**: Reviews and analyzes architecture design, focusing on clarity, component design, system integrations, security, performance, scalability, and data management.
-185. **sanitize_broken_html_to_markdown**: Converts messy HTML into clean, properly formatted Markdown, applying custom styling and ensuring compatibility with Vite.
-186. **suggest_pattern**: Suggests appropriate fabric patterns or commands based on user input, providing clear explanations and options for users.
-187. **summarize**: Summarizes content into a 20-word sentence, main points, and takeaways, formatted with numbered lists in Markdown.
-188. **summarize_board_meeting**: Creates formal meeting notes from board meeting transcripts for corporate governance documentation.
-189. **summarize_debate**: Summarizes debates, identifies primary disagreement, extracts arguments, and provides analysis of evidence and argument strength to predict outcomes.
-190. **summarize_git_changes**: Summarizes recent project updates from the last 7 days, focusing on key changes with enthusiasm.
-191. **summarize_git_diff**: Summarizes and organizes Git diff changes with clear, succinct commit messages and bullet points.
-192. **summarize_lecture**: Extracts relevant topics, definitions, and tools from lecture transcripts, providing structured summaries with timestamps and key takeaways.
-193. **summarize_legislation**: Summarizes complex political proposals and legislation by analyzing key points, proposed changes, and providing balanced, positive, and cynical characterizations.
-194. **summarize_meeting**: Analyzes meeting transcripts to extract a structured summary, including an overview, key points, tasks, decisions, challenges, timeline, references, and next steps.
-195. **summarize_micro**: Summarizes content into a 20-word sentence, 3 main points, and 3 takeaways, formatted in clear, concise Markdown.
-196. **summarize_newsletter**: Extracts the most meaningful, interesting, and useful content from a newsletter, summarizing key sections such as content, opinions, tools, companies, and follow-up items in clear, structured Markdown.
-197. **summarize_paper**: Summarizes an academic paper by detailing its title, authors, technical approach, distinctive features, experimental setup, results, advantages, limitations, and conclusion in a clear, structured format using human-readable Markdown.
-198. **summarize_prompt**: Summarizes AI chat prompts by describing the primary function, unique approach, and expected output in a concise paragraph. The summary is focused on the prompt's purpose without unnecessary details or formatting.
-199. **summarize_pull-requests**: Summarizes pull requests for a coding project by providing a summary and listing the top PRs with human-readable descriptions.
-200. **summarize_rpg_session**: Summarizes a role-playing game session by extracting key events, combat stats, character changes, quotes, and more.
-201. **t_analyze_challenge_handling**: Provides 8-16 word bullet points evaluating how well challenges are being addressed, calling out any lack of effort.
-202. **t_check_dunning_kruger**: Assess narratives for Dunning-Kruger patterns by contrasting self-perception with demonstrated competence and confidence cues.
-203. **t_check_metrics**: Analyzes deep context from the TELOS file and input instruction, then provides a wisdom-based output while considering metrics and KPIs to assess recent improvements.
-204. **t_create_h3_career**: Summarizes context and produces wisdom-based output by deeply analyzing both the TELOS File and the input instruction, considering the relationship between the two.
-205. **t_create_opening_sentences**: Describes from TELOS file the person's identity, goals, and actions in 4 concise, 32-word bullet points, humbly.
-206. **t_describe_life_outlook**: Describes from TELOS file a person's life outlook in 5 concise, 16-word bullet points.
-207. **t_extract_intro_sentences**: Summarizes from TELOS file a person's identity, work, and current projects in 5 concise and grounded bullet points.
-208. **t_extract_panel_topics**: Creates 5 panel ideas with titles and descriptions based on deep context from a TELOS file and input.
-209. **t_find_blindspots**: Identify potential blindspots in thinking, frames, or models that may expose the individual to error or risk.
-210. **t_find_negative_thinking**: Analyze a TELOS file and input to identify negative thinking in documents or journals, followed by tough love encouragement.
-211. **t_find_neglected_goals**: Analyze a TELOS file and input instructions to identify goals or projects that have not been worked on recently.
-212. **t_give_encouragement**: Analyze a TELOS file and input instructions to evaluate progress, provide encouragement, and offer recommendations for continued effort.
-213. **t_red_team_thinking**: Analyze a TELOS file and input instructions to red-team thinking, models, and frames, then provide recommendations for improvement.
-214. **t_threat_model_plans**: Analyze a TELOS file and input instructions to create threat models for a life plan and recommend improvements.
-215. **t_visualize_mission_goals_projects**: Analyze a TELOS file and input instructions to create an ASCII art diagram illustrating the relationship of missions, goals, and projects.
-216. **t_year_in_review**: Analyze a TELOS file to create insights about a person or entity, then summarize accomplishments and visualizations in bullet points.
-217. **to_flashcards**: Create Anki flashcards from a given text, focusing on concise, optimized questions and answers without external context.
-218. **transcribe_minutes**: Extracts (from meeting transcription) meeting minutes, identifying actionables, insightful ideas, decisions, challenges, and next steps in a structured format.
-219. **translate**: Translates sentences or documentation into the specified language code while maintaining the original formatting and tone.
-220. **tweet**: Provides a step-by-step guide on crafting engaging tweets with emojis, covering Twitter basics, account creation, features, and audience targeting.
-221. **write_essay**: Writes essays in the style of a specified author, embodying their unique voice, vocabulary, and approach. Uses `author_name` variable.
-222. **write_essay_pg**: Writes concise, clear essays in the style of Paul Graham, focusing on simplicity, clarity, and illumination of the provided topic.
-223. **write_hackerone_report**: Generates concise, clear, and reproducible bug bounty reports, detailing vulnerability impact, steps to reproduce, and exploit details for triagers.
-224. **write_latex**: Generates syntactically correct LaTeX code for a new.tex document, ensuring proper formatting and compatibility with pdflatex.
-225. **write_micro_essay**: Writes concise, clear, and illuminating essays on the given topic in the style of Paul Graham.
-226. **write_nuclei_template_rule**: Generates Nuclei YAML templates for detecting vulnerabilities using HTTP requests, matchers, extractors, and dynamic data extraction.
-227. **write_pull-request**: Drafts detailed pull request descriptions, explaining changes, providing reasoning, and identifying potential bugs from the git diff command output.
-228. **write_semgrep_rule**: Creates accurate and working Semgrep rules based on input, following syntax guidelines and specific language considerations.
-229. **youtube_summary**: Create concise, timestamped Youtube video summaries that highlight key points.
+45. **concall_summary**: Analyzes earnings and conference call transcripts to extract management commentary, analyst Q&A, financial insights, risks, and executive summaries.
+46. **convert_to_markdown**: Convert content to clean, complete Markdown format, preserving all original structure, formatting, links, and code blocks without alterations.
+47. **create_5_sentence_summary**: Create concise summaries or answers to input at 5 different levels of depth, from 5 words to 1 word.
+48. **create_academic_paper**: Generate a high-quality academic paper in LaTeX format with clear concepts, structured content, and a professional layout.
+49. **create_ai_jobs_analysis**: Analyze job categories' susceptibility to automation, identify resilient roles, and provide strategies for personal adaptation to AI-driven changes in the workforce.
+50. **create_aphorisms**: Find and generate a list of brief, witty statements.
+51. **create_art_prompt**: Generates a detailed, compelling visual description of a concept, including stylistic references and direct AI instructions for creating art.
+52. **create_better_frame**: Identifies and analyzes different frames of interpreting reality, emphasizing the power of positive, productive lenses in shaping outcomes.
+53. **create_coding_feature**: Generates secure and composable code features using modern technology and best practices from project specifications.
+54. **create_coding_project**: Generate wireframes and starter code for any coding ideas that you have.
+55. **create_command**: Helps determine the correct parameters and switches for penetration testing tools based on a brief description of the objective.
+56. **create_conceptmap**: Transforms unstructured text or markdown content into an interactive HTML concept map using Vis.js by extracting key concepts and their logical relationships.
+57. **create_cyber_summary**: Summarizes cybersecurity threats, vulnerabilities, incidents, and malware with a 25-word summary and categorized bullet points, after thoroughly analyzing and mapping the provided input.
+58. **create_design_document**: Creates a detailed design document for a system using the C4 model, addressing business and security postures, and including a system context diagram.
+59. **create_diy**: Creates structured "Do It Yourself" tutorial patterns by analyzing prompts, organizing requirements, and providing step-by-step instructions in Markdown format.
+60. **create_excalidraw_visualization**: Creates complex Excalidraw diagrams to visualize relationships between concepts and ideas in structured format.
+61. **create_flash_cards**: Creates flashcards for key concepts, definitions, and terms with question-answer format for educational purposes.
+62. **create_formal_email**: Crafts professional, clear, and respectful emails by analyzing context, tone, and purpose, ensuring proper structure and formatting.
+63. **create_git_diff_commit**: Generates Git commands and commit messages for reflecting changes in a repository, using conventional commits and providing concise shell commands for updates.
+64. **create_graph_from_input**: Generates a CSV file with progress-over-time data for a security program, focusing on relevant metrics and KPIs.
+65. **create_hormozi_offer**: Creates a customized business offer based on principles from Alex Hormozi's book, "$100M Offers."
+66. **create_idea_compass**: Organizes and structures ideas by exploring their definition, evidence, sources, and related themes or consequences.
+67. **create_investigation_visualization**: Creates detailed Graphviz visualizations of complex input, highlighting key aspects and providing clear, well-annotated diagrams for investigative analysis and conclusions.
+68. **create_keynote**: Creates TED-style keynote presentations with a clear narrative, structured slides, and speaker notes, emphasizing impactful takeaways and cohesive flow.
+69. **create_loe_document**: Creates detailed Level of Effort documents for estimating work effort, resources, and costs for tasks or projects.
+70. **create_logo**: Creates simple, minimalist company logos without text, generating AI prompts for vector graphic logos based on input.
+71. **create_markmap_visualization**: Transforms complex ideas into clear visualizations using MarkMap syntax, simplifying concepts into diagrams with relationships, boxes, arrows, and labels.
+72. **create_mermaid_visualization**: Creates detailed, standalone visualizations of concepts using Mermaid (Markdown) syntax, ensuring clarity and coherence in diagrams.
+73. **create_mermaid_visualization_for_github**: Creates standalone, detailed visualizations using Mermaid (Markdown) syntax to effectively explain complex concepts, ensuring clarity and precision.
+74. **create_micro_summary**: Summarizes content into a concise, 20-word summary with main points and takeaways, formatted in Markdown.
+75. **create_mnemonic_phrases**: Creates memorable mnemonic sentences from given words to aid in memory retention and learning.
+76. **create_network_threat_landscape**: Analyzes open ports and services from a network scan and generates a comprehensive, insightful, and detailed security threat report in Markdown.
+77. **create_newsletter_entry**: Condenses provided article text into a concise, objective, newsletter-style summary with a title in the style of Frontend Weekly.
+78. **create_npc**: Generates a detailed D&D 5E NPC, including background, flaws, stats, appearance, personality, goals, and more in Markdown format.
+79. **create_pattern**: Extracts, organizes, and formats LLM/AI prompts into structured sections, detailing the AI's role, instructions, output format, and any provided examples for clarity and accuracy.
+80. **create_prd**: Creates a precise Product Requirements Document (PRD) in Markdown based on input.
+81. **create_prediction_block**: Extracts and formats predictions from input into a structured Markdown block for a blog post.
+82. **create_quiz**: Creates a three-phase reading plan based on an author or topic to help the user become significantly knowledgeable, including core, extended, and supplementary readings.
+83. **create_reading_plan**: Generates review questions based on learning objectives from the input, adapted to the specified student level, and outputs them in a clear markdown format.
+84. **create_recursive_outline**: Breaks down complex tasks or projects into manageable, hierarchical components with recursive outlining for clarity and simplicity.
+85. **create_report_finding**: Creates a detailed, structured security finding report in markdown, including sections on Description, Risk, Recommendations, References, One-Sentence-Summary, and Quotes.
+86. **create_rpg_summary**: Summarizes an in-person RPG session with key events, combat details, player stats, and role-playing highlights in a structured format.
+87. **create_security_update**: Creates concise security updates for newsletters, covering stories, threats, advisories, vulnerabilities, and a summary of key issues.
+88. **create_show_intro**: Creates compelling short intros for podcasts, summarizing key topics and themes discussed in the episode.
+89. **create_sigma_rules**: Extracts Tactics, Techniques, and Procedures (TTPs) from security news and converts them into Sigma detection rules for host-based detections.
+90. **create_story_about_people_interaction**: Analyze two personas, compare their dynamics, and craft a realistic, character-driven story from those insights.
+91. **create_story_about_person**: Creates compelling, realistic short stories based on psychological profiles, showing how characters navigate everyday problems using strategies consistent with their personality traits.
+92. **create_story_explanation**: Summarizes complex content in a clear, approachable story format that makes the concepts easy to understand.
+93. **create_stride_threat_model**: Create a STRIDE-based threat model for a system design, identifying assets, trust boundaries, data flows, and prioritizing threats with mitigations.
+94. **create_summary**: Summarizes content into a 20-word sentence, 10 main points (16 words max), and 5 key takeaways in Markdown format.
+95. **create_tags**: Identifies at least 5 tags from text content for mind mapping tools, including authors and existing tags if present.
+96. **create_threat_scenarios**: Identifies likely attack methods for any system by providing a narrative-based threat model, balancing risk and opportunity.
+97. **create_ttrc_graph**: Creates a CSV file showing the progress of Time to Remediate Critical Vulnerabilities over time using given data.
+98. **create_ttrc_narrative**: Creates a persuasive narrative highlighting progress in reducing the Time to Remediate Critical Vulnerabilities metric over time.
+99. **create_upgrade_pack**: Extracts world model and task algorithm updates from content, providing beliefs about how the world works and task performance.
+100. **create_user_story**: Writes concise and clear technical user stories for new features in complex software programs, formatted for all stakeholders.
+101. **create_video_chapters**: Extracts interesting topics and timestamps from a transcript, providing concise summaries of key moments.
+102. **create_visualization**: Transforms complex ideas into visualizations using intricate ASCII art, simplifying concepts where necessary.
+103. **dialog_with_socrates**: Engages in deep, meaningful dialogues to explore and challenge beliefs using the Socratic method.
+104. **enrich_blog_post**: Enhances Markdown blog files by applying instructions to improve structure, visuals, and readability for HTML rendering.
+105. **explain_code**: Explains code, security tool output, configuration text, and answers questions based on the provided input.
+106. **explain_docs**: Improves and restructures tool documentation into clear, concise instructions, including overviews, usage, use cases, and key features.
+107. **explain_math**: Helps you understand mathematical concepts in a clear and engaging way.
+108. **explain_project**: Summarizes project documentation into clear, concise sections covering the project, problem, solution, installation, usage, and examples.
+109. **explain_terms**: Produces a glossary of advanced terms from content, providing a definition, analogy, and explanation of why each term matters.
+110. **export_data_as_csv**: Extracts and outputs all data structures from the input in properly formatted CSV data.
+111. **extract_algorithm_update_recommendations**: Extracts concise, practical algorithm update recommendations from the input and outputs them in a bulleted list.
+112. **extract_article_wisdom**: Extracts surprising, insightful, and interesting information from content, categorizing it into sections like summary, ideas, quotes, facts, references, and recommendations.
+113. **extract_book_ideas**: Extracts and outputs 50 to 100 of the most surprising, insightful, and interesting ideas from a book's content.
+114. **extract_book_recommendations**: Extracts and outputs 50 to 100 practical, actionable recommendations from a book's content.
+115. **extract_business_ideas**: Extracts top business ideas from content and elaborates on the best 10 with unique differentiators.
+116. **extract_characters**: Identify all characters (human and non-human), resolve their aliases and pronouns into canonical names, and produce detailed descriptions of each character's role, motivations, and interactions ranked by narrative importance.
+117. **extract_controversial_ideas**: Extracts and outputs controversial statements and supporting quotes from the input in a structured Markdown list.
+118. **extract_core_message**: Extracts and outputs a clear, concise sentence that articulates the core message of a given text or body of work.
+119. **extract_ctf_writeup**: Extracts a short writeup from a warstory-like text about a cyber security engagement.
+120. **extract_domains**: Extracts domains and URLs from content to identify sources used for articles, newsletters, and other publications.
+121. **extract_extraordinary_claims**: Extracts and outputs a list of extraordinary claims from conversations, focusing on scientifically disputed or false statements.
+122. **extract_ideas**: Extracts and outputs all the key ideas from input, presented as 15-word bullet points in Markdown.
+123. **extract_insights**: Extracts and outputs the most powerful and insightful ideas from text, formatted as 16-word bullet points in the INSIGHTS section, also IDEAS section.
+124. **extract_insights_dm**: Extracts and outputs all valuable insights and a concise summary of the content, including key points and topics discussed.
+125. **extract_instructions**: Extracts clear, actionable step-by-step instructions and main objectives from instructional video transcripts, organizing them into a concise list.
+126. **extract_jokes**: Extracts jokes from text content, presenting each joke with its punchline in separate bullet points.
+127. **extract_latest_video**: Extracts the latest video URL from a YouTube RSS feed and outputs the URL only.
+128. **extract_main_activities**: Extracts key events and activities from transcripts or logs, providing a summary of what happened.
+129. **extract_main_idea**: Extracts the main idea and key recommendation from the input, summarizing them in 15-word sentences.
+130. **extract_mcp_servers**: Identify and summarize Model Context Protocol (MCP) servers referenced in the input along with their key details.
+131. **extract_most_redeeming_thing**: Extracts the most redeeming aspect from an input, summarizing it in a single 15-word sentence.
+132. **extract_patterns**: Extracts and analyzes recurring, surprising, and insightful patterns from input, providing detailed analysis and advice for builders.
+133. **extract_poc**: Extracts proof of concept URLs and validation methods from security reports, providing the URL and command to run.
+134. **extract_predictions**: Extracts predictions from input, including specific details such as date, confidence level, and verification method.
+135. **extract_primary_problem**: Extracts the primary problem with the world as presented in a given text or body of work.
+136. **extract_primary_solution**: Extracts the primary solution for the world as presented in a given text or body of work.
+137. **extract_product_features**: Extracts and outputs a list of product features from the provided input in a bulleted format.
+138. **extract_questions**: Extracts and outputs all questions asked by the interviewer in a conversation or interview.
+139. **extract_recipe**: Extracts and outputs a recipe with a short meal description, ingredients with measurements, and preparation steps.
+140. **extract_recommendations**: Extracts and outputs concise, practical recommendations from a given piece of content in a bulleted list.
+141. **extract_references**: Extracts and outputs a bulleted list of references to art, stories, books, literature, and other sources from content.
+142. **extract_skills**: Extracts and classifies skills from a job description into a table, separating each skill and classifying it as either hard or soft.
+143. **extract_song_meaning**: Analyzes a song to provide a summary of its meaning, supported by detailed evidence from lyrics, artist commentary, and fan analysis.
+144. **extract_sponsors**: Extracts and lists official sponsors and potential sponsors from a provided transcript.
+145. **extract_videoid**: Extracts and outputs the video ID from any given URL.
+146. **extract_wisdom**: Extracts surprising, insightful, and interesting information from text on topics like human flourishing, AI, learning, and more.
+147. **extract_wisdom_agents**: Extracts valuable insights, ideas, quotes, and references from content, emphasizing topics like human flourishing, AI, learning, and technology.
+148. **extract_wisdom_dm**: Extracts all valuable, insightful, and thought-provoking information from content, focusing on topics like human flourishing, AI, learning, and technology.
+149. **extract_wisdom_nometa**: Extracts insights, ideas, quotes, habits, facts, references, and recommendations from content, focusing on human flourishing, AI, technology, and related topics.
+150. **find_female_life_partner**: Analyzes criteria for finding a female life partner and provides clear, direct, and poetic descriptions.
+151. **find_hidden_message**: Extracts overt and hidden political messages, justifications, audience actions, and a cynical analysis from content.
+152. **find_logical_fallacies**: Identifies and analyzes fallacies in arguments, classifying them as formal or informal with detailed reasoning.
+153. **fix_typos**: Proofreads and corrects typos, spelling, grammar, and punctuation errors in text.
+154. **generate_code_rules**: Compile best-practice coding rules and guardrails for AI-assisted development workflows from the provided content.
+155. **get_wow_per_minute**: Determines the wow-factor of content per minute based on surprise, novelty, insight, value, and wisdom, measuring how rewarding the content is for the viewer.
+156. **heal_person**: Develops a comprehensive plan for spiritual and mental healing based on psychological profiles, providing personalized recommendations for mental health improvement and overall life enhancement.
+157. **humanize**: Rewrites AI-generated text to sound natural, conversational, and easy to understand, maintaining clarity and simplicity.
+158. **identify_dsrp_distinctions**: Encourages creative, systems-based thinking by exploring distinctions, boundaries, and their implications, drawing on insights from prominent systems thinkers.
+159. **identify_dsrp_perspectives**: Explores the concept of distinctions in systems thinking, focusing on how boundaries define ideas, influence understanding, and reveal or obscure insights.
+160. **identify_dsrp_relationships**: Encourages exploration of connections, distinctions, and boundaries between ideas, inspired by systems thinkers to reveal new insights and patterns in complex systems.
+161. **identify_dsrp_systems**: Encourages organizing ideas into systems of parts and wholes, inspired by systems thinkers to explore relationships and how changes in organization impact meaning and understanding.
+162. **identify_job_stories**: Identifies key job stories or requirements for roles.
+163. **improve_academic_writing**: Refines text into clear, concise academic language while improving grammar, coherence, and clarity, with a list of changes.
+164. **improve_prompt**: Improves an LLM/AI prompt by applying expert prompt writing strategies for better results and clarity.
+165. **improve_report_finding**: Improves a penetration test security finding by providing detailed descriptions, risks, recommendations, references, quotes, and a concise summary in markdown format.
+166. **improve_writing**: Refines text by correcting grammar, enhancing style, improving clarity, and maintaining the original meaning. skills.
+167. **judge_output**: Evaluates Honeycomb queries by judging their effectiveness, providing critiques and outcomes based on language nuances and analytics relevance.
+168. **label_and_rate**: Labels content with up to 20 single-word tags and rates it based on idea count and relevance to human meaning, AI, and other related themes, assigning a tier (S, A, B, C, D) and a quality score.
+169. **md_callout**: Classifies content and generates a markdown callout based on the provided text, selecting the most appropriate type.
+170. **model_as_sherlock_freud**: Builds psychological models using detective reasoning and psychoanalytic insight to understand human behavior.
+171. **official_pattern_template**: Template to use if you want to create new fabric patterns.
+172. **predict_person_actions**: Predicts behavioral responses based on psychological profiles and challenges.
+173. **prepare_7s_strategy**: Prepares a comprehensive briefing document from 7S's strategy capturing organizational profile, strategic elements, and market dynamics with clear, concise, and organized content.
+174. **provide_guidance**: Provides psychological and life coaching advice, including analysis, recommendations, and potential diagnoses, with a compassionate and honest tone.
+175. **rate_ai_response**: Rates the quality of AI responses by comparing them to top human expert performance, assigning a letter grade, reasoning, and providing a 1-100 score based on the evaluation.
+176. **rate_ai_result**: Assesses the quality of AI/ML/LLM work by deeply analyzing content, instructions, and output, then rates performance based on multiple dimensions, including coverage, creativity, and interdisciplinary thinking.
+177. **rate_content**: Labels content with up to 20 single-word tags and rates it based on idea count and relevance to human meaning, AI, and other related themes, assigning a tier (S, A, B, C, D) and a quality score.
+178. **rate_value**: Produces the best possible output by deeply analyzing and understanding the input and its intended purpose.
+179. **raw_query**: Fully digests and contemplates the input to produce the best possible result based on understanding the sender's intent.
+180. **recommend_artists**: Recommends a personalized festival schedule with artists aligned to your favorite styles and interests, including rationale.
+181. **recommend_pipeline_upgrades**: Optimizes vulnerability-checking pipelines by incorporating new information and improving their efficiency, with detailed explanations of changes.
+182. **recommend_talkpanel_topics**: Produces a clean set of proposed talks or panel talking points for a person based on their interests and goals, formatted for submission to a conference organizer.
+183. **recommend_yoga_practice**: Provides personalized yoga sequences, meditation guidance, and holistic lifestyle advice based on individual profiles.
+184. **refine_design_document**: Refines a design document based on a design review by analyzing, mapping concepts, and implementing changes using valid Markdown.
+185. **review_design**: Reviews and analyzes architecture design, focusing on clarity, component design, system integrations, security, performance, scalability, and data management.
+186. **sanitize_broken_html_to_markdown**: Converts messy HTML into clean, properly formatted Markdown, applying custom styling and ensuring compatibility with Vite.
+187. **suggest_pattern**: Suggests appropriate fabric patterns or commands based on user input, providing clear explanations and options for users.
+188. **summarize**: Summarizes content into a 20-word sentence, main points, and takeaways, formatted with numbered lists in Markdown.
+189. **summarize_board_meeting**: Creates formal meeting notes from board meeting transcripts for corporate governance documentation.
+190. **summarize_debate**: Summarizes debates, identifies primary disagreement, extracts arguments, and provides analysis of evidence and argument strength to predict outcomes.
+191. **summarize_git_changes**: Summarizes recent project updates from the last 7 days, focusing on key changes with enthusiasm.
+192. **summarize_git_diff**: Summarizes and organizes Git diff changes with clear, succinct commit messages and bullet points.
+193. **summarize_lecture**: Extracts relevant topics, definitions, and tools from lecture transcripts, providing structured summaries with timestamps and key takeaways.
+194. **summarize_legislation**: Summarizes complex political proposals and legislation by analyzing key points, proposed changes, and providing balanced, positive, and cynical characterizations.
+195. **summarize_meeting**: Analyzes meeting transcripts to extract a structured summary, including an overview, key points, tasks, decisions, challenges, timeline, references, and next steps.
+196. **summarize_micro**: Summarizes content into a 20-word sentence, 3 main points, and 3 takeaways, formatted in clear, concise Markdown.
+197. **summarize_newsletter**: Extracts the most meaningful, interesting, and useful content from a newsletter, summarizing key sections such as content, opinions, tools, companies, and follow-up items in clear, structured Markdown.
+198. **summarize_paper**: Summarizes an academic paper by detailing its title, authors, technical approach, distinctive features, experimental setup, results, advantages, limitations, and conclusion in a clear, structured format using human-readable Markdown.
+199. **summarize_prompt**: Summarizes AI chat prompts by describing the primary function, unique approach, and expected output in a concise paragraph. The summary is focused on the prompt's purpose without unnecessary details or formatting.
+200. **summarize_pull-requests**: Summarizes pull requests for a coding project by providing a summary and listing the top PRs with human-readable descriptions.
+201. **summarize_rpg_session**: Summarizes a role-playing game session by extracting key events, combat stats, character changes, quotes, and more.
+202. **t_analyze_challenge_handling**: Provides 8-16 word bullet points evaluating how well challenges are being addressed, calling out any lack of effort.
+203. **t_check_dunning_kruger**: Assess narratives for Dunning-Kruger patterns by contrasting self-perception with demonstrated competence and confidence cues.
+204. **t_check_metrics**: Analyzes deep context from the TELOS file and input instruction, then provides a wisdom-based output while considering metrics and KPIs to assess recent improvements.
+205. **t_create_h3_career**: Summarizes context and produces wisdom-based output by deeply analyzing both the TELOS File and the input instruction, considering the relationship between the two.
+206. **t_create_opening_sentences**: Describes from TELOS file the person's identity, goals, and actions in 4 concise, 32-word bullet points, humbly.
+207. **t_describe_life_outlook**: Describes from TELOS file a person's life outlook in 5 concise, 16-word bullet points.
+208. **t_extract_intro_sentences**: Summarizes from TELOS file a person's identity, work, and current projects in 5 concise and grounded bullet points.
+209. **t_extract_panel_topics**: Creates 5 panel ideas with titles and descriptions based on deep context from a TELOS file and input.
+210. **t_find_blindspots**: Identify potential blindspots in thinking, frames, or models that may expose the individual to error or risk.
+211. **t_find_negative_thinking**: Analyze a TELOS file and input to identify negative thinking in documents or journals, followed by tough love encouragement.
+212. **t_find_neglected_goals**: Analyze a TELOS file and input instructions to identify goals or projects that have not been worked on recently.
+213. **t_give_encouragement**: Analyze a TELOS file and input instructions to evaluate progress, provide encouragement, and offer recommendations for continued effort.
+214. **t_red_team_thinking**: Analyze a TELOS file and input instructions to red-team thinking, models, and frames, then provide recommendations for improvement.
+215. **t_threat_model_plans**: Analyze a TELOS file and input instructions to create threat models for a life plan and recommend improvements.
+216. **t_visualize_mission_goals_projects**: Analyze a TELOS file and input instructions to create an ASCII art diagram illustrating the relationship of missions, goals, and projects.
+217. **t_year_in_review**: Analyze a TELOS file to create insights about a person or entity, then summarize accomplishments and visualizations in bullet points.
+218. **to_flashcards**: Create Anki flashcards from a given text, focusing on concise, optimized questions and answers without external context.
+219. **transcribe_minutes**: Extracts (from meeting transcription) meeting minutes, identifying actionables, insightful ideas, decisions, challenges, and next steps in a structured format.
+220. **translate**: Translates sentences or documentation into the specified language code while maintaining the original formatting and tone.
+221. **tweet**: Provides a step-by-step guide on crafting engaging tweets with emojis, covering Twitter basics, account creation, features, and audience targeting.
+222. **write_essay**: Writes essays in the style of a specified author, embodying their unique voice, vocabulary, and approach. Uses `author_name` variable.
+223. **write_essay_pg**: Writes concise, clear essays in the style of Paul Graham, focusing on simplicity, clarity, and illumination of the provided topic.
+224. **write_hackerone_report**: Generates concise, clear, and reproducible bug bounty reports, detailing vulnerability impact, steps to reproduce, and exploit details for triagers.
+225. **write_latex**: Generates syntactically correct LaTeX code for a new.tex document, ensuring proper formatting and compatibility with pdflatex.
+226. **write_micro_essay**: Writes concise, clear, and illuminating essays on the given topic in the style of Paul Graham.
+227. **write_nuclei_template_rule**: Generates Nuclei YAML templates for detecting vulnerabilities using HTTP requests, matchers, extractors, and dynamic data extraction.
+228. **write_pull-request**: Drafts detailed pull request descriptions, explaining changes, providing reasoning, and identifying potential bugs from the git diff command output.
+229. **write_semgrep_rule**: Creates accurate and working Semgrep rules based on input, following syntax guidelines and specific language considerations.
+230. **youtube_summary**: Create concise, timestamped Youtube video summaries that highlight key points.

data/patterns/suggest_pattern/system.md

@@ -73,11 +73,11 @@ Match the request to one or more of these primary categories:
 
 **AI**: ai, create_ai_jobs_analysis, create_art_prompt, create_pattern, create_prediction_block, extract_mcp_servers, extract_wisdom_agents, generate_code_rules, improve_prompt, judge_output, rate_ai_response, rate_ai_result, raw_query, suggest_pattern, summarize_prompt
 
-**ANALYSIS**: ai, analyze_answers, analyze_bill, analyze_bill_short, analyze_candidates, analyze_cfp_submission, analyze_claims, analyze_comments, analyze_debate, analyze_email_headers, analyze_incident, analyze_interviewer_techniques, analyze_logs, analyze_malware, analyze_military_strategy, analyze_mistakes, analyze_paper, analyze_paper_simple, analyze_patent, analyze_personality, analyze_presentation, analyze_product_feedback, analyze_proposition, analyze_prose, analyze_prose_json, analyze_prose_pinker, analyze_risk, analyze_sales_call, analyze_spiritual_text, analyze_tech_impact, analyze_terraform_plan, analyze_threat_report, analyze_threat_report_cmds, analyze_threat_report_trends, apply_ul_tags, check_agreement, compare_and_contrast, create_ai_jobs_analysis, create_idea_compass, create_investigation_visualization, create_prediction_block, create_recursive_outline, create_story_about_people_interaction, create_tags, dialog_with_socrates, extract_main_idea, extract_predictions, find_hidden_message, find_logical_fallacies, get_wow_per_minute, identify_dsrp_distinctions, identify_dsrp_perspectives, identify_dsrp_relationships, identify_dsrp_systems, identify_job_stories, label_and_rate, model_as_sherlock_freud, predict_person_actions, prepare_7s_strategy, provide_guidance, rate_content, rate_value, recommend_artists, recommend_talkpanel_topics, review_design, summarize_board_meeting, t_analyze_challenge_handling, t_check_dunning_kruger, t_check_metrics, t_describe_life_outlook, t_extract_intro_sentences, t_extract_panel_topics, t_find_blindspots, t_find_negative_thinking, t_red_team_thinking, t_threat_model_plans, t_year_in_review, write_hackerone_report
+**ANALYSIS**: ai, analyze_answers, analyze_bill, analyze_bill_short, analyze_candidates, analyze_cfp_submission, analyze_claims, analyze_comments, analyze_debate, analyze_email_headers, analyze_incident, analyze_interviewer_techniques, analyze_logs, analyze_malware, analyze_military_strategy, analyze_mistakes, analyze_paper, analyze_paper_simple, analyze_patent, analyze_personality, analyze_presentation, analyze_product_feedback, analyze_proposition, analyze_prose, analyze_prose_json, analyze_prose_pinker, analyze_risk, analyze_sales_call, analyze_spiritual_text, analyze_tech_impact, analyze_terraform_plan, analyze_threat_report, analyze_threat_report_cmds, analyze_threat_report_trends, apply_ul_tags, check_agreement, compare_and_contrast, concall_summary, create_ai_jobs_analysis, create_idea_compass, create_investigation_visualization, create_prediction_block, create_recursive_outline, create_story_about_people_interaction, create_tags, dialog_with_socrates, extract_main_idea, extract_predictions, find_hidden_message, find_logical_fallacies, get_wow_per_minute, identify_dsrp_distinctions, identify_dsrp_perspectives, identify_dsrp_relationships, identify_dsrp_systems, identify_job_stories, label_and_rate, model_as_sherlock_freud, predict_person_actions, prepare_7s_strategy, provide_guidance, rate_content, rate_value, recommend_artists, recommend_talkpanel_topics, review_design, summarize_board_meeting, t_analyze_challenge_handling, t_check_dunning_kruger, t_check_metrics, t_describe_life_outlook, t_extract_intro_sentences, t_extract_panel_topics, t_find_blindspots, t_find_negative_thinking, t_red_team_thinking, t_threat_model_plans, t_year_in_review, write_hackerone_report
 
 **BILL**: analyze_bill, analyze_bill_short
 
-**BUSINESS**: check_agreement, create_ai_jobs_analysis, create_formal_email, create_hormozi_offer, create_loe_document, create_logo, create_newsletter_entry, create_prd, explain_project, extract_business_ideas, extract_characters, extract_product_features, extract_skills, extract_sponsors, identify_job_stories, prepare_7s_strategy, rate_value, t_check_metrics, t_create_h3_career, t_visualize_mission_goals_projects, t_year_in_review, transcribe_minutes
+**BUSINESS**: check_agreement, concall_summary, create_ai_jobs_analysis, create_formal_email, create_hormozi_offer, create_loe_document, create_logo, create_newsletter_entry, create_prd, explain_project, extract_business_ideas, extract_characters, extract_product_features, extract_skills, extract_sponsors, identify_job_stories, prepare_7s_strategy, rate_value, t_check_metrics, t_create_h3_career, t_visualize_mission_goals_projects, t_year_in_review, transcribe_minutes
 
 **CLASSIFICATION**: apply_ul_tags
 
@@ -109,7 +109,7 @@ Match the request to one or more of these primary categories:
 
 **STRATEGY**: analyze_military_strategy, create_better_frame, prepare_7s_strategy, t_analyze_challenge_handling, t_find_blindspots, t_find_negative_thinking, t_find_neglected_goals, t_red_team_thinking, t_threat_model_plans, t_visualize_mission_goals_projects
 
-**SUMMARIZE**: capture_thinkers_work, create_5_sentence_summary, create_micro_summary, create_newsletter_entry, create_show_intro, create_summary, extract_core_message, extract_latest_video, extract_main_idea, summarize, summarize_board_meeting, summarize_debate, summarize_git_changes, summarize_git_diff, summarize_lecture, summarize_legislation, summarize_meeting, summarize_micro, summarize_newsletter, summarize_paper, summarize_pull-requests, summarize_rpg_session, youtube_summary
+**SUMMARIZE**: capture_thinkers_work, concall_summary, create_5_sentence_summary, create_micro_summary, create_newsletter_entry, create_show_intro, create_summary, extract_core_message, extract_latest_video, extract_main_idea, summarize, summarize_board_meeting, summarize_debate, summarize_git_changes, summarize_git_diff, summarize_lecture, summarize_legislation, summarize_meeting, summarize_micro, summarize_newsletter, summarize_paper, summarize_pull-requests, summarize_rpg_session, youtube_summary
 
 **VISUALIZE**: create_conceptmap, create_excalidraw_visualization, create_graph_from_input, create_idea_compass, create_investigation_visualization, create_keynote, create_logo, create_markmap_visualization, create_mermaid_visualization, create_mermaid_visualization_for_github, create_video_chapters, create_visualization, enrich_blog_post, t_visualize_mission_goals_projects
 

data/patterns/suggest_pattern/user.md

@@ -196,6 +196,10 @@ Review contract to identify stipulations, issues, and changes for negotiation.
 
 Create comparisons table, highlighting key differences and similarities.
 
+### concall_summary
+
+Analyze earnings call transcripts to extract management insights, financial metrics, and investment implications.
+
 ### create_ai_jobs_analysis
 
 Identify automation risks and career resilience strategies.

docs/CONTRIBUTING.md

@@ -51,6 +51,29 @@ docs: update installation instructions
 
 ## Pull Request Process
 
+### Pull Request Guidelines
+
+**Keep pull requests focused and minimal.**
+
+PRs that touch a large number of files (50+) without clear functional justification will likely be rejected without detailed review.
+
+#### Why we enforce this
+
+- **Reviewability**: Large PRs are effectively un-reviewable. Studies show reviewer effectiveness drops significantly after ~200-400 lines of code. A 93-file "cleanup" PR cannot receive meaningful review.
+- **Git history**: Sweeping changes pollute `git blame`, making it harder to trace when and why functional changes were made.
+- **Merge conflicts**: Large PRs increase the likelihood of conflicts with other contributors' work.
+- **Risk**: More changed lines means more opportunities for subtle bugs, even in "safe" refactors.
+
+#### What to do instead
+
+If you have a large change in mind, break it into logical, independently-mergeable slices. For example:
+
+- ✅ "Replace `interface{}` with `any` across codebase" (single mechanical change, easy to verify)
+- ✅ "Migrate to `strings.CutPrefix` in `internal/cli`" (scoped to one package)
+- ❌ "Modernize codebase with multiple idiom updates" (too broad, impossible to review)
+
+For sweeping refactors or style changes, **open an issue first** to discuss the approach with maintainers before investing time in the work.
+
 ### Changelog Generation (REQUIRED)
 
 After opening your PR, generate a changelog entry:
@@ -142,6 +165,79 @@ Example output here
 - Include usage examples
 - Keep documentation current
 
+### REST API Documentation
+
+When adding or modifying REST API endpoints, you must update the Swagger documentation:
+
+**1. Add Swagger annotations to your handler:**
+
+```go
+// HandlerName godoc
+// @Summary Short description of what this endpoint does
+// @Description Detailed description of the endpoint's functionality
+// @Tags category-name
+// @Accept json
+// @Produce json
+// @Param name path string true "Parameter description"
+// @Param body body RequestType true "Request body description"
+// @Success 200 {object} ResponseType "Success description"
+// @Failure 400 {object} map[string]string "Bad request"
+// @Failure 500 {object} map[string]string "Server error"
+// @Security ApiKeyAuth
+// @Router /endpoint/path [get]
+func (h *Handler) HandlerName(c *gin.Context) {
+    // Implementation
+}
+```
+
+**2. Regenerate Swagger documentation:**
+
+```bash
+# Install swag CLI if you haven't already
+go install github.com/swaggo/swag/cmd/swag@latest
+
+# Generate updated documentation
+swag init -g internal/server/serve.go -o docs
+```
+
+**3. Commit the generated files:**
+
+The following files will be updated and should be committed:
+
+- `docs/swagger.json`
+- `docs/swagger.yaml`
+- `docs/docs.go`
+
+**4. Test your changes:**
+
+Start the server and verify your endpoint appears in Swagger UI:
+
+```bash
+go run ./cmd/fabric --serve
+# Open http://localhost:8080/swagger/index.html
+```
+
+**Examples to follow:**
+
+- Chat endpoint: `internal/server/chat.go:58-68`
+- Patterns endpoint: `internal/server/patterns.go:36-45`
+- Models endpoint: `internal/server/models.go:20-28`
+
+**Common annotation tags:**
+
+- `@Summary` - One-line description (required)
+- `@Description` - Detailed explanation
+- `@Tags` - Logical grouping (e.g., "patterns", "chat", "models")
+- `@Accept` - Input content type (e.g., "json")
+- `@Produce` - Output content type (e.g., "json", "text/event-stream")
+- `@Param` - Request parameters (path, query, body)
+- `@Success` - Successful response (include status code and type)
+- `@Failure` - Error responses
+- `@Security` - Authentication requirement (use "ApiKeyAuth" for API key)
+- `@Router` - Endpoint path and HTTP method
+
+For complete Swagger annotation syntax, see the [swaggo documentation](https://github.com/swaggo/swag#declarative-comments-format)
+
 ## Getting Help
 
 - Check existing issues first

docs/docs.go

@@ -0,0 +1,536 @@
+// Package docs Code generated by swaggo/swag. DO NOT EDIT
+package docs
+
+import "github.com/swaggo/swag"
+
+const docTemplate = `{
+    "schemes": {{ marshal .Schemes }},
+    "swagger": "2.0",
+    "info": {
+        "description": "{{escape .Description}}",
+        "title": "{{.Title}}",
+        "contact": {
+            "name": "Fabric Support",
+            "url": "https://github.com/danielmiessler/fabric"
+        },
+        "license": {
+            "name": "MIT",
+            "url": "https://opensource.org/licenses/MIT"
+        },
+        "version": "{{.Version}}"
+    },
+    "host": "{{.Host}}",
+    "basePath": "{{.BasePath}}",
+    "paths": {
+        "/chat": {
+            "post": {
+                "security": [
+                    {
+                        "ApiKeyAuth": []
+                    }
+                ],
+                "description": "Stream AI responses using Server-Sent Events (SSE)",
+                "consumes": [
+                    "application/json"
+                ],
+                "produces": [
+                    "text/event-stream"
+                ],
+                "tags": [
+                    "chat"
+                ],
+                "summary": "Stream chat completions",
+                "parameters": [
+                    {
+                        "description": "Chat request with prompts and options",
+                        "name": "request",
+                        "in": "body",
+                        "required": true,
+                        "schema": {
+                            "$ref": "#/definitions/restapi.ChatRequest"
+                        }
+                    }
+                ],
+                "responses": {
+                    "200": {
+                        "description": "Streaming response",
+                        "schema": {
+                            "$ref": "#/definitions/restapi.StreamResponse"
+                        }
+                    },
+                    "400": {
+                        "description": "Bad Request",
+                        "schema": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "type": "string"
+                            }
+                        }
+                    }
+                }
+            }
+        },
+        "/models/names": {
+            "get": {
+                "security": [
+                    {
+                        "ApiKeyAuth": []
+                    }
+                ],
+                "description": "Get a list of all available AI models grouped by vendor",
+                "produces": [
+                    "application/json"
+                ],
+                "tags": [
+                    "models"
+                ],
+                "summary": "List all available models",
+                "responses": {
+                    "200": {
+                        "description": "Returns models (array) and vendors (map)",
+                        "schema": {
+                            "type": "object",
+                            "additionalProperties": true
+                        }
+                    },
+                    "500": {
+                        "description": "Internal Server Error",
+                        "schema": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "type": "string"
+                            }
+                        }
+                    }
+                }
+            }
+        },
+        "/patterns/{name}": {
+            "get": {
+                "security": [
+                    {
+                        "ApiKeyAuth": []
+                    }
+                ],
+                "description": "Retrieve a pattern by name",
+                "consumes": [
+                    "application/json"
+                ],
+                "produces": [
+                    "application/json"
+                ],
+                "tags": [
+                    "patterns"
+                ],
+                "summary": "Get a pattern",
+                "parameters": [
+                    {
+                        "type": "string",
+                        "description": "Pattern name",
+                        "name": "name",
+                        "in": "path",
+                        "required": true
+                    }
+                ],
+                "responses": {
+                    "200": {
+                        "description": "OK",
+                        "schema": {
+                            "$ref": "#/definitions/fsdb.Pattern"
+                        }
+                    },
+                    "500": {
+                        "description": "Internal Server Error",
+                        "schema": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "type": "string"
+                            }
+                        }
+                    }
+                }
+            }
+        },
+        "/patterns/{name}/apply": {
+            "post": {
+                "security": [
+                    {
+                        "ApiKeyAuth": []
+                    }
+                ],
+                "description": "Apply a pattern with variable substitution",
+                "consumes": [
+                    "application/json"
+                ],
+                "produces": [
+                    "application/json"
+                ],
+                "tags": [
+                    "patterns"
+                ],
+                "summary": "Apply pattern with variables",
+                "parameters": [
+                    {
+                        "type": "string",
+                        "description": "Pattern name",
+                        "name": "name",
+                        "in": "path",
+                        "required": true
+                    },
+                    {
+                        "description": "Pattern application request",
+                        "name": "request",
+                        "in": "body",
+                        "required": true,
+                        "schema": {
+                            "$ref": "#/definitions/restapi.PatternApplyRequest"
+                        }
+                    }
+                ],
+                "responses": {
+                    "200": {
+                        "description": "OK",
+                        "schema": {
+                            "$ref": "#/definitions/fsdb.Pattern"
+                        }
+                    },
+                    "400": {
+                        "description": "Bad Request",
+                        "schema": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "type": "string"
+                            }
+                        }
+                    },
+                    "500": {
+                        "description": "Internal Server Error",
+                        "schema": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "type": "string"
+                            }
+                        }
+                    }
+                }
+            }
+        },
+        "/youtube/transcript": {
+            "post": {
+                "security": [
+                    {
+                        "ApiKeyAuth": []
+                    }
+                ],
+                "description": "Retrieves the transcript of a YouTube video along with video metadata (title and description)",
+                "consumes": [
+                    "application/json"
+                ],
+                "produces": [
+                    "application/json"
+                ],
+                "tags": [
+                    "youtube"
+                ],
+                "summary": "Get YouTube video transcript",
+                "parameters": [
+                    {
+                        "description": "YouTube transcript request with URL, language, and timestamp options",
+                        "name": "request",
+                        "in": "body",
+                        "required": true,
+                        "schema": {
+                            "$ref": "#/definitions/restapi.YouTubeRequest"
+                        }
+                    }
+                ],
+                "responses": {
+                    "200": {
+                        "description": "Successful response with transcript and metadata",
+                        "schema": {
+                            "$ref": "#/definitions/restapi.YouTubeResponse"
+                        }
+                    },
+                    "400": {
+                        "description": "Bad request - invalid URL or playlist URL provided",
+                        "schema": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "type": "string"
+                            }
+                        }
+                    },
+                    "500": {
+                        "description": "Internal server error - failed to retrieve transcript or metadata",
+                        "schema": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "type": "string"
+                            }
+                        }
+                    }
+                }
+            }
+        }
+    },
+    "definitions": {
+        "domain.ThinkingLevel": {
+            "type": "string",
+            "enum": [
+                "off",
+                "low",
+                "medium",
+                "high"
+            ],
+            "x-enum-varnames": [
+                "ThinkingOff",
+                "ThinkingLow",
+                "ThinkingMedium",
+                "ThinkingHigh"
+            ]
+        },
+        "fsdb.Pattern": {
+            "type": "object",
+            "properties": {
+                "description": {
+                    "type": "string"
+                },
+                "name": {
+                    "type": "string"
+                },
+                "pattern": {
+                    "type": "string"
+                }
+            }
+        },
+        "restapi.ChatRequest": {
+            "type": "object",
+            "properties": {
+                "audioFormat": {
+                    "type": "string"
+                },
+                "audioOutput": {
+                    "type": "boolean"
+                },
+                "frequencyPenalty": {
+                    "type": "number",
+                    "format": "float64"
+                },
+                "imageBackground": {
+                    "type": "string"
+                },
+                "imageCompression": {
+                    "type": "integer"
+                },
+                "imageFile": {
+                    "type": "string"
+                },
+                "imageQuality": {
+                    "type": "string"
+                },
+                "imageSize": {
+                    "type": "string"
+                },
+                "language": {
+                    "description": "Add Language field to bind from request",
+                    "type": "string"
+                },
+                "maxTokens": {
+                    "type": "integer"
+                },
+                "model": {
+                    "type": "string"
+                },
+                "modelContextLength": {
+                    "type": "integer"
+                },
+                "notification": {
+                    "type": "boolean"
+                },
+                "notificationCommand": {
+                    "type": "string"
+                },
+                "presencePenalty": {
+                    "type": "number",
+                    "format": "float64"
+                },
+                "prompts": {
+                    "type": "array",
+                    "items": {
+                        "$ref": "#/definitions/restapi.PromptRequest"
+                    }
+                },
+                "raw": {
+                    "type": "boolean"
+                },
+                "search": {
+                    "type": "boolean"
+                },
+                "searchLocation": {
+                    "type": "string"
+                },
+                "seed": {
+                    "type": "integer"
+                },
+                "suppressThink": {
+                    "type": "boolean"
+                },
+                "temperature": {
+                    "type": "number",
+                    "format": "float64"
+                },
+                "thinkEndTag": {
+                    "type": "string"
+                },
+                "thinkStartTag": {
+                    "type": "string"
+                },
+                "thinking": {
+                    "$ref": "#/definitions/domain.ThinkingLevel"
+                },
+                "topP": {
+                    "type": "number",
+                    "format": "float64"
+                },
+                "voice": {
+                    "type": "string"
+                }
+            }
+        },
+        "restapi.PatternApplyRequest": {
+            "type": "object",
+            "properties": {
+                "input": {
+                    "type": "string"
+                },
+                "variables": {
+                    "type": "object",
+                    "additionalProperties": {
+                        "type": "string"
+                    }
+                }
+            }
+        },
+        "restapi.PromptRequest": {
+            "type": "object",
+            "properties": {
+                "contextName": {
+                    "type": "string"
+                },
+                "model": {
+                    "type": "string"
+                },
+                "patternName": {
+                    "type": "string"
+                },
+                "strategyName": {
+                    "description": "Optional strategy name",
+                    "type": "string"
+                },
+                "userInput": {
+                    "type": "string"
+                },
+                "variables": {
+                    "description": "Pattern variables",
+                    "type": "object",
+                    "additionalProperties": {
+                        "type": "string"
+                    }
+                },
+                "vendor": {
+                    "type": "string"
+                }
+            }
+        },
+        "restapi.StreamResponse": {
+            "type": "object",
+            "properties": {
+                "content": {
+                    "description": "The actual content",
+                    "type": "string"
+                },
+                "format": {
+                    "description": "\"markdown\", \"mermaid\", \"plain\"",
+                    "type": "string"
+                },
+                "type": {
+                    "description": "\"content\", \"error\", \"complete\"",
+                    "type": "string"
+                }
+            }
+        },
+        "restapi.YouTubeRequest": {
+            "type": "object",
+            "required": [
+                "url"
+            ],
+            "properties": {
+                "language": {
+                    "description": "Language code for transcript (default: \"en\")",
+                    "type": "string",
+                    "example": "en"
+                },
+                "timestamps": {
+                    "description": "Include timestamps in the transcript (default: false)",
+                    "type": "boolean",
+                    "example": false
+                },
+                "url": {
+                    "description": "YouTube video URL (required)",
+                    "type": "string",
+                    "example": "https://www.youtube.com/watch?v=dQw4w9WgXcQ"
+                }
+            }
+        },
+        "restapi.YouTubeResponse": {
+            "type": "object",
+            "properties": {
+                "description": {
+                    "description": "Video description from YouTube metadata",
+                    "type": "string",
+                    "example": "This is the video description from YouTube..."
+                },
+                "title": {
+                    "description": "Video title from YouTube metadata",
+                    "type": "string",
+                    "example": "Example Video Title"
+                },
+                "transcript": {
+                    "description": "The video transcript text",
+                    "type": "string",
+                    "example": "This is the video transcript..."
+                },
+                "videoId": {
+                    "description": "YouTube video ID",
+                    "type": "string",
+                    "example": "dQw4w9WgXcQ"
+                }
+            }
+        }
+    },
+    "securityDefinitions": {
+        "ApiKeyAuth": {
+            "type": "apiKey",
+            "name": "X-API-Key",
+            "in": "header"
+        }
+    }
+}`
+
+// SwaggerInfo holds exported Swagger Info so clients can modify it
+var SwaggerInfo = &swag.Spec{
+	Version:          "1.0",
+	Host:             "localhost:8080",
+	BasePath:         "/",
+	Schemes:          []string{},
+	Title:            "Fabric REST API",
+	Description:      "REST API for Fabric AI augmentation framework. Provides endpoints for chat completions, pattern management, contexts, sessions, and more.",
+	InfoInstanceName: "swagger",
+	SwaggerTemplate:  docTemplate,
+	LeftDelim:        "{{",
+	RightDelim:       "}}",
+}
+
+func init() {
+	swag.Register(SwaggerInfo.InstanceName(), SwaggerInfo)
+}

docs/rest-api.md

@@ -0,0 +1,491 @@
+# Fabric REST API
+
+Fabric's REST API provides HTTP access to all core functionality: chat completions, pattern management, contexts, sessions, and more.
+
+## Quick Start
+
+Start the server:
+
+```bash
+fabric --serve
+```
+
+The server runs on `http://localhost:8080` by default.
+
+Test it:
+
+```bash
+curl http://localhost:8080/patterns/names
+```
+
+## Interactive API Documentation
+
+Fabric includes Swagger/OpenAPI documentation with an interactive UI:
+
+- **Swagger UI**: [http://localhost:8080/swagger/index.html](http://localhost:8080/swagger/index.html)
+- **OpenAPI JSON**: [http://localhost:8080/swagger/doc.json](http://localhost:8080/swagger/doc.json)
+- **OpenAPI YAML**: [http://localhost:8080/swagger/swagger.yaml](http://localhost:8080/swagger/swagger.yaml)
+
+The Swagger UI lets you:
+
+- Browse all available endpoints
+- View request/response schemas
+- Test API calls directly in your browser
+- See authentication requirements
+
+**Note:** Swagger documentation endpoints are publicly accessible even when API key authentication is enabled. Only the actual API endpoints require authentication
+
+## Server Options
+
+| Flag | Description | Default |
+| ------ | ------------- | --------- |
+| `--serve` | Start the REST API server | - |
+| `--address` | Server address and port | `:8080` |
+| `--api-key` | Enable API key authentication | (none) |
+
+Example with custom configuration:
+
+```bash
+fabric --serve --address :9090 --api-key my_secret_key
+```
+
+## Authentication
+
+When you set an API key with `--api-key`, all requests must include:
+
+```http
+X-API-Key: your-api-key-here
+```
+
+Example:
+
+```bash
+curl -H "X-API-Key: my_secret_key" http://localhost:8080/patterns/names
+```
+
+Without an API key, the server accepts all requests and logs a warning.
+
+## Endpoints
+
+### Chat Completions
+
+Stream AI responses using Server-Sent Events (SSE).
+
+**Endpoint:** `POST /chat`
+
+**Request:**
+
+```json
+{
+  "prompts": [
+    {
+      "userInput": "Explain quantum computing",
+      "vendor": "openai",
+      "model": "gpt-4o",
+      "patternName": "explain",
+      "contextName": "",
+      "strategyName": "",
+      "variables": {}
+    }
+  ],
+  "language": "en",
+  "temperature": 0.7,
+  "topP": 0.9,
+  "frequencyPenalty": 0,
+  "presencePenalty": 0,
+  "thinking": 0
+}
+```
+
+**Prompt Fields:**
+
+| Field | Required | Default | Description |
+| ------- | ---------- | --------- | ------------- |
+| `userInput` | **Yes** | - | Your message or question |
+| `vendor` | **Yes** | - | AI provider: `openai`, `anthropic`, `gemini`, `ollama`, etc. |
+| `model` | **Yes** | - | Model name: `gpt-4o`, `claude-sonnet-4.5`, `gemini-2.0-flash-exp`, etc. |
+| `patternName` | No | `""` | Pattern to apply (from `~/.config/fabric/patterns/`) |
+| `contextName` | No | `""` | Context to prepend (from `~/.config/fabric/contexts/`) |
+| `strategyName` | No | `""` | Strategy to use (from `~/.config/fabric/strategies/`) |
+| `variables` | No | `{}` | Variable substitutions for patterns (e.g., `{"role": "expert"}`) |
+
+**Chat Options:**
+
+| Field | Required | Default | Description |
+| ------- | ---------- | --------- | ------------- |
+| `language` | No | `"en"` | Language code for responses |
+| `temperature` | No | `0.7` | Randomness (0.0-1.0) |
+| `topP` | No | `0.9` | Nucleus sampling (0.0-1.0) |
+| `frequencyPenalty` | No | `0.0` | Reduce repetition (-2.0 to 2.0) |
+| `presencePenalty` | No | `0.0` | Encourage new topics (-2.0 to 2.0) |
+| `thinking` | No | `0` | Reasoning level (0=off, or numeric for tokens) |
+
+**Response:**
+
+Server-Sent Events stream with `Content-Type: text/readystream`. Each line contains JSON:
+
+```json
+{"type": "content", "format": "markdown", "content": "Quantum computing uses..."}
+{"type": "content", "format": "markdown", "content": " quantum mechanics..."}
+{"type": "complete", "format": "markdown", "content": ""}
+```
+
+**Types:**
+
+- `content` - Response chunk
+- `error` - Error message
+- `complete` - Stream finished
+
+**Formats:**
+
+- `markdown` - Standard text
+- `mermaid` - Mermaid diagram
+- `plain` - Plain text
+
+**Example:**
+
+```bash
+curl -X POST http://localhost:8080/chat \
+  -H "Content-Type: application/json" \
+  -d '{
+    "prompts": [{
+      "userInput": "What is Fabric?",
+      "vendor": "openai",
+      "model": "gpt-4o",
+      "patternName": "explain"
+    }]
+  }'
+```
+
+### Patterns
+
+Manage reusable AI prompts.
+
+| Method | Endpoint | Description |
+| -------- | ---------- | ------------- |
+| `GET` | `/patterns/names` | List all pattern names |
+| `GET` | `/patterns/:name` | Get pattern content |
+| `GET` | `/patterns/exists/:name` | Check if pattern exists |
+| `POST` | `/patterns/:name` | Create or update pattern |
+| `DELETE` | `/patterns/:name` | Delete pattern |
+| `PUT` | `/patterns/rename/:oldName/:newName` | Rename pattern |
+| `POST` | `/patterns/:name/apply` | Apply pattern with variables |
+
+**Example - Get pattern:**
+
+```bash
+curl http://localhost:8080/patterns/summarize
+```
+
+**Example - Apply pattern with variables:**
+
+```bash
+curl -X POST http://localhost:8080/patterns/translate/apply \
+  -H "Content-Type: application/json" \
+  -d '{
+    "input": "Hello world",
+    "variables": {"lang_code": "es"}
+  }'
+```
+
+**Example - Create pattern:**
+
+```bash
+curl -X POST http://localhost:8080/patterns/my_custom_pattern \
+  -H "Content-Type: text/plain" \
+  -d "You are an expert in explaining complex topics simply..."
+```
+
+### Contexts
+
+Manage context snippets that prepend to prompts.
+
+| Method | Endpoint | Description |
+| -------- | ---------- | ------------- |
+| `GET` | `/contexts/names` | List all context names |
+| `GET` | `/contexts/:name` | Get context content |
+| `GET` | `/contexts/exists/:name` | Check if context exists |
+| `POST` | `/contexts/:name` | Create or update context |
+| `DELETE` | `/contexts/:name` | Delete context |
+| `PUT` | `/contexts/rename/:oldName/:newName` | Rename context |
+
+### Sessions
+
+Manage chat conversation history.
+
+| Method | Endpoint | Description |
+| -------- | ---------- | ------------- |
+| `GET` | `/sessions/names` | List all session names |
+| `GET` | `/sessions/:name` | Get session messages (JSON array) |
+| `GET` | `/sessions/exists/:name` | Check if session exists |
+| `POST` | `/sessions/:name` | Save session messages |
+| `DELETE` | `/sessions/:name` | Delete session |
+| `PUT` | `/sessions/rename/:oldName/:newName` | Rename session |
+
+### Models
+
+List available AI models.
+
+**Endpoint:** `GET /models/names`
+
+**Response:**
+
+```json
+{
+  "models": ["gpt-4o", "gpt-4o-mini", "claude-sonnet-4.5", "gemini-2.0-flash-exp"],
+  "vendors": {
+    "openai": ["gpt-4o", "gpt-4o-mini"],
+    "anthropic": ["claude-sonnet-4.5", "claude-opus-4.5"],
+    "gemini": ["gemini-2.0-flash-exp", "gemini-2.0-flash-thinking-exp"]
+  }
+}
+```
+
+### Strategies
+
+List available prompt strategies (Chain of Thought, etc.).
+
+**Endpoint:** `GET /strategies`
+
+**Response:**
+
+```json
+[
+  {
+    "name": "chain_of_thought",
+    "description": "Think step by step",
+    "prompt": "Let's think through this step by step..."
+  }
+]
+```
+
+### YouTube Transcripts
+
+Extract transcripts from YouTube videos.
+
+**Endpoint:** `POST /youtube/transcript`
+
+**Request:**
+
+```json
+{
+  "url": "https://youtube.com/watch?v=dQw4w9WgXcQ",
+  "timestamps": false
+}
+```
+
+**Response:**
+
+```json
+{
+  "videoId": "Video ID",
+  "title": "Video Title",
+  "description" : "Video description...",
+  "transcript": "Full transcript text..."
+}
+```
+
+**Example:**
+
+```bash
+curl -X POST http://localhost:8080/youtube/transcript \
+  -H "Content-Type: application/json" \
+  -d '{"url": "https://youtube.com/watch?v=dQw4w9WgXcQ", "timestamps": true}'
+```
+
+### Configuration
+
+Manage API keys and environment settings.
+
+**Get configuration:**
+
+`GET /config`
+
+Returns API keys and URLs for all configured vendors.
+
+**Update configuration:**
+
+`POST /config/update`
+
+```json
+{
+  "OPENAI_API_KEY": "sk-...",
+  "ANTHROPIC_API_KEY": "sk-ant-..."
+}
+```
+
+Updates `~/.config/fabric/.env` with new values.
+
+## Complete Workflow Examples
+
+### Example: Summarize a YouTube Video
+
+This example shows how to extract a YouTube transcript and summarize it using the `youtube_summary` pattern. This requires two API calls:
+
+#### Step 1: Extract the transcript
+
+```bash
+curl -X POST http://localhost:8080/youtube/transcript \
+  -H "Content-Type: application/json" \
+  -d '{
+    "url": "https://youtube.com/watch?v=dQw4w9WgXcQ",
+    "timestamps": false
+  }' > transcript.json
+```
+
+Response:
+
+```json
+{
+  "videoId": "dQw4w9WgXcQ",
+  "title": "Rick Astley - Never Gonna Give You Up (Official Video)",
+  "description": "The official video for “Never Gonna Give You Up” by Rick Astley...",
+  "transcript": "We're no strangers to love. You know the rules and so do I..."
+}
+```
+
+#### Step 2: Summarize the transcript
+
+Extract the transcript text and send it to the chat endpoint with the `youtube_summary` pattern:
+
+```bash
+# Extract transcript text from JSON
+TRANSCRIPT=$(cat transcript.json | jq -r '.transcript')
+
+# Send to chat endpoint with pattern
+curl -X POST http://localhost:8080/chat \
+  -H "Content-Type: application/json" \
+  -d "{
+    \"prompts\": [{
+      \"userInput\": \"$TRANSCRIPT\",
+      \"vendor\": \"openai\",
+      \"model\": \"gpt-4o\",
+      \"patternName\": \"youtube_summary\"
+    }]
+  }"
+```
+
+#### Combined one-liner (using jq)
+
+```bash
+curl -s -X POST http://localhost:8080/youtube/transcript \
+  -H "Content-Type: application/json" \
+  -d '{"url": "https://youtube.com/watch?v=dQw4w9WgXcQ", "timestamps": false}' | \
+jq -r '.transcript' | \
+xargs -I {} curl -X POST http://localhost:8080/chat \
+  -H "Content-Type: application/json" \
+  -d "{\"prompts\":[{\"userInput\":\"{}\",\"vendor\":\"openai\",\"model\":\"gpt-4o\",\"patternName\":\"youtube_summary\"}]}"
+```
+
+#### Alternative: Using a script
+
+```bash
+#!/bin/bash
+YOUTUBE_URL="https://youtube.com/watch?v=dQw4w9WgXcQ"
+API_BASE="http://localhost:8080"
+
+# Step 1: Get transcript
+echo "Extracting transcript..."
+TRANSCRIPT=$(curl -s -X POST "$API_BASE/youtube/transcript" \
+  -H "Content-Type: application/json" \
+  -d "{\"url\":\"$YOUTUBE_URL\",\"timestamps\":false}" | jq -r '.transcript')
+
+# Step 2: Summarize with pattern
+echo "Generating summary..."
+curl -X POST "$API_BASE/chat" \
+  -H "Content-Type: application/json" \
+  -d "{
+    \"prompts\": [{
+      \"userInput\": $(echo "$TRANSCRIPT" | jq -Rs .),
+      \"vendor\": \"openai\",
+      \"model\": \"gpt-4o\",
+      \"patternName\": \"youtube_summary\"
+    }]
+  }"
+```
+
+#### Comparison with CLI
+
+The CLI combines these steps automatically:
+
+```bash
+# CLI version (single command)
+fabric -y "https://youtube.com/watch?v=dQw4w9WgXcQ" --pattern youtube_summary
+```
+
+The API provides more flexibility by separating transcript extraction and summarization, allowing you to:
+
+- Extract the transcript once and process it multiple ways
+- Apply different patterns to the same transcript
+- Store the transcript for later use
+- Use different models or vendors for summarization
+
+## Docker Usage
+
+Run the server in Docker:
+
+```bash
+# Setup (first time)
+mkdir -p $HOME/.fabric-config
+docker run --rm -it \
+  -v $HOME/.fabric-config:/root/.config/fabric \
+  kayvan/fabric:latest --setup
+
+# Start server
+docker run --rm -it \
+  -p 8080:8080 \
+  -v $HOME/.fabric-config:/root/.config/fabric \
+  kayvan/fabric:latest --serve
+
+# With authentication
+docker run --rm -it \
+  -p 8080:8080 \
+  -v $HOME/.fabric-config:/root/.config/fabric \
+  kayvan/fabric:latest --serve --api-key my_secret_key
+```
+
+## Ollama Compatibility Mode
+
+Fabric can emulate Ollama's API endpoints:
+
+```bash
+fabric --serveOllama --address :11434
+```
+
+This mode provides:
+
+- `GET /api/tags` - Lists patterns as models
+- `GET /api/version` - Server version
+- `POST /api/chat` - Ollama-compatible chat endpoint
+
+## Error Handling
+
+All endpoints return standard HTTP status codes:
+
+- `200 OK` - Success
+- `400 Bad Request` - Invalid input
+- `401 Unauthorized` - Missing or invalid API key
+- `404 Not Found` - Resource not found
+- `500 Internal Server Error` - Server error
+
+Error responses include JSON with details:
+
+```json
+{
+  "error": "Pattern not found: nonexistent"
+}
+```
+
+## Rate Limiting
+
+The server does not implement rate limiting. When deploying publicly, use a reverse proxy (nginx, Caddy) with rate limiting enabled.
+
+## CORS
+
+The server sets CORS headers for local development:
+
+```http
+Access-Control-Allow-Origin: http://localhost:5173
+```
+
+For production, configure CORS through a reverse proxy.

docs/swagger.json

@@ -0,0 +1,512 @@
+{
+    "swagger": "2.0",
+    "info": {
+        "description": "REST API for Fabric AI augmentation framework. Provides endpoints for chat completions, pattern management, contexts, sessions, and more.",
+        "title": "Fabric REST API",
+        "contact": {
+            "name": "Fabric Support",
+            "url": "https://github.com/danielmiessler/fabric"
+        },
+        "license": {
+            "name": "MIT",
+            "url": "https://opensource.org/licenses/MIT"
+        },
+        "version": "1.0"
+    },
+    "host": "localhost:8080",
+    "basePath": "/",
+    "paths": {
+        "/chat": {
+            "post": {
+                "security": [
+                    {
+                        "ApiKeyAuth": []
+                    }
+                ],
+                "description": "Stream AI responses using Server-Sent Events (SSE)",
+                "consumes": [
+                    "application/json"
+                ],
+                "produces": [
+                    "text/event-stream"
+                ],
+                "tags": [
+                    "chat"
+                ],
+                "summary": "Stream chat completions",
+                "parameters": [
+                    {
+                        "description": "Chat request with prompts and options",
+                        "name": "request",
+                        "in": "body",
+                        "required": true,
+                        "schema": {
+                            "$ref": "#/definitions/restapi.ChatRequest"
+                        }
+                    }
+                ],
+                "responses": {
+                    "200": {
+                        "description": "Streaming response",
+                        "schema": {
+                            "$ref": "#/definitions/restapi.StreamResponse"
+                        }
+                    },
+                    "400": {
+                        "description": "Bad Request",
+                        "schema": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "type": "string"
+                            }
+                        }
+                    }
+                }
+            }
+        },
+        "/models/names": {
+            "get": {
+                "security": [
+                    {
+                        "ApiKeyAuth": []
+                    }
+                ],
+                "description": "Get a list of all available AI models grouped by vendor",
+                "produces": [
+                    "application/json"
+                ],
+                "tags": [
+                    "models"
+                ],
+                "summary": "List all available models",
+                "responses": {
+                    "200": {
+                        "description": "Returns models (array) and vendors (map)",
+                        "schema": {
+                            "type": "object",
+                            "additionalProperties": true
+                        }
+                    },
+                    "500": {
+                        "description": "Internal Server Error",
+                        "schema": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "type": "string"
+                            }
+                        }
+                    }
+                }
+            }
+        },
+        "/patterns/{name}": {
+            "get": {
+                "security": [
+                    {
+                        "ApiKeyAuth": []
+                    }
+                ],
+                "description": "Retrieve a pattern by name",
+                "consumes": [
+                    "application/json"
+                ],
+                "produces": [
+                    "application/json"
+                ],
+                "tags": [
+                    "patterns"
+                ],
+                "summary": "Get a pattern",
+                "parameters": [
+                    {
+                        "type": "string",
+                        "description": "Pattern name",
+                        "name": "name",
+                        "in": "path",
+                        "required": true
+                    }
+                ],
+                "responses": {
+                    "200": {
+                        "description": "OK",
+                        "schema": {
+                            "$ref": "#/definitions/fsdb.Pattern"
+                        }
+                    },
+                    "500": {
+                        "description": "Internal Server Error",
+                        "schema": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "type": "string"
+                            }
+                        }
+                    }
+                }
+            }
+        },
+        "/patterns/{name}/apply": {
+            "post": {
+                "security": [
+                    {
+                        "ApiKeyAuth": []
+                    }
+                ],
+                "description": "Apply a pattern with variable substitution",
+                "consumes": [
+                    "application/json"
+                ],
+                "produces": [
+                    "application/json"
+                ],
+                "tags": [
+                    "patterns"
+                ],
+                "summary": "Apply pattern with variables",
+                "parameters": [
+                    {
+                        "type": "string",
+                        "description": "Pattern name",
+                        "name": "name",
+                        "in": "path",
+                        "required": true
+                    },
+                    {
+                        "description": "Pattern application request",
+                        "name": "request",
+                        "in": "body",
+                        "required": true,
+                        "schema": {
+                            "$ref": "#/definitions/restapi.PatternApplyRequest"
+                        }
+                    }
+                ],
+                "responses": {
+                    "200": {
+                        "description": "OK",
+                        "schema": {
+                            "$ref": "#/definitions/fsdb.Pattern"
+                        }
+                    },
+                    "400": {
+                        "description": "Bad Request",
+                        "schema": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "type": "string"
+                            }
+                        }
+                    },
+                    "500": {
+                        "description": "Internal Server Error",
+                        "schema": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "type": "string"
+                            }
+                        }
+                    }
+                }
+            }
+        },
+        "/youtube/transcript": {
+            "post": {
+                "security": [
+                    {
+                        "ApiKeyAuth": []
+                    }
+                ],
+                "description": "Retrieves the transcript of a YouTube video along with video metadata (title and description)",
+                "consumes": [
+                    "application/json"
+                ],
+                "produces": [
+                    "application/json"
+                ],
+                "tags": [
+                    "youtube"
+                ],
+                "summary": "Get YouTube video transcript",
+                "parameters": [
+                    {
+                        "description": "YouTube transcript request with URL, language, and timestamp options",
+                        "name": "request",
+                        "in": "body",
+                        "required": true,
+                        "schema": {
+                            "$ref": "#/definitions/restapi.YouTubeRequest"
+                        }
+                    }
+                ],
+                "responses": {
+                    "200": {
+                        "description": "Successful response with transcript and metadata",
+                        "schema": {
+                            "$ref": "#/definitions/restapi.YouTubeResponse"
+                        }
+                    },
+                    "400": {
+                        "description": "Bad request - invalid URL or playlist URL provided",
+                        "schema": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "type": "string"
+                            }
+                        }
+                    },
+                    "500": {
+                        "description": "Internal server error - failed to retrieve transcript or metadata",
+                        "schema": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "type": "string"
+                            }
+                        }
+                    }
+                }
+            }
+        }
+    },
+    "definitions": {
+        "domain.ThinkingLevel": {
+            "type": "string",
+            "enum": [
+                "off",
+                "low",
+                "medium",
+                "high"
+            ],
+            "x-enum-varnames": [
+                "ThinkingOff",
+                "ThinkingLow",
+                "ThinkingMedium",
+                "ThinkingHigh"
+            ]
+        },
+        "fsdb.Pattern": {
+            "type": "object",
+            "properties": {
+                "description": {
+                    "type": "string"
+                },
+                "name": {
+                    "type": "string"
+                },
+                "pattern": {
+                    "type": "string"
+                }
+            }
+        },
+        "restapi.ChatRequest": {
+            "type": "object",
+            "properties": {
+                "audioFormat": {
+                    "type": "string"
+                },
+                "audioOutput": {
+                    "type": "boolean"
+                },
+                "frequencyPenalty": {
+                    "type": "number",
+                    "format": "float64"
+                },
+                "imageBackground": {
+                    "type": "string"
+                },
+                "imageCompression": {
+                    "type": "integer"
+                },
+                "imageFile": {
+                    "type": "string"
+                },
+                "imageQuality": {
+                    "type": "string"
+                },
+                "imageSize": {
+                    "type": "string"
+                },
+                "language": {
+                    "description": "Add Language field to bind from request",
+                    "type": "string"
+                },
+                "maxTokens": {
+                    "type": "integer"
+                },
+                "model": {
+                    "type": "string"
+                },
+                "modelContextLength": {
+                    "type": "integer"
+                },
+                "notification": {
+                    "type": "boolean"
+                },
+                "notificationCommand": {
+                    "type": "string"
+                },
+                "presencePenalty": {
+                    "type": "number",
+                    "format": "float64"
+                },
+                "prompts": {
+                    "type": "array",
+                    "items": {
+                        "$ref": "#/definitions/restapi.PromptRequest"
+                    }
+                },
+                "raw": {
+                    "type": "boolean"
+                },
+                "search": {
+                    "type": "boolean"
+                },
+                "searchLocation": {
+                    "type": "string"
+                },
+                "seed": {
+                    "type": "integer"
+                },
+                "suppressThink": {
+                    "type": "boolean"
+                },
+                "temperature": {
+                    "type": "number",
+                    "format": "float64"
+                },
+                "thinkEndTag": {
+                    "type": "string"
+                },
+                "thinkStartTag": {
+                    "type": "string"
+                },
+                "thinking": {
+                    "$ref": "#/definitions/domain.ThinkingLevel"
+                },
+                "topP": {
+                    "type": "number",
+                    "format": "float64"
+                },
+                "voice": {
+                    "type": "string"
+                }
+            }
+        },
+        "restapi.PatternApplyRequest": {
+            "type": "object",
+            "properties": {
+                "input": {
+                    "type": "string"
+                },
+                "variables": {
+                    "type": "object",
+                    "additionalProperties": {
+                        "type": "string"
+                    }
+                }
+            }
+        },
+        "restapi.PromptRequest": {
+            "type": "object",
+            "properties": {
+                "contextName": {
+                    "type": "string"
+                },
+                "model": {
+                    "type": "string"
+                },
+                "patternName": {
+                    "type": "string"
+                },
+                "strategyName": {
+                    "description": "Optional strategy name",
+                    "type": "string"
+                },
+                "userInput": {
+                    "type": "string"
+                },
+                "variables": {
+                    "description": "Pattern variables",
+                    "type": "object",
+                    "additionalProperties": {
+                        "type": "string"
+                    }
+                },
+                "vendor": {
+                    "type": "string"
+                }
+            }
+        },
+        "restapi.StreamResponse": {
+            "type": "object",
+            "properties": {
+                "content": {
+                    "description": "The actual content",
+                    "type": "string"
+                },
+                "format": {
+                    "description": "\"markdown\", \"mermaid\", \"plain\"",
+                    "type": "string"
+                },
+                "type": {
+                    "description": "\"content\", \"error\", \"complete\"",
+                    "type": "string"
+                }
+            }
+        },
+        "restapi.YouTubeRequest": {
+            "type": "object",
+            "required": [
+                "url"
+            ],
+            "properties": {
+                "language": {
+                    "description": "Language code for transcript (default: \"en\")",
+                    "type": "string",
+                    "example": "en"
+                },
+                "timestamps": {
+                    "description": "Include timestamps in the transcript (default: false)",
+                    "type": "boolean",
+                    "example": false
+                },
+                "url": {
+                    "description": "YouTube video URL (required)",
+                    "type": "string",
+                    "example": "https://www.youtube.com/watch?v=dQw4w9WgXcQ"
+                }
+            }
+        },
+        "restapi.YouTubeResponse": {
+            "type": "object",
+            "properties": {
+                "description": {
+                    "description": "Video description from YouTube metadata",
+                    "type": "string",
+                    "example": "This is the video description from YouTube..."
+                },
+                "title": {
+                    "description": "Video title from YouTube metadata",
+                    "type": "string",
+                    "example": "Example Video Title"
+                },
+                "transcript": {
+                    "description": "The video transcript text",
+                    "type": "string",
+                    "example": "This is the video transcript..."
+                },
+                "videoId": {
+                    "description": "YouTube video ID",
+                    "type": "string",
+                    "example": "dQw4w9WgXcQ"
+                }
+            }
+        }
+    },
+    "securityDefinitions": {
+        "ApiKeyAuth": {
+            "type": "apiKey",
+            "name": "X-API-Key",
+            "in": "header"
+        }
+    }
+}

docs/swagger.yaml

@@ -0,0 +1,344 @@
+basePath: /
+definitions:
+  domain.ThinkingLevel:
+    enum:
+    - "off"
+    - low
+    - medium
+    - high
+    type: string
+    x-enum-varnames:
+    - ThinkingOff
+    - ThinkingLow
+    - ThinkingMedium
+    - ThinkingHigh
+  fsdb.Pattern:
+    properties:
+      description:
+        type: string
+      name:
+        type: string
+      pattern:
+        type: string
+    type: object
+  restapi.ChatRequest:
+    properties:
+      audioFormat:
+        type: string
+      audioOutput:
+        type: boolean
+      frequencyPenalty:
+        format: float64
+        type: number
+      imageBackground:
+        type: string
+      imageCompression:
+        type: integer
+      imageFile:
+        type: string
+      imageQuality:
+        type: string
+      imageSize:
+        type: string
+      language:
+        description: Add Language field to bind from request
+        type: string
+      maxTokens:
+        type: integer
+      model:
+        type: string
+      modelContextLength:
+        type: integer
+      notification:
+        type: boolean
+      notificationCommand:
+        type: string
+      presencePenalty:
+        format: float64
+        type: number
+      prompts:
+        items:
+          $ref: '#/definitions/restapi.PromptRequest'
+        type: array
+      raw:
+        type: boolean
+      search:
+        type: boolean
+      searchLocation:
+        type: string
+      seed:
+        type: integer
+      suppressThink:
+        type: boolean
+      temperature:
+        format: float64
+        type: number
+      thinkEndTag:
+        type: string
+      thinkStartTag:
+        type: string
+      thinking:
+        $ref: '#/definitions/domain.ThinkingLevel'
+      topP:
+        format: float64
+        type: number
+      voice:
+        type: string
+    type: object
+  restapi.PatternApplyRequest:
+    properties:
+      input:
+        type: string
+      variables:
+        additionalProperties:
+          type: string
+        type: object
+    type: object
+  restapi.PromptRequest:
+    properties:
+      contextName:
+        type: string
+      model:
+        type: string
+      patternName:
+        type: string
+      strategyName:
+        description: Optional strategy name
+        type: string
+      userInput:
+        type: string
+      variables:
+        additionalProperties:
+          type: string
+        description: Pattern variables
+        type: object
+      vendor:
+        type: string
+    type: object
+  restapi.StreamResponse:
+    properties:
+      content:
+        description: The actual content
+        type: string
+      format:
+        description: '"markdown", "mermaid", "plain"'
+        type: string
+      type:
+        description: '"content", "error", "complete"'
+        type: string
+    type: object
+  restapi.YouTubeRequest:
+    properties:
+      language:
+        description: 'Language code for transcript (default: "en")'
+        example: en
+        type: string
+      timestamps:
+        description: 'Include timestamps in the transcript (default: false)'
+        example: false
+        type: boolean
+      url:
+        description: YouTube video URL (required)
+        example: https://www.youtube.com/watch?v=dQw4w9WgXcQ
+        type: string
+    required:
+    - url
+    type: object
+  restapi.YouTubeResponse:
+    properties:
+      description:
+        description: Video description from YouTube metadata
+        example: This is the video description from YouTube...
+        type: string
+      title:
+        description: Video title from YouTube metadata
+        example: Example Video Title
+        type: string
+      transcript:
+        description: The video transcript text
+        example: This is the video transcript...
+        type: string
+      videoId:
+        description: YouTube video ID
+        example: dQw4w9WgXcQ
+        type: string
+    type: object
+host: localhost:8080
+info:
+  contact:
+    name: Fabric Support
+    url: https://github.com/danielmiessler/fabric
+  description: REST API for Fabric AI augmentation framework. Provides endpoints for
+    chat completions, pattern management, contexts, sessions, and more.
+  license:
+    name: MIT
+    url: https://opensource.org/licenses/MIT
+  title: Fabric REST API
+  version: "1.0"
+paths:
+  /chat:
+    post:
+      consumes:
+      - application/json
+      description: Stream AI responses using Server-Sent Events (SSE)
+      parameters:
+      - description: Chat request with prompts and options
+        in: body
+        name: request
+        required: true
+        schema:
+          $ref: '#/definitions/restapi.ChatRequest'
+      produces:
+      - text/event-stream
+      responses:
+        "200":
+          description: Streaming response
+          schema:
+            $ref: '#/definitions/restapi.StreamResponse'
+        "400":
+          description: Bad Request
+          schema:
+            additionalProperties:
+              type: string
+            type: object
+      security:
+      - ApiKeyAuth: []
+      summary: Stream chat completions
+      tags:
+      - chat
+  /models/names:
+    get:
+      description: Get a list of all available AI models grouped by vendor
+      produces:
+      - application/json
+      responses:
+        "200":
+          description: Returns models (array) and vendors (map)
+          schema:
+            additionalProperties: true
+            type: object
+        "500":
+          description: Internal Server Error
+          schema:
+            additionalProperties:
+              type: string
+            type: object
+      security:
+      - ApiKeyAuth: []
+      summary: List all available models
+      tags:
+      - models
+  /patterns/{name}:
+    get:
+      consumes:
+      - application/json
+      description: Retrieve a pattern by name
+      parameters:
+      - description: Pattern name
+        in: path
+        name: name
+        required: true
+        type: string
+      produces:
+      - application/json
+      responses:
+        "200":
+          description: OK
+          schema:
+            $ref: '#/definitions/fsdb.Pattern'
+        "500":
+          description: Internal Server Error
+          schema:
+            additionalProperties:
+              type: string
+            type: object
+      security:
+      - ApiKeyAuth: []
+      summary: Get a pattern
+      tags:
+      - patterns
+  /patterns/{name}/apply:
+    post:
+      consumes:
+      - application/json
+      description: Apply a pattern with variable substitution
+      parameters:
+      - description: Pattern name
+        in: path
+        name: name
+        required: true
+        type: string
+      - description: Pattern application request
+        in: body
+        name: request
+        required: true
+        schema:
+          $ref: '#/definitions/restapi.PatternApplyRequest'
+      produces:
+      - application/json
+      responses:
+        "200":
+          description: OK
+          schema:
+            $ref: '#/definitions/fsdb.Pattern'
+        "400":
+          description: Bad Request
+          schema:
+            additionalProperties:
+              type: string
+            type: object
+        "500":
+          description: Internal Server Error
+          schema:
+            additionalProperties:
+              type: string
+            type: object
+      security:
+      - ApiKeyAuth: []
+      summary: Apply pattern with variables
+      tags:
+      - patterns
+  /youtube/transcript:
+    post:
+      consumes:
+      - application/json
+      description: Retrieves the transcript of a YouTube video along with video metadata
+        (title and description)
+      parameters:
+      - description: YouTube transcript request with URL, language, and timestamp
+          options
+        in: body
+        name: request
+        required: true
+        schema:
+          $ref: '#/definitions/restapi.YouTubeRequest'
+      produces:
+      - application/json
+      responses:
+        "200":
+          description: Successful response with transcript and metadata
+          schema:
+            $ref: '#/definitions/restapi.YouTubeResponse'
+        "400":
+          description: Bad request - invalid URL or playlist URL provided
+          schema:
+            additionalProperties:
+              type: string
+            type: object
+        "500":
+          description: Internal server error - failed to retrieve transcript or metadata
+          schema:
+            additionalProperties:
+              type: string
+            type: object
+      security:
+      - ApiKeyAuth: []
+      summary: Get YouTube video transcript
+      tags:
+      - youtube
+securityDefinitions:
+  ApiKeyAuth:
+    in: header
+    name: X-API-Key
+    type: apiKey
+swagger: "2.0"

flake.lock

@@ -5,11 +5,11 @@
         "systems": "systems"
       },
       "locked": {
-        "lastModified": 1694529238,
-        "narHash": "sha256-zsNZZGTGnMOf9YpHKJqMSsa0dXbfmxeoJ7xHlrt+xmY=",
+        "lastModified": 1731533236,
+        "narHash": "sha256-l0KFg5HjrsfsO/JpG+r7fRrqm12kzFHyUHqHCVpMMbI=",
         "owner": "numtide",
         "repo": "flake-utils",
-        "rev": "ff7b65b44d01cf9ba6a71320833626af21126384",
+        "rev": "11707dc2f618dd54ca8739b309ec4fc024de578b",
         "type": "github"
       },
       "original": {
@@ -26,11 +26,11 @@
         ]
       },
       "locked": {
-        "lastModified": 1742209644,
-        "narHash": "sha256-jMy1XqXqD0/tJprEbUmKilTkvbDY/C0ZGSsJJH4TNCE=",
+        "lastModified": 1763982521,
+        "narHash": "sha256-ur4QIAHwgFc0vXiaxn5No/FuZicxBr2p0gmT54xZkUQ=",
         "owner": "nix-community",
         "repo": "gomod2nix",
-        "rev": "8f3534eb8f6c5c3fce799376dc3b91bae6b11884",
+        "rev": "02e63a239d6eabd595db56852535992c898eba72",
         "type": "github"
       },
       "original": {
@@ -41,11 +41,11 @@
     },
     "nixpkgs": {
       "locked": {
-        "lastModified": 1745234285,
-        "narHash": "sha256-GfpyMzxwkfgRVN0cTGQSkTC0OHhEkv3Jf6Tcjm//qZ0=",
+        "lastModified": 1765472234,
+        "narHash": "sha256-9VvC20PJPsleGMewwcWYKGzDIyjckEz8uWmT0vCDYK0=",
         "owner": "nixos",
         "repo": "nixpkgs",
-        "rev": "c11863f1e964833214b767f4a369c6e6a7aba141",
+        "rev": "2fbfb1d73d239d2402a8fe03963e37aab15abe8b",
         "type": "github"
       },
       "original": {
@@ -100,11 +100,11 @@
         ]
       },
       "locked": {
-        "lastModified": 1744961264,
-        "narHash": "sha256-aRmUh0AMwcbdjJHnytg1e5h5ECcaWtIFQa6d9gI85AI=",
+        "lastModified": 1762938485,
+        "narHash": "sha256-AlEObg0syDl+Spi4LsZIBrjw+snSVU4T8MOeuZJUJjM=",
         "owner": "numtide",
         "repo": "treefmt-nix",
-        "rev": "8d404a69efe76146368885110f29a2ca3700bee6",
+        "rev": "5b4ee75aeefd1e2d5a1cc43cf6ba65eba75e83e4",
         "type": "github"
       },
       "original": {

flake.nix

@@ -73,14 +73,33 @@
         let
           pkgs = nixpkgs.legacyPackages.${system};
           goVersion = getGoVersion system;
-        in
-        {
-          default = self.packages.${system}.fabric;
-          fabric = pkgs.callPackage ./nix/pkgs/fabric {
+          fabricSlim = pkgs.callPackage ./nix/pkgs/fabric {
             go = goVersion;
             inherit self;
             inherit (gomod2nix.legacyPackages.${system}) buildGoApplication;
           };
+          fabric = pkgs.symlinkJoin {
+            name = "fabric-${fabricSlim.version}";
+            inherit (fabricSlim) version;
+            paths = [
+              fabricSlim
+              pkgs.yt-dlp
+            ];
+            nativeBuildInputs = [ pkgs.makeWrapper ];
+            postBuild = ''
+              wrapProgram $out/bin/fabric \
+                --prefix PATH : $out/bin
+            '';
+            meta = fabricSlim.meta // {
+              description = "${fabricSlim.meta.description} (includes yt-dlp)";
+              mainProgram = "fabric";
+            };
+          };
+        in
+        {
+          default = fabric;
+          inherit fabric;
+          "fabric-slim" = fabricSlim;
           inherit (gomod2nix.legacyPackages.${system}) gomod2nix;
         }
       );

go.mod

@@ -3,70 +3,93 @@ module github.com/danielmiessler/fabric
 go 1.25.1
 
 require (
-	github.com/anthropics/anthropic-sdk-go v1.16.0
+	github.com/anthropics/anthropic-sdk-go v1.19.0
 	github.com/atotto/clipboard v0.1.4
-	github.com/aws/aws-sdk-go-v2 v1.39.0
-	github.com/aws/aws-sdk-go-v2/config v1.31.8
-	github.com/aws/aws-sdk-go-v2/service/bedrock v1.46.1
-	github.com/aws/aws-sdk-go-v2/service/bedrockruntime v1.40.1
-	github.com/gabriel-vasile/mimetype v1.4.9
-	github.com/gin-gonic/gin v1.10.1
-	github.com/go-git/go-git/v5 v5.16.2
-	github.com/go-shiori/go-readability v0.0.0-20250217085726-9f5bf5ca7612
+	github.com/aws/aws-sdk-go-v2 v1.41.0
+	github.com/aws/aws-sdk-go-v2/config v1.32.6
+	github.com/aws/aws-sdk-go-v2/service/bedrock v1.53.0
+	github.com/aws/aws-sdk-go-v2/service/bedrockruntime v1.47.1
+	github.com/gabriel-vasile/mimetype v1.4.12
+	github.com/gin-gonic/gin v1.11.0
+	github.com/go-git/go-git/v5 v5.16.4
+	github.com/go-shiori/go-readability v0.0.0-20251205110129-5db1dc9836f0
 	github.com/google/go-github/v66 v66.0.0
 	github.com/hasura/go-graphql-client v0.14.4
 	github.com/jessevdk/go-flags v1.6.1
 	github.com/joho/godotenv v1.5.1
 	github.com/kballard/go-shellquote v0.0.0-20180428030007-95032a82bc51
-	github.com/mattn/go-sqlite3 v1.14.28
+	github.com/mattn/go-sqlite3 v1.14.32
 	github.com/nicksnyder/go-i18n/v2 v2.6.0
-	github.com/ollama/ollama v0.11.7
+	github.com/ollama/ollama v0.13.5
 	github.com/openai/openai-go v1.12.0
 	github.com/otiai10/copy v1.14.1
 	github.com/pkg/errors v0.9.1
-	github.com/samber/lo v1.50.0
-	github.com/sgaunet/perplexity-go/v2 v2.8.0
-	github.com/spf13/cobra v1.9.1
+	github.com/samber/lo v1.52.0
+	github.com/sgaunet/perplexity-go/v2 v2.14.0
+	github.com/spf13/cobra v1.10.2
 	github.com/stretchr/testify v1.11.1
-	golang.org/x/oauth2 v0.30.0
-	golang.org/x/text v0.28.0
-	google.golang.org/api v0.247.0
+	github.com/swaggo/files v1.0.1
+	github.com/swaggo/gin-swagger v1.6.1
+	github.com/swaggo/swag v1.16.6
+	golang.org/x/oauth2 v0.34.0
+	golang.org/x/text v0.32.0
+	google.golang.org/api v0.258.0
 	gopkg.in/yaml.v3 v3.0.1
 )
 
 require (
 	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.19.1 // indirect
 	github.com/Azure/azure-sdk-for-go/sdk/internal v1.11.2 // indirect
+	github.com/KyleBanks/depth v1.2.1 // indirect
+	github.com/aws/aws-sdk-go-v2/service/signin v1.0.4 // indirect
+	github.com/bytedance/gopkg v0.1.3 // indirect
+	github.com/go-openapi/jsonpointer v0.22.4 // indirect
+	github.com/go-openapi/jsonreference v0.21.4 // indirect
+	github.com/go-openapi/spec v0.22.2 // indirect
+	github.com/go-openapi/swag/conv v0.25.4 // indirect
+	github.com/go-openapi/swag/jsonname v0.25.4 // indirect
+	github.com/go-openapi/swag/jsonutils v0.25.4 // indirect
+	github.com/go-openapi/swag/loading v0.25.4 // indirect
+	github.com/go-openapi/swag/stringutils v0.25.4 // indirect
+	github.com/go-openapi/swag/typeutils v0.25.4 // indirect
+	github.com/go-openapi/swag/yamlutils v0.25.4 // indirect
+	github.com/goccy/go-yaml v1.19.1 // indirect
 	github.com/google/go-cmp v0.7.0 // indirect
 	github.com/gorilla/websocket v1.5.3 // indirect
+	github.com/quic-go/qpack v0.6.0 // indirect
+	github.com/quic-go/quic-go v0.57.1 // indirect
+	go.uber.org/mock v0.6.0 // indirect
+	go.yaml.in/yaml/v3 v3.0.4 // indirect
+	golang.org/x/mod v0.31.0 // indirect
+	golang.org/x/tools v0.40.0 // indirect
 )
 
 require (
 	cloud.google.com/go v0.121.6 // indirect
-	cloud.google.com/go/auth v0.16.5 // indirect
+	cloud.google.com/go/auth v0.17.0 // indirect
 	cloud.google.com/go/auth/oauth2adapt v0.2.8 // indirect
-	cloud.google.com/go/compute/metadata v0.8.0 // indirect
+	cloud.google.com/go/compute/metadata v0.9.0 // indirect
 	dario.cat/mergo v1.0.2 // indirect
 	github.com/Microsoft/go-winio v0.6.2 // indirect
 	github.com/ProtonMail/go-crypto v1.3.0 // indirect
 	github.com/andybalholm/cascadia v1.3.3 // indirect
 	github.com/araddon/dateparse v0.0.0-20210429162001-6b43995a97de // indirect
-	github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.7.1 // indirect
-	github.com/aws/aws-sdk-go-v2/credentials v1.18.12 // indirect
-	github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.18.7 // indirect
-	github.com/aws/aws-sdk-go-v2/internal/configsources v1.4.7 // indirect
-	github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.7.7 // indirect
-	github.com/aws/aws-sdk-go-v2/internal/ini v1.8.3 // indirect
-	github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.13.1 // indirect
-	github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.13.7 // indirect
-	github.com/aws/aws-sdk-go-v2/service/sso v1.29.3 // indirect
-	github.com/aws/aws-sdk-go-v2/service/ssooidc v1.34.4 // indirect
-	github.com/aws/aws-sdk-go-v2/service/sts v1.38.4 // indirect
-	github.com/aws/smithy-go v1.23.0 // indirect
-	github.com/bytedance/sonic v1.13.3 // indirect
-	github.com/bytedance/sonic/loader v0.2.4 // indirect
+	github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.7.4 // indirect
+	github.com/aws/aws-sdk-go-v2/credentials v1.19.6 // indirect
+	github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.18.16 // indirect
+	github.com/aws/aws-sdk-go-v2/internal/configsources v1.4.16 // indirect
+	github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.7.16 // indirect
+	github.com/aws/aws-sdk-go-v2/internal/ini v1.8.4 // indirect
+	github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.13.4 // indirect
+	github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.13.16 // indirect
+	github.com/aws/aws-sdk-go-v2/service/sso v1.30.8 // indirect
+	github.com/aws/aws-sdk-go-v2/service/ssooidc v1.35.12 // indirect
+	github.com/aws/aws-sdk-go-v2/service/sts v1.41.5 // indirect
+	github.com/aws/smithy-go v1.24.0 // indirect
+	github.com/bytedance/sonic v1.14.2 // indirect
+	github.com/bytedance/sonic/loader v0.4.0 // indirect
 	github.com/cloudflare/circl v1.6.1 // indirect
-	github.com/cloudwego/base64x v0.1.5 // indirect
+	github.com/cloudwego/base64x v0.1.6 // indirect
 	github.com/coder/websocket v1.8.13 // indirect
 	github.com/cyphar/filepath-securejoin v0.4.1 // indirect
 	github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect
@@ -79,7 +102,7 @@ require (
 	github.com/go-logr/stdr v1.2.2 // indirect
 	github.com/go-playground/locales v0.14.1 // indirect
 	github.com/go-playground/universal-translator v0.18.1 // indirect
-	github.com/go-playground/validator/v10 v10.26.0 // indirect
+	github.com/go-playground/validator/v10 v10.29.0 // indirect
 	github.com/go-shiori/dom v0.0.0-20230515143342-73569d674e1c // indirect
 	github.com/goccy/go-json v0.10.5 // indirect
 	github.com/gogs/chardet v0.0.0-20211120154057-b7413eaefb8f // indirect
@@ -87,13 +110,13 @@ require (
 	github.com/google/go-querystring v1.1.0 // indirect
 	github.com/google/s2a-go v0.1.9 // indirect
 	github.com/google/uuid v1.6.0 // indirect
-	github.com/googleapis/enterprise-certificate-proxy v0.3.6 // indirect
+	github.com/googleapis/enterprise-certificate-proxy v0.3.7 // indirect
 	github.com/googleapis/gax-go/v2 v2.15.0 // indirect
 	github.com/inconshreveable/mousetrap v1.1.0 // indirect
 	github.com/jbenet/go-context v0.0.0-20150711004518-d14ea06fba99 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
 	github.com/kevinburke/ssh_config v1.2.0 // indirect
-	github.com/klauspost/cpuid/v2 v2.2.10 // indirect
+	github.com/klauspost/cpuid/v2 v2.3.0 // indirect
 	github.com/leodido/go-urn v1.4.0 // indirect
 	github.com/mattn/go-isatty v0.0.20 // indirect
 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
@@ -104,29 +127,28 @@ require (
 	github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect
 	github.com/sergi/go-diff v1.4.0 // indirect
 	github.com/skeema/knownhosts v1.3.1 // indirect
-	github.com/spf13/pflag v1.0.6 // indirect
+	github.com/spf13/pflag v1.0.9 // indirect
 	github.com/tidwall/gjson v1.18.0 // indirect
 	github.com/tidwall/match v1.1.1 // indirect
 	github.com/tidwall/pretty v1.2.1 // indirect
 	github.com/tidwall/sjson v1.2.5 // indirect
 	github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
-	github.com/ugorji/go/codec v1.2.14 // indirect
+	github.com/ugorji/go/codec v1.3.1 // indirect
 	github.com/xanzy/ssh-agent v0.3.3 // indirect
-	go.opentelemetry.io/auto/sdk v1.1.0 // indirect
+	go.opentelemetry.io/auto/sdk v1.2.1 // indirect
 	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.61.0 // indirect
-	go.opentelemetry.io/otel v1.36.0 // indirect
-	go.opentelemetry.io/otel/metric v1.36.0 // indirect
-	go.opentelemetry.io/otel/trace v1.36.0 // indirect
-	golang.org/x/arch v0.18.0 // indirect
-	golang.org/x/crypto v0.41.0 // indirect
+	go.opentelemetry.io/otel v1.38.0 // indirect
+	go.opentelemetry.io/otel/metric v1.38.0 // indirect
+	go.opentelemetry.io/otel/trace v1.38.0 // indirect
+	golang.org/x/arch v0.23.0 // indirect
+	golang.org/x/crypto v0.46.0 // indirect
 	golang.org/x/exp v0.0.0-20250531010427-b6e5de432a8b // indirect
-	golang.org/x/net v0.43.0 // indirect
-	golang.org/x/sync v0.16.0 // indirect
-	golang.org/x/sys v0.35.0 // indirect
-	google.golang.org/genai v1.17.0
-	google.golang.org/genproto/googleapis/api v0.0.0-20250818200422-3122310a409c // indirect
-	google.golang.org/genproto/googleapis/rpc v0.0.0-20250818200422-3122310a409c // indirect
-	google.golang.org/grpc v1.74.2 // indirect
-	google.golang.org/protobuf v1.36.7 // indirect
+	golang.org/x/net v0.48.0 // indirect
+	golang.org/x/sync v0.19.0 // indirect
+	golang.org/x/sys v0.39.0 // indirect
+	google.golang.org/genai v1.40.0
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20251213004720-97cd9d5aeac2 // indirect
+	google.golang.org/grpc v1.78.0 // indirect
+	google.golang.org/protobuf v1.36.11 // indirect
 	gopkg.in/warnings.v0 v0.1.2 // indirect
 )

go.sum

@@ -1,11 +1,11 @@
 cloud.google.com/go v0.121.6 h1:waZiuajrI28iAf40cWgycWNgaXPO06dupuS+sgibK6c=
 cloud.google.com/go v0.121.6/go.mod h1:coChdst4Ea5vUpiALcYKXEpR1S9ZgXbhEzzMcMR66vI=
-cloud.google.com/go/auth v0.16.5 h1:mFWNQ2FEVWAliEQWpAdH80omXFokmrnbDhUS9cBywsI=
-cloud.google.com/go/auth v0.16.5/go.mod h1:utzRfHMP+Vv0mpOkTRQoWD2q3BatTOoWbA7gCc2dUhQ=
+cloud.google.com/go/auth v0.17.0 h1:74yCm7hCj2rUyyAocqnFzsAYXgJhrG26XCFimrc/Kz4=
+cloud.google.com/go/auth v0.17.0/go.mod h1:6wv/t5/6rOPAX4fJiRjKkJCvswLwdet7G8+UGXt7nCQ=
 cloud.google.com/go/auth/oauth2adapt v0.2.8 h1:keo8NaayQZ6wimpNSmW5OPc283g65QNIiLpZnkHRbnc=
 cloud.google.com/go/auth/oauth2adapt v0.2.8/go.mod h1:XQ9y31RkqZCcwJWNSx2Xvric3RrU88hAYYbjDWYDL+c=
-cloud.google.com/go/compute/metadata v0.8.0 h1:HxMRIbao8w17ZX6wBnjhcDkW6lTFpgcaobyVfZWqRLA=
-cloud.google.com/go/compute/metadata v0.8.0/go.mod h1:sYOGTp851OV9bOFJ9CH7elVvyzopvWQFNNghtDQ/Biw=
+cloud.google.com/go/compute/metadata v0.9.0 h1:pDUj4QMoPejqq20dK0Pg2N4yG9zIkYGdBtwLoEkH9Zs=
+cloud.google.com/go/compute/metadata v0.9.0/go.mod h1:E0bWwX5wTnLPedCKqk3pJmVgCBSM6qQI1yTBdEb3C10=
 dario.cat/mergo v1.0.2 h1:85+piFYR1tMbRrLcDwR18y4UKJ3aH1Tbzi24VRW1TK8=
 dario.cat/mergo v1.0.2/go.mod h1:E/hbnu0NxMFBjpMIE34DRGLWqDy0g5FuKDhCb31ngxA=
 github.com/Azure/azure-sdk-for-go/sdk/azcore v1.19.1 h1:5YTBM8QDVIBN3sxBil89WfdAAqDZbyJTgh688DSxX5w=
@@ -18,6 +18,8 @@ github.com/AzureAD/microsoft-authentication-library-for-go v1.4.2 h1:oygO0locgZJ
 github.com/AzureAD/microsoft-authentication-library-for-go v1.4.2/go.mod h1:wP83P5OoQ5p6ip3ScPr0BAq0BvuPAvacpEuSzyouqAI=
 github.com/BurntSushi/toml v1.5.0 h1:W5quZX/G/csjUnuI8SUYlsHs9M38FC7znL0lIO+DvMg=
 github.com/BurntSushi/toml v1.5.0/go.mod h1:ukJfTF/6rtPPRCnwkur4qwRxa8vTRFBF0uk2lLoLwho=
+github.com/KyleBanks/depth v1.2.1 h1:5h8fQADFrWtarTdtDudMmGsC7GPbOAu6RVB3ffsVFHc=
+github.com/KyleBanks/depth v1.2.1/go.mod h1:jzSb9d0L43HxTQfT+oSA1EEp2q+ne2uh6XgeJcm8brE=
 github.com/Microsoft/go-winio v0.5.2/go.mod h1:WpS1mjBmmwHBEWmogvA2mj8546UReBk4v8QkMxJ6pZY=
 github.com/Microsoft/go-winio v0.6.2 h1:F2VQgta7ecxGYO8k3ZZz3RS8fVIXVxONVUPlNERoyfY=
 github.com/Microsoft/go-winio v0.6.2/go.mod h1:yd8OoFMLzJbo9gZq8j5qaps8bJ9aShtEA8Ipt1oGCvU=
@@ -27,56 +29,58 @@ github.com/andybalholm/cascadia v1.3.3 h1:AG2YHrzJIm4BZ19iwJ/DAua6Btl3IwJX+VI4kk
 github.com/andybalholm/cascadia v1.3.3/go.mod h1:xNd9bqTn98Ln4DwST8/nG+H0yuB8Hmgu1YHNnWw0GeA=
 github.com/anmitsu/go-shlex v0.0.0-20200514113438-38f4b401e2be h1:9AeTilPcZAjCFIImctFaOjnTIavg87rW78vTPkQqLI8=
 github.com/anmitsu/go-shlex v0.0.0-20200514113438-38f4b401e2be/go.mod h1:ySMOLuWl6zY27l47sB3qLNK6tF2fkHG55UZxx8oIVo4=
-github.com/anthropics/anthropic-sdk-go v1.16.0 h1:nRkOFDqYXsHteoIhjdJr/5dsiKbFF3rflSv8ax50y8o=
-github.com/anthropics/anthropic-sdk-go v1.16.0/go.mod h1:WTz31rIUHUHqai2UslPpw5CwXrQP3geYBioRV4WOLvE=
+github.com/anthropics/anthropic-sdk-go v1.19.0 h1:mO6E+ffSzLRvR/YUH9KJC0uGw0uV8GjISIuzem//3KE=
+github.com/anthropics/anthropic-sdk-go v1.19.0/go.mod h1:WTz31rIUHUHqai2UslPpw5CwXrQP3geYBioRV4WOLvE=
 github.com/araddon/dateparse v0.0.0-20210429162001-6b43995a97de h1:FxWPpzIjnTlhPwqqXc4/vE0f7GvRjuAsbW+HOIe8KnA=
 github.com/araddon/dateparse v0.0.0-20210429162001-6b43995a97de/go.mod h1:DCaWoUhZrYW9p1lxo/cm8EmUOOzAPSEZNGF2DK1dJgw=
 github.com/armon/go-socks5 v0.0.0-20160902184237-e75332964ef5 h1:0CwZNZbxp69SHPdPJAN/hZIm0C4OItdklCFmMRWYpio=
 github.com/armon/go-socks5 v0.0.0-20160902184237-e75332964ef5/go.mod h1:wHh0iHkYZB8zMSxRWpUBQtwG5a7fFgvEO+odwuTv2gs=
 github.com/atotto/clipboard v0.1.4 h1:EH0zSVneZPSuFR11BlR9YppQTVDbh5+16AmcJi4g1z4=
 github.com/atotto/clipboard v0.1.4/go.mod h1:ZY9tmq7sm5xIbd9bOK4onWV4S6X0u6GY7Vn0Yu86PYI=
-github.com/aws/aws-sdk-go-v2 v1.39.0 h1:xm5WV/2L4emMRmMjHFykqiA4M/ra0DJVSWUkDyBjbg4=
-github.com/aws/aws-sdk-go-v2 v1.39.0/go.mod h1:sDioUELIUO9Znk23YVmIk86/9DOpkbyyVb1i/gUNFXY=
-github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.7.1 h1:i8p8P4diljCr60PpJp6qZXNlgX4m2yQFpYk+9ZT+J4E=
-github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.7.1/go.mod h1:ddqbooRZYNoJ2dsTwOty16rM+/Aqmk/GOXrK8cg7V00=
-github.com/aws/aws-sdk-go-v2/config v1.31.8 h1:kQjtOLlTU4m4A64TsRcqwNChhGCwaPBt+zCQt/oWsHU=
-github.com/aws/aws-sdk-go-v2/config v1.31.8/go.mod h1:QPpc7IgljrKwH0+E6/KolCgr4WPLerURiU592AYzfSY=
-github.com/aws/aws-sdk-go-v2/credentials v1.18.12 h1:zmc9e1q90wMn8wQbjryy8IwA6Q4XlaL9Bx2zIqdNNbk=
-github.com/aws/aws-sdk-go-v2/credentials v1.18.12/go.mod h1:3VzdRDR5u3sSJRI4kYcOSIBbeYsgtVk7dG5R/U6qLWY=
-github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.18.7 h1:Is2tPmieqGS2edBnmOJIbdvOA6Op+rRpaYR60iBAwXM=
-github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.18.7/go.mod h1:F1i5V5421EGci570yABvpIXgRIBPb5JM+lSkHF6Dq5w=
-github.com/aws/aws-sdk-go-v2/internal/configsources v1.4.7 h1:UCxq0X9O3xrlENdKf1r9eRJoKz/b0AfGkpp3a7FPlhg=
-github.com/aws/aws-sdk-go-v2/internal/configsources v1.4.7/go.mod h1:rHRoJUNUASj5Z/0eqI4w32vKvC7atoWR0jC+IkmVH8k=
-github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.7.7 h1:Y6DTZUn7ZUC4th9FMBbo8LVE+1fyq3ofw+tRwkUd3PY=
-github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.7.7/go.mod h1:x3XE6vMnU9QvHN/Wrx2s44kwzV2o2g5x/siw4ZUJ9g8=
-github.com/aws/aws-sdk-go-v2/internal/ini v1.8.3 h1:bIqFDwgGXXN1Kpp99pDOdKMTTb5d2KyU5X/BZxjOkRo=
-github.com/aws/aws-sdk-go-v2/internal/ini v1.8.3/go.mod h1:H5O/EsxDWyU+LP/V8i5sm8cxoZgc2fdNR9bxlOFrQTo=
-github.com/aws/aws-sdk-go-v2/service/bedrock v1.46.1 h1:hZwht+1MdXlNot+A/r7SWqk0w2WVpiDUzRasdQFv1Vw=
-github.com/aws/aws-sdk-go-v2/service/bedrock v1.46.1/go.mod h1:NFnqdOIaYD3MVMIlRjZ0sUzQPTWiWfES1sdalmLk5RA=
-github.com/aws/aws-sdk-go-v2/service/bedrockruntime v1.40.1 h1:8GTz2t0j7pclgugdXdcdTRh6NsIfHcQEKO/1tGDHRvU=
-github.com/aws/aws-sdk-go-v2/service/bedrockruntime v1.40.1/go.mod h1:TM6uf2HPJT5w1RSPGHwtHDo8XDHUSHoBrGVKqA12cAU=
-github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.13.1 h1:oegbebPEMA/1Jny7kvwejowCaHz1FWZAQ94WXFNCyTM=
-github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.13.1/go.mod h1:kemo5Myr9ac0U9JfSjMo9yHLtw+pECEHsFtJ9tqCEI8=
-github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.13.7 h1:mLgc5QIgOy26qyh5bvW+nDoAppxgn3J2WV3m9ewq7+8=
-github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.13.7/go.mod h1:wXb/eQnqt8mDQIQTTmcw58B5mYGxzLGZGK8PWNFZ0BA=
-github.com/aws/aws-sdk-go-v2/service/sso v1.29.3 h1:7PKX3VYsZ8LUWceVRuv0+PU+E7OtQb1lgmi5vmUE9CM=
-github.com/aws/aws-sdk-go-v2/service/sso v1.29.3/go.mod h1:Ql6jE9kyyWI5JHn+61UT/Y5Z0oyVJGmgmJbZD5g4unY=
-github.com/aws/aws-sdk-go-v2/service/ssooidc v1.34.4 h1:e0XBRn3AptQotkyBFrHAxFB8mDhAIOfsG+7KyJ0dg98=
-github.com/aws/aws-sdk-go-v2/service/ssooidc v1.34.4/go.mod h1:XclEty74bsGBCr1s0VSaA11hQ4ZidK4viWK7rRfO88I=
-github.com/aws/aws-sdk-go-v2/service/sts v1.38.4 h1:PR00NXRYgY4FWHqOGx3fC3lhVKjsp1GdloDv2ynMSd8=
-github.com/aws/aws-sdk-go-v2/service/sts v1.38.4/go.mod h1:Z+Gd23v97pX9zK97+tX4ppAgqCt3Z2dIXB02CtBncK8=
-github.com/aws/smithy-go v1.23.0 h1:8n6I3gXzWJB2DxBDnfxgBaSX6oe0d/t10qGz7OKqMCE=
-github.com/aws/smithy-go v1.23.0/go.mod h1:t1ufH5HMublsJYulve2RKmHDC15xu1f26kHCp/HgceI=
-github.com/bytedance/sonic v1.13.3 h1:MS8gmaH16Gtirygw7jV91pDCN33NyMrPbN7qiYhEsF0=
-github.com/bytedance/sonic v1.13.3/go.mod h1:o68xyaF9u2gvVBuGHPlUVCy+ZfmNNO5ETf1+KgkJhz4=
-github.com/bytedance/sonic/loader v0.1.1/go.mod h1:ncP89zfokxS5LZrJxl5z0UJcsk4M4yY2JpfqGeCtNLU=
-github.com/bytedance/sonic/loader v0.2.4 h1:ZWCw4stuXUsn1/+zQDqeE7JKP+QO47tz7QCNan80NzY=
-github.com/bytedance/sonic/loader v0.2.4/go.mod h1:N8A3vUdtUebEY2/VQC0MyhYeKUFosQU6FxH2JmUe6VI=
+github.com/aws/aws-sdk-go-v2 v1.41.0 h1:tNvqh1s+v0vFYdA1xq0aOJH+Y5cRyZ5upu6roPgPKd4=
+github.com/aws/aws-sdk-go-v2 v1.41.0/go.mod h1:MayyLB8y+buD9hZqkCW3kX1AKq07Y5pXxtgB+rRFhz0=
+github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.7.4 h1:489krEF9xIGkOaaX3CE/Be2uWjiXrkCH6gUX+bZA/BU=
+github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.7.4/go.mod h1:IOAPF6oT9KCsceNTvvYMNHy0+kMF8akOjeDvPENWxp4=
+github.com/aws/aws-sdk-go-v2/config v1.32.6 h1:hFLBGUKjmLAekvi1evLi5hVvFQtSo3GYwi+Bx4lpJf8=
+github.com/aws/aws-sdk-go-v2/config v1.32.6/go.mod h1:lcUL/gcd8WyjCrMnxez5OXkO3/rwcNmvfno62tnXNcI=
+github.com/aws/aws-sdk-go-v2/credentials v1.19.6 h1:F9vWao2TwjV2MyiyVS+duza0NIRtAslgLUM0vTA1ZaE=
+github.com/aws/aws-sdk-go-v2/credentials v1.19.6/go.mod h1:SgHzKjEVsdQr6Opor0ihgWtkWdfRAIwxYzSJ8O85VHY=
+github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.18.16 h1:80+uETIWS1BqjnN9uJ0dBUaETh+P1XwFy5vwHwK5r9k=
+github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.18.16/go.mod h1:wOOsYuxYuB/7FlnVtzeBYRcjSRtQpAW0hCP7tIULMwo=
+github.com/aws/aws-sdk-go-v2/internal/configsources v1.4.16 h1:rgGwPzb82iBYSvHMHXc8h9mRoOUBZIGFgKb9qniaZZc=
+github.com/aws/aws-sdk-go-v2/internal/configsources v1.4.16/go.mod h1:L/UxsGeKpGoIj6DxfhOWHWQ/kGKcd4I1VncE4++IyKA=
+github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.7.16 h1:1jtGzuV7c82xnqOVfx2F0xmJcOw5374L7N6juGW6x6U=
+github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.7.16/go.mod h1:M2E5OQf+XLe+SZGmmpaI2yy+J326aFf6/+54PoxSANc=
+github.com/aws/aws-sdk-go-v2/internal/ini v1.8.4 h1:WKuaxf++XKWlHWu9ECbMlha8WOEGm0OUEZqm4K/Gcfk=
+github.com/aws/aws-sdk-go-v2/internal/ini v1.8.4/go.mod h1:ZWy7j6v1vWGmPReu0iSGvRiise4YI5SkR3OHKTZ6Wuc=
+github.com/aws/aws-sdk-go-v2/service/bedrock v1.53.0 h1:cmQBS5qaRe1yV7eL7shROYjBv/O3TJf9tJEDSiWndIA=
+github.com/aws/aws-sdk-go-v2/service/bedrock v1.53.0/go.mod h1:LV2LELzMlToA6tauFUTYr0iy20Gp4TKz2vMQYaKq0Pw=
+github.com/aws/aws-sdk-go-v2/service/bedrockruntime v1.47.1 h1:xryaVPvLLcCf7Y/4beWjOcWxiftorB/KDjtiYORVSNo=
+github.com/aws/aws-sdk-go-v2/service/bedrockruntime v1.47.1/go.mod h1:ckSglleOJ2avj81L6vBb70nK51cnhTwvVK1SkLgFtj4=
+github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.13.4 h1:0ryTNEdJbzUCEWkVXEXoqlXV72J5keC1GvILMOuD00E=
+github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.13.4/go.mod h1:HQ4qwNZh32C3CBeO6iJLQlgtMzqeG17ziAA/3KDJFow=
+github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.13.16 h1:oHjJHeUy0ImIV0bsrX0X91GkV5nJAyv1l1CC9lnO0TI=
+github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.13.16/go.mod h1:iRSNGgOYmiYwSCXxXaKb9HfOEj40+oTKn8pTxMlYkRM=
+github.com/aws/aws-sdk-go-v2/service/signin v1.0.4 h1:HpI7aMmJ+mm1wkSHIA2t5EaFFv5EFYXePW30p1EIrbQ=
+github.com/aws/aws-sdk-go-v2/service/signin v1.0.4/go.mod h1:C5RdGMYGlfM0gYq/tifqgn4EbyX99V15P2V3R+VHbQU=
+github.com/aws/aws-sdk-go-v2/service/sso v1.30.8 h1:aM/Q24rIlS3bRAhTyFurowU8A0SMyGDtEOY/l/s/1Uw=
+github.com/aws/aws-sdk-go-v2/service/sso v1.30.8/go.mod h1:+fWt2UHSb4kS7Pu8y+BMBvJF0EWx+4H0hzNwtDNRTrg=
+github.com/aws/aws-sdk-go-v2/service/ssooidc v1.35.12 h1:AHDr0DaHIAo8c9t1emrzAlVDFp+iMMKnPdYy6XO4MCE=
+github.com/aws/aws-sdk-go-v2/service/ssooidc v1.35.12/go.mod h1:GQ73XawFFiWxyWXMHWfhiomvP3tXtdNar/fi8z18sx0=
+github.com/aws/aws-sdk-go-v2/service/sts v1.41.5 h1:SciGFVNZ4mHdm7gpD1dgZYnCuVdX1s+lFTg4+4DOy70=
+github.com/aws/aws-sdk-go-v2/service/sts v1.41.5/go.mod h1:iW40X4QBmUxdP+fZNOpfmkdMZqsovezbAeO+Ubiv2pk=
+github.com/aws/smithy-go v1.24.0 h1:LpilSUItNPFr1eY85RYgTIg5eIEPtvFbskaFcmmIUnk=
+github.com/aws/smithy-go v1.24.0/go.mod h1:LEj2LM3rBRQJxPZTB4KuzZkaZYnZPnvgIhb4pu07mx0=
+github.com/bytedance/gopkg v0.1.3 h1:TPBSwH8RsouGCBcMBktLt1AymVo2TVsBVCY4b6TnZ/M=
+github.com/bytedance/gopkg v0.1.3/go.mod h1:576VvJ+eJgyCzdjS+c4+77QF3p7ubbtiKARP3TxducM=
+github.com/bytedance/sonic v1.14.2 h1:k1twIoe97C1DtYUo+fZQy865IuHia4PR5RPiuGPPIIE=
+github.com/bytedance/sonic v1.14.2/go.mod h1:T80iDELeHiHKSc0C9tubFygiuXoGzrkjKzX2quAx980=
+github.com/bytedance/sonic/loader v0.4.0 h1:olZ7lEqcxtZygCK9EKYKADnpQoYkRQxaeY2NYzevs+o=
+github.com/bytedance/sonic/loader v0.4.0/go.mod h1:AR4NYCk5DdzZizZ5djGqQ92eEhCCcdf5x77udYiSJRo=
 github.com/cloudflare/circl v1.6.1 h1:zqIqSPIndyBh1bjLVVDHMPpVKqp8Su/V+6MeDzzQBQ0=
 github.com/cloudflare/circl v1.6.1/go.mod h1:uddAzsPgqdMAYatqJ0lsjX1oECcQLIlRpzZh3pJrofs=
-github.com/cloudwego/base64x v0.1.5 h1:XPciSp1xaq2VCSt6lF0phncD4koWyULpl5bUxbfCyP4=
-github.com/cloudwego/base64x v0.1.5/go.mod h1:0zlkT4Wn5C6NdauXdJRhSKRlJvmclQ1hhJgA0rcu/8w=
-github.com/cloudwego/iasm v0.2.0/go.mod h1:8rXZaNYT2n95jn+zTI1sDr+IgcD2GVs0nlbbQPiEFhY=
+github.com/cloudwego/base64x v0.1.6 h1:t11wG9AECkCDk5fMSoxmufanudBtJ+/HemLstXDLI2M=
+github.com/cloudwego/base64x v0.1.6/go.mod h1:OFcloc187FXDaYHvrNIjxSe8ncn0OOM8gEHfghB2IPU=
 github.com/coder/websocket v1.8.13 h1:f3QZdXy7uGVz+4uCJy2nTZyM0yTBj8yANEHhqlXZ9FE=
 github.com/coder/websocket v1.8.13/go.mod h1:LNVeNrXQZfe5qhS9ALED3uA+l5pPqvwXg3CKoDBB2gs=
 github.com/cpuguy83/go-md2man/v2 v2.0.6/go.mod h1:oOW0eioCTA6cOiMLiUPZOpcVxMig6NIQQ7OS05n1F4g=
@@ -92,12 +96,14 @@ github.com/emirpasic/gods v1.18.1 h1:FXtiHYKDGKCW2KzwZKx0iC0PQmdlorYgdFG9jPXJ1Bc
 github.com/emirpasic/gods v1.18.1/go.mod h1:8tpGGwCnJ5H4r6BWwaV6OrWmMoPhUl5jm/FMNAnJvWQ=
 github.com/felixge/httpsnoop v1.0.4 h1:NFTV2Zj1bL4mc9sqWACXbQFVBBg2W3GPvqp8/ESS2Wg=
 github.com/felixge/httpsnoop v1.0.4/go.mod h1:m8KPJKqk1gH5J9DgRY2ASl2lWCfGKXixSwevea8zH2U=
-github.com/gabriel-vasile/mimetype v1.4.9 h1:5k+WDwEsD9eTLL8Tz3L0VnmVh9QxGjRmjBvAG7U/oYY=
-github.com/gabriel-vasile/mimetype v1.4.9/go.mod h1:WnSQhFKJuBlRyLiKohA/2DtIlPFAbguNaG7QCHcyGok=
+github.com/gabriel-vasile/mimetype v1.4.12 h1:e9hWvmLYvtp846tLHam2o++qitpguFiYCKbn0w9jyqw=
+github.com/gabriel-vasile/mimetype v1.4.12/go.mod h1:d+9Oxyo1wTzWdyVUPMmXFvp4F9tea18J8ufA774AB3s=
+github.com/gin-contrib/gzip v0.0.6 h1:NjcunTcGAj5CO1gn4N8jHOSIeRFHIbn51z6K+xaN4d4=
+github.com/gin-contrib/gzip v0.0.6/go.mod h1:QOJlmV2xmayAjkNS2Y8NQsMneuRShOU/kjovCXNuzzk=
 github.com/gin-contrib/sse v1.1.0 h1:n0w2GMuUpWDVp7qSpvze6fAu9iRxJY4Hmj6AmBOU05w=
 github.com/gin-contrib/sse v1.1.0/go.mod h1:hxRZ5gVpWMT7Z0B0gSNYqqsSCNIJMjzvm6fqCz9vjwM=
-github.com/gin-gonic/gin v1.10.1 h1:T0ujvqyCSqRopADpgPgiTT63DUQVSfojyME59Ei63pQ=
-github.com/gin-gonic/gin v1.10.1/go.mod h1:4PMNQiOhvDRa013RKVbsiNwoyezlm2rm0uX/T7kzp5Y=
+github.com/gin-gonic/gin v1.11.0 h1:OW/6PLjyusp2PPXtyxKHU0RbX6I/l28FTdDlae5ueWk=
+github.com/gin-gonic/gin v1.11.0/go.mod h1:+iq/FyxlGzII0KHiBGjuNn4UNENUlKbGlNmc+W50Dls=
 github.com/gliderlabs/ssh v0.3.8 h1:a4YXD1V7xMF9g5nTkdfnja3Sxy1PVDCj1Zg4Wb8vY6c=
 github.com/gliderlabs/ssh v0.3.8/go.mod h1:xYoytBv1sV0aL3CavoDuJIQNURXkkfPA/wxQ1pL1fAU=
 github.com/go-git/gcfg v1.5.1-0.20230307220236-3a3c6141e376 h1:+zs/tPmkDkHx3U66DAb0lQFJrpS6731Oaa12ikc+DiI=
@@ -106,27 +112,56 @@ github.com/go-git/go-billy/v5 v5.6.2 h1:6Q86EsPXMa7c3YZ3aLAQsMA0VlWmy43r6FHqa/UN
 github.com/go-git/go-billy/v5 v5.6.2/go.mod h1:rcFC2rAsp/erv7CMz9GczHcuD0D32fWzH+MJAU+jaUU=
 github.com/go-git/go-git-fixtures/v4 v4.3.2-0.20231010084843-55a94097c399 h1:eMje31YglSBqCdIqdhKBW8lokaMrL3uTkpGYlE2OOT4=
 github.com/go-git/go-git-fixtures/v4 v4.3.2-0.20231010084843-55a94097c399/go.mod h1:1OCfN199q1Jm3HZlxleg+Dw/mwps2Wbk9frAWm+4FII=
-github.com/go-git/go-git/v5 v5.16.2 h1:fT6ZIOjE5iEnkzKyxTHK1W4HGAsPhqEqiSAssSO77hM=
-github.com/go-git/go-git/v5 v5.16.2/go.mod h1:4Ge4alE/5gPs30F2H1esi2gPd69R0C39lolkucHBOp8=
+github.com/go-git/go-git/v5 v5.16.4 h1:7ajIEZHZJULcyJebDLo99bGgS0jRrOxzZG4uCk2Yb2Y=
+github.com/go-git/go-git/v5 v5.16.4/go.mod h1:4Ge4alE/5gPs30F2H1esi2gPd69R0C39lolkucHBOp8=
 github.com/go-logr/logr v1.2.2/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A=
 github.com/go-logr/logr v1.4.3 h1:CjnDlHq8ikf6E492q6eKboGOC0T8CDaOvkHCIg8idEI=
 github.com/go-logr/logr v1.4.3/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
 github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag=
 github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE=
+github.com/go-openapi/jsonpointer v0.22.4 h1:dZtK82WlNpVLDW2jlA1YCiVJFVqkED1MegOUy9kR5T4=
+github.com/go-openapi/jsonpointer v0.22.4/go.mod h1:elX9+UgznpFhgBuaMQ7iu4lvvX1nvNsesQ3oxmYTw80=
+github.com/go-openapi/jsonreference v0.21.4 h1:24qaE2y9bx/q3uRK/qN+TDwbok1NhbSmGjjySRCHtC8=
+github.com/go-openapi/jsonreference v0.21.4/go.mod h1:rIENPTjDbLpzQmQWCj5kKj3ZlmEh+EFVbz3RTUh30/4=
+github.com/go-openapi/spec v0.22.2 h1:KEU4Fb+Lp1qg0V4MxrSCPv403ZjBl8Lx1a83gIPU8Qc=
+github.com/go-openapi/spec v0.22.2/go.mod h1:iIImLODL2loCh3Vnox8TY2YWYJZjMAKYyLH2Mu8lOZs=
+github.com/go-openapi/swag v0.19.15 h1:D2NRCBzS9/pEY3gP9Nl8aDqGUcPFrwG2p+CNFrLyrCM=
+github.com/go-openapi/swag/conv v0.25.4 h1:/Dd7p0LZXczgUcC/Ikm1+YqVzkEeCc9LnOWjfkpkfe4=
+github.com/go-openapi/swag/conv v0.25.4/go.mod h1:3LXfie/lwoAv0NHoEuY1hjoFAYkvlqI/Bn5EQDD3PPU=
+github.com/go-openapi/swag/jsonname v0.25.4 h1:bZH0+MsS03MbnwBXYhuTttMOqk+5KcQ9869Vye1bNHI=
+github.com/go-openapi/swag/jsonname v0.25.4/go.mod h1:GPVEk9CWVhNvWhZgrnvRA6utbAltopbKwDu8mXNUMag=
+github.com/go-openapi/swag/jsonutils v0.25.4 h1:VSchfbGhD4UTf4vCdR2F4TLBdLwHyUDTd1/q4i+jGZA=
+github.com/go-openapi/swag/jsonutils v0.25.4/go.mod h1:7OYGXpvVFPn4PpaSdPHJBtF0iGnbEaTk8AvBkoWnaAY=
+github.com/go-openapi/swag/jsonutils/fixtures_test v0.25.4 h1:IACsSvBhiNJwlDix7wq39SS2Fh7lUOCJRmx/4SN4sVo=
+github.com/go-openapi/swag/jsonutils/fixtures_test v0.25.4/go.mod h1:Mt0Ost9l3cUzVv4OEZG+WSeoHwjWLnarzMePNDAOBiM=
+github.com/go-openapi/swag/loading v0.25.4 h1:jN4MvLj0X6yhCDduRsxDDw1aHe+ZWoLjW+9ZQWIKn2s=
+github.com/go-openapi/swag/loading v0.25.4/go.mod h1:rpUM1ZiyEP9+mNLIQUdMiD7dCETXvkkC30z53i+ftTE=
+github.com/go-openapi/swag/stringutils v0.25.4 h1:O6dU1Rd8bej4HPA3/CLPciNBBDwZj9HiEpdVsb8B5A8=
+github.com/go-openapi/swag/stringutils v0.25.4/go.mod h1:GTsRvhJW5xM5gkgiFe0fV3PUlFm0dr8vki6/VSRaZK0=
+github.com/go-openapi/swag/typeutils v0.25.4 h1:1/fbZOUN472NTc39zpa+YGHn3jzHWhv42wAJSN91wRw=
+github.com/go-openapi/swag/typeutils v0.25.4/go.mod h1:Ou7g//Wx8tTLS9vG0UmzfCsjZjKhpjxayRKTHXf2pTE=
+github.com/go-openapi/swag/yamlutils v0.25.4 h1:6jdaeSItEUb7ioS9lFoCZ65Cne1/RZtPBZ9A56h92Sw=
+github.com/go-openapi/swag/yamlutils v0.25.4/go.mod h1:MNzq1ulQu+yd8Kl7wPOut/YHAAU/H6hL91fF+E2RFwc=
+github.com/go-openapi/testify/enable/yaml/v2 v2.0.2 h1:0+Y41Pz1NkbTHz8NngxTuAXxEodtNSI1WG1c/m5Akw4=
+github.com/go-openapi/testify/enable/yaml/v2 v2.0.2/go.mod h1:kme83333GCtJQHXQ8UKX3IBZu6z8T5Dvy5+CW3NLUUg=
+github.com/go-openapi/testify/v2 v2.0.2 h1:X999g3jeLcoY8qctY/c/Z8iBHTbwLz7R2WXd6Ub6wls=
+github.com/go-openapi/testify/v2 v2.0.2/go.mod h1:HCPmvFFnheKK2BuwSA0TbbdxJ3I16pjwMkYkP4Ywn54=
 github.com/go-playground/assert/v2 v2.2.0 h1:JvknZsQTYeFEAhQwI4qEt9cyV5ONwRHC+lYKSsYSR8s=
 github.com/go-playground/assert/v2 v2.2.0/go.mod h1:VDjEfimB/XKnb+ZQfWdccd7VUvScMdVu0Titje2rxJ4=
 github.com/go-playground/locales v0.14.1 h1:EWaQ/wswjilfKLTECiXz7Rh+3BjFhfDFKv/oXslEjJA=
 github.com/go-playground/locales v0.14.1/go.mod h1:hxrqLVvrK65+Rwrd5Fc6F2O76J/NuW9t0sjnWqG1slY=
 github.com/go-playground/universal-translator v0.18.1 h1:Bcnm0ZwsGyWbCzImXv+pAJnYK9S473LQFuzCbDbfSFY=
 github.com/go-playground/universal-translator v0.18.1/go.mod h1:xekY+UJKNuX9WP91TpwSH2VMlDf28Uj24BCp08ZFTUY=
-github.com/go-playground/validator/v10 v10.26.0 h1:SP05Nqhjcvz81uJaRfEV0YBSSSGMc/iMaVtFbr3Sw2k=
-github.com/go-playground/validator/v10 v10.26.0/go.mod h1:I5QpIEbmr8On7W0TktmJAumgzX4CA1XNl4ZmDuVHKKo=
+github.com/go-playground/validator/v10 v10.29.0 h1:lQlF5VNJWNlRbRZNeOIkWElR+1LL/OuHcc0Kp14w1xk=
+github.com/go-playground/validator/v10 v10.29.0/go.mod h1:D6QxqeMlgIPuT02L66f2ccrZ7AGgHkzKmmTMZhk/Kc4=
 github.com/go-shiori/dom v0.0.0-20230515143342-73569d674e1c h1:wpkoddUomPfHiOziHZixGO5ZBS73cKqVzZipfrLmO1w=
 github.com/go-shiori/dom v0.0.0-20230515143342-73569d674e1c/go.mod h1:oVDCh3qjJMLVUSILBRwrm+Bc6RNXGZYtoh9xdvf1ffM=
-github.com/go-shiori/go-readability v0.0.0-20250217085726-9f5bf5ca7612 h1:BYLNYdZaepitbZreRIa9xeCQZocWmy/wj4cGIH0qyw0=
-github.com/go-shiori/go-readability v0.0.0-20250217085726-9f5bf5ca7612/go.mod h1:wgqthQa8SAYs0yyljVeCOQlZ027VW5CmLsbi9jWC08c=
+github.com/go-shiori/go-readability v0.0.0-20251205110129-5db1dc9836f0 h1:A3B75Yp163FAIf9nLlFMl4pwIj+T3uKxfI7mbvvY2Ls=
+github.com/go-shiori/go-readability v0.0.0-20251205110129-5db1dc9836f0/go.mod h1:suxK0Wpz4BM3/2+z1mnOVTIWHDiMCIOGoKDCRumSsk0=
 github.com/goccy/go-json v0.10.5 h1:Fq85nIqj+gXn/S5ahsiTlK3TmC85qgirsdTP/+DeaC4=
 github.com/goccy/go-json v0.10.5/go.mod h1:oq7eo15ShAhp70Anwd5lgX2pLfOS3QCiwU/PULtXL6M=
+github.com/goccy/go-yaml v1.19.1 h1:3rG3+v8pkhRqoQ/88NYNMHYVGYztCOCIZ7UQhu7H+NE=
+github.com/goccy/go-yaml v1.19.1/go.mod h1:XBurs7gK8ATbW4ZPGKgcbrY1Br56PdM69F7LkFRi1kA=
 github.com/gogs/chardet v0.0.0-20211120154057-b7413eaefb8f h1:3BSP1Tbs2djlpprl7wCLuiqMaUh5SJkkzI2gDs+FgLs=
 github.com/gogs/chardet v0.0.0-20211120154057-b7413eaefb8f/go.mod h1:Pcatq5tYkCW2Q6yrR2VRHlbHpZ/R4/7qyL1TCF7vl14=
 github.com/golang-jwt/jwt/v5 v5.2.2 h1:Rl4B7itRWVtYIHFrSNd7vhTiz9UpLdi6gZhZ3wEeDy8=
@@ -148,8 +183,8 @@ github.com/google/s2a-go v0.1.9 h1:LGD7gtMgezd8a/Xak7mEWL0PjoTQFvpRudN895yqKW0=
 github.com/google/s2a-go v0.1.9/go.mod h1:YA0Ei2ZQL3acow2O62kdp9UlnvMmU7kA6Eutn0dXayM=
 github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
 github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
-github.com/googleapis/enterprise-certificate-proxy v0.3.6 h1:GW/XbdyBFQ8Qe+YAmFU9uHLo7OnF5tL52HFAgMmyrf4=
-github.com/googleapis/enterprise-certificate-proxy v0.3.6/go.mod h1:MkHOF77EYAE7qfSuSS9PU6g4Nt4e11cnsDUowfwewLA=
+github.com/googleapis/enterprise-certificate-proxy v0.3.7 h1:zrn2Ee/nWmHulBx5sAVrGgAa0f2/R35S4DJwfFaUPFQ=
+github.com/googleapis/enterprise-certificate-proxy v0.3.7/go.mod h1:MkHOF77EYAE7qfSuSS9PU6g4Nt4e11cnsDUowfwewLA=
 github.com/googleapis/gax-go/v2 v2.15.0 h1:SyjDc1mGgZU5LncH8gimWo9lW1DtIfPibOG81vgd/bo=
 github.com/googleapis/gax-go/v2 v2.15.0/go.mod h1:zVVkkxAQHa1RQpg9z2AUCMnKhi0Qld9rcmyfL1OZhoc=
 github.com/gorilla/websocket v1.5.3 h1:saDtZ6Pbx/0u+bgYQ3q96pZgCzfhKXGPqt7kZ72aNNg=
@@ -170,10 +205,8 @@ github.com/kballard/go-shellquote v0.0.0-20180428030007-95032a82bc51 h1:Z9n2FFNU
 github.com/kballard/go-shellquote v0.0.0-20180428030007-95032a82bc51/go.mod h1:CzGEWj7cYgsdH8dAjBGEr58BoE7ScuLd+fwFZ44+/x8=
 github.com/kevinburke/ssh_config v1.2.0 h1:x584FjTGwHzMwvHx18PXxbBVzfnxogHaAReU4gf13a4=
 github.com/kevinburke/ssh_config v1.2.0/go.mod h1:CT57kijsi8u/K/BOFA39wgDQJ9CxiF4nAY/ojJ6r6mM=
-github.com/klauspost/cpuid/v2 v2.0.9/go.mod h1:FInQzS24/EEf25PyTYn52gqo7WaD8xa0213Md/qVLRg=
-github.com/klauspost/cpuid/v2 v2.2.10 h1:tBs3QSyvjDyFTq3uoc/9xFpCuOsJQFNPiAhYdw2skhE=
-github.com/klauspost/cpuid/v2 v2.2.10/go.mod h1:hqwkgyIinND0mEev00jJYCxPNVRVXFQeu1XKlok6oO0=
-github.com/knz/go-libedit v1.10.1/go.mod h1:MZTVkCWyz0oBc7JOWP3wNAzd002ZbM/5hgShxwh4x8M=
+github.com/klauspost/cpuid/v2 v2.3.0 h1:S4CRMLnYUhGeDFDqkGriYKdfoFlDnMtqTiI/sFzhA9Y=
+github.com/klauspost/cpuid/v2 v2.3.0/go.mod h1:hqwkgyIinND0mEev00jJYCxPNVRVXFQeu1XKlok6oO0=
 github.com/kr/pretty v0.1.0/go.mod h1:dAy3ld7l9f0ibDNOQOHHMYYIIbhfbHSm3C4ZsoJORNo=
 github.com/kr/pretty v0.3.1 h1:flRD4NNwYAUpkphVc1HcthR4KEIFJ65n8Mw5qdRn3LE=
 github.com/kr/pretty v0.3.1/go.mod h1:hoEshYVHaxMs3cyo3Yncou5ZscifuDolrwPKZanG3xk=
@@ -188,8 +221,8 @@ github.com/leodido/go-urn v1.4.0/go.mod h1:bvxc+MVxLKB4z00jd1z+Dvzr47oO32F/QSNjS
 github.com/mattn/go-isatty v0.0.20 h1:xfD0iDuEKnDkl03q4limB+vH+GxLEtL/jb4xVJSWWEY=
 github.com/mattn/go-isatty v0.0.20/go.mod h1:W+V8PltTTMOvKvAeJH7IuucS94S2C6jfK/D7dTCTo3Y=
 github.com/mattn/go-runewidth v0.0.10/go.mod h1:RAqKPSqVFrSLVXbA8x7dzmKdmGzieGRCM46jaSJTDAk=
-github.com/mattn/go-sqlite3 v1.14.28 h1:ThEiQrnbtumT+QMknw63Befp/ce/nUPgBPMlRFEum7A=
-github.com/mattn/go-sqlite3 v1.14.28/go.mod h1:Uh1q+B4BYcTPb+yiD3kU8Ct7aC0hY9fxUwlHK0RXw+Y=
+github.com/mattn/go-sqlite3 v1.14.32 h1:JD12Ag3oLy1zQA+BNn74xRgaBbdhbNIDYvQUEuuErjs=
+github.com/mattn/go-sqlite3 v1.14.32/go.mod h1:Uh1q+B4BYcTPb+yiD3kU8Ct7aC0hY9fxUwlHK0RXw+Y=
 github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
 github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd h1:TRLaZ9cD/w8PVh93nsPXa1VrQ6jlwL5oN8l14QlcNfg=
 github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
@@ -197,8 +230,8 @@ github.com/modern-go/reflect2 v1.0.2 h1:xBagoLtFs94CBntxluKeaWgTMpvLxC4ur3nMaC9G
 github.com/modern-go/reflect2 v1.0.2/go.mod h1:yWuevngMOJpCy52FWWMvUC8ws7m/LJsjYzDa0/r8luk=
 github.com/nicksnyder/go-i18n/v2 v2.6.0 h1:C/m2NNWNiTB6SK4Ao8df5EWm3JETSTIGNXBpMJTxzxQ=
 github.com/nicksnyder/go-i18n/v2 v2.6.0/go.mod h1:88sRqr0C6OPyJn0/KRNaEz1uWorjxIKP7rUUcvycecE=
-github.com/ollama/ollama v0.11.7 h1:CuYjaJ/YEnvLDpJocJbbVdpdVFyGA/OP6lKFyzZD4dI=
-github.com/ollama/ollama v0.11.7/go.mod h1:9+1//yWPsDE2u+l1a5mpaKrYw4VdnSsRU3ioq5BvMms=
+github.com/ollama/ollama v0.13.5 h1:ulttnWgeQrXc9jVsGReIP/9MCA+pF1XYTsdwiNMeZfk=
+github.com/ollama/ollama v0.13.5/go.mod h1:2VxohsKICsmUCrBjowf+luTXYiXn2Q70Cnvv5Urbzkw=
 github.com/onsi/gomega v1.34.1 h1:EUMJIKUjM8sKjYbtxQI9A4z2o+rruxnzNvpknOXie6k=
 github.com/onsi/gomega v1.34.1/go.mod h1:kU1QgUvBDLXBJq618Xvm2LUX6rSAfRaFRTcdOeDLwwY=
 github.com/openai/openai-go v1.12.0 h1:NBQCnXzqOTv5wsgNC36PrFEiskGfO5wccfCWDo9S1U0=
@@ -218,36 +251,48 @@ github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINE
 github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
 github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 h1:Jamvg5psRIccs7FGNTlIRMkT8wgtp5eCXdBlqhYGL6U=
 github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
+github.com/quic-go/qpack v0.6.0 h1:g7W+BMYynC1LbYLSqRt8PBg5Tgwxn214ZZR34VIOjz8=
+github.com/quic-go/qpack v0.6.0/go.mod h1:lUpLKChi8njB4ty2bFLX2x4gzDqXwUpaO1DP9qMDZII=
+github.com/quic-go/quic-go v0.57.1 h1:25KAAR9QR8KZrCZRThWMKVAwGoiHIrNbT72ULHTuI10=
+github.com/quic-go/quic-go v0.57.1/go.mod h1:ly4QBAjHA2VhdnxhojRsCUOeJwKYg+taDlos92xb1+s=
 github.com/rivo/uniseg v0.1.0/go.mod h1:J6wj4VEh+S6ZtnVlnTBMWIodfgj8LQOQFoIToxlJtxc=
 github.com/rogpeppe/go-internal v1.14.1 h1:UQB4HGPB6osV0SQTLymcB4TgvyWu6ZyliaW0tI/otEQ=
 github.com/rogpeppe/go-internal v1.14.1/go.mod h1:MaRKkUm5W0goXpeCfT7UZI6fk/L7L7so1lCWt35ZSgc=
 github.com/russross/blackfriday/v2 v2.1.0/go.mod h1:+Rmxgy9KzJVeS9/2gXHxylqXiyQDYRxCVz55jmeOWTM=
-github.com/samber/lo v1.50.0 h1:XrG0xOeHs+4FQ8gJR97zDz5uOFMW7OwFWiFVzqopKgY=
-github.com/samber/lo v1.50.0/go.mod h1:RjZyNk6WSnUFRKK6EyOhsRJMqft3G+pg7dCWHQCWvsc=
+github.com/samber/lo v1.52.0 h1:Rvi+3BFHES3A8meP33VPAxiBZX/Aws5RxrschYGjomw=
+github.com/samber/lo v1.52.0/go.mod h1:4+MXEGsJzbKGaUEQFKBq2xtfuznW9oz/WrgyzMzRoM0=
 github.com/scylladb/termtables v0.0.0-20191203121021-c4c0b6d42ff4/go.mod h1:C1a7PQSMz9NShzorzCiG2fk9+xuCgLkPeCvMHYR2OWg=
 github.com/sergi/go-diff v1.4.0 h1:n/SP9D5ad1fORl+llWyN+D6qoUETXNZARKjyY2/KVCw=
 github.com/sergi/go-diff v1.4.0/go.mod h1:A0bzQcvG0E7Rwjx0REVgAGH58e96+X0MeOfepqsbeW4=
-github.com/sgaunet/perplexity-go/v2 v2.8.0 h1:stnuVieniZMGo6qJLCV2JyR2uF7K5398YOA/ZZcgrSg=
-github.com/sgaunet/perplexity-go/v2 v2.8.0/go.mod h1:MSks4RNuivCi0GqJyylhFdgSJFVEwZHjAhrf86Wkynk=
+github.com/sgaunet/perplexity-go/v2 v2.14.0 h1:DRHqsyBJ81+G73ZEI6ZxRe6YfJkv3kGzvtaEAIlEpcc=
+github.com/sgaunet/perplexity-go/v2 v2.14.0/go.mod h1:xaU5Ckuyy8pjw8ZYHgA3mQWlUqK4GOqn2ncvh+mkhg0=
 github.com/sirupsen/logrus v1.7.0/go.mod h1:yWOB1SBYBC5VeMP7gHvWumXLIWorT60ONWic61uBYv0=
 github.com/skeema/knownhosts v1.3.1 h1:X2osQ+RAjK76shCbvhHHHVl3ZlgDm8apHEHFqRjnBY8=
 github.com/skeema/knownhosts v1.3.1/go.mod h1:r7KTdC8l4uxWRyK2TpQZ/1o5HaSzh06ePQNxPwTcfiY=
-github.com/spf13/cobra v1.9.1 h1:CXSaggrXdbHK9CF+8ywj8Amf7PBRmPCOJugH954Nnlo=
-github.com/spf13/cobra v1.9.1/go.mod h1:nDyEzZ8ogv936Cinf6g1RU9MRY64Ir93oCnqb9wxYW0=
-github.com/spf13/pflag v1.0.6 h1:jFzHGLGAlb3ruxLB8MhbI6A8+AQX/2eW4qeyNZXNp2o=
-github.com/spf13/pflag v1.0.6/go.mod h1:McXfInJRrz4CZXVZOBLb0bTZqETkiAhM9Iw0y3An2Bg=
+github.com/spf13/cobra v1.10.2 h1:DMTTonx5m65Ic0GOoRY2c16WCbHxOOw6xxezuLaBpcU=
+github.com/spf13/cobra v1.10.2/go.mod h1:7C1pvHqHw5A4vrJfjNwvOdzYu0Gml16OCs2GRiTUUS4=
+github.com/spf13/pflag v1.0.9 h1:9exaQaMOCwffKiiiYk6/BndUBv+iRViNW+4lEMi0PvY=
+github.com/spf13/pflag v1.0.9/go.mod h1:McXfInJRrz4CZXVZOBLb0bTZqETkiAhM9Iw0y3An2Bg=
 github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
 github.com/stretchr/objx v0.4.0/go.mod h1:YvHI0jy2hoMjB+UWwv71VJQ9isScKT/TqJzVSSt89Yw=
 github.com/stretchr/objx v0.5.0/go.mod h1:Yh+to48EsGEfYuaHDzXPcE3xhTkx73EhmCGUpEOglKo=
+github.com/stretchr/objx v0.5.2/go.mod h1:FRsXN1f5AsAjCGJKqEizvkpNtU+EGNCLh3NxZ/8L+MA=
 github.com/stretchr/testify v1.2.2/go.mod h1:a8OnRcib4nhh0OaRAV+Yts87kKdq0PP7pXfy6kDkUVs=
 github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
 github.com/stretchr/testify v1.4.0/go.mod h1:j7eGeouHqKxXV5pUuKE4zz7dFj8WfuZ+81PSLYec5m4=
 github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
 github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
 github.com/stretchr/testify v1.8.0/go.mod h1:yNjHg4UonilssWZ8iaSj1OCr/vHnekPRkoO+kdMU+MU=
-github.com/stretchr/testify v1.8.1/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o6fzry7u4=
+github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo=
+github.com/stretchr/testify v1.10.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
 github.com/stretchr/testify v1.11.1 h1:7s2iGBzp5EwR7/aIZr8ao5+dra3wiQyKjjFuvgVKu7U=
 github.com/stretchr/testify v1.11.1/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
+github.com/swaggo/files v1.0.1 h1:J1bVJ4XHZNq0I46UU90611i9/YzdrF7x92oX1ig5IdE=
+github.com/swaggo/files v1.0.1/go.mod h1:0qXmMNH6sXNf+73t65aKeB+ApmgxdnkQzVTAj2uaMUg=
+github.com/swaggo/gin-swagger v1.6.1 h1:Ri06G4gc9N4t4k8hekMigJ9zKTFSlqj/9paAQCQs7cY=
+github.com/swaggo/gin-swagger v1.6.1/go.mod h1:LQ+hJStHakCWRiK/YNYtJOu4mR2FP+pxLnILT/qNiTw=
+github.com/swaggo/swag v1.16.6 h1:qBNcx53ZaX+M5dxVyTrgQ0PJ/ACK+NzhwcbieTt+9yI=
+github.com/swaggo/swag v1.16.6/go.mod h1:ngP2etMK5a0P3QBizic5MEwpRmluJZPHjXcMoj4Xesg=
 github.com/tidwall/gjson v1.14.2/go.mod h1:/wbyibRr2FHMks5tjHJ5F8dMZh3AcwJEMf5vlfC0lxk=
 github.com/tidwall/gjson v1.18.0 h1:FIDeeyB800efLX89e5a8Y0BNH+LOngJyGrIWxG2FKQY=
 github.com/tidwall/gjson v1.18.0/go.mod h1:/wbyibRr2FHMks5tjHJ5F8dMZh3AcwJEMf5vlfC0lxk=
@@ -260,27 +305,31 @@ github.com/tidwall/sjson v1.2.5 h1:kLy8mja+1c9jlljvWTlSazM7cKDRfJuR/bOJhcY5NcY=
 github.com/tidwall/sjson v1.2.5/go.mod h1:Fvgq9kS/6ociJEDnK0Fk1cpYF4FIW6ZF7LAe+6jwd28=
 github.com/twitchyliquid64/golang-asm v0.15.1 h1:SU5vSMR7hnwNxj24w34ZyCi/FmDZTkS4MhqMhdFk5YI=
 github.com/twitchyliquid64/golang-asm v0.15.1/go.mod h1:a1lVb/DtPvCB8fslRZhAngC2+aY1QWCk3Cedj/Gdt08=
-github.com/ugorji/go/codec v1.2.14 h1:yOQvXCBc3Ij46LRkRoh4Yd5qK6LVOgi0bYOXfb7ifjw=
-github.com/ugorji/go/codec v1.2.14/go.mod h1:UNopzCgEMSXjBc6AOMqYvWC1ktqTAfzJZUZgYf6w6lg=
+github.com/ugorji/go/codec v1.3.1 h1:waO7eEiFDwidsBN6agj1vJQ4AG7lh2yqXyOXqhgQuyY=
+github.com/ugorji/go/codec v1.3.1/go.mod h1:pRBVtBSKl77K30Bv8R2P+cLSGaTtex6fsA2Wjqmfxj4=
 github.com/xanzy/ssh-agent v0.3.3 h1:+/15pJfg/RsTxqYcX6fHqOXZwwMP+2VyYWJeWM2qQFM=
 github.com/xanzy/ssh-agent v0.3.3/go.mod h1:6dzNDKs0J9rVPHPhaGCukekBHKqfl+L3KghI1Bc68Uw=
 github.com/yuin/goldmark v1.4.13/go.mod h1:6yULJ656Px+3vBD8DxQVa3kxgyrAnzto9xy5taEt/CY=
-go.opentelemetry.io/auto/sdk v1.1.0 h1:cH53jehLUN6UFLY71z+NDOiNJqDdPRaXzTel0sJySYA=
-go.opentelemetry.io/auto/sdk v1.1.0/go.mod h1:3wSPjt5PWp2RhlCcmmOial7AvC4DQqZb7a7wCow3W8A=
+go.opentelemetry.io/auto/sdk v1.2.1 h1:jXsnJ4Lmnqd11kwkBV2LgLoFMZKizbCi5fNZ/ipaZ64=
+go.opentelemetry.io/auto/sdk v1.2.1/go.mod h1:KRTj+aOaElaLi+wW1kO/DZRXwkF4C5xPbEe3ZiIhN7Y=
 go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.61.0 h1:F7Jx+6hwnZ41NSFTO5q4LYDtJRXBf2PD0rNBkeB/lus=
 go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.61.0/go.mod h1:UHB22Z8QsdRDrnAtX4PntOl36ajSxcdUMt1sF7Y6E7Q=
-go.opentelemetry.io/otel v1.36.0 h1:UumtzIklRBY6cI/lllNZlALOF5nNIzJVb16APdvgTXg=
-go.opentelemetry.io/otel v1.36.0/go.mod h1:/TcFMXYjyRNh8khOAO9ybYkqaDBb/70aVwkNML4pP8E=
-go.opentelemetry.io/otel/metric v1.36.0 h1:MoWPKVhQvJ+eeXWHFBOPoBOi20jh6Iq2CcCREuTYufE=
-go.opentelemetry.io/otel/metric v1.36.0/go.mod h1:zC7Ks+yeyJt4xig9DEw9kuUFe5C3zLbVjV2PzT6qzbs=
-go.opentelemetry.io/otel/sdk v1.36.0 h1:b6SYIuLRs88ztox4EyrvRti80uXIFy+Sqzoh9kFULbs=
-go.opentelemetry.io/otel/sdk v1.36.0/go.mod h1:+lC+mTgD+MUWfjJubi2vvXWcVxyr9rmlshZni72pXeY=
-go.opentelemetry.io/otel/sdk/metric v1.36.0 h1:r0ntwwGosWGaa0CrSt8cuNuTcccMXERFwHX4dThiPis=
-go.opentelemetry.io/otel/sdk/metric v1.36.0/go.mod h1:qTNOhFDfKRwX0yXOqJYegL5WRaW376QbB7P4Pb0qva4=
-go.opentelemetry.io/otel/trace v1.36.0 h1:ahxWNuqZjpdiFAyrIoQ4GIiAIhxAunQR6MUoKrsNd4w=
-go.opentelemetry.io/otel/trace v1.36.0/go.mod h1:gQ+OnDZzrybY4k4seLzPAWNwVBBVlF2szhehOBB/tGA=
-golang.org/x/arch v0.18.0 h1:WN9poc33zL4AzGxqf8VtpKUnGvMi8O9lhNyBMF/85qc=
-golang.org/x/arch v0.18.0/go.mod h1:bdwinDaKcfZUGpH09BB7ZmOfhalA8lQdzl62l8gGWsk=
+go.opentelemetry.io/otel v1.38.0 h1:RkfdswUDRimDg0m2Az18RKOsnI8UDzppJAtj01/Ymk8=
+go.opentelemetry.io/otel v1.38.0/go.mod h1:zcmtmQ1+YmQM9wrNsTGV/q/uyusom3P8RxwExxkZhjM=
+go.opentelemetry.io/otel/metric v1.38.0 h1:Kl6lzIYGAh5M159u9NgiRkmoMKjvbsKtYRwgfrA6WpA=
+go.opentelemetry.io/otel/metric v1.38.0/go.mod h1:kB5n/QoRM8YwmUahxvI3bO34eVtQf2i4utNVLr9gEmI=
+go.opentelemetry.io/otel/sdk v1.38.0 h1:l48sr5YbNf2hpCUj/FoGhW9yDkl+Ma+LrVl8qaM5b+E=
+go.opentelemetry.io/otel/sdk v1.38.0/go.mod h1:ghmNdGlVemJI3+ZB5iDEuk4bWA3GkTpW+DOoZMYBVVg=
+go.opentelemetry.io/otel/sdk/metric v1.38.0 h1:aSH66iL0aZqo//xXzQLYozmWrXxyFkBJ6qT5wthqPoM=
+go.opentelemetry.io/otel/sdk/metric v1.38.0/go.mod h1:dg9PBnW9XdQ1Hd6ZnRz689CbtrUp0wMMs9iPcgT9EZA=
+go.opentelemetry.io/otel/trace v1.38.0 h1:Fxk5bKrDZJUH+AMyyIXGcFAPah0oRcT+LuNtJrmcNLE=
+go.opentelemetry.io/otel/trace v1.38.0/go.mod h1:j1P9ivuFsTceSWe1oY+EeW3sc+Pp42sO++GHkg4wwhs=
+go.uber.org/mock v0.6.0 h1:hyF9dfmbgIX5EfOdasqLsWD6xqpNZlXblLB/Dbnwv3Y=
+go.uber.org/mock v0.6.0/go.mod h1:KiVJ4BqZJaMj4svdfmHM0AUx4NJYO8ZNpPnZn1Z+BBU=
+go.yaml.in/yaml/v3 v3.0.4 h1:tfq32ie2Jv2UxXFdLJdh3jXuOzWiL1fo0bu/FbuKpbc=
+go.yaml.in/yaml/v3 v3.0.4/go.mod h1:DhzuOOF2ATzADvBadXxruRBLzYTpT36CKvDb3+aBEFg=
+golang.org/x/arch v0.23.0 h1:lKF64A2jF6Zd8L0knGltUnegD62JMFBiCPBmQpToHhg=
+golang.org/x/arch v0.23.0/go.mod h1:dNHoOeKiyja7GTvF9NJS1l3Z2yntpQNzgrjh1cU103A=
 golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
 golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
 golang.org/x/crypto v0.0.0-20220622213112-05595931fe9d/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4=
@@ -288,8 +337,8 @@ golang.org/x/crypto v0.13.0/go.mod h1:y6Z2r+Rw4iayiXXAIxJIDAJ1zMW4yaTpebo8fPOliY
 golang.org/x/crypto v0.19.0/go.mod h1:Iy9bg/ha4yyC70EfRS8jz+B6ybOBKMaSxLj6P6oBDfU=
 golang.org/x/crypto v0.23.0/go.mod h1:CKFgDieR+mRhux2Lsu27y0fO304Db0wZe70UKqHu0v8=
 golang.org/x/crypto v0.31.0/go.mod h1:kDsLvtWBEx7MV9tJOj9bnXsPbxwJQ6csT/x4KIN4Ssk=
-golang.org/x/crypto v0.41.0 h1:WKYxWedPGCTVVl5+WHSSrOBT0O8lx32+zxmHxijgXp4=
-golang.org/x/crypto v0.41.0/go.mod h1:pO5AFd7FA68rFak7rOAGVuygIISepHftHnr8dr6+sUc=
+golang.org/x/crypto v0.46.0 h1:cKRW/pmt1pKAfetfu+RCEvjvZkA9RimPbh7bhFjGVBU=
+golang.org/x/crypto v0.46.0/go.mod h1:Evb/oLKmMraqjZ2iQTwDwvCtJkczlDuTmdJXoZVzqU0=
 golang.org/x/exp v0.0.0-20250531010427-b6e5de432a8b h1:QoALfVG9rhQ/M7vYDScfPdWjGL9dlsVVM5VGh7aKoAA=
 golang.org/x/exp v0.0.0-20250531010427-b6e5de432a8b/go.mod h1:U6Lno4MTRCDY+Ba7aCcauB9T60gsv5s4ralQzP72ZoQ=
 golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4=
@@ -297,20 +346,23 @@ golang.org/x/mod v0.8.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
 golang.org/x/mod v0.12.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
 golang.org/x/mod v0.15.0/go.mod h1:hTbmBsO62+eylJbnUtE2MGJUyE7QWk4xUqPFrRgJ+7c=
 golang.org/x/mod v0.17.0/go.mod h1:hTbmBsO62+eylJbnUtE2MGJUyE7QWk4xUqPFrRgJ+7c=
+golang.org/x/mod v0.31.0 h1:HaW9xtz0+kOcWKwli0ZXy79Ix+UW/vOfmWI5QVd2tgI=
+golang.org/x/mod v0.31.0/go.mod h1:43JraMp9cGx1Rx3AqioxrbrhNsLl2l/iNAvuBkrezpg=
 golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
 golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg=
 golang.org/x/net v0.0.0-20211112202133-69e39bad7dc2/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y=
 golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c=
 golang.org/x/net v0.6.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs=
+golang.org/x/net v0.7.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs=
 golang.org/x/net v0.10.0/go.mod h1:0qNGK6F8kojg2nk9dLZ2mShWaEBan6FAoqfSigmmuDg=
 golang.org/x/net v0.15.0/go.mod h1:idbUs1IY1+zTqbi8yxTbhexhEEk5ur9LInksu6HrEpk=
 golang.org/x/net v0.21.0/go.mod h1:bIjVDfnllIU7BJ2DNgfnXvpSvtn8VRwhlsaeUTyUS44=
 golang.org/x/net v0.25.0/go.mod h1:JkAGAh7GEvH74S6FOH42FLoXpXbE/aqXSrIQjXgsiwM=
 golang.org/x/net v0.33.0/go.mod h1:HXLR5J+9DxmrqMwG9qjGCxZ+zKXxBru04zlTvWlWuN4=
-golang.org/x/net v0.43.0 h1:lat02VYK2j4aLzMzecihNvTlJNQUq316m2Mr9rnM6YE=
-golang.org/x/net v0.43.0/go.mod h1:vhO1fvI4dGsIjh73sWfUVjj3N7CA9WkKJNQm2svM6Jg=
-golang.org/x/oauth2 v0.30.0 h1:dnDm7JmhM45NNpd8FDDeLhK6FwqbOf4MLCM9zb1BOHI=
-golang.org/x/oauth2 v0.30.0/go.mod h1:B++QgG3ZKulg6sRPGD/mqlHQs5rB3Ml9erfeDY7xKlU=
+golang.org/x/net v0.48.0 h1:zyQRTTrjc33Lhh0fBgT/H3oZq9WuvRR5gPC70xpDiQU=
+golang.org/x/net v0.48.0/go.mod h1:+ndRgGjkh8FGtu1w1FGbEC31if4VrNVMuKTgcAAnQRY=
+golang.org/x/oauth2 v0.34.0 h1:hqK/t4AKgbqWkdkcAeI8XLmbK+4m4G5YeQRrmiotGlw=
+golang.org/x/oauth2 v0.34.0/go.mod h1:lzm5WQJQwKZ3nwavOZ3IS5Aulzxi68dUSgRHujetwEA=
 golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
@@ -318,8 +370,8 @@ golang.org/x/sync v0.3.0/go.mod h1:FU7BRWz2tNW+3quACPkgCx/L+uEAv1htQ0V83Z9Rj+Y=
 golang.org/x/sync v0.6.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
 golang.org/x/sync v0.7.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
 golang.org/x/sync v0.10.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
-golang.org/x/sync v0.16.0 h1:ycBJEhp9p4vXvUZNszeOq0kGTPghopOL8q0fq3vstxw=
-golang.org/x/sync v0.16.0/go.mod h1:1dzgHSNfp02xaA81J2MS99Qcpr2w7fw1gpm99rleRqA=
+golang.org/x/sync v0.19.0 h1:vV+1eWNmZ5geRlYjzm2adRgW2/mcpevXNg50YZtPCE4=
+golang.org/x/sync v0.19.0/go.mod h1:9KTHXmSnoGruLpwFjVSX0lNNA75CykiMECbovNTZqGI=
 golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20191026070338-33540a1f6037/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
@@ -336,8 +388,8 @@ golang.org/x/sys v0.12.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.17.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/sys v0.20.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/sys v0.28.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
-golang.org/x/sys v0.35.0 h1:vz1N37gP5bs89s7He8XuIYXpyY0+QlsKmzipCbUtyxI=
-golang.org/x/sys v0.35.0/go.mod h1:BJP2sWEmIv4KK5OTEluFJCKSidICx8ciO85XgH3Ak8k=
+golang.org/x/sys v0.39.0 h1:CvCKL8MeisomCi6qNZ+wbb0DN9E5AATixKsvNtMoMFk=
+golang.org/x/sys v0.39.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
 golang.org/x/telemetry v0.0.0-20240228155512-f48c80bd79b2/go.mod h1:TeRTkGYfJXctD9OcfyVLyj2J3IxLnKwHJR8f4D8a3YE=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
@@ -347,8 +399,8 @@ golang.org/x/term v0.12.0/go.mod h1:owVbMEjm3cBLCHdkQu9b1opXd4ETQWc3BhuQGKgXgvU=
 golang.org/x/term v0.17.0/go.mod h1:lLRBjIVuehSbZlaOtGMbcMncT+aqLLLmKrsjNrUguwk=
 golang.org/x/term v0.20.0/go.mod h1:8UkIAJTvZgivsXaD6/pH6U9ecQzZ45awqEOzuCvwpFY=
 golang.org/x/term v0.27.0/go.mod h1:iMsnZpn0cago0GOrHO2+Y7u7JPn5AylBrcoWkElMTSM=
-golang.org/x/term v0.34.0 h1:O/2T7POpk0ZZ7MAzMeWFSg6S5IpWd/RXDlM9hgM3DR4=
-golang.org/x/term v0.34.0/go.mod h1:5jC53AEywhIVebHgPVeg0mj8OD3VO9OzclacVrqpaAw=
+golang.org/x/term v0.38.0 h1:PQ5pkm/rLO6HnxFR7N2lJHOZX6Kez5Y1gDSJla6jo7Q=
+golang.org/x/term v0.38.0/go.mod h1:bSEAKrOT1W+VSu9TSCMtoGEOUcKxOKgl3LE5QEF/xVg=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
@@ -359,30 +411,36 @@ golang.org/x/text v0.13.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE=
 golang.org/x/text v0.14.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
 golang.org/x/text v0.15.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
 golang.org/x/text v0.21.0/go.mod h1:4IBbMaMmOPCJ8SecivzSH54+73PCFmPWxNTLm+vZkEQ=
-golang.org/x/text v0.28.0 h1:rhazDwis8INMIwQ4tpjLDzUhx6RlXqZNPEM0huQojng=
-golang.org/x/text v0.28.0/go.mod h1:U8nCwOR8jO/marOQ0QbDiOngZVEBB7MAiitBuMjXiNU=
+golang.org/x/text v0.32.0 h1:ZD01bjUt1FQ9WJ0ClOL5vxgxOI/sVCNgX1YtKwcY0mU=
+golang.org/x/text v0.32.0/go.mod h1:o/rUWzghvpD5TXrTIBuJU77MTaN0ljMWE47kxGJQ7jY=
+golang.org/x/time v0.14.0 h1:MRx4UaLrDotUKUdCIqzPC48t1Y9hANFKIRpNx+Te8PI=
+golang.org/x/time v0.14.0/go.mod h1:eL/Oa2bBBK0TkX57Fyni+NgnyQQN4LitPmob2Hjnqw4=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
 golang.org/x/tools v0.0.0-20191119224855-298f0cb1881e/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
 golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc=
 golang.org/x/tools v0.6.0/go.mod h1:Xwgl3UAJ/d3gWutnCtw505GrjyAbvKui8lOU390QaIU=
 golang.org/x/tools v0.13.0/go.mod h1:HvlwmtVNQAhOuCjW7xxvovg8wbNq7LwfXh/k7wXUl58=
 golang.org/x/tools v0.21.1-0.20240508182429-e35e4ccd0d2d/go.mod h1:aiJjzUbINMkxbQROHiO6hDPo2LHcIPhhQsa9DLh0yGk=
+golang.org/x/tools v0.40.0 h1:yLkxfA+Qnul4cs9QA3KnlFu0lVmd8JJfoq+E41uSutA=
+golang.org/x/tools v0.40.0/go.mod h1:Ik/tzLRlbscWpqqMRjyWYDisX8bG13FrdXp3o4Sr9lc=
 golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
-google.golang.org/api v0.247.0 h1:tSd/e0QrUlLsrwMKmkbQhYVa109qIintOls2Wh6bngc=
-google.golang.org/api v0.247.0/go.mod h1:r1qZOPmxXffXg6xS5uhx16Fa/UFY8QU/K4bfKrnvovM=
-google.golang.org/genai v1.17.0 h1:lXYSnWShPYjxTouxRj0zF8RsNmSF+SKo7SQ7dM35NlI=
-google.golang.org/genai v1.17.0/go.mod h1:QPj5NGJw+3wEOHg+PrsWwJKvG6UC84ex5FR7qAYsN/M=
+gonum.org/v1/gonum v0.16.0 h1:5+ul4Swaf3ESvrOnidPp4GZbzf0mxVQpDCYUQE7OJfk=
+gonum.org/v1/gonum v0.16.0/go.mod h1:fef3am4MQ93R2HHpKnLk4/Tbh/s0+wqD5nfa6Pnwy4E=
+google.golang.org/api v0.258.0 h1:IKo1j5FBlN74fe5isA2PVozN3Y5pwNKriEgAXPOkDAc=
+google.golang.org/api v0.258.0/go.mod h1:qhOMTQEZ6lUps63ZNq9jhODswwjkjYYguA7fA3TBFww=
+google.golang.org/genai v1.40.0 h1:kYxyQSH+vsib8dvsgyLJzsVEIv5k3ZmHJyVqdvGncmc=
+google.golang.org/genai v1.40.0/go.mod h1:A3kkl0nyBjyFlNjgxIwKq70julKbIxpSxqKO5gw/gmk=
 google.golang.org/genproto v0.0.0-20250603155806-513f23925822 h1:rHWScKit0gvAPuOnu87KpaYtjK5zBMLcULh7gxkCXu4=
 google.golang.org/genproto v0.0.0-20250603155806-513f23925822/go.mod h1:HubltRL7rMh0LfnQPkMH4NPDFEWp0jw3vixw7jEM53s=
-google.golang.org/genproto/googleapis/api v0.0.0-20250818200422-3122310a409c h1:AtEkQdl5b6zsybXcbz00j1LwNodDuH6hVifIaNqk7NQ=
-google.golang.org/genproto/googleapis/api v0.0.0-20250818200422-3122310a409c/go.mod h1:ea2MjsO70ssTfCjiwHgI0ZFqcw45Ksuk2ckf9G468GA=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20250818200422-3122310a409c h1:qXWI/sQtv5UKboZ/zUk7h+mrf/lXORyI+n9DKDAusdg=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20250818200422-3122310a409c/go.mod h1:gw1tLEfykwDz2ET4a12jcXt4couGAm7IwsVaTy0Sflo=
-google.golang.org/grpc v1.74.2 h1:WoosgB65DlWVC9FqI82dGsZhWFNBSLjQ84bjROOpMu4=
-google.golang.org/grpc v1.74.2/go.mod h1:CtQ+BGjaAIXHs/5YS3i473GqwBBa1zGQNevxdeBEXrM=
-google.golang.org/protobuf v1.36.7 h1:IgrO7UwFQGJdRNXH/sQux4R1Dj1WAKcLElzeeRaXV2A=
-google.golang.org/protobuf v1.36.7/go.mod h1:jduwjTPXsFjZGTmRluh+L6NjiWu7pchiJ2/5YcXBHnY=
+google.golang.org/genproto/googleapis/api v0.0.0-20251029180050-ab9386a59fda h1:+2XxjfsAu6vqFxwGBRcHiMaDCuZiqXGDUDVWVtrFAnE=
+google.golang.org/genproto/googleapis/api v0.0.0-20251029180050-ab9386a59fda/go.mod h1:fDMmzKV90WSg1NbozdqrE64fkuTv6mlq2zxo9ad+3yo=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20251213004720-97cd9d5aeac2 h1:2I6GHUeJ/4shcDpoUlLs/2WPnhg7yJwvXtqcMJt9liA=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20251213004720-97cd9d5aeac2/go.mod h1:7i2o+ce6H/6BluujYR+kqX3GKH+dChPTQU19wjRPiGk=
+google.golang.org/grpc v1.78.0 h1:K1XZG/yGDJnzMdd/uZHAkVqJE+xIDOcmdSFZkBUicNc=
+google.golang.org/grpc v1.78.0/go.mod h1:I47qjTo4OKbMkjA/aOOwxDIiPSBofUtQUI5EfpWvW7U=
+google.golang.org/protobuf v1.36.11 h1:fV6ZwhNocDyBLK0dj+fg8ektcVegBBuEolpbTQyBNVE=
+google.golang.org/protobuf v1.36.11/go.mod h1:HTf+CrKn2C3g5S8VImy6tdcUvCska2kB7j23XfzDpco=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20190902080502-41f04d3bba15/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
@@ -394,4 +452,3 @@ gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ=
 gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
 gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
-nullprogram.com/x/optparse v1.0.0/go.mod h1:KdyPE+Igbe0jQUrVfMqDMeJQIJZEuyV7pjYmp6pbG50=

internal/cli/flags.go

@@ -8,6 +8,7 @@ import (
 	"os"
 	"path/filepath"
 	"reflect"
+	"slices"
 	"strconv"
 	"strings"
 
@@ -115,7 +116,7 @@ func Init() (ret *Flags, err error) {
 
 	// Create mapping from flag names (both short and long) to yaml tag names
 	flagToYamlTag := make(map[string]string)
-	t := reflect.TypeOf(Flags{})
+	t := reflect.TypeFor[Flags]()
 	for i := 0; i < t.NumField(); i++ {
 		field := t.Field(i)
 		yamlTag := field.Tag.Get("yaml")
@@ -224,14 +225,14 @@ func Init() (ret *Flags, err error) {
 }
 
 func parseDebugLevel(args []string) int {
-	for i := 0; i < len(args); i++ {
+	for i := range args {
 		arg := args[i]
 		if arg == "--debug" && i+1 < len(args) {
 			if lvl, err := strconv.Atoi(args[i+1]); err == nil {
 				return lvl
 			}
-		} else if strings.HasPrefix(arg, "--debug=") {
-			if lvl, err := strconv.Atoi(strings.TrimPrefix(arg, "--debug=")); err == nil {
+		} else if after, ok := strings.CutPrefix(arg, "--debug="); ok {
+			if lvl, err := strconv.Atoi(after); err == nil {
 				return lvl
 			}
 		}
@@ -241,8 +242,8 @@ func parseDebugLevel(args []string) int {
 
 func extractFlag(arg string) string {
 	var flag string
-	if strings.HasPrefix(arg, "--") {
-		flag = strings.TrimPrefix(arg, "--")
+	if after, ok := strings.CutPrefix(arg, "--"); ok {
+		flag = after
 		if i := strings.Index(flag, "="); i > 0 {
 			flag = flag[:i]
 		}
@@ -282,30 +283,30 @@ func assignWithConversion(targetField, sourceField reflect.Value) error {
 				return nil
 			}
 		}
-		return fmt.Errorf("%s", fmt.Sprintf(i18n.T("cannot_convert_string"), str, targetField.Kind()))
+		return fmt.Errorf(i18n.T("cannot_convert_string"), str, targetField.Kind())
 	}
 
-	return fmt.Errorf("%s", fmt.Sprintf(i18n.T("unsupported_conversion"), sourceField.Kind(), targetField.Kind()))
+	return fmt.Errorf(i18n.T("unsupported_conversion"), sourceField.Kind(), targetField.Kind())
 }
 
 func loadYAMLConfig(configPath string) (*Flags, error) {
 	absPath, err := util.GetAbsolutePath(configPath)
 	if err != nil {
-		return nil, fmt.Errorf("%s", fmt.Sprintf(i18n.T("invalid_config_path"), err))
+		return nil, fmt.Errorf(i18n.T("invalid_config_path"), err)
 	}
 
 	data, err := os.ReadFile(absPath)
 	if err != nil {
 		if os.IsNotExist(err) {
-			return nil, fmt.Errorf("%s", fmt.Sprintf(i18n.T("config_file_not_found"), absPath))
+			return nil, fmt.Errorf(i18n.T("config_file_not_found"), absPath)
 		}
-		return nil, fmt.Errorf("%s", fmt.Sprintf(i18n.T("error_reading_config_file"), err))
+		return nil, fmt.Errorf(i18n.T("error_reading_config_file"), err)
 	}
 
 	// Use the existing Flags struct for YAML unmarshal
 	config := &Flags{}
 	if err := yaml.Unmarshal(data, config); err != nil {
-		return nil, fmt.Errorf("%s", fmt.Sprintf(i18n.T("error_parsing_config_file"), err))
+		return nil, fmt.Errorf(i18n.T("error_parsing_config_file"), err)
 	}
 
 	debuglog.Debug(debuglog.Detailed, "Config: %v\n", config)
@@ -323,7 +324,7 @@ func readStdin() (ret string, err error) {
 				sb.WriteString(line)
 				break
 			}
-			err = fmt.Errorf("%s", fmt.Sprintf(i18n.T("error_reading_piped_message"), readErr))
+			err = fmt.Errorf(i18n.T("error_reading_piped_message"), readErr)
 			return
 		} else {
 			sb.WriteString(line)
@@ -341,20 +342,18 @@ func validateImageFile(imagePath string) error {
 
 	// Check if file already exists
 	if _, err := os.Stat(imagePath); err == nil {
-		return fmt.Errorf("%s", fmt.Sprintf(i18n.T("image_file_already_exists"), imagePath))
+		return fmt.Errorf(i18n.T("image_file_already_exists"), imagePath)
 	}
 
 	// Check file extension
 	ext := strings.ToLower(filepath.Ext(imagePath))
 	validExtensions := []string{".png", ".jpeg", ".jpg", ".webp"}
 
-	for _, validExt := range validExtensions {
-		if ext == validExt {
-			return nil // Valid extension found
-		}
+	if slices.Contains(validExtensions, ext) {
+		return nil // Valid extension found
 	}
 
-	return fmt.Errorf("%s", fmt.Sprintf(i18n.T("invalid_image_file_extension"), ext))
+	return fmt.Errorf(i18n.T("invalid_image_file_extension"), ext)
 }
 
 // validateImageParameters validates image generation parameters
@@ -370,45 +369,27 @@ func validateImageParameters(imagePath, size, quality, background string, compre
 	// Validate size
 	if size != "" {
 		validSizes := []string{"1024x1024", "1536x1024", "1024x1536", "auto"}
-		valid := false
-		for _, validSize := range validSizes {
-			if size == validSize {
-				valid = true
-				break
-			}
-		}
+		valid := slices.Contains(validSizes, size)
 		if !valid {
-			return fmt.Errorf("%s", fmt.Sprintf(i18n.T("invalid_image_size"), size))
+			return fmt.Errorf(i18n.T("invalid_image_size"), size)
 		}
 	}
 
 	// Validate quality
 	if quality != "" {
 		validQualities := []string{"low", "medium", "high", "auto"}
-		valid := false
-		for _, validQuality := range validQualities {
-			if quality == validQuality {
-				valid = true
-				break
-			}
-		}
+		valid := slices.Contains(validQualities, quality)
 		if !valid {
-			return fmt.Errorf("%s", fmt.Sprintf(i18n.T("invalid_image_quality"), quality))
+			return fmt.Errorf(i18n.T("invalid_image_quality"), quality)
 		}
 	}
 
 	// Validate background
 	if background != "" {
 		validBackgrounds := []string{"opaque", "transparent"}
-		valid := false
-		for _, validBackground := range validBackgrounds {
-			if background == validBackground {
-				valid = true
-				break
-			}
-		}
+		valid := slices.Contains(validBackgrounds, background)
 		if !valid {
-			return fmt.Errorf("%s", fmt.Sprintf(i18n.T("invalid_image_background"), background))
+			return fmt.Errorf(i18n.T("invalid_image_background"), background)
 		}
 	}
 
@@ -418,17 +399,17 @@ func validateImageParameters(imagePath, size, quality, background string, compre
 	// Validate compression (only for jpeg/webp)
 	if compression != 0 { // 0 means not set
 		if ext != ".jpg" && ext != ".jpeg" && ext != ".webp" {
-			return fmt.Errorf("%s", fmt.Sprintf(i18n.T("image_compression_jpeg_webp_only"), ext))
+			return fmt.Errorf(i18n.T("image_compression_jpeg_webp_only"), ext)
 		}
 		if compression < 0 || compression > 100 {
-			return fmt.Errorf("%s", fmt.Sprintf(i18n.T("image_compression_range_error"), compression))
+			return fmt.Errorf(i18n.T("image_compression_range_error"), compression)
 		}
 	}
 
 	// Validate background transparency (only for png/webp)
 	if background == "transparent" {
 		if ext != ".png" && ext != ".webp" {
-			return fmt.Errorf("%s", fmt.Sprintf(i18n.T("transparent_background_png_webp_only"), ext))
+			return fmt.Errorf(i18n.T("transparent_background_png_webp_only"), ext)
 		}
 	}
 

internal/cli/help.go

@@ -137,8 +137,7 @@ func (h *TranslatedHelpWriter) getTranslatedDescription(flagName string) string
 
 // getOriginalDescription retrieves the original description from struct tags
 func (h *TranslatedHelpWriter) getOriginalDescription(flagName string) string {
-	flags := &Flags{}
-	flagsType := reflect.TypeOf(flags).Elem()
+	flagsType := reflect.TypeFor[Flags]()
 
 	for i := 0; i < flagsType.NumField(); i++ {
 		field := flagsType.Field(i)
@@ -184,10 +183,10 @@ func detectLanguageFromArgs() string {
 			if i+1 < len(args) {
 				return args[i+1]
 			}
-		} else if strings.HasPrefix(arg, "--language=") {
-			return strings.TrimPrefix(arg, "--language=")
-		} else if strings.HasPrefix(arg, "-g=") {
-			return strings.TrimPrefix(arg, "-g=")
+		} else if after, ok := strings.CutPrefix(arg, "--language="); ok {
+			return after
+		} else if after, ok := strings.CutPrefix(arg, "-g="); ok {
+			return after
 		} else if runtime.GOOS == "windows" && strings.HasPrefix(arg, "/g:") {
 			return strings.TrimPrefix(arg, "/g:")
 		} else if runtime.GOOS == "windows" && strings.HasPrefix(arg, "/g=") {
@@ -218,8 +217,7 @@ func detectLanguageFromEnv() string {
 // writeAllFlags writes all flags with translated descriptions
 func (h *TranslatedHelpWriter) writeAllFlags() {
 	// Use direct reflection on the Flags struct to get all flag definitions
-	flags := &Flags{}
-	flagsType := reflect.TypeOf(flags).Elem()
+	flagsType := reflect.TypeFor[Flags]()
 
 	for i := 0; i < flagsType.NumField(); i++ {
 		field := flagsType.Field(i)
@@ -274,10 +272,7 @@ func (h *TranslatedHelpWriter) writeAllFlags() {
 
 		// Pad to align descriptions
 		flagStr := flagLine.String()
-		padding := 34 - len(flagStr)
-		if padding < 2 {
-			padding = 2
-		}
+		padding := max(34-len(flagStr), 2)
 
 		fmt.Fprintf(h.writer, "%s%s%s", flagStr, strings.Repeat(" ", padding), description)
 

internal/cli/listing.go

@@ -30,6 +30,28 @@ func handleListingCommands(currentFlags *Flags, fabricDb *fsdb.Db, registry *cor
 	}
 
 	if currentFlags.ListPatterns {
+		// Check if patterns exist before listing
+		var names []string
+		if names, err = fabricDb.Patterns.GetNames(); err != nil {
+			return true, err
+		}
+
+		if len(names) == 0 && !currentFlags.ShellCompleteOutput {
+			// No patterns found - provide helpful guidance
+			fmt.Println("\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━")
+			fmt.Println(i18n.T("patterns_not_found_header"))
+			fmt.Println("━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━")
+			fmt.Printf("\n%s\n", i18n.T("patterns_required_to_work"))
+			fmt.Println()
+			fmt.Println(i18n.T("patterns_option_run_setup"))
+			fmt.Printf("  %s\n", i18n.T("patterns_option_run_setup_command"))
+			fmt.Println()
+			fmt.Println(i18n.T("patterns_option_run_update"))
+			fmt.Printf("  %s\n", i18n.T("patterns_option_run_update_command"))
+			fmt.Println()
+			return true, nil
+		}
+
 		err = fabricDb.Patterns.ListNames(currentFlags.ShellCompleteOutput)
 		return true, err
 	}
@@ -39,6 +61,11 @@ func handleListingCommands(currentFlags *Flags, fabricDb *fsdb.Db, registry *cor
 		if models, err = registry.VendorManager.GetModels(); err != nil {
 			return true, err
 		}
+
+		if currentFlags.Vendor != "" {
+			models = models.FilterByVendor(currentFlags.Vendor)
+		}
+
 		if currentFlags.ShellCompleteOutput {
 			models.Print(true)
 		} else {

internal/cli/output.go

@@ -4,6 +4,7 @@ import (
 	"fmt"
 	"os"
 	"path/filepath"
+	"slices"
 	"strings"
 
 	"github.com/atotto/clipboard"
@@ -13,19 +14,19 @@ import (
 
 func CopyToClipboard(message string) (err error) {
 	if err = clipboard.WriteAll(message); err != nil {
-		err = fmt.Errorf("%s", fmt.Sprintf(i18n.T("could_not_copy_to_clipboard"), err))
+		err = fmt.Errorf(i18n.T("could_not_copy_to_clipboard"), err)
 	}
 	return
 }
 
 func CreateOutputFile(message string, fileName string) (err error) {
 	if _, err = os.Stat(fileName); err == nil {
-		err = fmt.Errorf("%s", fmt.Sprintf(i18n.T("file_already_exists_not_overwriting"), fileName))
+		err = fmt.Errorf(i18n.T("file_already_exists_not_overwriting"), fileName)
 		return
 	}
 	var file *os.File
 	if file, err = os.Create(fileName); err != nil {
-		err = fmt.Errorf("%s", fmt.Sprintf(i18n.T("error_creating_file"), err))
+		err = fmt.Errorf(i18n.T("error_creating_file"), err)
 		return
 	}
 	defer file.Close()
@@ -33,7 +34,7 @@ func CreateOutputFile(message string, fileName string) (err error) {
 		message += "\n"
 	}
 	if _, err = file.WriteString(message); err != nil {
-		err = fmt.Errorf("%s", fmt.Sprintf(i18n.T("error_writing_to_file"), err))
+		err = fmt.Errorf(i18n.T("error_writing_to_file"), err)
 	} else {
 		debuglog.Log("\n\n[Output also written to %s]\n", fileName)
 	}
@@ -50,13 +51,13 @@ func CreateAudioOutputFile(audioData []byte, fileName string) (err error) {
 	// File existence check is now done in the CLI layer before TTS generation
 	var file *os.File
 	if file, err = os.Create(fileName); err != nil {
-		err = fmt.Errorf("%s", fmt.Sprintf(i18n.T("error_creating_audio_file"), err))
+		err = fmt.Errorf(i18n.T("error_creating_audio_file"), err)
 		return
 	}
 	defer file.Close()
 
 	if _, err = file.Write(audioData); err != nil {
-		err = fmt.Errorf("%s", fmt.Sprintf(i18n.T("error_writing_audio_data"), err))
+		err = fmt.Errorf(i18n.T("error_writing_audio_data"), err)
 	}
 	// No redundant output message here - the CLI layer handles success messaging
 	return
@@ -66,10 +67,5 @@ func CreateAudioOutputFile(audioData []byte, fileName string) (err error) {
 func IsAudioFormat(fileName string) bool {
 	ext := strings.ToLower(filepath.Ext(fileName))
 	audioExts := []string{".wav", ".mp3", ".m4a", ".aac", ".ogg", ".flac"}
-	for _, audioExt := range audioExts {
-		if ext == audioExt {
-			return true
-		}
-	}
-	return false
+	return slices.Contains(audioExts, ext)
 }

internal/cli/transcribe.go

@@ -17,8 +17,9 @@ func handleTranscription(flags *Flags, registry *core.PluginRegistry) (message s
 	if vendorName == "" {
 		vendorName = "OpenAI"
 	}
-	vendor, ok := registry.VendorManager.VendorsByName[vendorName]
-	if !ok {
+
+	vendor := registry.VendorManager.FindByName(vendorName)
+	if vendor == nil {
 		return "", fmt.Errorf("%s", fmt.Sprintf(i18n.T("vendor_not_configured"), vendorName))
 	}
 	tr, ok := vendor.(transcriber)

internal/core/chatter.go

@@ -32,11 +32,9 @@ type Chatter struct {
 
 // Send processes a chat request and applies file changes for create_coding_feature pattern
 func (o *Chatter) Send(request *domain.ChatRequest, opts *domain.ChatOptions) (session *fsdb.Session, err error) {
-	modelToUse := opts.Model
-	if modelToUse == "" {
-		modelToUse = o.model
-	}
-	if o.vendor.NeedsRawMode(modelToUse) {
+	// Use o.model (normalized) for NeedsRawMode check instead of opts.Model
+	// This ensures case-insensitive model names work correctly (e.g., "GPT-5" → "gpt-5")
+	if o.vendor.NeedsRawMode(o.model) {
 		opts.Raw = true
 	}
 	if session, err = o.BuildSession(request, opts.Raw); err != nil {
@@ -55,9 +53,9 @@ func (o *Chatter) Send(request *domain.ChatRequest, opts *domain.ChatOptions) (s
 		return
 	}
 
-	if opts.Model == "" {
-		opts.Model = o.model
-	}
+	// Always use the normalized model name from the Chatter
+	// This handles cases where user provides "GPT-5" but we've normalized it to "gpt-5"
+	opts.Model = o.model
 
 	if opts.ModelContextLength == 0 {
 		opts.ModelContextLength = o.modelContextLength

internal/core/plugin_registry.go

@@ -176,29 +176,178 @@ func (o *PluginRegistry) SaveEnvFile() (err error) {
 }
 
 func (o *PluginRegistry) Setup() (err error) {
-	setupQuestion := plugins.NewSetupQuestion("Enter the number of the plugin to setup")
-	groupsPlugins := util.NewGroupsItemsSelector("Available plugins (please configure all required plugins):",
+	// Check if this is a first-time setup
+	isFirstRun := o.isFirstTimeSetup()
+
+	if isFirstRun {
+		err = o.runFirstTimeSetup()
+	} else {
+		err = o.runInteractiveSetup()
+	}
+
+	if err != nil {
+		return
+	}
+
+	// Validate setup after completion
+	o.validateSetup()
+
+	return
+}
+
+// isFirstTimeSetup checks if this is a first-time setup
+func (o *PluginRegistry) isFirstTimeSetup() bool {
+	// Check if patterns and strategies are not configured
+	patternsConfigured := o.PatternsLoader.IsConfigured()
+	strategiesConfigured := o.Strategies.IsConfigured()
+	hasVendor := len(o.VendorManager.Vendors) > 0
+
+	return !patternsConfigured || !strategiesConfigured || !hasVendor
+}
+
+// runFirstTimeSetup handles first-time setup with automatic pattern/strategy download
+func (o *PluginRegistry) runFirstTimeSetup() (err error) {
+	fmt.Println("\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━")
+	fmt.Println(i18n.T("setup_welcome_header"))
+	fmt.Println("━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━")
+
+	// Step 1: Download patterns (required, automatic)
+	if !o.PatternsLoader.IsConfigured() {
+		fmt.Printf("\n%s\n", i18n.T("setup_step_downloading_patterns"))
+		if err = o.PatternsLoader.Setup(); err != nil {
+			return fmt.Errorf(i18n.T("setup_failed_download_patterns"), err)
+		}
+		if err = o.SaveEnvFile(); err != nil {
+			return
+		}
+	}
+
+	// Step 2: Download strategies (required, automatic)
+	if !o.Strategies.IsConfigured() {
+		fmt.Printf("\n%s\n", i18n.T("setup_step_downloading_strategies"))
+		if err = o.Strategies.Setup(); err != nil {
+			return fmt.Errorf(i18n.T("setup_failed_download_strategies"), err)
+		}
+		if err = o.SaveEnvFile(); err != nil {
+			return
+		}
+	}
+
+	// Step 3: Configure AI vendor (interactive)
+	if len(o.VendorManager.Vendors) == 0 {
+		fmt.Printf("\n%s\n", i18n.T("setup_step_configure_ai_provider"))
+		fmt.Printf("   %s\n", i18n.T("setup_ai_provider_required"))
+		fmt.Printf("   %s\n", i18n.T("setup_add_more_providers_later"))
+		fmt.Println()
+
+		if err = o.runVendorSetup(); err != nil {
+			return
+		}
+	}
+
+	// Step 4: Set default vendor and model
+	if !o.Defaults.IsConfigured() {
+		fmt.Printf("\n%s\n", i18n.T("setup_step_setting_defaults"))
+		if err = o.Defaults.Setup(); err != nil {
+			return fmt.Errorf(i18n.T("setup_failed_set_defaults"), err)
+		}
+		if err = o.SaveEnvFile(); err != nil {
+			return
+		}
+	}
+
+	fmt.Println("\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━")
+	fmt.Println(i18n.T("setup_complete_header"))
+	fmt.Println("━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━")
+	fmt.Printf("\n%s\n", i18n.T("setup_next_steps"))
+	fmt.Printf("  %s\n", i18n.T("setup_list_patterns"))
+	fmt.Printf("  %s\n", i18n.T("setup_try_pattern"))
+	fmt.Printf("  %s\n", i18n.T("setup_configure_more"))
+	fmt.Println()
+
+	return
+}
+
+// runVendorSetup helps user select and configure their first AI vendor
+func (o *PluginRegistry) runVendorSetup() (err error) {
+	setupQuestion := plugins.NewSetupQuestion("Enter the number of the AI provider to configure")
+	groupsPlugins := util.NewGroupsItemsSelector(i18n.T("setup_available_ai_providers"),
 		func(plugin plugins.Plugin) string {
-			var configuredLabel string
-			if plugin.IsConfigured() {
-				configuredLabel = " (configured)"
-			} else {
-				configuredLabel = ""
-			}
-			return fmt.Sprintf("%v%v", plugin.GetSetupDescription(), configuredLabel)
+			return plugin.GetSetupDescription()
 		})
 
-	groupsPlugins.AddGroupItems("AI Vendors [at least one, required]", lo.Map(o.VendorsAll.Vendors,
+	groupsPlugins.AddGroupItems("", lo.Map(o.VendorsAll.Vendors,
 		func(vendor ai.Vendor, _ int) plugins.Plugin {
 			return vendor
 		})...)
 
-	groupsPlugins.AddGroupItems("Tools", o.CustomPatterns, o.Defaults, o.Jina, o.Language, o.PatternsLoader, o.Strategies, o.YouTube)
+	groupsPlugins.Print(false)
+
+	if answerErr := setupQuestion.Ask(i18n.T("setup_enter_ai_provider_number")); answerErr != nil {
+		return answerErr
+	}
+
+	if setupQuestion.Value == "" {
+		return fmt.Errorf("%s", i18n.T("setup_no_ai_provider_selected"))
+	}
+
+	number, parseErr := strconv.Atoi(setupQuestion.Value)
+	if parseErr != nil {
+		return fmt.Errorf(i18n.T("setup_invalid_selection"), setupQuestion.Value)
+	}
+
+	var plugin plugins.Plugin
+	if _, plugin, err = groupsPlugins.GetGroupAndItemByItemNumber(number); err != nil {
+		return
+	}
+
+	if pluginSetupErr := plugin.Setup(); pluginSetupErr != nil {
+		return pluginSetupErr
+	}
+
+	if err = o.SaveEnvFile(); err != nil {
+		return
+	}
+
+	if o.VendorManager.FindByName(plugin.GetName()) == nil {
+		if vendor, ok := plugin.(ai.Vendor); ok {
+			o.VendorManager.AddVendors(vendor)
+		}
+	}
+
+	return
+}
+
+// runInteractiveSetup runs the standard interactive setup menu
+func (o *PluginRegistry) runInteractiveSetup() (err error) {
+	setupQuestion := plugins.NewSetupQuestion(i18n.T("setup_plugin_prompt"))
+	groupsPlugins := util.NewGroupsItemsSelector(i18n.T("setup_available_plugins"),
+		func(plugin plugins.Plugin) string {
+			var configuredLabel string
+			if plugin.IsConfigured() {
+				configuredLabel = i18n.T("plugin_configured")
+			} else {
+				configuredLabel = i18n.T("plugin_not_configured")
+			}
+			return fmt.Sprintf("%v%v", plugin.GetSetupDescription(), configuredLabel)
+		})
+
+	// Add vendors first under REQUIRED section
+	groupsPlugins.AddGroupItems(i18n.T("setup_required_configuration_header"), lo.Map(o.VendorsAll.Vendors,
+		func(vendor ai.Vendor, _ int) plugins.Plugin {
+			return vendor
+		})...)
+
+	// Add required tools
+	groupsPlugins.AddGroupItems(i18n.T("setup_required_tools"), o.Defaults, o.PatternsLoader, o.Strategies)
+
+	// Add optional tools
+	groupsPlugins.AddGroupItems(i18n.T("setup_optional_configuration_header"), o.CustomPatterns, o.Jina, o.Language, o.YouTube)
 
 	for {
 		groupsPlugins.Print(false)
 
-		if answerErr := setupQuestion.Ask("Plugin Number"); answerErr != nil {
+		if answerErr := setupQuestion.Ask(i18n.T("setup_plugin_number")); answerErr != nil {
 			break
 		}
 
@@ -222,9 +371,8 @@ func (o *PluginRegistry) Setup() (err error) {
 				}
 			}
 
-			if _, ok := o.VendorManager.VendorsByName[plugin.GetName()]; !ok {
-				var vendor ai.Vendor
-				if vendor, ok = plugin.(ai.Vendor); ok {
+			if o.VendorManager.FindByName(plugin.GetName()) == nil {
+				if vendor, ok := plugin.(ai.Vendor); ok {
 					o.VendorManager.AddVendors(vendor)
 				}
 			}
@@ -238,6 +386,58 @@ func (o *PluginRegistry) Setup() (err error) {
 	return
 }
 
+// validateSetup checks if required components are configured and warns user
+func (o *PluginRegistry) validateSetup() {
+	fmt.Println("\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━")
+	fmt.Println(i18n.T("setup_validation_header"))
+	fmt.Println("━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━")
+
+	missingRequired := false
+
+	// Check AI vendor
+	if len(o.VendorManager.Vendors) > 0 {
+		fmt.Printf("  %s\n", i18n.T("setup_validation_ai_provider_configured"))
+	} else {
+		fmt.Printf("  %s\n", i18n.T("setup_validation_ai_provider_missing"))
+		missingRequired = true
+	}
+
+	// Check default model
+	if o.Defaults.IsConfigured() {
+		fmt.Printf("  %s\n", fmt.Sprintf(i18n.T("setup_validation_defaults_configured"), o.Defaults.Vendor.Value, o.Defaults.Model.Value))
+	} else {
+		fmt.Printf("  %s\n", i18n.T("setup_validation_defaults_missing"))
+		missingRequired = true
+	}
+
+	// Check patterns
+	if o.PatternsLoader.IsConfigured() {
+		fmt.Printf("  %s\n", i18n.T("setup_validation_patterns_configured"))
+	} else {
+		fmt.Printf("  %s\n", i18n.T("setup_validation_patterns_missing"))
+		missingRequired = true
+	}
+
+	// Check strategies
+	if o.Strategies.IsConfigured() {
+		fmt.Printf("  %s\n", i18n.T("setup_validation_strategies_configured"))
+	} else {
+		fmt.Printf("  %s\n", i18n.T("setup_validation_strategies_missing"))
+		missingRequired = true
+	}
+
+	fmt.Println("━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━")
+
+	if missingRequired {
+		fmt.Printf("\n%s\n", i18n.T("setup_validation_incomplete_warning"))
+		fmt.Printf("   %s\n", i18n.T("setup_validation_incomplete_help"))
+		fmt.Println()
+	} else {
+		fmt.Printf("\n%s\n", i18n.T("setup_validation_complete"))
+		fmt.Println()
+	}
+}
+
 func (o *PluginRegistry) SetupVendor(vendorName string) (err error) {
 	if err = o.VendorsAll.SetupVendor(vendorName, o.VendorManager.VendorsByName); err != nil {
 		return
@@ -330,11 +530,22 @@ func (o *PluginRegistry) GetChatter(model string, modelContextLength int, vendor
 		if models, err = vendorManager.GetModels(); err != nil {
 			return
 		}
+
+		// Normalize model name to match actual available model (case-insensitive)
+		// This must be done BEFORE checking vendor availability
+		actualModelName := models.FindModelNameCaseInsensitive(model)
+		if actualModelName != "" {
+			model = actualModelName // Use normalized name for all subsequent checks
+		}
+
 		if vendorName != "" {
 			// ensure vendor exists and provides model
 			ret.vendor = vendorManager.FindByName(vendorName)
 			availableVendors := models.FindGroupsByItem(model)
-			if ret.vendor == nil || !lo.Contains(availableVendors, vendorName) {
+			vendorAvailable := lo.ContainsBy(availableVendors, func(name string) bool {
+				return strings.EqualFold(name, vendorName)
+			})
+			if ret.vendor == nil || !vendorAvailable {
 				err = fmt.Errorf("model %s not available for vendor %s", model, vendorName)
 				return
 			}
@@ -345,6 +556,7 @@ func (o *PluginRegistry) GetChatter(model string, modelContextLength int, vendor
 			}
 			ret.vendor = vendorManager.FindByName(models.FindGroupsByItemFirst(model))
 		}
+
 		ret.model = model
 	}
 

internal/domain/file_manager.go

@@ -5,6 +5,7 @@ import (
 	"fmt"
 	"os"
 	"path/filepath"
+	"slices"
 	"strings"
 )
 
@@ -146,14 +147,7 @@ func fixInvalidEscapes(jsonStr string) string {
 		// Check for escape sequences only inside strings
 		if inQuotes && ch == '\\' && i+1 < len(jsonStr) {
 			nextChar := jsonStr[i+1]
-			isValid := false
-
-			for _, validEscape := range validEscapes {
-				if nextChar == validEscape {
-					isValid = true
-					break
-				}
-			}
+			isValid := slices.Contains(validEscapes, nextChar)
 
 			if !isValid {
 				// Invalid escape sequence - add an extra backslash

internal/i18n/locales/de.json

@@ -1,165 +1,289 @@
 {
-  "html_readability_error": "verwende ursprüngliche Eingabe, da HTML-Lesbarkeit nicht angewendet werden kann",
-  "vendor_not_configured": "Anbieter %s ist nicht konfiguriert",
-  "vendor_no_transcription_support": "Anbieter %s unterstützt keine Audio-Transkription",
-  "transcription_model_required": "Transkriptionsmodell ist erforderlich (verwende --transcribe-model)",
-  "youtube_not_configured": "YouTube ist nicht konfiguriert, bitte führe das Setup-Verfahren aus",
-  "youtube_api_key_required": "YouTube API-Schlüssel für Kommentare und Metadaten erforderlich. Führe 'fabric --setup' aus, um zu konfigurieren",
-  "youtube_ytdlp_not_found": "yt-dlp wurde nicht in PATH gefunden. Bitte installiere yt-dlp, um die YouTube-Transkript-Funktionalität zu nutzen",
-  "youtube_invalid_url": "ungültige YouTube-URL, kann keine Video- oder Playlist-ID abrufen: '%s'",
-  "youtube_url_is_playlist_not_video": "URL ist eine Playlist, kein Video",
-  "youtube_no_video_id_found": "keine Video-ID in URL gefunden",
-  "youtube_rate_limit_exceeded": "YouTube-Ratenlimit überschritten. Versuche es später erneut oder verwende andere yt-dlp-Argumente wie '--sleep-requests 1', um Anfragen zu verlangsamen.",
-  "youtube_auth_required_bot_detection": "YouTube erfordert Authentifizierung (Bot-Erkennung). Verwende --yt-dlp-args='--cookies-from-browser BROWSER' wobei BROWSER chrome, firefox, brave usw. sein kann.",
-  "youtube_ytdlp_stderr_error": "Fehler beim Lesen von yt-dlp stderr",
-  "youtube_invalid_ytdlp_arguments": "ungültige yt-dlp-Argumente: %v",
-  "youtube_failed_create_temp_dir": "temporäres Verzeichnis konnte nicht erstellt werden: %v",
-  "youtube_no_transcript_content": "kein Transkriptinhalt in VTT-Datei gefunden",
-  "youtube_no_vtt_files_found": "keine VTT-Dateien im Verzeichnis gefunden",
-  "youtube_failed_walk_directory": "Verzeichnis konnte nicht durchlaufen werden: %v",
-  "youtube_error_getting_video_details": "Fehler beim Abrufen der Videodetails: %v",
-  "youtube_invalid_duration_string": "ungültige Dauer-Zeichenfolge: %s",
-  "youtube_error_getting_metadata": "Fehler beim Abrufen der Video-Metadaten: %v",
-  "youtube_error_parsing_duration": "Fehler beim Parsen der Videodauer: %v",
-  "youtube_error_getting_comments": "Fehler beim Abrufen der Kommentare: %v",
-  "youtube_error_saving_csv": "Fehler beim Speichern der Videos in CSV: %v",
-  "youtube_no_video_found_with_id": "kein Video mit ID gefunden: %s",
-  "youtube_invalid_timestamp_format": "ungültiges Zeitstempel-Format: %s",
-  "youtube_empty_seconds_string": "leere Sekunden-Zeichenfolge",
-  "youtube_invalid_seconds_format": "ungültiges Sekundenformat %q: %w",
-  "error_fetching_playlist_videos": "Fehler beim Abrufen der Playlist-Videos: %w",
-  "openai_api_base_url_not_configured": "API-Basis-URL für Anbieter %s nicht konfiguriert",
-  "openai_failed_to_create_models_url": "Modell-URL konnte nicht erstellt werden: %w",
-  "openai_unexpected_status_code_with_body": "unerwarteter Statuscode: %d von Anbieter %s, Antwort: %s",
-  "openai_unexpected_status_code_read_error_partial": "unerwarteter Statuscode: %d von Anbieter %s (Fehler beim Lesen: %v), teilweise Antwort: %s",
-  "openai_unexpected_status_code_read_error": "unerwarteter Statuscode: %d von Anbieter %s (Fehler beim Lesen der Antwort: %v)",
-  "openai_unable_to_parse_models_response": "Modell-Antwort konnte nicht geparst werden; rohe Antwort: %s",
-  "scraping_not_configured": "Scraping-Funktionalität ist nicht konfiguriert. Bitte richte Jina ein, um Scraping zu aktivieren",
-  "could_not_determine_home_dir": "konnte Benutzer-Home-Verzeichnis nicht bestimmen: %w",
-  "could_not_stat_env_file": "konnte .env-Datei nicht überprüfen: %w",
-  "could_not_create_config_dir": "konnte Konfigurationsverzeichnis nicht erstellen: %w",
-  "could_not_create_env_file": "konnte .env-Datei nicht erstellen: %w",
-  "could_not_copy_to_clipboard": "konnte nicht in die Zwischenablage kopieren: %v",
-  "file_already_exists_not_overwriting": "Datei %s existiert bereits, wird nicht überschrieben. Benenne die vorhandene Datei um oder wähle einen anderen Namen",
-  "error_creating_file": "Fehler beim Erstellen der Datei: %v",
-  "error_writing_to_file": "Fehler beim Schreiben in die Datei: %v",
-  "error_creating_audio_file": "Fehler beim Erstellen der Audio-Datei: %v",
-  "error_writing_audio_data": "Fehler beim Schreiben von Audio-Daten in die Datei: %v",
-  "tts_model_requires_audio_output": "TTS-Modell '%s' benötigt Audio-Ausgabe. Bitte gib eine Audio-Ausgabedatei mit dem -o Flag an (z.B., -o output.wav)",
-  "audio_output_file_specified_but_not_tts_model": "Audio-Ausgabedatei '%s' angegeben, aber Modell '%s' ist kein TTS-Modell. Bitte verwende ein TTS-Modell wie gemini-2.5-flash-preview-tts",
-  "file_already_exists_choose_different": "Datei %s existiert bereits. Bitte wähle einen anderen Dateinamen oder entferne die vorhandene Datei",
-  "no_notification_system_available": "kein Benachrichtigungssystem verfügbar",
-  "cannot_convert_string": "kann String %q nicht zu %v konvertieren",
-  "unsupported_conversion": "nicht unterstützte Konvertierung von %v zu %v",
-  "invalid_config_path": "ungültiger Konfigurationspfad: %w",
-  "config_file_not_found": "Konfigurationsdatei nicht gefunden: %s",
-  "error_reading_config_file": "Fehler beim Lesen der Konfigurationsdatei: %w",
-  "error_parsing_config_file": "Fehler beim Parsen der Konfigurationsdatei: %w",
-  "error_reading_piped_message": "Fehler beim Lesen der weitergeleiteten Nachricht von stdin: %w",
-  "image_file_already_exists": "Bilddatei existiert bereits: %s",
-  "invalid_image_file_extension": "ungültige Bilddatei-Erweiterung '%s'. Unterstützte Formate: .png, .jpeg, .jpg, .webp",
-  "image_parameters_require_image_file": "Bildparameter (--image-size, --image-quality, --image-background, --image-compression) können nur mit --image-file verwendet werden",
-  "invalid_image_size": "ungültige Bildgröße '%s'. Unterstützte Größen: 1024x1024, 1536x1024, 1024x1536, auto",
-  "invalid_image_quality": "ungültige Bildqualität '%s'. Unterstützte Qualitäten: low, medium, high, auto",
-  "invalid_image_background": "ungültiger Bildhintergrund '%s'. Unterstützte Hintergründe: opaque, transparent",
-  "image_compression_jpeg_webp_only": "Bildkomprimierung kann nur mit JPEG- und WebP-Formaten verwendet werden, nicht %s",
-  "image_compression_range_error": "Bildkomprimierung muss zwischen 0 und 100 liegen, erhalten: %d",
-  "transparent_background_png_webp_only": "transparenter Hintergrund kann nur mit PNG- und WebP-Formaten verwendet werden, nicht %s",
-  "available_transcription_models": "Verfügbare Transkriptionsmodelle:",
-  "tts_audio_generated_successfully": "TTS-Audio erfolgreich generiert und gespeichert unter: %s\n",
-  "fabric_command_complete": "Fabric-Befehl abgeschlossen",
-  "fabric_command_complete_with_pattern": "Fabric: %s abgeschlossen",
-  "command_completed_successfully": "Befehl erfolgreich abgeschlossen",
-  "output_truncated": "Ausgabe: %s...",
-  "output_full": "Ausgabe: %s",
-  "choose_pattern_from_available": "Wähle ein Muster aus den verfügbaren Mustern",
-  "pattern_variables_help": "Werte für Mustervariablen, z.B. -v=#role:expert -v=#points:30",
-  "choose_context_from_available": "Wähle einen Kontext aus den verfügbaren Kontexten",
-  "choose_session_from_available": "Wähle eine Sitzung aus den verfügbaren Sitzungen",
-  "attachment_path_or_url_help": "Anhangspfad oder URL (z.B. für OpenAI-Bilderkennungsnachrichten)",
-  "run_setup_for_reconfigurable_parts": "Setup für alle rekonfigurierbaren Teile von Fabric ausführen",
-  "set_temperature": "Temperatur festlegen",
-  "set_top_p": "Top P festlegen",
-  "stream_help": "Streaming",
-  "set_presence_penalty": "Präsenzstrafe festlegen",
-  "use_model_defaults_raw_help": "Verwende die Standardwerte des Modells, ohne Chat-Optionen (temperature, top_p usw.) zu senden. Gilt nur für OpenAI-kompatible Anbieter. Anthropic-Modelle verwenden stets eine intelligente Parameterauswahl, um modell-spezifische Anforderungen einzuhalten.",
-  "set_frequency_penalty": "Häufigkeitsstrafe festlegen",
-  "list_all_patterns": "Alle Muster auflisten",
-  "list_all_available_models": "Alle verfügbaren Modelle auflisten",
-  "list_all_contexts": "Alle Kontexte auflisten",
-  "list_all_sessions": "Alle Sitzungen auflisten",
-  "update_patterns": "Muster aktualisieren",
-  "messages_to_send_to_chat": "Nachrichten zum Senden an den Chat",
-  "copy_to_clipboard": "In Zwischenablage kopieren",
-  "choose_model": "Modell wählen",
-  "specify_vendor_for_model": "Anbieter für das ausgewählte Modell angeben (z.B., -V \"LM Studio\" -m openai/gpt-oss-20b)",
-  "model_context_length_ollama": "Modell-Kontextlänge (betrifft nur ollama)",
-  "output_to_file": "Ausgabe in Datei",
-  "output_entire_session": "Gesamte Sitzung (auch eine temporäre) in die Ausgabedatei ausgeben",
-  "number_of_latest_patterns": "Anzahl der neuesten Muster zum Auflisten",
-  "change_default_model": "Standardmodell ändern",
-  "youtube_url_help": "YouTube-Video oder Playlist-\"URL\" zum Abrufen von Transkript und Kommentaren und Senden an Chat oder Ausgabe in Konsole und Speichern in Ausgabedatei",
-  "prefer_playlist_over_video": "Playlist gegenüber Video bevorzugen, wenn beide IDs in der URL vorhanden sind",
-  "grab_transcript_from_youtube": "Transkript von YouTube-Video abrufen und an Chat senden (wird standardmäßig verwendet).",
-  "grab_transcript_with_timestamps": "Transkript von YouTube-Video mit Zeitstempeln abrufen und an Chat senden",
-  "grab_comments_from_youtube": "Kommentare von YouTube-Video abrufen und an Chat senden",
-  "output_video_metadata": "Video-Metadaten ausgeben",
-  "additional_yt_dlp_args": "Zusätzliche Argumente für yt-dlp (z.B. '--cookies-from-browser brave')",
-  "specify_language_code": "Sprachencode für den Chat angeben, z.B. -g=en -g=zh -g=pt-BR -g=pt-PT",
-  "scrape_website_url": "Website-URL zu Markdown mit Jina AI scrapen",
-  "search_question_jina": "Suchanfrage mit Jina AI",
-  "seed_for_lmm_generation": "Seed für LMM-Generierung",
-  "wipe_context": "Kontext löschen",
-  "wipe_session": "Sitzung löschen",
-  "print_context": "Kontext ausgeben",
-  "print_session": "Sitzung ausgeben",
-  "convert_html_readability": "HTML-Eingabe in eine saubere, lesbare Ansicht konvertieren",
-  "apply_variables_to_input": "Variablen auf Benutzereingabe anwenden",
-  "disable_pattern_variable_replacement": "Mustervariablenersetzung deaktivieren",
-  "show_dry_run": "Zeige, was an das Modell gesendet würde, ohne es tatsächlich zu senden",
-  "serve_fabric_rest_api": "Fabric REST API bereitstellen",
-  "serve_fabric_api_ollama_endpoints": "Fabric REST API mit ollama-Endpunkten bereitstellen",
-  "address_to_bind_rest_api": "Adresse zum Binden der REST API",
-  "api_key_secure_server_routes": "API-Schlüssel zum Sichern der Server-Routen",
-  "path_to_yaml_config": "Pfad zur YAML-Konfigurationsdatei",
-  "print_current_version": "Aktuelle Version ausgeben",
-  "list_all_registered_extensions": "Alle registrierten Erweiterungen auflisten",
-  "register_new_extension": "Neue Erweiterung aus Konfigurationsdateipfad registrieren",
-  "remove_registered_extension": "Registrierte Erweiterung nach Name entfernen",
-  "choose_strategy_from_available": "Strategie aus den verfügbaren Strategien wählen",
-  "list_all_strategies": "Alle Strategien auflisten",
-  "list_all_vendors": "Alle Anbieter auflisten",
-  "output_raw_list_shell_completion": "Rohe Liste ohne Kopfzeilen/Formatierung ausgeben (für Shell-Vervollständigung)",
-  "enable_web_search_tool": "Web-Such-Tool für unterstützte Modelle aktivieren (Anthropic, OpenAI, Gemini)",
-  "set_location_web_search": "Standort für Web-Suchergebnisse festlegen (z.B., 'America/Los_Angeles')",
-  "save_generated_image_to_file": "Generiertes Bild in angegebenem Dateipfad speichern (z.B., 'output.png')",
-  "image_dimensions_help": "Bildabmessungen: 1024x1024, 1536x1024, 1024x1536, auto (Standard: auto)",
-  "image_quality_help": "Bildqualität: low, medium, high, auto (Standard: auto)",
-  "compression_level_jpeg_webp": "Komprimierungslevel 0-100 für JPEG/WebP-Formate (Standard: nicht gesetzt)",
-  "background_type_help": "Hintergrundtyp: opaque, transparent (Standard: opaque, nur für PNG/WebP)",
-  "suppress_thinking_tags": "In Denk-Tags eingeschlossenen Text unterdrücken",
-  "start_tag_thinking_sections": "Start-Tag für Denk-Abschnitte",
-  "end_tag_thinking_sections": "End-Tag für Denk-Abschnitte",
-  "disable_openai_responses_api": "OpenAI Responses API deaktivieren (Standard: false)",
-  "audio_video_file_transcribe": "Audio- oder Video-Datei zum Transkribieren",
-  "model_for_transcription": "Modell für Transkription (getrennt vom Chat-Modell)",
-  "split_media_files_ffmpeg": "Audio/Video-Dateien größer als 25MB mit ffmpeg aufteilen",
-  "tts_voice_name": "TTS-Stimmenname für unterstützte Modelle (z.B., Kore, Charon, Puck)",
-  "list_gemini_tts_voices": "Alle verfügbaren Gemini TTS-Stimmen auflisten",
-  "list_transcription_models": "Alle verfügbaren Transkriptionsmodelle auflisten",
-  "send_desktop_notification": "Desktop-Benachrichtigung senden, wenn Befehl abgeschlossen ist",
-  "custom_notification_command": "Benutzerdefinierter Befehl für Benachrichtigungen (überschreibt eingebaute Benachrichtigungen)",
-  "set_reasoning_thinking_level": "Reasoning/Thinking-Level festlegen (z.B., off, low, medium, high, oder numerische Token für Anthropic oder Google Gemini)",
-  "set_debug_level": "Debug-Level festlegen (0=aus, 1=grundlegend, 2=detailliert, 3=Trace)",
-  "usage_header": "Verwendung:",
-  "application_options_header": "Anwendungsoptionen:",
-  "help_options_header": "Hilfe-Optionen:",
-  "help_message": "Diese Hilfenachricht anzeigen",
-  "options_placeholder": "[OPTIONEN]",
-  "available_vendors_header": "Verfügbare Anbieter:",
-  "available_models_header": "Verfügbare Modelle",
-  "no_items_found": "Keine %s",
-  "no_description_available": "Keine Beschreibung verfügbar",
-  "i18n_download_failed": "Fehler beim Herunterladen der Übersetzung für Sprache '%s': %v",
-  "i18n_load_failed": "Fehler beim Laden der Übersetzungsdatei: %v"
+	"html_readability_error": "verwende ursprüngliche Eingabe, da HTML-Lesbarkeit nicht angewendet werden kann",
+	"vendor_not_configured": "Anbieter %s ist nicht konfiguriert",
+	"vendor_no_transcription_support": "Anbieter %s unterstützt keine Audio-Transkription",
+	"transcription_model_required": "Transkriptionsmodell ist erforderlich (verwende --transcribe-model)",
+	"youtube_not_configured": "YouTube ist nicht konfiguriert, bitte führe das Setup-Verfahren aus",
+	"youtube_api_key_required": "YouTube API-Schlüssel für Kommentare und Metadaten erforderlich. Führe 'fabric --setup' aus, um zu konfigurieren",
+	"youtube_ytdlp_not_found": "yt-dlp wurde nicht in PATH gefunden. Bitte installiere yt-dlp, um die YouTube-Transkript-Funktionalität zu nutzen",
+	"youtube_invalid_url": "ungültige YouTube-URL, kann keine Video- oder Playlist-ID abrufen: '%s'",
+	"youtube_url_is_playlist_not_video": "URL ist eine Playlist, kein Video",
+	"youtube_no_video_id_found": "keine Video-ID in URL gefunden",
+	"youtube_rate_limit_exceeded": "YouTube-Ratenlimit überschritten. Versuche es später erneut oder verwende andere yt-dlp-Argumente wie '--sleep-requests 1', um Anfragen zu verlangsamen.",
+	"youtube_auth_required_bot_detection": "YouTube erfordert Authentifizierung (Bot-Erkennung). Verwende --yt-dlp-args='--cookies-from-browser BROWSER' wobei BROWSER chrome, firefox, brave usw. sein kann.",
+	"youtube_ytdlp_stderr_error": "Fehler beim Lesen von yt-dlp stderr",
+	"youtube_invalid_ytdlp_arguments": "ungültige yt-dlp-Argumente: %v",
+	"youtube_failed_create_temp_dir": "temporäres Verzeichnis konnte nicht erstellt werden: %v",
+	"youtube_no_transcript_content": "kein Transkriptinhalt in VTT-Datei gefunden",
+	"youtube_no_vtt_files_found": "keine VTT-Dateien im Verzeichnis gefunden",
+	"youtube_failed_walk_directory": "Verzeichnis konnte nicht durchlaufen werden: %v",
+	"youtube_error_getting_video_details": "Fehler beim Abrufen der Videodetails: %v",
+	"youtube_invalid_duration_string": "ungültige Dauer-Zeichenfolge: %s",
+	"youtube_error_getting_metadata": "Fehler beim Abrufen der Video-Metadaten: %v",
+	"youtube_error_parsing_duration": "Fehler beim Parsen der Videodauer: %v",
+	"youtube_error_getting_comments": "Fehler beim Abrufen der Kommentare: %v",
+	"youtube_error_saving_csv": "Fehler beim Speichern der Videos in CSV: %v",
+	"youtube_no_video_found_with_id": "kein Video mit ID gefunden: %s",
+	"youtube_invalid_timestamp_format": "ungültiges Zeitstempel-Format: %s",
+	"youtube_empty_seconds_string": "leere Sekunden-Zeichenfolge",
+	"youtube_invalid_seconds_format": "ungültiges Sekundenformat %q: %w",
+	"error_fetching_playlist_videos": "Fehler beim Abrufen der Playlist-Videos: %w",
+	"openai_api_base_url_not_configured": "API-Basis-URL für Anbieter %s nicht konfiguriert",
+	"openai_failed_to_create_models_url": "Modell-URL konnte nicht erstellt werden: %w",
+	"openai_unexpected_status_code_with_body": "unerwarteter Statuscode: %d von Anbieter %s, Antwort: %s",
+	"openai_unexpected_status_code_read_error_partial": "unerwarteter Statuscode: %d von Anbieter %s (Fehler beim Lesen: %v), teilweise Antwort: %s",
+	"openai_unexpected_status_code_read_error": "unerwarteter Statuscode: %d von Anbieter %s (Fehler beim Lesen der Antwort: %v)",
+	"openai_unable_to_parse_models_response": "Modell-Antwort konnte nicht geparst werden; rohe Antwort: %s",
+	"scraping_not_configured": "Scraping-Funktionalität ist nicht konfiguriert. Bitte richte Jina ein, um Scraping zu aktivieren",
+	"could_not_determine_home_dir": "konnte Benutzer-Home-Verzeichnis nicht bestimmen: %w",
+	"could_not_stat_env_file": "konnte .env-Datei nicht überprüfen: %w",
+	"could_not_create_config_dir": "konnte Konfigurationsverzeichnis nicht erstellen: %w",
+	"could_not_create_env_file": "konnte .env-Datei nicht erstellen: %w",
+	"could_not_copy_to_clipboard": "konnte nicht in die Zwischenablage kopieren: %v",
+	"file_already_exists_not_overwriting": "Datei %s existiert bereits, wird nicht überschrieben. Benenne die vorhandene Datei um oder wähle einen anderen Namen",
+	"error_creating_file": "Fehler beim Erstellen der Datei: %v",
+	"error_writing_to_file": "Fehler beim Schreiben in die Datei: %v",
+	"error_creating_audio_file": "Fehler beim Erstellen der Audio-Datei: %v",
+	"error_writing_audio_data": "Fehler beim Schreiben von Audio-Daten in die Datei: %v",
+	"tts_model_requires_audio_output": "TTS-Modell '%s' benötigt Audio-Ausgabe. Bitte gib eine Audio-Ausgabedatei mit dem -o Flag an (z.B., -o output.wav)",
+	"audio_output_file_specified_but_not_tts_model": "Audio-Ausgabedatei '%s' angegeben, aber Modell '%s' ist kein TTS-Modell. Bitte verwende ein TTS-Modell wie gemini-2.5-flash-preview-tts",
+	"file_already_exists_choose_different": "Datei %s existiert bereits. Bitte wähle einen anderen Dateinamen oder entferne die vorhandene Datei",
+	"no_notification_system_available": "kein Benachrichtigungssystem verfügbar",
+	"cannot_convert_string": "kann String %q nicht zu %v konvertieren",
+	"unsupported_conversion": "nicht unterstützte Konvertierung von %v zu %v",
+	"invalid_config_path": "ungültiger Konfigurationspfad: %w",
+	"config_file_not_found": "Konfigurationsdatei nicht gefunden: %s",
+	"error_reading_config_file": "Fehler beim Lesen der Konfigurationsdatei: %w",
+	"error_parsing_config_file": "Fehler beim Parsen der Konfigurationsdatei: %w",
+	"error_reading_piped_message": "Fehler beim Lesen der weitergeleiteten Nachricht von stdin: %w",
+	"image_file_already_exists": "Bilddatei existiert bereits: %s",
+	"invalid_image_file_extension": "ungültige Bilddatei-Erweiterung '%s'. Unterstützte Formate: .png, .jpeg, .jpg, .webp",
+	"image_parameters_require_image_file": "Bildparameter (--image-size, --image-quality, --image-background, --image-compression) können nur mit --image-file verwendet werden",
+	"invalid_image_size": "ungültige Bildgröße '%s'. Unterstützte Größen: 1024x1024, 1536x1024, 1024x1536, auto",
+	"invalid_image_quality": "ungültige Bildqualität '%s'. Unterstützte Qualitäten: low, medium, high, auto",
+	"invalid_image_background": "ungültiger Bildhintergrund '%s'. Unterstützte Hintergründe: opaque, transparent",
+	"image_compression_jpeg_webp_only": "Bildkomprimierung kann nur mit JPEG- und WebP-Formaten verwendet werden, nicht %s",
+	"image_compression_range_error": "Bildkomprimierung muss zwischen 0 und 100 liegen, erhalten: %d",
+	"transparent_background_png_webp_only": "transparenter Hintergrund kann nur mit PNG- und WebP-Formaten verwendet werden, nicht %s",
+	"available_transcription_models": "Verfügbare Transkriptionsmodelle:",
+	"tts_audio_generated_successfully": "TTS-Audio erfolgreich generiert und gespeichert unter: %s\n",
+	"fabric_command_complete": "Fabric-Befehl abgeschlossen",
+	"fabric_command_complete_with_pattern": "Fabric: %s abgeschlossen",
+	"command_completed_successfully": "Befehl erfolgreich abgeschlossen",
+	"output_truncated": "Ausgabe: %s...",
+	"output_full": "Ausgabe: %s",
+	"choose_pattern_from_available": "Wähle ein Muster aus den verfügbaren Mustern",
+	"pattern_variables_help": "Werte für Mustervariablen, z.B. -v=#role:expert -v=#points:30",
+	"choose_context_from_available": "Wähle einen Kontext aus den verfügbaren Kontexten",
+	"choose_session_from_available": "Wähle eine Sitzung aus den verfügbaren Sitzungen",
+	"attachment_path_or_url_help": "Anhangspfad oder URL (z.B. für OpenAI-Bilderkennungsnachrichten)",
+	"run_setup_for_reconfigurable_parts": "Setup für alle rekonfigurierbaren Teile von Fabric ausführen",
+	"set_temperature": "Temperatur festlegen",
+	"set_top_p": "Top P festlegen",
+	"stream_help": "Streaming",
+	"set_presence_penalty": "Präsenzstrafe festlegen",
+	"use_model_defaults_raw_help": "Verwende die Standardwerte des Modells, ohne Chat-Optionen (temperature, top_p usw.) zu senden. Gilt nur für OpenAI-kompatible Anbieter. Anthropic-Modelle verwenden stets eine intelligente Parameterauswahl, um modell-spezifische Anforderungen einzuhalten.",
+	"set_frequency_penalty": "Häufigkeitsstrafe festlegen",
+	"list_all_patterns": "Alle Muster auflisten",
+	"list_all_available_models": "Alle verfügbaren Modelle auflisten",
+	"list_all_contexts": "Alle Kontexte auflisten",
+	"list_all_sessions": "Alle Sitzungen auflisten",
+	"update_patterns": "Muster aktualisieren",
+	"messages_to_send_to_chat": "Nachrichten zum Senden an den Chat",
+	"copy_to_clipboard": "In Zwischenablage kopieren",
+	"choose_model": "Modell wählen",
+	"specify_vendor_for_model": "Anbieter für das ausgewählte Modell angeben (z.B., -V \"LM Studio\" -m openai/gpt-oss-20b)",
+	"model_context_length_ollama": "Modell-Kontextlänge (betrifft nur ollama)",
+	"output_to_file": "Ausgabe in Datei",
+	"output_entire_session": "Gesamte Sitzung (auch eine temporäre) in die Ausgabedatei ausgeben",
+	"number_of_latest_patterns": "Anzahl der neuesten Muster zum Auflisten",
+	"change_default_model": "Standardmodell ändern",
+	"youtube_url_help": "YouTube-Video oder Playlist-\"URL\" zum Abrufen von Transkript und Kommentaren und Senden an Chat oder Ausgabe in Konsole und Speichern in Ausgabedatei",
+	"prefer_playlist_over_video": "Playlist gegenüber Video bevorzugen, wenn beide IDs in der URL vorhanden sind",
+	"grab_transcript_from_youtube": "Transkript von YouTube-Video abrufen und an Chat senden (wird standardmäßig verwendet).",
+	"grab_transcript_with_timestamps": "Transkript von YouTube-Video mit Zeitstempeln abrufen und an Chat senden",
+	"grab_comments_from_youtube": "Kommentare von YouTube-Video abrufen und an Chat senden",
+	"output_video_metadata": "Video-Metadaten ausgeben",
+	"additional_yt_dlp_args": "Zusätzliche Argumente für yt-dlp (z.B. '--cookies-from-browser brave')",
+	"specify_language_code": "Sprachencode für den Chat angeben, z.B. -g=en -g=zh -g=pt-BR -g=pt-PT",
+	"scrape_website_url": "Website-URL zu Markdown mit Jina AI scrapen",
+	"search_question_jina": "Suchanfrage mit Jina AI",
+	"seed_for_lmm_generation": "Seed für LMM-Generierung",
+	"wipe_context": "Kontext löschen",
+	"wipe_session": "Sitzung löschen",
+	"print_context": "Kontext ausgeben",
+	"print_session": "Sitzung ausgeben",
+	"convert_html_readability": "HTML-Eingabe in eine saubere, lesbare Ansicht konvertieren",
+	"apply_variables_to_input": "Variablen auf Benutzereingabe anwenden",
+	"disable_pattern_variable_replacement": "Mustervariablenersetzung deaktivieren",
+	"show_dry_run": "Zeige, was an das Modell gesendet würde, ohne es tatsächlich zu senden",
+	"serve_fabric_rest_api": "Fabric REST API bereitstellen",
+	"serve_fabric_api_ollama_endpoints": "Fabric REST API mit ollama-Endpunkten bereitstellen",
+	"address_to_bind_rest_api": "Adresse zum Binden der REST API",
+	"api_key_secure_server_routes": "API-Schlüssel zum Sichern der Server-Routen",
+	"path_to_yaml_config": "Pfad zur YAML-Konfigurationsdatei",
+	"print_current_version": "Aktuelle Version ausgeben",
+	"list_all_registered_extensions": "Alle registrierten Erweiterungen auflisten",
+	"register_new_extension": "Neue Erweiterung aus Konfigurationsdateipfad registrieren",
+	"remove_registered_extension": "Registrierte Erweiterung nach Name entfernen",
+	"choose_strategy_from_available": "Strategie aus den verfügbaren Strategien wählen",
+	"list_all_strategies": "Alle Strategien auflisten",
+	"list_all_vendors": "Alle Anbieter auflisten",
+	"output_raw_list_shell_completion": "Rohe Liste ohne Kopfzeilen/Formatierung ausgeben (für Shell-Vervollständigung)",
+	"enable_web_search_tool": "Web-Such-Tool für unterstützte Modelle aktivieren (Anthropic, OpenAI, Gemini)",
+	"set_location_web_search": "Standort für Web-Suchergebnisse festlegen (z.B., 'America/Los_Angeles')",
+	"save_generated_image_to_file": "Generiertes Bild in angegebenem Dateipfad speichern (z.B., 'output.png')",
+	"image_dimensions_help": "Bildabmessungen: 1024x1024, 1536x1024, 1024x1536, auto (Standard: auto)",
+	"image_quality_help": "Bildqualität: low, medium, high, auto (Standard: auto)",
+	"compression_level_jpeg_webp": "Komprimierungslevel 0-100 für JPEG/WebP-Formate (Standard: nicht gesetzt)",
+	"background_type_help": "Hintergrundtyp: opaque, transparent (Standard: opaque, nur für PNG/WebP)",
+	"suppress_thinking_tags": "In Denk-Tags eingeschlossenen Text unterdrücken",
+	"start_tag_thinking_sections": "Start-Tag für Denk-Abschnitte",
+	"end_tag_thinking_sections": "End-Tag für Denk-Abschnitte",
+	"disable_openai_responses_api": "OpenAI Responses API deaktivieren (Standard: false)",
+	"audio_video_file_transcribe": "Audio- oder Video-Datei zum Transkribieren",
+	"model_for_transcription": "Modell für Transkription (getrennt vom Chat-Modell)",
+	"split_media_files_ffmpeg": "Audio/Video-Dateien größer als 25MB mit ffmpeg aufteilen",
+	"tts_voice_name": "TTS-Stimmenname für unterstützte Modelle (z.B., Kore, Charon, Puck)",
+	"list_gemini_tts_voices": "Alle verfügbaren Gemini TTS-Stimmen auflisten",
+	"list_transcription_models": "Alle verfügbaren Transkriptionsmodelle auflisten",
+	"send_desktop_notification": "Desktop-Benachrichtigung senden, wenn Befehl abgeschlossen ist",
+	"custom_notification_command": "Benutzerdefinierter Befehl für Benachrichtigungen (überschreibt eingebaute Benachrichtigungen)",
+	"set_reasoning_thinking_level": "Reasoning/Thinking-Level festlegen (z.B., off, low, medium, high, oder numerische Token für Anthropic oder Google Gemini)",
+	"set_debug_level": "Debug-Level festlegen (0=aus, 1=grundlegend, 2=detailliert, 3=Trace)",
+	"usage_header": "Verwendung:",
+	"application_options_header": "Anwendungsoptionen:",
+	"help_options_header": "Hilfe-Optionen:",
+	"help_message": "Diese Hilfenachricht anzeigen",
+	"options_placeholder": "[OPTIONEN]",
+	"available_vendors_header": "Verfügbare Anbieter:",
+	"available_models_header": "Verfügbare Modelle",
+	"no_items_found": "Keine %s",
+	"no_description_available": "Keine Beschreibung verfügbar",
+	"i18n_download_failed": "Fehler beim Herunterladen der Übersetzung für Sprache '%s': %v",
+	"i18n_load_failed": "Fehler beim Laden der Übersetzungsdatei: %v",
+	"setup_welcome_header": "🎉 Willkommen bei Fabric! Lass uns mit der Einrichtung beginnen.",
+	"setup_step_downloading_patterns": "📥 Schritt 1: Patterns werden heruntergeladen (erforderlich für Fabric)...",
+	"setup_step_downloading_strategies": "📥 Schritt 2: Strategien werden heruntergeladen (erforderlich für Fabric)...",
+	"setup_step_configure_ai_provider": "🤖 Schritt 3: KI-Anbieter konfigurieren",
+	"setup_ai_provider_required": "Fabric benötigt mindestens einen KI-Anbieter.",
+	"setup_add_more_providers_later": "Sie können später weitere Anbieter mit 'fabric --setup' hinzufügen",
+	"setup_step_setting_defaults": "⚙️  Schritt 4: Standard-Anbieter und -Modell werden festgelegt...",
+	"setup_complete_header": "✅ Einrichtung abgeschlossen! Sie können Fabric jetzt verwenden.",
+	"setup_next_steps": "Nächste Schritte:",
+	"setup_list_patterns": "• Verfügbare Patterns auflisten: fabric -l",
+	"setup_try_pattern": "• Ein Pattern ausprobieren: echo 'Ihr Text' | fabric --pattern summarize",
+	"setup_configure_more": "• Weitere Einstellungen konfigurieren: fabric --setup",
+	"setup_failed_download_patterns": "Fehler beim Herunterladen der Patterns: %w",
+	"setup_failed_download_strategies": "Fehler beim Herunterladen der Strategien: %w",
+	"setup_failed_set_defaults": "Fehler beim Festlegen des Standard-Anbieters und -Modells: %w",
+	"setup_no_ai_provider_selected": "Kein KI-Anbieter ausgewählt - mindestens einer ist erforderlich",
+	"setup_invalid_selection": "Ungültige Auswahl: %s",
+	"setup_available_ai_providers": "Verfügbare KI-Anbieter:",
+	"setup_enter_ai_provider_number": "KI-Anbieter-Nummer",
+	"setup_available_plugins": "Verfügbare Plugins:",
+	"setup_plugin_number": "Plugin-Nummer",
+	"setup_plugin_prompt": "Geben Sie die Nummer des Plugins ein, das eingerichtet werden soll",
+	"setup_required_configuration_header": "━━━ ERFORDERLICHE KONFIGURATION ━━━\n\nKI-Anbieter [mindestens einer erforderlich]",
+	"setup_required_tools": "Erforderliche Werkzeuge",
+	"setup_optional_configuration_header": "━━━ OPTIONALE KONFIGURATION ━━━\n\nOptionale Werkzeuge",
+	"setup_validation_header": "Konfigurationsstatus:",
+	"setup_validation_ai_provider_configured": "✓ KI-Anbieter konfiguriert",
+	"setup_validation_ai_provider_missing": "✗ KI-Anbieter nicht konfiguriert - Erforderlich für Fabric",
+	"setup_validation_defaults_configured": "✓ Standard-Anbieter/-Modell festgelegt: %s/%s",
+	"setup_validation_defaults_missing": "✗ Standard-Anbieter/-Modell nicht festgelegt - Erforderlich für Fabric",
+	"setup_validation_patterns_configured": "✓ Patterns heruntergeladen",
+	"setup_validation_patterns_missing": "✗ Patterns nicht gefunden - Erforderlich für Fabric",
+	"setup_validation_strategies_configured": "✓ Strategien heruntergeladen",
+	"setup_validation_strategies_missing": "✗ Strategien nicht gefunden - Erforderlich für Fabric",
+	"setup_validation_incomplete_warning": "⚠️  Einrichtung unvollständig! Erforderliche Komponenten fehlen.",
+	"setup_validation_incomplete_help": "Führen Sie 'fabric --setup' erneut aus, um fehlende Elemente zu konfigurieren,\noder 'fabric -U', um Patterns und Strategien herunterzuladen.",
+	"setup_validation_complete": "✓ Alle erforderlichen Komponenten konfiguriert!",
+	"patterns_not_found_header": "⚠️  Keine Patterns gefunden!",
+	"patterns_required_to_work": "Patterns sind erforderlich, damit Fabric funktioniert. Um dies zu beheben:",
+	"patterns_option_run_setup": "Option 1 (Empfohlen): Setup ausführen, um Patterns herunterzuladen",
+	"patterns_option_run_setup_command": "fabric --setup",
+	"patterns_option_run_update": "Option 2: Patterns direkt herunterladen/aktualisieren",
+	"patterns_option_run_update_command": "fabric -U",
+	"pattern_not_found_no_patterns": "Pattern '%s' nicht gefunden.\n\nKeine Patterns installiert! Um dies zu beheben:\n  • Führen Sie 'fabric --setup' aus, um Patterns zu konfigurieren und herunterzuladen\n  • Oder führen Sie 'fabric -U' aus, um Patterns direkt herunterzuladen/zu aktualisieren",
+	"pattern_not_found_list_available": "Pattern '%s' nicht gefunden. Führen Sie 'fabric -l' aus, um verfügbare Patterns anzuzeigen",
+	"plugin_configured": " ✓",
+	"plugin_not_configured": " ⚠️  NICHT KONFIGURIERT",
+	"defaults_setup_description": "Standard-KI-Anbieter und -Modell",
+	"defaults_model_question": "Geben Sie den Index oder den Namen Ihres Standardmodells ein",
+	"defaults_model_context_length_question": "Geben Sie die Kontextlänge des Modells ein",
+	"custom_patterns_label": "Benutzerdefinierte Patterns",
+	"custom_patterns_setup_description": "Benutzerdefinierte Patterns - Verzeichnis für Ihre benutzerdefinierten Patterns festlegen",
+	"custom_patterns_directory_question": "Geben Sie den Pfad zu Ihrem benutzerdefinierten Pattern-Verzeichnis ein",
+    "jina_label": "Jina AI",
+    "jina_setup_description": "Jina AI Service - zum Erfassen einer Webseite als sauberer, LLM-freundlicher Text",
+    "youtube_label": "YouTube",
+    "youtube_setup_description": "YouTube - zum Erfassen von Video-Transkripten (via yt-dlp) und Kommentaren/Metadaten (via YouTube API)",
+    "language_label": "Sprache",
+    "language_setup_description": "Sprache - Standard-Ausgabesprache des AI-Anbieters",
+    "language_output_question": "Geben Sie Ihre Standard-Ausgabesprache ein (zum Beispiel: zh_CN)",
+    "optional_marker": "(optional)",
+    "required_marker": "[erforderlich]",
+	"patterns_loader_label": "Pattern-Loader",
+	"patterns_setup_description": "Patterns – lädt Patterns herunter",
+	"patterns_git_repo_url_label": "Git Repo URL",
+	"patterns_git_repo_url_question": "Geben Sie die Standard-Git-Repository-URL für die Patterns ein",
+	"patterns_git_repo_folder_label": "Git Repo Patterns Ordner",
+	"patterns_git_repo_folder_question": "Geben Sie den Standardordner im Git-Repository an, in dem die Patterns gespeichert sind",
+	"patterns_failed_create_temp_folder": "Fehler beim Erstellen des temporären Pattern-Ordners: %w",
+	"patterns_downloading": "Lade Patterns herunter und befülle %s...\\n",
+	"patterns_failed_download_from_git": "Fehler beim Herunterladen der Patterns aus dem Git-Repository: %w",
+	"patterns_saving_updated_configuration": "💾 Aktualisierte Konfiguration wird gespeichert (Pfad geändert von '%s' zu '%s')...\\n",
+	"patterns_failed_move_patterns": "Fehler beim Verschieben der Patterns in das Konfigurationsverzeichnis: %w",
+	"patterns_download_success": "✅ Patterns erfolgreich nach %s heruntergeladen und installiert\\n",
+	"patterns_failed_unique_file": "Fehler beim Erstellen der Datei mit eindeutigen Patterns: %w",
+	"patterns_failed_access_directory": "Fehler beim Zugriff auf den Pattern-Ordner '%s': %w",
+	"patterns_preserve_warning": "Warnung: Benutzerdefiniertes Pattern '%s' konnte nicht erhalten werden: %v\\n",
+	"patterns_preserved_custom_pattern": "Benutzerdefiniertes Pattern beibehalten: %s\\n",
+	"patterns_failed_create_temp_dir": "Fehler beim Erstellen des temporären Verzeichnisses: %w",
+	"patterns_cloning_repository": "Repository %s wird geklont (Pfad: %s)...\\n",
+	"patterns_failed_download_from_repo": "Fehler beim Herunterladen der Patterns von %s: %w",
+	"patterns_failed_read_temp_directory": "Fehler beim Lesen des temporären Pattern-Verzeichnisses: %w",
+	"patterns_no_patterns_migration_failed": "Keine Patterns im Repository unter Pfad %s gefunden und Migration fehlgeschlagen: %w",
+	"patterns_downloaded_temp": "%d Patterns in temporäres Verzeichnis heruntergeladen\\n",
+	"patterns_detected_old_path": "🔄 Alter Pattern-Pfad 'patterns' erkannt, versuche Migration zu 'data/patterns'...",
+	"patterns_warning_remove_test_folder": "Warnung: Der temporäre Testordner '%s' konnte nicht entfernt werden: %v\\n",
+	"patterns_found_new_path": "✅ %d Patterns im neuen Pfad '%s' gefunden, Konfiguration wird aktualisiert...\\n",
+	"patterns_failed_move_test_patterns": "Fehler beim Verschieben der Test-Patterns in den temporären Ordner: %w",
+	"patterns_unable_to_find_or_migrate": "Keine Patterns im aktuellen Pfad '%s' gefunden oder Migration auf neue Struktur fehlgeschlagen",
+	"patterns_failed_read_directory": "Fehler beim Lesen des Pattern-Verzeichnisses: %w",
+	"patterns_debug_included_custom_directory": "📂 Auch Patterns aus dem benutzerdefinierten Verzeichnis aufgenommen: %s\\n",
+	"patterns_warning_custom_directory": "Warnung: Benutzerdefiniertes Pattern-Verzeichnis %s konnte nicht gelesen werden: %v\\n",
+	"patterns_no_patterns_found_in_directories": "Keine Patterns in den Verzeichnissen %s und %s gefunden",
+	"patterns_no_patterns_found_in_directory": "Keine Patterns im Verzeichnis %s gefunden",
+	"patterns_failed_write_unique_file": "Fehler beim Schreiben der Datei mit eindeutigen Patterns: %w",
+	"patterns_unique_file_created": "📝 Datei mit eindeutigen Patterns mit %d Einträgen erstellt\\n",
+	"patterns_no_patterns_copied": "Keine Patterns wurden erfolgreich nach %s kopiert",
+	"patterns_failed_loaded_marker": "Marker-Datei '%s' konnte nicht erstellt werden: %w",
+	"strategies_label": "Prompt-Strategien",
+	"strategies_setup_description": "Strategien – lädt Prompt-Strategien herunter (z. B. Chain of Thought)",
+	"strategies_git_repo_url_label": "Git Repo URL",
+	"strategies_git_repo_url_question": "Geben Sie die Standard-Git-Repository-URL für die Strategien ein",
+	"strategies_git_repo_folder_label": "Git Repo Strategien Ordner",
+	"strategies_git_repo_folder_question": "Geben Sie den Standardordner im Git-Repository an, in dem Strategien gespeichert sind",
+	"strategies_downloading": "Lade Strategien herunter und befülle %s...\\n",
+	"strategies_download_success": "✅ Strategien erfolgreich nach %s heruntergeladen und installiert\\n",
+	"strategies_home_dir_error": "Startverzeichnis konnte nicht ermittelt werden: %v",
+	"strategies_failed_create_directory": "Strategie-Verzeichnis konnte nicht erstellt werden: %w",
+	"strategies_cloning_repository": "Repository %s wird geklont (Pfad: %s)...\\n",
+	"strategies_failed_download": "Fehler beim Herunterladen der Strategien: %w",
+	"strategies_downloaded_count": "%d Strategien heruntergeladen\\n",
+	"strategies_home_dir_fallback": "Startverzeichnis konnte nicht ermittelt werden: %v, verwende stattdessen aktuelles Verzeichnis",
+	"strategy_not_found": "Strategie %s nicht gefunden. Führen Sie 'fabric --liststrategies' aus, um eine Liste zu erhalten",
+	"strategies_none_found": "Keine Strategien gefunden. Führen Sie 'fabric --setup' aus, um Strategien herunterzuladen",
+	"strategies_available_header": "Verfügbare Strategien:",
+	"plugin_enter_value": "Geben Sie Ihren %v %v ein",
+	"plugin_enable_bool_question": "%v %v aktivieren (true/false)",
+	"plugin_setup_skipped": "[%v] übersprungen\\n",
+	"plugin_question_bool": "%v%v (true/false, leer lassen für '%s' oder '%v' eingeben, um den Wert zu entfernen):",
+	"plugin_question_with_default": "%v%v (leer lassen für '%s' oder '%v' eingeben, um den Wert zu entfernen):",
+	"plugin_question_optional": "%v%v (leer lassen zum Überspringen):",
+	"plugin_invalid_boolean_value": "Ungültiger Boolescher Wert: %v",
+	"plugin_setting_not_valid": "%v=%v ist nicht gültig",
+	"plugin_invalid_bool": "Ungültiger boolescher Wert: %q"
 }

internal/i18n/locales/en.json

@@ -161,5 +161,129 @@
   "no_items_found": "No %s",
   "no_description_available": "No description available",
   "i18n_download_failed": "Failed to download translation for language '%s': %v",
-  "i18n_load_failed": "Failed to load translation file: %v"
+  "i18n_load_failed": "Failed to load translation file: %v",
+  "setup_welcome_header": "🎉 Welcome to Fabric! Let's get you set up.",
+  "setup_step_downloading_patterns": "📥 Step 1: Downloading patterns (required for Fabric to work)...",
+  "setup_step_downloading_strategies": "📥 Step 2: Downloading strategies (required for Fabric to work)...",
+  "setup_step_configure_ai_provider": "🤖 Step 3: Configure an AI provider",
+  "setup_ai_provider_required": "Fabric needs at least one AI provider to work.",
+  "setup_add_more_providers_later": "You'll be able to add more providers later with 'fabric --setup'",
+  "setup_step_setting_defaults": "⚙️  Step 4: Setting default vendor and model...",
+  "setup_complete_header": "✅ Setup complete! You can now use Fabric.",
+  "setup_next_steps": "Next steps:",
+  "setup_list_patterns": "• List available patterns: fabric -l",
+  "setup_try_pattern": "• Try a pattern: echo 'your text' | fabric --pattern summarize",
+  "setup_configure_more": "• Configure more settings: fabric --setup",
+  "setup_failed_download_patterns": "failed to download patterns: %w",
+  "setup_failed_download_strategies": "failed to download strategies: %w",
+  "setup_failed_set_defaults": "failed to set default vendor and model: %w",
+  "setup_no_ai_provider_selected": "no AI provider selected - at least one is required",
+  "setup_invalid_selection": "invalid selection: %s",
+  "setup_available_ai_providers": "Available AI Providers:",
+  "setup_enter_ai_provider_number": "AI Provider Number",
+  "setup_available_plugins": "Available plugins:",
+  "setup_plugin_number": "Plugin Number",
+  "setup_plugin_prompt": "Enter the number of the plugin to setup",
+  "setup_required_configuration_header": "━━━ REQUIRED CONFIGURATION ━━━\n\nAI Vendors [at least one required]",
+  "setup_required_tools": "Required Tools",
+  "setup_optional_configuration_header": "━━━ OPTIONAL CONFIGURATION ━━━\n\nOptional Tools",
+  "setup_validation_header": "Configuration Status:",
+  "setup_validation_ai_provider_configured": "✓ AI Provider configured",
+  "setup_validation_ai_provider_missing": "✗ AI Provider not configured - Required for Fabric to work",
+  "setup_validation_defaults_configured": "✓ Default vendor/model set: %s/%s",
+  "setup_validation_defaults_missing": "✗ Default vendor/model not set - Required for Fabric to work",
+  "setup_validation_patterns_configured": "✓ Patterns downloaded",
+  "setup_validation_patterns_missing": "✗ Patterns not found - Required for Fabric to work",
+  "setup_validation_strategies_configured": "✓ Strategies downloaded",
+  "setup_validation_strategies_missing": "✗ Strategies not found - Required for Fabric to work",
+  "setup_validation_incomplete_warning": "⚠️  Setup incomplete! Missing required components.",
+  "setup_validation_incomplete_help": "Run 'fabric --setup' again to configure missing items,\nor run 'fabric -U' to download patterns and strategies.",
+  "setup_validation_complete": "✓ All required components configured!",
+  "patterns_not_found_header": "⚠️  No patterns found!",
+  "patterns_required_to_work": "Patterns are required for Fabric to work. To fix this:",
+  "patterns_option_run_setup": "Option 1 (Recommended): Run setup to download patterns",
+  "patterns_option_run_setup_command": "fabric --setup",
+  "patterns_option_run_update": "Option 2: Download/update patterns directly",
+  "patterns_option_run_update_command": "fabric -U",
+  "pattern_not_found_no_patterns": "pattern '%s' not found.\n\nNo patterns are installed! To fix this:\n  • Run 'fabric --setup' to configure and download patterns\n  • Or run 'fabric -U' to download/update patterns directly",
+  "pattern_not_found_list_available": "pattern '%s' not found. Run 'fabric -l' to see available patterns",
+  "plugin_configured": " ✓",
+  "plugin_not_configured": " ⚠️  NOT CONFIGURED",
+  "defaults_setup_description": "Default AI Vendor and Model",
+  "defaults_model_question": "Enter the index or the name of your default model",
+  "defaults_model_context_length_question": "Enter model context length",
+  "custom_patterns_label": "Custom Patterns",
+  "custom_patterns_setup_description": "Custom Patterns - Set directory for your custom patterns",
+  "custom_patterns_directory_question": "Enter the path to your custom patterns directory",
+  "jina_label": "Jina AI",
+  "jina_setup_description": "Jina AI Service - to grab a webpage as clean, LLM-friendly text",
+  "youtube_label": "YouTube",
+  "youtube_setup_description": "YouTube - to grab video transcripts (via yt-dlp) and comments/metadata (via YouTube API)",
+  "language_label": "Language",
+  "language_setup_description": "Language - Default AI Vendor Output Language",
+  "language_output_question": "Enter your default output language (for example: zh_CN)",
+  "optional_marker": "(optional)",
+  "required_marker": "[required]",
+  "patterns_loader_label": "Patterns Loader",
+  "patterns_setup_description": "Patterns - Downloads patterns",
+  "patterns_git_repo_url_label": "Git Repo Url",
+  "patterns_git_repo_url_question": "Enter the default Git repository URL for the patterns",
+  "patterns_git_repo_folder_label": "Git Repo Patterns Folder",
+  "patterns_git_repo_folder_question": "Enter the default folder in the Git repository where patterns are stored",
+  "patterns_failed_create_temp_folder": "failed to create temporary patterns folder: %w",
+  "patterns_downloading": "Downloading patterns and Populating %s...\n",
+  "patterns_failed_download_from_git": "failed to download patterns from git repository: %w",
+  "patterns_saving_updated_configuration": "💾 Saving updated configuration (path changed from '%s' to '%s')...\n",
+  "patterns_failed_move_patterns": "failed to move patterns to config directory: %w",
+  "patterns_download_success": "✅ Successfully downloaded and installed patterns to %s\n",
+  "patterns_failed_unique_file": "failed to create unique patterns file: %w",
+  "patterns_failed_access_directory": "failed to access patterns directory '%s': %w",
+  "patterns_preserve_warning": "Warning: failed to preserve custom pattern '%s': %v\n",
+  "patterns_preserved_custom_pattern": "Preserved custom pattern: %s\n",
+  "patterns_failed_create_temp_dir": "failed to create temp directory: %w",
+  "patterns_cloning_repository": "Cloning repository %s (path: %s)...\n",
+  "patterns_failed_download_from_repo": "failed to download patterns from %s: %w",
+  "patterns_failed_read_temp_directory": "failed to read temp patterns directory: %w",
+  "patterns_no_patterns_migration_failed": "no patterns found in repository at path %s and migration failed: %w",
+  "patterns_downloaded_temp": "Downloaded %d patterns to temporary directory\n",
+  "patterns_detected_old_path": "🔄 Detected old pattern path 'patterns', trying migration to 'data/patterns'...",
+  "patterns_warning_remove_test_folder": "Warning: failed to remove test temporary folder '%s': %v\n",
+  "patterns_found_new_path": "✅ Found %d patterns at new path '%s', updating configuration...\n",
+  "patterns_failed_move_test_patterns": "failed to move test patterns to temp folder: %w",
+  "patterns_unable_to_find_or_migrate": "unable to find patterns at current path '%s' or migrate to new structure",
+  "patterns_failed_read_directory": "failed to read patterns directory: %w",
+  "patterns_debug_included_custom_directory": "📂 Also included patterns from custom directory: %s\n",
+  "patterns_warning_custom_directory": "Warning: Could not read custom patterns directory %s: %v\n",
+  "patterns_no_patterns_found_in_directories": "no patterns found in directories %s and %s",
+  "patterns_no_patterns_found_in_directory": "no patterns found in directory %s",
+  "patterns_failed_write_unique_file": "failed to write unique patterns file: %w",
+  "patterns_unique_file_created": "📝 Created unique patterns file with %d patterns\n",
+  "patterns_no_patterns_copied": "no patterns were successfully copied to %s",
+  "patterns_failed_loaded_marker": "failed to create loaded marker file '%s': %w",
+  "strategies_label": "Prompt Strategies",
+  "strategies_setup_description": "Strategies - Downloads Prompting Strategies (like chain of thought)",
+  "strategies_git_repo_url_label": "Git Repo Url",
+  "strategies_git_repo_url_question": "Enter the default Git repository URL for the strategies",
+  "strategies_git_repo_folder_label": "Git Repo Strategies Folder",
+  "strategies_git_repo_folder_question": "Enter the default folder in the Git repository where strategies are stored",
+  "strategies_downloading": "Downloading strategies and Populating %s...\n",
+  "strategies_download_success": "✅ Successfully downloaded and installed strategies to %s\n",
+  "strategies_home_dir_error": "could not get home directory: %v",
+  "strategies_failed_create_directory": "failed to create strategies directory: %w",
+  "strategies_cloning_repository": "Cloning repository %s (path: %s)...\n",
+  "strategies_failed_download": "failed to download strategies: %w",
+  "strategies_downloaded_count": "Downloaded %d strategies\n",
+  "strategies_home_dir_fallback": "could not get home directory: %v, using current directory instead",
+  "strategy_not_found": "strategy %s not found. Please run 'fabric --liststrategies' for list",
+  "strategies_none_found": "no strategies found. Please run 'fabric --setup' to download strategies",
+  "strategies_available_header": "Available Strategies:",
+  "plugin_enter_value": "Enter your %v %v",
+  "plugin_enable_bool_question": "Enable %v %v (true/false)",
+  "plugin_setup_skipped": "[%v] skipped\n",
+  "plugin_question_bool": "%v%v (true/false, leave empty for '%s' or type '%v' to remove the value):",
+  "plugin_question_with_default": "%v%v (leave empty for '%s' or type '%v' to remove the value):",
+  "plugin_question_optional": "%v%v (leave empty to skip):",
+  "plugin_invalid_boolean_value": "invalid boolean value: %v",
+  "plugin_setting_not_valid": "%v=%v, is not valid",
+  "plugin_invalid_bool": "invalid bool: %q"
 }

internal/i18n/locales/es.json

@@ -161,5 +161,129 @@
   "no_items_found": "No hay %s",
   "no_description_available": "No hay descripción disponible",
   "i18n_download_failed": "Error al descargar traducción para el idioma '%s': %v",
-  "i18n_load_failed": "Error al cargar archivo de traducción: %v"
+  "i18n_load_failed": "Error al cargar archivo de traducción: %v",
+  "setup_welcome_header": "🎉 ¡Bienvenido a Fabric! Vamos a configurarte.",
+  "setup_step_downloading_patterns": "📥 Paso 1: Descargando patrones (requeridos para que Fabric funcione)...",
+  "setup_step_downloading_strategies": "📥 Paso 2: Descargando estrategias (requeridas para que Fabric funcione)...",
+  "setup_step_configure_ai_provider": "🤖 Paso 3: Configurar un proveedor de IA",
+  "setup_ai_provider_required": "Fabric necesita al menos un proveedor de IA para funcionar.",
+  "setup_add_more_providers_later": "Podrás agregar más proveedores después con 'fabric --setup'",
+  "setup_step_setting_defaults": "⚙️  Paso 4: Estableciendo proveedor y modelo predeterminados...",
+  "setup_complete_header": "✅ ¡Configuración completa! Ya puedes usar Fabric.",
+  "setup_next_steps": "Próximos pasos:",
+  "setup_list_patterns": "• Listar patrones disponibles: fabric -l",
+  "setup_try_pattern": "• Probar un patrón: echo 'tu texto' | fabric --pattern summarize",
+  "setup_configure_more": "• Configurar más opciones: fabric --setup",
+  "setup_failed_download_patterns": "error al descargar patrones: %w",
+  "setup_failed_download_strategies": "error al descargar estrategias: %w",
+  "setup_failed_set_defaults": "error al establecer proveedor y modelo predeterminados: %w",
+  "setup_no_ai_provider_selected": "no se seleccionó proveedor de IA - se requiere al menos uno",
+  "setup_invalid_selection": "selección inválida: %s",
+  "setup_available_ai_providers": "Proveedores de IA Disponibles:",
+  "setup_enter_ai_provider_number": "Número de Proveedor de IA",
+  "setup_available_plugins": "Plugins disponibles:",
+  "setup_plugin_number": "Número de Plugin",
+  "setup_plugin_prompt": "Introduce el número del plugin a configurar",
+  "setup_required_configuration_header": "━━━ CONFIGURACIÓN REQUERIDA ━━━\n\nProveedores de IA [se requiere al menos uno]",
+  "setup_required_tools": "Herramientas Requeridas",
+  "setup_optional_configuration_header": "━━━ CONFIGURACIÓN OPCIONAL ━━━\n\nHerramientas Opcionales",
+  "setup_validation_header": "Estado de Configuración:",
+  "setup_validation_ai_provider_configured": "✓ Proveedor de IA configurado",
+  "setup_validation_ai_provider_missing": "✗ Proveedor de IA no configurado - Requerido para que Fabric funcione",
+  "setup_validation_defaults_configured": "✓ Proveedor/modelo predeterminado establecido: %s/%s",
+  "setup_validation_defaults_missing": "✗ Proveedor/modelo predeterminado no establecido - Requerido para que Fabric funcione",
+  "setup_validation_patterns_configured": "✓ Patrones descargados",
+  "setup_validation_patterns_missing": "✗ Patrones no encontrados - Requeridos para que Fabric funcione",
+  "setup_validation_strategies_configured": "✓ Estrategias descargadas",
+  "setup_validation_strategies_missing": "✗ Estrategias no encontradas - Requeridas para que Fabric funcione",
+  "setup_validation_incomplete_warning": "⚠️  ¡Configuración incompleta! Faltan componentes requeridos.",
+  "setup_validation_incomplete_help": "Ejecuta 'fabric --setup' de nuevo para configurar los elementos faltantes,\no ejecuta 'fabric -U' para descargar patrones y estrategias.",
+  "setup_validation_complete": "✓ ¡Todos los componentes requeridos configurados!",
+  "patterns_not_found_header": "⚠️  ¡No se encontraron patrones!",
+  "patterns_required_to_work": "Los patrones son requeridos para que Fabric funcione. Para solucionar esto:",
+  "patterns_option_run_setup": "Opción 1 (Recomendada): Ejecutar configuración para descargar patrones",
+  "patterns_option_run_setup_command": "fabric --setup",
+  "patterns_option_run_update": "Opción 2: Descargar/actualizar patrones directamente",
+  "patterns_option_run_update_command": "fabric -U",
+  "pattern_not_found_no_patterns": "patrón '%s' no encontrado.\n\n¡No hay patrones instalados! Para solucionar esto:\n  • Ejecuta 'fabric --setup' para configurar y descargar patrones\n  • O ejecuta 'fabric -U' para descargar/actualizar patrones directamente",
+  "pattern_not_found_list_available": "patrón '%s' no encontrado. Ejecuta 'fabric -l' para ver los patrones disponibles",
+  "plugin_configured": " ✓",
+  "plugin_not_configured": " ⚠️  NO CONFIGURADO",
+  "defaults_setup_description": "Proveedor y modelo de IA predeterminados",
+  "defaults_model_question": "Introduce el índice o el nombre de tu modelo predeterminado",
+  "defaults_model_context_length_question": "Introduce la longitud del contexto del modelo",
+  "custom_patterns_label": "Patrones personalizados",
+  "custom_patterns_setup_description": "Patrones personalizados - Establecer directorio para tus patrones personalizados",
+  "custom_patterns_directory_question": "Introduce la ruta a tu directorio de patrones personalizados",
+  "jina_label": "Jina AI",
+  "jina_setup_description": "Servicio Jina AI - para obtener una página web como texto limpio y compatible con LLM",
+  "youtube_label": "YouTube",
+  "youtube_setup_description": "YouTube - para obtener transcripciones de video (vía yt-dlp) y comentarios/metadatos (vía API de YouTube)",
+  "language_label": "Idioma",
+  "language_setup_description": "Idioma - Idioma de salida predeterminado del proveedor de IA",
+  "language_output_question": "Ingrese su idioma de salida predeterminado (por ejemplo: zh_CN)",
+  "optional_marker": "(opcional)",
+  "required_marker": "[obligatorio]",
+  "patterns_loader_label": "Cargador de patrones",
+  "patterns_setup_description": "Patrones - Descarga patrones",
+  "patterns_git_repo_url_label": "URL del repositorio Git",
+  "patterns_git_repo_url_question": "Introduce la URL predeterminada del repositorio Git para los patrones",
+  "patterns_git_repo_folder_label": "Carpeta de patrones en el repositorio Git",
+  "patterns_git_repo_folder_question": "Introduce la carpeta predeterminada en el repositorio Git donde se almacenan los patrones",
+  "patterns_failed_create_temp_folder": "no se pudo crear la carpeta temporal de patrones: %w",
+  "patterns_downloading": "Descargando patrones y llenando %s...\\n",
+  "patterns_failed_download_from_git": "error al descargar patrones del repositorio Git: %w",
+  "patterns_saving_updated_configuration": "💾 Guardando configuración actualizada (ruta cambiada de '%s' a '%s')...\\n",
+  "patterns_failed_move_patterns": "error al mover los patrones al directorio de configuración: %w",
+  "patterns_download_success": "✅ Patrones descargados e instalados correctamente en %s\\n",
+  "patterns_failed_unique_file": "error al crear el archivo de patrones únicos: %w",
+  "patterns_failed_access_directory": "error al acceder al directorio de patrones '%s': %w",
+  "patterns_preserve_warning": "Advertencia: no se pudo conservar el patrón personalizado '%s': %v\\n",
+  "patterns_preserved_custom_pattern": "Patrón personalizado conservado: %s\\n",
+  "patterns_failed_create_temp_dir": "no se pudo crear el directorio temporal: %w",
+  "patterns_cloning_repository": "Clonando el repositorio %s (ruta: %s)...\\n",
+  "patterns_failed_download_from_repo": "error al descargar patrones de %s: %w",
+  "patterns_failed_read_temp_directory": "error al leer el directorio temporal de patrones: %w",
+  "patterns_no_patterns_migration_failed": "no se encontraron patrones en el repositorio en la ruta %s y la migración falló: %w",
+  "patterns_downloaded_temp": "Se descargaron %d patrones al directorio temporal\\n",
+  "patterns_detected_old_path": "🔄 Se detectó la ruta antigua de patrones 'patterns', intentando migrar a 'data/patterns'...",
+  "patterns_warning_remove_test_folder": "Advertencia: no se pudo eliminar la carpeta temporal de prueba '%s': %v\\n",
+  "patterns_found_new_path": "✅ Se encontraron %d patrones en la nueva ruta '%s', actualizando configuración...\\n",
+  "patterns_failed_move_test_patterns": "error al mover los patrones de prueba al directorio temporal: %w",
+  "patterns_unable_to_find_or_migrate": "no se pudieron encontrar patrones en la ruta actual '%s' ni migrar a la nueva estructura",
+  "patterns_failed_read_directory": "error al leer el directorio de patrones: %w",
+  "patterns_debug_included_custom_directory": "📂 También se incluyeron patrones del directorio personalizado: %s\\n",
+  "patterns_warning_custom_directory": "Advertencia: no se pudo leer el directorio de patrones personalizado %s: %v\\n",
+  "patterns_no_patterns_found_in_directories": "no se encontraron patrones en los directorios %s y %s",
+  "patterns_no_patterns_found_in_directory": "no se encontraron patrones en el directorio %s",
+  "patterns_failed_write_unique_file": "error al escribir el archivo de patrones únicos: %w",
+  "patterns_unique_file_created": "📝 Archivo de patrones únicos creado con %d patrones\\n",
+  "patterns_no_patterns_copied": "no se copiaron patrones correctamente en %s",
+  "patterns_failed_loaded_marker": "no se pudo crear el archivo indicador '%s': %w",
+  "strategies_label": "Estrategias de prompts",
+  "strategies_setup_description": "Estrategias - Descarga estrategias de prompting (como chain of thought)",
+  "strategies_git_repo_url_label": "URL del repositorio Git",
+  "strategies_git_repo_url_question": "Introduce la URL predeterminada del repositorio Git para las estrategias",
+  "strategies_git_repo_folder_label": "Carpeta de estrategias en el repositorio Git",
+  "strategies_git_repo_folder_question": "Introduce la carpeta predeterminada en el repositorio Git donde se almacenan las estrategias",
+  "strategies_downloading": "Descargando estrategias y llenando %s...\\n",
+  "strategies_download_success": "✅ Estrategias descargadas e instaladas correctamente en %s\\n",
+  "strategies_home_dir_error": "no se pudo obtener el directorio personal: %v",
+  "strategies_failed_create_directory": "no se pudo crear el directorio de estrategias: %w",
+  "strategies_cloning_repository": "Clonando el repositorio %s (ruta: %s)...\\n",
+  "strategies_failed_download": "error al descargar estrategias: %w",
+  "strategies_downloaded_count": "Se descargaron %d estrategias\\n",
+  "strategies_home_dir_fallback": "no se pudo obtener el directorio personal: %v, usando el directorio actual en su lugar",
+  "strategy_not_found": "estrategia %s no encontrada. Ejecuta 'fabric --liststrategies' para ver la lista",
+  "strategies_none_found": "no se encontraron estrategias. Ejecuta 'fabric --setup' para descargar estrategias",
+  "strategies_available_header": "Estrategias disponibles:",
+  "plugin_enter_value": "Introduce tu %v %v",
+  "plugin_enable_bool_question": "Habilitar %v %v (true/false)",
+  "plugin_setup_skipped": "[%v] omitido\\n",
+  "plugin_question_bool": "%v%v (true/false, deja vacío para '%s' o escribe '%v' para eliminar el valor):",
+  "plugin_question_with_default": "%v%v (deja vacío para '%s' o escribe '%v' para eliminar el valor):",
+  "plugin_question_optional": "%v%v (deja vacío para omitir):",
+  "plugin_invalid_boolean_value": "valor booleano no válido: %v",
+  "plugin_setting_not_valid": "%v=%v no es válido",
+  "plugin_invalid_bool": "bool no válido: %q"
 }

internal/i18n/locales/fa.json

@@ -161,5 +161,129 @@
   "no_items_found": "هیچ %s",
   "no_description_available": "توضیحی در دسترس نیست",
   "i18n_download_failed": "دانلود ترجمه برای زبان '%s' ناموفق بود: %v",
-  "i18n_load_failed": "بارگذاری فایل ترجمه ناموفق بود: %v"
+  "i18n_load_failed": "بارگذاری فایل ترجمه ناموفق بود: %v",
+  "setup_welcome_header": "🎉 به Fabric خوش آمدید! بیایید تنظیمات را انجام دهیم.",
+  "setup_step_downloading_patterns": "📥 مرحله ۱: دانلود الگوها (برای کار Fabric ضروری است)...",
+  "setup_step_downloading_strategies": "📥 مرحله ۲: دانلود استراتژی‌ها (برای کار Fabric ضروری است)...",
+  "setup_step_configure_ai_provider": "🤖 مرحله ۳: پیکربندی یک ارائه‌دهنده هوش مصنوعی",
+  "setup_ai_provider_required": "Fabric برای کار کردن به حداقل یک ارائه‌دهنده هوش مصنوعی نیاز دارد.",
+  "setup_add_more_providers_later": "می‌توانید بعداً با 'fabric --setup' ارائه‌دهندگان بیشتری اضافه کنید",
+  "setup_step_setting_defaults": "⚙️  مرحله ۴: تنظیم ارائه‌دهنده و مدل پیش‌فرض...",
+  "setup_complete_header": "✅ تنظیمات کامل شد! اکنون می‌توانید از Fabric استفاده کنید.",
+  "setup_next_steps": "مراحل بعدی:",
+  "setup_list_patterns": "• نمایش الگوهای موجود: fabric -l",
+  "setup_try_pattern": "• امتحان یک الگو: echo 'متن شما' | fabric --pattern summarize",
+  "setup_configure_more": "• پیکربندی تنظیمات بیشتر: fabric --setup",
+  "setup_failed_download_patterns": "دانلود الگوها ناموفق بود: %w",
+  "setup_failed_download_strategies": "دانلود استراتژی‌ها ناموفق بود: %w",
+  "setup_failed_set_defaults": "تنظیم ارائه‌دهنده و مدل پیش‌فرض ناموفق بود: %w",
+  "setup_no_ai_provider_selected": "هیچ ارائه‌دهنده هوش مصنوعی انتخاب نشده - حداقل یکی ضروری است",
+  "setup_invalid_selection": "انتخاب نامعتبر: %s",
+  "setup_available_ai_providers": "ارائه‌دهندگان هوش مصنوعی موجود:",
+  "setup_enter_ai_provider_number": "شماره ارائه‌دهنده هوش مصنوعی",
+  "setup_available_plugins": "افزونه‌های موجود:",
+  "setup_plugin_number": "شماره افزونه",
+  "setup_plugin_prompt": "شماره افزونه‌ای را که می‌خواهید راه‌اندازی کنید وارد کنید",
+  "setup_required_configuration_header": "━━━ پیکربندی ضروری ━━━\n\nارائه‌دهندگان هوش مصنوعی [حداقل یکی ضروری است]",
+  "setup_required_tools": "ابزارهای ضروری",
+  "setup_optional_configuration_header": "━━━ پیکربندی اختیاری ━━━\n\nابزارهای اختیاری",
+  "setup_validation_header": "وضعیت پیکربندی:",
+  "setup_validation_ai_provider_configured": "✓ ارائه‌دهنده هوش مصنوعی پیکربندی شده",
+  "setup_validation_ai_provider_missing": "✗ ارائه‌دهنده هوش مصنوعی پیکربندی نشده - برای کار Fabric ضروری است",
+  "setup_validation_defaults_configured": "✓ ارائه‌دهنده/مدل پیش‌فرض تنظیم شده: %s/%s",
+  "setup_validation_defaults_missing": "✗ ارائه‌دهنده/مدل پیش‌فرض تنظیم نشده - برای کار Fabric ضروری است",
+  "setup_validation_patterns_configured": "✓ الگوها دانلود شده",
+  "setup_validation_patterns_missing": "✗ الگوها یافت نشد - برای کار Fabric ضروری است",
+  "setup_validation_strategies_configured": "✓ استراتژی‌ها دانلود شده",
+  "setup_validation_strategies_missing": "✗ استراتژی‌ها یافت نشد - برای کار Fabric ضروری است",
+  "setup_validation_incomplete_warning": "⚠️  تنظیمات ناقص! اجزای ضروری وجود ندارند.",
+  "setup_validation_incomplete_help": "دوباره 'fabric --setup' را اجرا کنید تا موارد ناقص را پیکربندی کنید،\nیا 'fabric -U' را برای دانلود الگوها و استراتژی‌ها اجرا کنید.",
+  "setup_validation_complete": "✓ تمام اجزای ضروری پیکربندی شده‌اند!",
+  "patterns_not_found_header": "⚠️  هیچ الگویی یافت نشد!",
+  "patterns_required_to_work": "الگوها برای کار Fabric ضروری هستند. برای رفع این مشکل:",
+  "patterns_option_run_setup": "گزینه ۱ (توصیه شده): اجرای تنظیمات برای دانلود الگوها",
+  "patterns_option_run_setup_command": "fabric --setup",
+  "patterns_option_run_update": "گزینه ۲: دانلود/به‌روزرسانی مستقیم الگوها",
+  "patterns_option_run_update_command": "fabric -U",
+  "pattern_not_found_no_patterns": "الگوی '%s' یافت نشد.\n\nهیچ الگویی نصب نشده است! برای رفع این مشکل:\n  • 'fabric --setup' را برای پیکربندی و دانلود الگوها اجرا کنید\n  • یا 'fabric -U' را برای دانلود/به‌روزرسانی الگوها اجرا کنید",
+  "pattern_not_found_list_available": "الگوی '%s' یافت نشد. برای مشاهده الگوهای موجود 'fabric -l' را اجرا کنید",
+  "plugin_configured": " ✓",
+  "plugin_not_configured": " ⚠️  پیکربندی نشده",
+  "defaults_setup_description": "ارائه‌دهنده و مدل هوش مصنوعی پیش‌فرض",
+  "defaults_model_question": "شاخص یا نام مدل پیش‌فرض خود را وارد کنید",
+  "defaults_model_context_length_question": "طول زمینه مدل را وارد کنید",
+  "custom_patterns_label": "الگوهای سفارشی",
+  "custom_patterns_setup_description": "الگوهای سفارشی - تنظیم دایرکتوری برای الگوهای سفارشی شما",
+  "custom_patterns_directory_question": "مسیر دایرکتوری الگوهای سفارشی خود را وارد کنید",
+  "jina_label": "Jina AI",
+  "jina_setup_description": "سرویس Jina AI - برای دریافت صفحه وب به‌صورت متن تمیز و سازگار با LLM",
+  "youtube_label": "YouTube",
+  "youtube_setup_description": "YouTube - برای دریافت رونوشت ویدیو (از طریق yt-dlp) و نظرات/متادیتا (از طریق API یوتیوب)",
+  "language_label": "زبان",
+  "language_setup_description": "زبان - زبان خروجی پیش‌فرض ارائه‌دهنده هوش مصنوعی",
+  "language_output_question": "زبان خروجی پیش‌فرض خود را وارد کنید (به عنوان مثال: zh_CN)",
+  "optional_marker": "(اختیاری)",
+  "required_marker": "[الزامی]",
+  "patterns_loader_label": "بارگذار الگوها",
+  "patterns_setup_description": "الگوها - دانلود الگوها",
+  "patterns_git_repo_url_label": "آدرس مخزن گیت",
+  "patterns_git_repo_url_question": "آدرس مخزن گیت پیش‌فرض برای الگوها را وارد کنید",
+  "patterns_git_repo_folder_label": "پوشه الگوها در مخزن گیت",
+  "patterns_git_repo_folder_question": "پوشه پیش‌فرض در مخزن گیت که الگوها در آن ذخیره می‌شوند را وارد کنید",
+  "patterns_failed_create_temp_folder": "ایجاد پوشه موقت الگوها ناموفق بود: %w",
+  "patterns_downloading": "در حال دانلود الگوها و پر کردن %s...\\n",
+  "patterns_failed_download_from_git": "دانلود الگوها از مخزن گیت ناموفق بود: %w",
+  "patterns_saving_updated_configuration": "💾 ذخیره پیکربندی به‌روزشده (مسیر از '%s' به '%s' تغییر کرد)...\\n",
+  "patterns_failed_move_patterns": "انتقال الگوها به شاخه پیکربندی ناموفق بود: %w",
+  "patterns_download_success": "✅ الگوها با موفقیت در %s دانلود و نصب شدند\\n",
+  "patterns_failed_unique_file": "ایجاد فایل الگوهای یکتا ناموفق بود: %w",
+  "patterns_failed_access_directory": "دسترسی به پوشه الگو '%s' ناموفق بود: %w",
+  "patterns_preserve_warning": "هشدار: الگوی سفارشی '%s' حفظ نشد: %v\\n",
+  "patterns_preserved_custom_pattern": "الگوی سفارشی حفظ شد: %s\\n",
+  "patterns_failed_create_temp_dir": "ایجاد پوشه موقت ناموفق بود: %w",
+  "patterns_cloning_repository": "در حال کلون کردن مخزن %s (مسیر: %s)...\\n",
+  "patterns_failed_download_from_repo": "دانلود الگوها از %s ناموفق بود: %w",
+  "patterns_failed_read_temp_directory": "خواندن پوشه موقت الگوها ناموفق بود: %w",
+  "patterns_no_patterns_migration_failed": "هیچ الگویی در مخزن با مسیر %s یافت نشد و مهاجرت هم ناموفق بود: %w",
+  "patterns_downloaded_temp": "%d الگو در پوشه موقت دانلود شد\\n",
+  "patterns_detected_old_path": "🔄 مسیر قدیمی الگو 'patterns' شناسایی شد، تلاش برای مهاجرت به 'data/patterns'...",
+  "patterns_warning_remove_test_folder": "هشدار: پوشه موقت آزمایشی '%s' حذف نشد: %v\\n",
+  "patterns_found_new_path": "✅ %d الگو در مسیر جدید '%s' پیدا شد، پیکربندی به‌روزرسانی می‌شود...\\n",
+  "patterns_failed_move_test_patterns": "انتقال الگوهای آزمایشی به پوشه موقت ناموفق بود: %w",
+  "patterns_unable_to_find_or_migrate": "الگویی در مسیر فعلی '%s' یافت نشد یا مهاجرت به ساختار جدید ممکن نبود",
+  "patterns_failed_read_directory": "خواندن پوشه الگوها ناموفق بود: %w",
+  "patterns_debug_included_custom_directory": "📂 الگوهای پوشه سفارشی نیز اضافه شد: %s\\n",
+  "patterns_warning_custom_directory": "هشدار: پوشه الگوی سفارشی %s قابل خواندن نیست: %v\\n",
+  "patterns_no_patterns_found_in_directories": "هیچ الگویی در پوشه‌های %s و %s پیدا نشد",
+  "patterns_no_patterns_found_in_directory": "هیچ الگویی در پوشه %s پیدا نشد",
+  "patterns_failed_write_unique_file": "نوشتن فایل الگوهای یکتا ناموفق بود: %w",
+  "patterns_unique_file_created": "📝 فایل الگوهای یکتا با %d الگو ایجاد شد\\n",
+  "patterns_no_patterns_copied": "هیچ الگویی با موفقیت به %s کپی نشد",
+  "patterns_failed_loaded_marker": "ایجاد فایل نشانه '%s' ناموفق بود: %w",
+  "strategies_label": "راهبردهای پرامپت",
+  "strategies_setup_description": "راهبردها - دانلود راهبردهای پرامپت (مثل chain of thought)",
+  "strategies_git_repo_url_label": "آدرس مخزن گیت",
+  "strategies_git_repo_url_question": "آدرس مخزن گیت پیش‌فرض برای راهبردها را وارد کنید",
+  "strategies_git_repo_folder_label": "پوشه راهبردها در مخزن گیت",
+  "strategies_git_repo_folder_question": "پوشه پیش‌فرض در مخزن گیت که راهبردها در آن ذخیره می‌شوند را وارد کنید",
+  "strategies_downloading": "در حال دانلود راهبردها و پر کردن %s...\\n",
+  "strategies_download_success": "✅ راهبردها با موفقیت در %s دانلود و نصب شدند\\n",
+  "strategies_home_dir_error": "دریافت پوشه خانگی ممکن نبود: %v",
+  "strategies_failed_create_directory": "ایجاد پوشه راهبردها ناموفق بود: %w",
+  "strategies_cloning_repository": "در حال کلون کردن مخزن %s (مسیر: %s)...\\n",
+  "strategies_failed_download": "دانلود راهبردها ناموفق بود: %w",
+  "strategies_downloaded_count": "%d راهبرد دانلود شد\\n",
+  "strategies_home_dir_fallback": "دریافت پوشه خانگی ممکن نبود: %v، از پوشه فعلی استفاده می‌شود",
+  "strategy_not_found": "راهبرد %s یافت نشد. برای مشاهده فهرست 'fabric --liststrategies' را اجرا کنید",
+  "strategies_none_found": "هیچ راهبردی پیدا نشد. برای دانلود راهبردها 'fabric --setup' را اجرا کنید",
+  "strategies_available_header": "راهبردهای موجود:",
+  "plugin_enter_value": "مقدار %v %v خود را وارد کنید",
+  "plugin_enable_bool_question": "%v %v را فعال کنید (true/false)",
+  "plugin_setup_skipped": "[%v] رد شد\\n",
+  "plugin_question_bool": "%v%v (true/false، برای '%s' خالی بگذارید یا '%v' را برای حذف مقدار بنویسید):",
+  "plugin_question_with_default": "%v%v (برای '%s' خالی بگذارید یا '%v' را برای حذف مقدار بنویسید):",
+  "plugin_question_optional": "%v%v (برای رد کردن خالی بگذارید):",
+  "plugin_invalid_boolean_value": "مقدار بولی نامعتبر: %v",
+  "plugin_setting_not_valid": "%v=%v معتبر نیست",
+  "plugin_invalid_bool": "مقدار bool نامعتبر: %q"
 }

internal/i18n/locales/fr.json

@@ -161,5 +161,129 @@
   "no_items_found": "Aucun %s",
   "no_description_available": "Aucune description disponible",
   "i18n_download_failed": "Échec du téléchargement de la traduction pour la langue '%s' : %v",
-  "i18n_load_failed": "Échec du chargement du fichier de traduction : %v"
+  "i18n_load_failed": "Échec du chargement du fichier de traduction : %v",
+  "setup_welcome_header": "🎉 Bienvenue sur Fabric ! Configurons votre installation.",
+  "setup_step_downloading_patterns": "📥 Étape 1 : Téléchargement des modèles (requis pour le fonctionnement de Fabric)...",
+  "setup_step_downloading_strategies": "📥 Étape 2 : Téléchargement des stratégies (requis pour le fonctionnement de Fabric)...",
+  "setup_step_configure_ai_provider": "🤖 Étape 3 : Configurer un fournisseur d'IA",
+  "setup_ai_provider_required": "Fabric a besoin d'au moins un fournisseur d'IA pour fonctionner.",
+  "setup_add_more_providers_later": "Vous pourrez ajouter d'autres fournisseurs plus tard avec 'fabric --setup'",
+  "setup_step_setting_defaults": "⚙️  Étape 4 : Configuration du fournisseur et du modèle par défaut...",
+  "setup_complete_header": "✅ Configuration terminée ! Vous pouvez maintenant utiliser Fabric.",
+  "setup_next_steps": "Prochaines étapes :",
+  "setup_list_patterns": "• Lister les modèles disponibles : fabric -l",
+  "setup_try_pattern": "• Essayer un modèle : echo 'votre texte' | fabric --pattern summarize",
+  "setup_configure_more": "• Configurer plus de paramètres : fabric --setup",
+  "setup_failed_download_patterns": "échec du téléchargement des modèles : %w",
+  "setup_failed_download_strategies": "échec du téléchargement des stratégies : %w",
+  "setup_failed_set_defaults": "échec de la configuration du fournisseur et du modèle par défaut : %w",
+  "setup_no_ai_provider_selected": "aucun fournisseur d'IA sélectionné - au moins un est requis",
+  "setup_invalid_selection": "sélection invalide : %s",
+  "setup_available_ai_providers": "Fournisseurs d'IA disponibles :",
+  "setup_enter_ai_provider_number": "Numéro du fournisseur d'IA",
+  "setup_available_plugins": "Plugins disponibles :",
+  "setup_plugin_number": "Numéro du plugin",
+  "setup_plugin_prompt": "Entrez le numéro du plugin à configurer",
+  "setup_required_configuration_header": "━━━ CONFIGURATION REQUISE ━━━\n\nFournisseurs d'IA [au moins un requis]",
+  "setup_required_tools": "Outils requis",
+  "setup_optional_configuration_header": "━━━ CONFIGURATION OPTIONNELLE ━━━\n\nOutils optionnels",
+  "setup_validation_header": "État de la configuration :",
+  "setup_validation_ai_provider_configured": "✓ Fournisseur d'IA configuré",
+  "setup_validation_ai_provider_missing": "✗ Fournisseur d'IA non configuré - Requis pour le fonctionnement de Fabric",
+  "setup_validation_defaults_configured": "✓ Fournisseur/modèle par défaut défini : %s/%s",
+  "setup_validation_defaults_missing": "✗ Fournisseur/modèle par défaut non défini - Requis pour le fonctionnement de Fabric",
+  "setup_validation_patterns_configured": "✓ Modèles téléchargés",
+  "setup_validation_patterns_missing": "✗ Modèles non trouvés - Requis pour le fonctionnement de Fabric",
+  "setup_validation_strategies_configured": "✓ Stratégies téléchargées",
+  "setup_validation_strategies_missing": "✗ Stratégies non trouvées - Requises pour le fonctionnement de Fabric",
+  "setup_validation_incomplete_warning": "⚠️  Configuration incomplète ! Composants requis manquants.",
+  "setup_validation_incomplete_help": "Exécutez à nouveau 'fabric --setup' pour configurer les éléments manquants,\nou exécutez 'fabric -U' pour télécharger les modèles et stratégies.",
+  "setup_validation_complete": "✓ Tous les composants requis sont configurés !",
+  "patterns_not_found_header": "⚠️  Aucun modèle trouvé !",
+  "patterns_required_to_work": "Les modèles sont requis pour le fonctionnement de Fabric. Pour résoudre ce problème :",
+  "patterns_option_run_setup": "Option 1 (Recommandée) : Exécuter la configuration pour télécharger les modèles",
+  "patterns_option_run_setup_command": "fabric --setup",
+  "patterns_option_run_update": "Option 2 : Télécharger/mettre à jour les modèles directement",
+  "patterns_option_run_update_command": "fabric -U",
+  "pattern_not_found_no_patterns": "modèle '%s' non trouvé.\n\nAucun modèle n'est installé ! Pour résoudre ce problème :\n  • Exécutez 'fabric --setup' pour configurer et télécharger les modèles\n  • Ou exécutez 'fabric -U' pour télécharger/mettre à jour les modèles directement",
+  "pattern_not_found_list_available": "modèle '%s' non trouvé. Exécutez 'fabric -l' pour voir les modèles disponibles",
+  "plugin_configured": " ✓",
+  "plugin_not_configured": " ⚠️  NON CONFIGURÉ",
+  "defaults_setup_description": "Fournisseur et modèle d'IA par défaut",
+  "defaults_model_question": "Saisissez l'index ou le nom de votre modèle par défaut",
+  "defaults_model_context_length_question": "Saisissez la longueur du contexte du modèle",
+  "custom_patterns_label": "Patrons personnalisés",
+  "custom_patterns_setup_description": "Patrons personnalisés - Définir le répertoire pour vos patrons personnalisés",
+  "custom_patterns_directory_question": "Saisissez le chemin vers votre répertoire de patrons personnalisés",
+  "jina_label": "Jina AI",
+  "jina_setup_description": "Service Jina AI - pour récupérer une page web sous forme de texte propre et compatible LLM",
+  "youtube_label": "YouTube",
+  "youtube_setup_description": "YouTube - pour récupérer les transcriptions vidéo (via yt-dlp) et les commentaires/métadonnées (via l'API YouTube)",
+  "language_label": "Langue",
+  "language_setup_description": "Langue - Langue de sortie par défaut du fournisseur d'IA",
+  "language_output_question": "Entrez votre langue de sortie par défaut (par exemple : zh_CN)",
+  "optional_marker": "(optionnel)",
+  "required_marker": "[obligatoire]",
+  "patterns_loader_label": "Chargeur de patrons",
+  "patterns_setup_description": "Patrons - Télécharge les patrons",
+  "patterns_git_repo_url_label": "URL du dépôt Git",
+  "patterns_git_repo_url_question": "Saisissez l'URL du dépôt Git par défaut pour les patrons",
+  "patterns_git_repo_folder_label": "Dossier des patrons dans le dépôt Git",
+  "patterns_git_repo_folder_question": "Saisissez le dossier par défaut du dépôt Git où sont stockés les patrons",
+  "patterns_failed_create_temp_folder": "impossible de créer le dossier temporaire des patrons : %w",
+  "patterns_downloading": "Téléchargement des patrons et remplissage de %s...\\n",
+  "patterns_failed_download_from_git": "échec du téléchargement des patrons depuis le dépôt Git : %w",
+  "patterns_saving_updated_configuration": "💾 Enregistrement de la configuration mise à jour (chemin changé de '%s' à '%s')...\\n",
+  "patterns_failed_move_patterns": "échec du déplacement des patrons vers le répertoire de configuration : %w",
+  "patterns_download_success": "✅ Patrons téléchargés et installés avec succès dans %s\\n",
+  "patterns_failed_unique_file": "échec de création du fichier de patrons uniques : %w",
+  "patterns_failed_access_directory": "impossible d'accéder au répertoire des patrons '%s' : %w",
+  "patterns_preserve_warning": "Avertissement : impossible de conserver le patron personnalisé '%s' : %v\\n",
+  "patterns_preserved_custom_pattern": "Patron personnalisé conservé : %s\\n",
+  "patterns_failed_create_temp_dir": "impossible de créer le répertoire temporaire : %w",
+  "patterns_cloning_repository": "Clonage du dépôt %s (chemin : %s)...\\n",
+  "patterns_failed_download_from_repo": "échec du téléchargement des patrons depuis %s : %w",
+  "patterns_failed_read_temp_directory": "échec de lecture du répertoire temporaire des patrons : %w",
+  "patterns_no_patterns_migration_failed": "aucun patron trouvé dans le dépôt au chemin %s et la migration a échoué : %w",
+  "patterns_downloaded_temp": "%d patrons téléchargés dans le répertoire temporaire\\n",
+  "patterns_detected_old_path": "🔄 Ancien chemin 'patterns' détecté, tentative de migration vers 'data/patterns'...",
+  "patterns_warning_remove_test_folder": "Avertissement : impossible de supprimer le dossier temporaire de test '%s' : %v\\n",
+  "patterns_found_new_path": "✅ %d patrons trouvés au nouveau chemin '%s', mise à jour de la configuration...\\n",
+  "patterns_failed_move_test_patterns": "échec du déplacement des patrons de test vers le dossier temporaire : %w",
+  "patterns_unable_to_find_or_migrate": "impossible de trouver des patrons au chemin actuel '%s' ou de migrer vers la nouvelle structure",
+  "patterns_failed_read_directory": "échec de lecture du répertoire des patrons : %w",
+  "patterns_debug_included_custom_directory": "📂 Patrons du répertoire personnalisé également inclus : %s\\n",
+  "patterns_warning_custom_directory": "Avertissement : impossible de lire le répertoire de patrons personnalisé %s : %v\\n",
+  "patterns_no_patterns_found_in_directories": "aucun patron trouvé dans les répertoires %s et %s",
+  "patterns_no_patterns_found_in_directory": "aucun patron trouvé dans le répertoire %s",
+  "patterns_failed_write_unique_file": "échec d'écriture du fichier de patrons uniques : %w",
+  "patterns_unique_file_created": "📝 Fichier de patrons uniques créé avec %d patrons\\n",
+  "patterns_no_patterns_copied": "aucun patron n'a été copié avec succès vers %s",
+  "patterns_failed_loaded_marker": "impossible de créer le fichier indicateur '%s' : %w",
+  "strategies_label": "Stratégies de prompt",
+  "strategies_setup_description": "Stratégies - Télécharge des stratégies de prompting (comme chain of thought)",
+  "strategies_git_repo_url_label": "URL du dépôt Git",
+  "strategies_git_repo_url_question": "Saisissez l'URL du dépôt Git par défaut pour les stratégies",
+  "strategies_git_repo_folder_label": "Dossier des stratégies dans le dépôt Git",
+  "strategies_git_repo_folder_question": "Saisissez le dossier par défaut du dépôt Git où sont stockées les stratégies",
+  "strategies_downloading": "Téléchargement des stratégies et remplissage de %s...\\n",
+  "strategies_download_success": "✅ Stratégies téléchargées et installées avec succès dans %s\\n",
+  "strategies_home_dir_error": "impossible d'obtenir le répertoire personnel : %v",
+  "strategies_failed_create_directory": "échec de création du répertoire des stratégies : %w",
+  "strategies_cloning_repository": "Clonage du dépôt %s (chemin : %s)...\\n",
+  "strategies_failed_download": "échec du téléchargement des stratégies : %w",
+  "strategies_downloaded_count": "%d stratégies téléchargées\\n",
+  "strategies_home_dir_fallback": "impossible d'obtenir le répertoire personnel : %v, utilisation du répertoire courant à la place",
+  "strategy_not_found": "stratégie %s introuvable. Exécutez 'fabric --liststrategies' pour voir la liste",
+  "strategies_none_found": "aucune stratégie trouvée. Exécutez 'fabric --setup' pour télécharger les stratégies",
+  "strategies_available_header": "Stratégies disponibles :",
+  "plugin_enter_value": "Saisissez votre %v %v",
+  "plugin_enable_bool_question": "Activer %v %v (true/false)",
+  "plugin_setup_skipped": "[%v] ignoré\\n",
+  "plugin_question_bool": "%v%v (true/false, laissez vide pour '%s' ou tapez '%v' pour supprimer la valeur) :",
+  "plugin_question_with_default": "%v%v (laissez vide pour '%s' ou tapez '%v' pour supprimer la valeur) :",
+  "plugin_question_optional": "%v%v (laissez vide pour passer) :",
+  "plugin_invalid_boolean_value": "valeur booléenne invalide : %v",
+  "plugin_setting_not_valid": "%v=%v n'est pas valide",
+  "plugin_invalid_bool": "booléen invalide : %q"
 }

internal/i18n/locales/it.json

@@ -161,5 +161,129 @@
   "no_items_found": "Nessun %s",
   "no_description_available": "Nessuna descrizione disponibile",
   "i18n_download_failed": "Fallito il download della traduzione per la lingua '%s': %v",
-  "i18n_load_failed": "Fallito il caricamento del file di traduzione: %v"
+  "i18n_load_failed": "Fallito il caricamento del file di traduzione: %v",
+  "setup_welcome_header": "🎉 Benvenuto su Fabric! Configuriamo tutto.",
+  "setup_step_downloading_patterns": "📥 Passo 1: Download dei pattern (richiesti per il funzionamento di Fabric)...",
+  "setup_step_downloading_strategies": "📥 Passo 2: Download delle strategie (richieste per il funzionamento di Fabric)...",
+  "setup_step_configure_ai_provider": "🤖 Passo 3: Configura un fornitore di IA",
+  "setup_ai_provider_required": "Fabric necessita di almeno un fornitore di IA per funzionare.",
+  "setup_add_more_providers_later": "Potrai aggiungere altri fornitori in seguito con 'fabric --setup'",
+  "setup_step_setting_defaults": "⚙️  Passo 4: Impostazione del fornitore e del modello predefiniti...",
+  "setup_complete_header": "✅ Configurazione completata! Ora puoi usare Fabric.",
+  "setup_next_steps": "Prossimi passi:",
+  "setup_list_patterns": "• Elenca i pattern disponibili: fabric -l",
+  "setup_try_pattern": "• Prova un pattern: echo 'il tuo testo' | fabric --pattern summarize",
+  "setup_configure_more": "• Configura altre impostazioni: fabric --setup",
+  "setup_failed_download_patterns": "download dei pattern fallito: %w",
+  "setup_failed_download_strategies": "download delle strategie fallito: %w",
+  "setup_failed_set_defaults": "impostazione del fornitore e del modello predefiniti fallita: %w",
+  "setup_no_ai_provider_selected": "nessun fornitore di IA selezionato - almeno uno è richiesto",
+  "setup_invalid_selection": "selezione non valida: %s",
+  "setup_available_ai_providers": "Fornitori di IA disponibili:",
+  "setup_enter_ai_provider_number": "Numero del fornitore di IA",
+  "setup_available_plugins": "Plugin disponibili:",
+  "setup_plugin_number": "Numero del plugin",
+  "setup_plugin_prompt": "Inserisci il numero del plugin da configurare",
+  "setup_required_configuration_header": "━━━ CONFIGURAZIONE RICHIESTA ━━━\n\nFornitori di IA [almeno uno richiesto]",
+  "setup_required_tools": "Strumenti richiesti",
+  "setup_optional_configuration_header": "━━━ CONFIGURAZIONE OPZIONALE ━━━\n\nStrumenti opzionali",
+  "setup_validation_header": "Stato della configurazione:",
+  "setup_validation_ai_provider_configured": "✓ Fornitore di IA configurato",
+  "setup_validation_ai_provider_missing": "✗ Fornitore di IA non configurato - Richiesto per il funzionamento di Fabric",
+  "setup_validation_defaults_configured": "✓ Fornitore/modello predefinito impostato: %s/%s",
+  "setup_validation_defaults_missing": "✗ Fornitore/modello predefinito non impostato - Richiesto per il funzionamento di Fabric",
+  "setup_validation_patterns_configured": "✓ Pattern scaricati",
+  "setup_validation_patterns_missing": "✗ Pattern non trovati - Richiesti per il funzionamento di Fabric",
+  "setup_validation_strategies_configured": "✓ Strategie scaricate",
+  "setup_validation_strategies_missing": "✗ Strategie non trovate - Richieste per il funzionamento di Fabric",
+  "setup_validation_incomplete_warning": "⚠️  Configurazione incompleta! Componenti richiesti mancanti.",
+  "setup_validation_incomplete_help": "Esegui di nuovo 'fabric --setup' per configurare gli elementi mancanti,\noppure esegui 'fabric -U' per scaricare pattern e strategie.",
+  "setup_validation_complete": "✓ Tutti i componenti richiesti sono configurati!",
+  "patterns_not_found_header": "⚠️  Nessun pattern trovato!",
+  "patterns_required_to_work": "I pattern sono richiesti per il funzionamento di Fabric. Per risolvere:",
+  "patterns_option_run_setup": "Opzione 1 (Consigliata): Esegui la configurazione per scaricare i pattern",
+  "patterns_option_run_setup_command": "fabric --setup",
+  "patterns_option_run_update": "Opzione 2: Scarica/aggiorna i pattern direttamente",
+  "patterns_option_run_update_command": "fabric -U",
+  "pattern_not_found_no_patterns": "pattern '%s' non trovato.\n\nNessun pattern installato! Per risolvere:\n  • Esegui 'fabric --setup' per configurare e scaricare i pattern\n  • Oppure esegui 'fabric -U' per scaricare/aggiornare i pattern direttamente",
+  "pattern_not_found_list_available": "pattern '%s' non trovato. Esegui 'fabric -l' per vedere i pattern disponibili",
+  "plugin_configured": " ✓",
+  "plugin_not_configured": " ⚠️  NON CONFIGURATO",
+  "defaults_setup_description": "Fornitore e modello AI predefiniti",
+  "defaults_model_question": "Inserisci l'indice o il nome del tuo modello predefinito",
+  "defaults_model_context_length_question": "Inserisci la lunghezza del contesto del modello",
+  "custom_patterns_label": "Pattern personalizzati",
+  "custom_patterns_setup_description": "Pattern personalizzati - Imposta la directory per i tuoi pattern personalizzati",
+  "custom_patterns_directory_question": "Inserisci il percorso della directory dei tuoi pattern personalizzati",
+  "jina_label": "Jina AI",
+  "jina_setup_description": "Servizio Jina AI - per ottenere una pagina web come testo pulito e compatibile con LLM",
+  "youtube_label": "YouTube",
+  "youtube_setup_description": "YouTube - per ottenere trascrizioni video (tramite yt-dlp) e commenti/metadati (tramite API YouTube)",
+  "language_label": "Lingua",
+  "language_setup_description": "Lingua - Lingua di output predefinita del fornitore di IA",
+  "language_output_question": "Inserisci la tua lingua di output predefinita (ad esempio: zh_CN)",
+  "optional_marker": "(opzionale)",
+  "required_marker": "[obbligatorio]",
+  "patterns_loader_label": "Caricatore pattern",
+  "patterns_setup_description": "Pattern - Scarica i pattern",
+  "patterns_git_repo_url_label": "URL repository Git",
+  "patterns_git_repo_url_question": "Inserisci l'URL del repository Git predefinito per i pattern",
+  "patterns_git_repo_folder_label": "Cartella dei pattern nel repository Git",
+  "patterns_git_repo_folder_question": "Inserisci la cartella predefinita nel repository Git dove sono memorizzati i pattern",
+  "patterns_failed_create_temp_folder": "impossibile creare la cartella temporanea dei pattern: %w",
+  "patterns_downloading": "Download dei pattern e popolamento di %s...\\n",
+  "patterns_failed_download_from_git": "impossibile scaricare i pattern dal repository Git: %w",
+  "patterns_saving_updated_configuration": "💾 Salvataggio configurazione aggiornata (percorso cambiato da '%s' a '%s')...\\n",
+  "patterns_failed_move_patterns": "impossibile spostare i pattern nella directory di configurazione: %w",
+  "patterns_download_success": "✅ Pattern scaricati e installati correttamente in %s\\n",
+  "patterns_failed_unique_file": "impossibile creare il file dei pattern univoci: %w",
+  "patterns_failed_access_directory": "impossibile accedere alla directory dei pattern '%s': %w",
+  "patterns_preserve_warning": "Avviso: impossibile conservare il pattern personalizzato '%s': %v\\n",
+  "patterns_preserved_custom_pattern": "Pattern personalizzato conservato: %s\\n",
+  "patterns_failed_create_temp_dir": "impossibile creare la directory temporanea: %w",
+  "patterns_cloning_repository": "Clonazione del repository %s (percorso: %s)...\\n",
+  "patterns_failed_download_from_repo": "impossibile scaricare i pattern da %s: %w",
+  "patterns_failed_read_temp_directory": "impossibile leggere la directory temporanea dei pattern: %w",
+  "patterns_no_patterns_migration_failed": "nessun pattern trovato nel repository al percorso %s e migrazione non riuscita: %w",
+  "patterns_downloaded_temp": "%d pattern scaricati nella directory temporanea\\n",
+  "patterns_detected_old_path": "🔄 Rilevato vecchio percorso 'patterns', tentativo di migrazione a 'data/patterns'...",
+  "patterns_warning_remove_test_folder": "Avviso: impossibile rimuovere la cartella temporanea di test '%s': %v\\n",
+  "patterns_found_new_path": "✅ Trovati %d pattern nel nuovo percorso '%s', aggiornamento configurazione...\\n",
+  "patterns_failed_move_test_patterns": "impossibile spostare i pattern di test nella cartella temporanea: %w",
+  "patterns_unable_to_find_or_migrate": "impossibile trovare pattern nel percorso attuale '%s' o migrare alla nuova struttura",
+  "patterns_failed_read_directory": "impossibile leggere la directory dei pattern: %w",
+  "patterns_debug_included_custom_directory": "📂 Inclusi anche i pattern dalla directory personalizzata: %s\\n",
+  "patterns_warning_custom_directory": "Avviso: impossibile leggere la directory dei pattern personalizzata %s: %v\\n",
+  "patterns_no_patterns_found_in_directories": "nessun pattern trovato nelle directory %s e %s",
+  "patterns_no_patterns_found_in_directory": "nessun pattern trovato nella directory %s",
+  "patterns_failed_write_unique_file": "impossibile scrivere il file dei pattern univoci: %w",
+  "patterns_unique_file_created": "📝 File dei pattern univoci creato con %d pattern\\n",
+  "patterns_no_patterns_copied": "nessun pattern copiato correttamente in %s",
+  "patterns_failed_loaded_marker": "impossibile creare il file di marker '%s': %w",
+  "strategies_label": "Strategie di prompt",
+  "strategies_setup_description": "Strategie - Scarica strategie di prompting (come chain of thought)",
+  "strategies_git_repo_url_label": "URL repository Git",
+  "strategies_git_repo_url_question": "Inserisci l'URL del repository Git predefinito per le strategie",
+  "strategies_git_repo_folder_label": "Cartella delle strategie nel repository Git",
+  "strategies_git_repo_folder_question": "Inserisci la cartella predefinita nel repository Git dove sono memorizzate le strategie",
+  "strategies_downloading": "Download delle strategie e popolamento di %s...\\n",
+  "strategies_download_success": "✅ Strategie scaricate e installate correttamente in %s\\n",
+  "strategies_home_dir_error": "impossibile ottenere la home directory: %v",
+  "strategies_failed_create_directory": "impossibile creare la directory delle strategie: %w",
+  "strategies_cloning_repository": "Clonazione del repository %s (percorso: %s)...\\n",
+  "strategies_failed_download": "impossibile scaricare le strategie: %w",
+  "strategies_downloaded_count": "%d strategie scaricate\\n",
+  "strategies_home_dir_fallback": "impossibile ottenere la home directory: %v, uso la directory corrente",
+  "strategy_not_found": "strategia %s non trovata. Esegui 'fabric --liststrategies' per l'elenco",
+  "strategies_none_found": "nessuna strategia trovata. Esegui 'fabric --setup' per scaricare le strategie",
+  "strategies_available_header": "Strategie disponibili:",
+  "plugin_enter_value": "Inserisci il tuo %v %v",
+  "plugin_enable_bool_question": "Abilita %v %v (true/false)",
+  "plugin_setup_skipped": "[%v] saltato\\n",
+  "plugin_question_bool": "%v%v (true/false, lascia vuoto per '%s' o digita '%v' per rimuovere il valore):",
+  "plugin_question_with_default": "%v%v (lascia vuoto per '%s' o digita '%v' per rimuovere il valore):",
+  "plugin_question_optional": "%v%v (lascia vuoto per saltare):",
+  "plugin_invalid_boolean_value": "valore booleano non valido: %v",
+  "plugin_setting_not_valid": "%v=%v non è valido",
+  "plugin_invalid_bool": "bool non valido: %q"
 }

internal/i18n/locales/ja.json

@@ -161,5 +161,129 @@
   "no_items_found": "%s がありません",
   "no_description_available": "説明がありません",
   "i18n_download_failed": "言語 '%s' の翻訳のダウンロードに失敗しました: %v",
-  "i18n_load_failed": "翻訳ファイルの読み込みに失敗しました: %v"
+  "i18n_load_failed": "翻訳ファイルの読み込みに失敗しました: %v",
+  "setup_welcome_header": "🎉 Fabricへようこそ！セットアップを始めましょう。",
+  "setup_step_downloading_patterns": "📥 ステップ1: パターンをダウンロード中（Fabricの動作に必要です）...",
+  "setup_step_downloading_strategies": "📥 ステップ2: ストラテジーをダウンロード中（Fabricの動作に必要です）...",
+  "setup_step_configure_ai_provider": "🤖 ステップ3: AIプロバイダーを設定",
+  "setup_ai_provider_required": "Fabricを動作させるには、少なくとも1つのAIプロバイダーが必要です。",
+  "setup_add_more_providers_later": "'fabric --setup'で後からプロバイダーを追加できます",
+  "setup_step_setting_defaults": "⚙️  ステップ4: デフォルトのベンダーとモデルを設定中...",
+  "setup_complete_header": "✅ セットアップ完了！Fabricを使用できます。",
+  "setup_next_steps": "次のステップ:",
+  "setup_list_patterns": "• 利用可能なパターンを一覧表示: fabric -l",
+  "setup_try_pattern": "• パターンを試す: echo 'テキスト' | fabric --pattern summarize",
+  "setup_configure_more": "• その他の設定: fabric --setup",
+  "setup_failed_download_patterns": "パターンのダウンロードに失敗しました: %w",
+  "setup_failed_download_strategies": "ストラテジーのダウンロードに失敗しました: %w",
+  "setup_failed_set_defaults": "デフォルトのベンダーとモデルの設定に失敗しました: %w",
+  "setup_no_ai_provider_selected": "AIプロバイダーが選択されていません - 少なくとも1つは必要です",
+  "setup_invalid_selection": "無効な選択: %s",
+  "setup_available_ai_providers": "利用可能なAIプロバイダー:",
+  "setup_enter_ai_provider_number": "AIプロバイダー番号",
+  "setup_available_plugins": "利用可能なプラグイン:",
+  "setup_plugin_number": "プラグイン番号",
+  "setup_plugin_prompt": "セットアップするプラグインの番号を入力してください",
+  "setup_required_configuration_header": "━━━ 必須設定 ━━━\n\nAIベンダー [少なくとも1つ必要]",
+  "setup_required_tools": "必須ツール",
+  "setup_optional_configuration_header": "━━━ オプション設定 ━━━\n\nオプションツール",
+  "setup_validation_header": "設定状況:",
+  "setup_validation_ai_provider_configured": "✓ AIプロバイダー設定済み",
+  "setup_validation_ai_provider_missing": "✗ AIプロバイダー未設定 - Fabricの動作に必要です",
+  "setup_validation_defaults_configured": "✓ デフォルトのベンダー/モデル設定済み: %s/%s",
+  "setup_validation_defaults_missing": "✗ デフォルトのベンダー/モデル未設定 - Fabricの動作に必要です",
+  "setup_validation_patterns_configured": "✓ パターンダウンロード済み",
+  "setup_validation_patterns_missing": "✗ パターンが見つかりません - Fabricの動作に必要です",
+  "setup_validation_strategies_configured": "✓ ストラテジーダウンロード済み",
+  "setup_validation_strategies_missing": "✗ ストラテジーが見つかりません - Fabricの動作に必要です",
+  "setup_validation_incomplete_warning": "⚠️  セットアップ未完了！必要なコンポーネントが不足しています。",
+  "setup_validation_incomplete_help": "'fabric --setup'を再度実行して不足項目を設定するか、\n'fabric -U'を実行してパターンとストラテジーをダウンロードしてください。",
+  "setup_validation_complete": "✓ 必要なコンポーネントがすべて設定されています！",
+  "patterns_not_found_header": "⚠️  パターンが見つかりません！",
+  "patterns_required_to_work": "Fabricを動作させるにはパターンが必要です。解決するには:",
+  "patterns_option_run_setup": "オプション1（推奨）: セットアップを実行してパターンをダウンロード",
+  "patterns_option_run_setup_command": "fabric --setup",
+  "patterns_option_run_update": "オプション2: パターンを直接ダウンロード/更新",
+  "patterns_option_run_update_command": "fabric -U",
+  "pattern_not_found_no_patterns": "パターン '%s' が見つかりません。\n\nパターンがインストールされていません！解決するには:\n  • 'fabric --setup'を実行してパターンを設定・ダウンロード\n  • または'fabric -U'を実行してパターンをダウンロード/更新",
+  "pattern_not_found_list_available": "パターン '%s' が見つかりません。'fabric -l'で利用可能なパターンを確認してください",
+  "plugin_configured": " ✓",
+  "plugin_not_configured": " ⚠️  未設定",
+  "defaults_setup_description": "デフォルトのAIプロバイダーとモデル",
+  "defaults_model_question": "デフォルトモデルのインデックスまたは名前を入力してください",
+  "defaults_model_context_length_question": "モデルのコンテキスト長を入力してください",
+  "custom_patterns_label": "カスタムパターン",
+  "custom_patterns_setup_description": "カスタムパターン - カスタムパターン用のディレクトリを設定",
+  "custom_patterns_directory_question": "カスタムパターンディレクトリのパスを入力してください",
+  "jina_label": "Jina AI",
+  "jina_setup_description": "Jina AI サービス - ウェブページをクリーンでLLMフレンドリーなテキストとして取得",
+  "youtube_label": "YouTube",
+  "youtube_setup_description": "YouTube - 動画の転写(yt-dlp経由)とコメント/メタデータ(YouTube API経由)を取得",
+  "language_label": "言語",
+  "language_setup_description": "言語 - AIプロバイダーのデフォルト出力言語",
+  "language_output_question": "デフォルト出力言語を入力してください（例：zh_CN）",
+  "optional_marker": "(オプション)",
+  "required_marker": "【必須】",
+  "patterns_loader_label": "パターンローダー",
+  "patterns_setup_description": "パターン - パターンをダウンロードします",
+  "patterns_git_repo_url_label": "Git リポジトリ URL",
+  "patterns_git_repo_url_question": "パターン用のデフォルト Git リポジトリ URL を入力してください",
+  "patterns_git_repo_folder_label": "Git リポジトリ内のパターンフォルダー",
+  "patterns_git_repo_folder_question": "パターンが格納されている Git リポジトリ内のデフォルトフォルダーを入力してください",
+  "patterns_failed_create_temp_folder": "一時パターンフォルダーの作成に失敗しました: %w",
+  "patterns_downloading": "パターンをダウンロードして %s を構成しています...\\n",
+  "patterns_failed_download_from_git": "Git リポジトリからパターンをダウンロードできませんでした: %w",
+  "patterns_saving_updated_configuration": "💾 更新された設定を保存しています (パスを '%s' から '%s' に変更)...\\n",
+  "patterns_failed_move_patterns": "パターンを設定ディレクトリへ移動できませんでした: %w",
+  "patterns_download_success": "✅ パターンを %s に正常にダウンロードしてインストールしました\\n",
+  "patterns_failed_unique_file": "ユニークパターンファイルの作成に失敗しました: %w",
+  "patterns_failed_access_directory": "パターンディレクトリ '%s' にアクセスできませんでした: %w",
+  "patterns_preserve_warning": "警告: カスタムパターン '%s' を保持できませんでした: %v\\n",
+  "patterns_preserved_custom_pattern": "カスタムパターンを保持しました: %s\\n",
+  "patterns_failed_create_temp_dir": "一時ディレクトリの作成に失敗しました: %w",
+  "patterns_cloning_repository": "リポジトリ %s をクローン中 (パス: %s)...\\n",
+  "patterns_failed_download_from_repo": "%s からパターンをダウンロードできませんでした: %w",
+  "patterns_failed_read_temp_directory": "一時パターンディレクトリの読み取りに失敗しました: %w",
+  "patterns_no_patterns_migration_failed": "リポジトリのパス %s にパターンが見つからず、移行にも失敗しました: %w",
+  "patterns_downloaded_temp": "%d 個のパターンを一時ディレクトリにダウンロードしました\\n",
+  "patterns_detected_old_path": "🔄 旧パス 'patterns' を検出、'data/patterns' への移行を試みます...",
+  "patterns_warning_remove_test_folder": "警告: テスト用の一時フォルダー '%s' を削除できませんでした: %v\\n",
+  "patterns_found_new_path": "✅ 新しいパス '%s' で %d 個のパターンを確認、設定を更新します...\\n",
+  "patterns_failed_move_test_patterns": "テストパターンを一時フォルダーへ移動できませんでした: %w",
+  "patterns_unable_to_find_or_migrate": "現在のパス '%s' でパターンが見つからず、新しい構成への移行もできません",
+  "patterns_failed_read_directory": "パターンディレクトリの読み取りに失敗しました: %w",
+  "patterns_debug_included_custom_directory": "📂 カスタムディレクトリのパターンも含めました: %s\\n",
+  "patterns_warning_custom_directory": "警告: カスタムパターンディレクトリ %s を読み取れませんでした: %v\\n",
+  "patterns_no_patterns_found_in_directories": "%s と %s にパターンが見つかりません",
+  "patterns_no_patterns_found_in_directory": "ディレクトリ %s にパターンが見つかりません",
+  "patterns_failed_write_unique_file": "ユニークパターンファイルの書き込みに失敗しました: %w",
+  "patterns_unique_file_created": "📝 %d 個のパターンでユニークパターンファイルを作成しました\\n",
+  "patterns_no_patterns_copied": "%s にパターンをコピーできませんでした",
+  "patterns_failed_loaded_marker": "マーカーファイル '%s' を作成できませんでした: %w",
+  "strategies_label": "プロンプト戦略",
+  "strategies_setup_description": "戦略 - プロンプト戦略（chain of thought など）をダウンロード",
+  "strategies_git_repo_url_label": "Git リポジトリ URL",
+  "strategies_git_repo_url_question": "戦略用のデフォルト Git リポジトリ URL を入力してください",
+  "strategies_git_repo_folder_label": "Git リポジトリ内の戦略フォルダー",
+  "strategies_git_repo_folder_question": "戦略が保存されている Git リポジトリ内のデフォルトフォルダーを入力してください",
+  "strategies_downloading": "戦略をダウンロードして %s を構成しています...\\n",
+  "strategies_download_success": "✅ 戦略を %s に正常にダウンロードしてインストールしました\\n",
+  "strategies_home_dir_error": "ホームディレクトリを取得できませんでした: %v",
+  "strategies_failed_create_directory": "戦略ディレクトリを作成できませんでした: %w",
+  "strategies_cloning_repository": "リポジトリ %s をクローン中 (パス: %s)...\\n",
+  "strategies_failed_download": "戦略のダウンロードに失敗しました: %w",
+  "strategies_downloaded_count": "%d 件の戦略をダウンロードしました\\n",
+  "strategies_home_dir_fallback": "ホームディレクトリを取得できませんでした: %v、代わりにカレントディレクトリを使用します",
+  "strategy_not_found": "戦略 %s が見つかりません。'fabric --liststrategies' を実行して一覧を確認してください",
+  "strategies_none_found": "戦略が見つかりません。'fabric --setup' を実行して戦略をダウンロードしてください",
+  "strategies_available_header": "利用可能な戦略:",
+  "plugin_enter_value": "%v の %v を入力してください",
+  "plugin_enable_bool_question": "%v の %v を有効にしますか (true/false)",
+  "plugin_setup_skipped": "[%v] スキップされました\\n",
+  "plugin_question_bool": "%v%v (true/false、'%s' を使うには空欄のまま、値を削除するには '%v' と入力):",
+  "plugin_question_with_default": "%v%v ('%s' を使うには空欄のまま、値を削除するには '%v' と入力):",
+  "plugin_question_optional": "%v%v (スキップするには空欄のまま):",
+  "plugin_invalid_boolean_value": "無効なブール値です: %v",
+  "plugin_setting_not_valid": "%v=%v は無効です",
+  "plugin_invalid_bool": "無効な bool です: %q"
 }

internal/i18n/locales/pt-BR.json

@@ -161,5 +161,129 @@
   "no_items_found": "Nenhum %s",
   "no_description_available": "Nenhuma descrição disponível",
   "i18n_download_failed": "Falha ao baixar tradução para o idioma '%s': %v",
-  "i18n_load_failed": "Falha ao carregar arquivo de tradução: %v"
+  "i18n_load_failed": "Falha ao carregar arquivo de tradução: %v",
+  "setup_welcome_header": "🎉 Bem-vindo ao Fabric! Vamos configurar tudo.",
+  "setup_step_downloading_patterns": "📥 Passo 1: Baixando padrões (necessários para o Fabric funcionar)...",
+  "setup_step_downloading_strategies": "📥 Passo 2: Baixando estratégias (necessárias para o Fabric funcionar)...",
+  "setup_step_configure_ai_provider": "🤖 Passo 3: Configurar um provedor de IA",
+  "setup_ai_provider_required": "O Fabric precisa de pelo menos um provedor de IA para funcionar.",
+  "setup_add_more_providers_later": "Você poderá adicionar mais provedores depois com 'fabric --setup'",
+  "setup_step_setting_defaults": "⚙️  Passo 4: Configurando provedor e modelo padrão...",
+  "setup_complete_header": "✅ Configuração completa! Agora você pode usar o Fabric.",
+  "setup_next_steps": "Próximos passos:",
+  "setup_list_patterns": "• Listar padrões disponíveis: fabric -l",
+  "setup_try_pattern": "• Experimentar um padrão: echo 'seu texto' | fabric --pattern summarize",
+  "setup_configure_more": "• Configurar mais opções: fabric --setup",
+  "setup_failed_download_patterns": "falha ao baixar padrões: %w",
+  "setup_failed_download_strategies": "falha ao baixar estratégias: %w",
+  "setup_failed_set_defaults": "falha ao configurar provedor e modelo padrão: %w",
+  "setup_no_ai_provider_selected": "nenhum provedor de IA selecionado - pelo menos um é necessário",
+  "setup_invalid_selection": "seleção inválida: %s",
+  "setup_available_ai_providers": "Provedores de IA Disponíveis:",
+  "setup_enter_ai_provider_number": "Número do Provedor de IA",
+  "setup_available_plugins": "Plugins disponíveis:",
+  "setup_plugin_number": "Número do Plugin",
+  "setup_plugin_prompt": "Informe o número do plugin a configurar",
+  "setup_required_configuration_header": "━━━ CONFIGURAÇÃO OBRIGATÓRIA ━━━\n\nProvedores de IA [pelo menos um obrigatório]",
+  "setup_required_tools": "Ferramentas Obrigatórias",
+  "setup_optional_configuration_header": "━━━ CONFIGURAÇÃO OPCIONAL ━━━\n\nFerramentas Opcionais",
+  "setup_validation_header": "Status da Configuração:",
+  "setup_validation_ai_provider_configured": "✓ Provedor de IA configurado",
+  "setup_validation_ai_provider_missing": "✗ Provedor de IA não configurado - Necessário para o Fabric funcionar",
+  "setup_validation_defaults_configured": "✓ Provedor/modelo padrão definido: %s/%s",
+  "setup_validation_defaults_missing": "✗ Provedor/modelo padrão não definido - Necessário para o Fabric funcionar",
+  "setup_validation_patterns_configured": "✓ Padrões baixados",
+  "setup_validation_patterns_missing": "✗ Padrões não encontrados - Necessários para o Fabric funcionar",
+  "setup_validation_strategies_configured": "✓ Estratégias baixadas",
+  "setup_validation_strategies_missing": "✗ Estratégias não encontradas - Necessárias para o Fabric funcionar",
+  "setup_validation_incomplete_warning": "⚠️  Configuração incompleta! Componentes necessários ausentes.",
+  "setup_validation_incomplete_help": "Execute 'fabric --setup' novamente para configurar itens faltantes,\nou execute 'fabric -U' para baixar padrões e estratégias.",
+  "setup_validation_complete": "✓ Todos os componentes necessários estão configurados!",
+  "patterns_not_found_header": "⚠️  Nenhum padrão encontrado!",
+  "patterns_required_to_work": "Padrões são necessários para o Fabric funcionar. Para resolver:",
+  "patterns_option_run_setup": "Opção 1 (Recomendada): Execute a configuração para baixar padrões",
+  "patterns_option_run_setup_command": "fabric --setup",
+  "patterns_option_run_update": "Opção 2: Baixar/atualizar padrões diretamente",
+  "patterns_option_run_update_command": "fabric -U",
+  "pattern_not_found_no_patterns": "padrão '%s' não encontrado.\n\nNenhum padrão instalado! Para resolver:\n  • Execute 'fabric --setup' para configurar e baixar padrões\n  • Ou execute 'fabric -U' para baixar/atualizar padrões diretamente",
+  "pattern_not_found_list_available": "padrão '%s' não encontrado. Execute 'fabric -l' para ver os padrões disponíveis",
+  "plugin_configured": " ✓",
+  "plugin_not_configured": " ⚠️  NÃO CONFIGURADO",
+  "defaults_setup_description": "Provedor e modelo de IA padrão",
+  "defaults_model_question": "Informe o índice ou o nome do seu modelo padrão",
+  "defaults_model_context_length_question": "Informe o comprimento do contexto do modelo",
+  "custom_patterns_label": "Padrões personalizados",
+  "custom_patterns_setup_description": "Padrões personalizados - Definir diretório para seus padrões personalizados",
+  "custom_patterns_directory_question": "Informe o caminho para seu diretório de padrões personalizados",
+  "jina_label": "Jina AI",
+  "jina_setup_description": "Serviço Jina AI - para obter uma página web como texto limpo e compatível com LLM",
+  "youtube_label": "YouTube",
+  "youtube_setup_description": "YouTube - para obter transcrições de vídeo (via yt-dlp) e comentários/metadados (via API do YouTube)",
+  "language_label": "Idioma",
+  "language_setup_description": "Idioma - Idioma de saída padrão do provedor de IA",
+  "language_output_question": "Informe o seu idioma de saída padrão (por exemplo: zh_CN)",
+  "optional_marker": "(opcional)",
+  "required_marker": "[obrigatório]",
+  "patterns_loader_label": "Carregador de padrões",
+  "patterns_setup_description": "Padrões - Baixa os padrões",
+  "patterns_git_repo_url_label": "URL do repositório Git",
+  "patterns_git_repo_url_question": "Informe a URL padrão do repositório Git para os padrões",
+  "patterns_git_repo_folder_label": "Pasta de padrões no repositório Git",
+  "patterns_git_repo_folder_question": "Informe a pasta padrão no repositório Git onde os padrões ficam armazenados",
+  "patterns_failed_create_temp_folder": "falha ao criar a pasta temporária de padrões: %w",
+  "patterns_downloading": "Baixando padrões e populando %s...\\n",
+  "patterns_failed_download_from_git": "falha ao baixar padrões do repositório Git: %w",
+  "patterns_saving_updated_configuration": "💾 Salvando configuração atualizada (caminho alterado de '%s' para '%s')...\\n",
+  "patterns_failed_move_patterns": "falha ao mover os padrões para o diretório de configuração: %w",
+  "patterns_download_success": "✅ Padrões baixados e instalados com sucesso em %s\\n",
+  "patterns_failed_unique_file": "falha ao criar o arquivo de padrões únicos: %w",
+  "patterns_failed_access_directory": "falha ao acessar o diretório de padrões '%s': %w",
+  "patterns_preserve_warning": "Aviso: não foi possível preservar o padrão personalizado '%s': %v\\n",
+  "patterns_preserved_custom_pattern": "Padrão personalizado preservado: %s\\n",
+  "patterns_failed_create_temp_dir": "falha ao criar diretório temporário: %w",
+  "patterns_cloning_repository": "Clonando repositório %s (caminho: %s)...\\n",
+  "patterns_failed_download_from_repo": "falha ao baixar padrões de %s: %w",
+  "patterns_failed_read_temp_directory": "falha ao ler o diretório temporário de padrões: %w",
+  "patterns_no_patterns_migration_failed": "nenhum padrão encontrado no repositório no caminho %s e a migração falhou: %w",
+  "patterns_downloaded_temp": "%d padrões baixados para o diretório temporário\\n",
+  "patterns_detected_old_path": "🔄 Caminho antigo 'patterns' detectado, tentando migrar para 'data/patterns'...",
+  "patterns_warning_remove_test_folder": "Aviso: não foi possível remover a pasta temporária de teste '%s': %v\\n",
+  "patterns_found_new_path": "✅ %d padrões encontrados no novo caminho '%s', atualizando configuração...\\n",
+  "patterns_failed_move_test_patterns": "falha ao mover padrões de teste para a pasta temporária: %w",
+  "patterns_unable_to_find_or_migrate": "não foi possível encontrar padrões no caminho atual '%s' ou migrar para a nova estrutura",
+  "patterns_failed_read_directory": "falha ao ler o diretório de padrões: %w",
+  "patterns_debug_included_custom_directory": "📂 Também incluídos os padrões do diretório personalizado: %s\\n",
+  "patterns_warning_custom_directory": "Aviso: não foi possível ler o diretório de padrões personalizado %s: %v\\n",
+  "patterns_no_patterns_found_in_directories": "nenhum padrão encontrado nos diretórios %s e %s",
+  "patterns_no_patterns_found_in_directory": "nenhum padrão encontrado no diretório %s",
+  "patterns_failed_write_unique_file": "falha ao gravar o arquivo de padrões únicos: %w",
+  "patterns_unique_file_created": "📝 Arquivo de padrões únicos criado com %d padrões\\n",
+  "patterns_no_patterns_copied": "nenhum padrão foi copiado com sucesso para %s",
+  "patterns_failed_loaded_marker": "falha ao criar o arquivo marcador '%s': %w",
+  "strategies_label": "Estratégias de prompt",
+  "strategies_setup_description": "Estratégias - Baixa estratégias de prompting (como chain of thought)",
+  "strategies_git_repo_url_label": "URL do repositório Git",
+  "strategies_git_repo_url_question": "Informe a URL padrão do repositório Git para as estratégias",
+  "strategies_git_repo_folder_label": "Pasta de estratégias no repositório Git",
+  "strategies_git_repo_folder_question": "Informe a pasta padrão no repositório Git onde as estratégias ficam armazenadas",
+  "strategies_downloading": "Baixando estratégias e populando %s...\\n",
+  "strategies_download_success": "✅ Estratégias baixadas e instaladas com sucesso em %s\\n",
+  "strategies_home_dir_error": "não foi possível obter o diretório home: %v",
+  "strategies_failed_create_directory": "falha ao criar diretório de estratégias: %w",
+  "strategies_cloning_repository": "Clonando repositório %s (caminho: %s)...\\n",
+  "strategies_failed_download": "falha ao baixar estratégias: %w",
+  "strategies_downloaded_count": "%d estratégias baixadas\\n",
+  "strategies_home_dir_fallback": "não foi possível obter o diretório home: %v, usando o diretório atual",
+  "strategy_not_found": "estratégia %s não encontrada. Execute 'fabric --liststrategies' para ver a lista",
+  "strategies_none_found": "nenhuma estratégia encontrada. Execute 'fabric --setup' para baixar estratégias",
+  "strategies_available_header": "Estratégias disponíveis:",
+  "plugin_enter_value": "Informe seu %v %v",
+  "plugin_enable_bool_question": "Ativar %v %v (true/false)",
+  "plugin_setup_skipped": "[%v] ignorado\\n",
+  "plugin_question_bool": "%v%v (true/false, deixe em branco para '%s' ou digite '%v' para remover o valor):",
+  "plugin_question_with_default": "%v%v (deixe em branco para '%s' ou digite '%v' para remover o valor):",
+  "plugin_question_optional": "%v%v (deixe em branco para pular):",
+  "plugin_invalid_boolean_value": "valor booleano inválido: %v",
+  "plugin_setting_not_valid": "%v=%v não é válido",
+  "plugin_invalid_bool": "bool inválido: %q"
 }

internal/i18n/locales/pt-PT.json

@@ -161,5 +161,129 @@
   "no_items_found": "Nenhum %s",
   "no_description_available": "Nenhuma descrição disponível",
   "i18n_download_failed": "Falha ao descarregar tradução para o idioma '%s': %v",
-  "i18n_load_failed": "Falha ao carregar ficheiro de tradução: %v"
+  "i18n_load_failed": "Falha ao carregar ficheiro de tradução: %v",
+  "setup_welcome_header": "🎉 Bem-vindo ao Fabric! Vamos configurar tudo.",
+  "setup_step_downloading_patterns": "📥 Passo 1: A descarregar padrões (necessários para o Fabric funcionar)...",
+  "setup_step_downloading_strategies": "📥 Passo 2: A descarregar estratégias (necessárias para o Fabric funcionar)...",
+  "setup_step_configure_ai_provider": "🤖 Passo 3: Configurar um fornecedor de IA",
+  "setup_ai_provider_required": "O Fabric precisa de pelo menos um fornecedor de IA para funcionar.",
+  "setup_add_more_providers_later": "Poderá adicionar mais fornecedores depois com 'fabric --setup'",
+  "setup_step_setting_defaults": "⚙️  Passo 4: A configurar fornecedor e modelo predefinido...",
+  "setup_complete_header": "✅ Configuração completa! Agora pode usar o Fabric.",
+  "setup_next_steps": "Próximos passos:",
+  "setup_list_patterns": "• Listar padrões disponíveis: fabric -l",
+  "setup_try_pattern": "• Experimentar um padrão: echo 'o seu texto' | fabric --pattern summarize",
+  "setup_configure_more": "• Configurar mais opções: fabric --setup",
+  "setup_failed_download_patterns": "falha ao descarregar padrões: %w",
+  "setup_failed_download_strategies": "falha ao descarregar estratégias: %w",
+  "setup_failed_set_defaults": "falha ao configurar fornecedor e modelo predefinido: %w",
+  "setup_no_ai_provider_selected": "nenhum fornecedor de IA selecionado - pelo menos um é necessário",
+  "setup_invalid_selection": "seleção inválida: %s",
+  "setup_available_ai_providers": "Fornecedores de IA Disponíveis:",
+  "setup_enter_ai_provider_number": "Número do Fornecedor de IA",
+  "setup_available_plugins": "Plugins disponíveis:",
+  "setup_plugin_number": "Número do Plugin",
+  "setup_plugin_prompt": "Indique o número do plugin a configurar",
+  "setup_required_configuration_header": "━━━ CONFIGURAÇÃO OBRIGATÓRIA ━━━\n\nFornecedores de IA [pelo menos um obrigatório]",
+  "setup_required_tools": "Ferramentas Obrigatórias",
+  "setup_optional_configuration_header": "━━━ CONFIGURAÇÃO OPCIONAL ━━━\n\nFerramentas Opcionais",
+  "setup_validation_header": "Estado da Configuração:",
+  "setup_validation_ai_provider_configured": "✓ Fornecedor de IA configurado",
+  "setup_validation_ai_provider_missing": "✗ Fornecedor de IA não configurado - Necessário para o Fabric funcionar",
+  "setup_validation_defaults_configured": "✓ Fornecedor/modelo predefinido definido: %s/%s",
+  "setup_validation_defaults_missing": "✗ Fornecedor/modelo predefinido não definido - Necessário para o Fabric funcionar",
+  "setup_validation_patterns_configured": "✓ Padrões descarregados",
+  "setup_validation_patterns_missing": "✗ Padrões não encontrados - Necessários para o Fabric funcionar",
+  "setup_validation_strategies_configured": "✓ Estratégias descarregadas",
+  "setup_validation_strategies_missing": "✗ Estratégias não encontradas - Necessárias para o Fabric funcionar",
+  "setup_validation_incomplete_warning": "⚠️  Configuração incompleta! Componentes necessários em falta.",
+  "setup_validation_incomplete_help": "Execute 'fabric --setup' novamente para configurar itens em falta,\nou execute 'fabric -U' para descarregar padrões e estratégias.",
+  "setup_validation_complete": "✓ Todos os componentes necessários estão configurados!",
+  "patterns_not_found_header": "⚠️  Nenhum padrão encontrado!",
+  "patterns_required_to_work": "Padrões são necessários para o Fabric funcionar. Para resolver:",
+  "patterns_option_run_setup": "Opção 1 (Recomendada): Execute a configuração para descarregar padrões",
+  "patterns_option_run_setup_command": "fabric --setup",
+  "patterns_option_run_update": "Opção 2: Descarregar/atualizar padrões diretamente",
+  "patterns_option_run_update_command": "fabric -U",
+  "pattern_not_found_no_patterns": "padrão '%s' não encontrado.\n\nNenhum padrão instalado! Para resolver:\n  • Execute 'fabric --setup' para configurar e descarregar padrões\n  • Ou execute 'fabric -U' para descarregar/atualizar padrões diretamente",
+  "pattern_not_found_list_available": "padrão '%s' não encontrado. Execute 'fabric -l' para ver os padrões disponíveis",
+  "plugin_configured": " ✓",
+  "plugin_not_configured": " ⚠️  NÃO CONFIGURADO",
+  "defaults_setup_description": "Fornecedor e modelo de IA padrão",
+  "defaults_model_question": "Indique o índice ou o nome do seu modelo padrão",
+  "defaults_model_context_length_question": "Indique o comprimento do contexto do modelo",
+  "custom_patterns_label": "Padrões personalizados",
+  "custom_patterns_setup_description": "Padrões personalizados - Definir diretório para os seus padrões personalizados",
+  "custom_patterns_directory_question": "Indique o caminho para o seu diretório de padrões personalizados",
+  "jina_label": "Jina AI",
+  "jina_setup_description": "Serviço Jina AI - para obter uma página web como texto limpo e compatível com LLM",
+  "youtube_label": "YouTube",
+  "youtube_setup_description": "YouTube - para obter transcrições de vídeo (via yt-dlp) e comentários/metadados (via API do YouTube)",
+  "language_label": "Idioma",
+  "language_setup_description": "Idioma - Idioma de saída predefinido do fornecedor de IA",
+  "language_output_question": "Indique o seu idioma de saída predefinido (por exemplo: zh_CN)",
+  "optional_marker": "(opcional)",
+  "required_marker": "[obrigatório]",
+  "patterns_loader_label": "Carregador de padrões",
+  "patterns_setup_description": "Padrões - Transfere os padrões",
+  "patterns_git_repo_url_label": "URL do repositório Git",
+  "patterns_git_repo_url_question": "Indique o URL padrão do repositório Git para os padrões",
+  "patterns_git_repo_folder_label": "Pasta de padrões no repositório Git",
+  "patterns_git_repo_folder_question": "Indique a pasta padrão no repositório Git onde os padrões estão guardados",
+  "patterns_failed_create_temp_folder": "falha ao criar a pasta temporária de padrões: %w",
+  "patterns_downloading": "A transferir padrões e a preencher %s...\\n",
+  "patterns_failed_download_from_git": "falha ao transferir padrões do repositório Git: %w",
+  "patterns_saving_updated_configuration": "💾 A guardar a configuração actualizada (caminho alterado de '%s' para '%s')...\\n",
+  "patterns_failed_move_patterns": "falha ao mover os padrões para o directório de configuração: %w",
+  "patterns_download_success": "✅ Padrões transferidos e instalados com sucesso em %s\\n",
+  "patterns_failed_unique_file": "falha ao criar o ficheiro de padrões únicos: %w",
+  "patterns_failed_access_directory": "falha ao aceder ao directório de padrões '%s': %w",
+  "patterns_preserve_warning": "Aviso: não foi possível preservar o padrão personalizado '%s': %v\\n",
+  "patterns_preserved_custom_pattern": "Padrão personalizado preservado: %s\\n",
+  "patterns_failed_create_temp_dir": "falha ao criar directório temporário: %w",
+  "patterns_cloning_repository": "A clonar repositório %s (caminho: %s)...\\n",
+  "patterns_failed_download_from_repo": "falha ao transferir padrões de %s: %w",
+  "patterns_failed_read_temp_directory": "falha ao ler o directório temporário de padrões: %w",
+  "patterns_no_patterns_migration_failed": "nenhum padrão encontrado no repositório no caminho %s e a migração falhou: %w",
+  "patterns_downloaded_temp": "%d padrões transferidos para o directório temporário\\n",
+  "patterns_detected_old_path": "🔄 Caminho antigo 'patterns' detectado, a tentar migração para 'data/patterns'...",
+  "patterns_warning_remove_test_folder": "Aviso: não foi possível remover a pasta temporária de teste '%s': %v\\n",
+  "patterns_found_new_path": "✅ %d padrões encontrados no novo caminho '%s', a actualizar configuração...\\n",
+  "patterns_failed_move_test_patterns": "falha ao mover padrões de teste para a pasta temporária: %w",
+  "patterns_unable_to_find_or_migrate": "não foi possível encontrar padrões no caminho actual '%s' nem migrar para a nova estrutura",
+  "patterns_failed_read_directory": "falha ao ler o directório de padrões: %w",
+  "patterns_debug_included_custom_directory": "📂 Padrões do directório personalizado também incluídos: %s\\n",
+  "patterns_warning_custom_directory": "Aviso: não foi possível ler o directório de padrões personalizado %s: %v\\n",
+  "patterns_no_patterns_found_in_directories": "nenhum padrão encontrado nos directórios %s e %s",
+  "patterns_no_patterns_found_in_directory": "nenhum padrão encontrado no directório %s",
+  "patterns_failed_write_unique_file": "falha ao gravar o ficheiro de padrões únicos: %w",
+  "patterns_unique_file_created": "📝 Ficheiro de padrões únicos criado com %d padrões\\n",
+  "patterns_no_patterns_copied": "nenhum padrão foi copiado com sucesso para %s",
+  "patterns_failed_loaded_marker": "falha ao criar o ficheiro marcador '%s': %w",
+  "strategies_label": "Estratégias de prompt",
+  "strategies_setup_description": "Estratégias - Transfere estratégias de prompting (como chain of thought)",
+  "strategies_git_repo_url_label": "URL do repositório Git",
+  "strategies_git_repo_url_question": "Indique o URL padrão do repositório Git para as estratégias",
+  "strategies_git_repo_folder_label": "Pasta de estratégias no repositório Git",
+  "strategies_git_repo_folder_question": "Indique a pasta padrão no repositório Git onde as estratégias estão guardadas",
+  "strategies_downloading": "A transferir estratégias e a preencher %s...\\n",
+  "strategies_download_success": "✅ Estratégias transferidas e instaladas com sucesso em %s\\n",
+  "strategies_home_dir_error": "não foi possível obter o directório home: %v",
+  "strategies_failed_create_directory": "falha ao criar directório de estratégias: %w",
+  "strategies_cloning_repository": "A clonar repositório %s (caminho: %s)...\\n",
+  "strategies_failed_download": "falha ao transferir estratégias: %w",
+  "strategies_downloaded_count": "%d estratégias transferidas\\n",
+  "strategies_home_dir_fallback": "não foi possível obter o directório home: %v, a usar o directório actual",
+  "strategy_not_found": "estratégia %s não encontrada. Execute 'fabric --liststrategies' para ver a lista",
+  "strategies_none_found": "nenhuma estratégia encontrada. Execute 'fabric --setup' para transferir estratégias",
+  "strategies_available_header": "Estratégias disponíveis:",
+  "plugin_enter_value": "Indique o seu %v %v",
+  "plugin_enable_bool_question": "Ativar %v %v (true/false)",
+  "plugin_setup_skipped": "[%v] ignorado\\n",
+  "plugin_question_bool": "%v%v (true/false, deixe em branco para '%s' ou escreva '%v' para remover o valor):",
+  "plugin_question_with_default": "%v%v (deixe em branco para '%s' ou escreva '%v' para remover o valor):",
+  "plugin_question_optional": "%v%v (deixe em branco para ignorar):",
+  "plugin_invalid_boolean_value": "valor booleano inválido: %v",
+  "plugin_setting_not_valid": "%v=%v não é válido",
+  "plugin_invalid_bool": "bool inválido: %q"
 }

internal/i18n/locales/zh.json

@@ -161,5 +161,129 @@
   "no_items_found": "没有 %s",
   "no_description_available": "没有可用描述",
   "i18n_download_failed": "下载语言 '%s' 的翻译失败: %v",
-  "i18n_load_failed": "加载翻译文件失败: %v"
+  "i18n_load_failed": "加载翻译文件失败: %v",
+  "setup_welcome_header": "🎉 欢迎使用 Fabric！让我们开始设置。",
+  "setup_step_downloading_patterns": "📥 步骤 1：正在下载模式（Fabric 运行所需）...",
+  "setup_step_downloading_strategies": "📥 步骤 2：正在下载策略（Fabric 运行所需）...",
+  "setup_step_configure_ai_provider": "🤖 步骤 3：配置 AI 提供商",
+  "setup_ai_provider_required": "Fabric 需要至少一个 AI 提供商才能运行。",
+  "setup_add_more_providers_later": "您可以稍后通过 'fabric --setup' 添加更多提供商",
+  "setup_step_setting_defaults": "⚙️  步骤 4：正在设置默认提供商和模型...",
+  "setup_complete_header": "✅ 设置完成！您现在可以使用 Fabric 了。",
+  "setup_next_steps": "下一步：",
+  "setup_list_patterns": "• 列出可用模式：fabric -l",
+  "setup_try_pattern": "• 尝试一个模式：echo '您的文本' | fabric --pattern summarize",
+  "setup_configure_more": "• 配置更多设置：fabric --setup",
+  "setup_failed_download_patterns": "下载模式失败：%w",
+  "setup_failed_download_strategies": "下载策略失败：%w",
+  "setup_failed_set_defaults": "设置默认提供商和模型失败：%w",
+  "setup_no_ai_provider_selected": "未选择 AI 提供商 - 至少需要一个",
+  "setup_invalid_selection": "无效的选择：%s",
+  "setup_available_ai_providers": "可用的 AI 提供商：",
+  "setup_enter_ai_provider_number": "AI 提供商编号",
+  "setup_available_plugins": "可用的插件：",
+  "setup_plugin_number": "插件编号",
+  "setup_plugin_prompt": "请输入要设置的插件编号",
+  "setup_required_configuration_header": "━━━ 必需配置 ━━━\n\nAI 提供商 [至少需要一个]",
+  "setup_required_tools": "必需工具",
+  "setup_optional_configuration_header": "━━━ 可选配置 ━━━\n\n可选工具",
+  "setup_validation_header": "配置状态：",
+  "setup_validation_ai_provider_configured": "✓ AI 提供商已配置",
+  "setup_validation_ai_provider_missing": "✗ AI 提供商未配置 - Fabric 运行所需",
+  "setup_validation_defaults_configured": "✓ 默认提供商/模型已设置：%s/%s",
+  "setup_validation_defaults_missing": "✗ 默认提供商/模型未设置 - Fabric 运行所需",
+  "setup_validation_patterns_configured": "✓ 模式已下载",
+  "setup_validation_patterns_missing": "✗ 未找到模式 - Fabric 运行所需",
+  "setup_validation_strategies_configured": "✓ 策略已下载",
+  "setup_validation_strategies_missing": "✗ 未找到策略 - Fabric 运行所需",
+  "setup_validation_incomplete_warning": "⚠️  设置不完整！缺少必需组件。",
+  "setup_validation_incomplete_help": "再次运行 'fabric --setup' 配置缺失项，\n或运行 'fabric -U' 下载模式和策略。",
+  "setup_validation_complete": "✓ 所有必需组件已配置！",
+  "patterns_not_found_header": "⚠️  未找到模式！",
+  "patterns_required_to_work": "Fabric 需要模式才能运行。要解决此问题：",
+  "patterns_option_run_setup": "选项 1（推荐）：运行设置以下载模式",
+  "patterns_option_run_setup_command": "fabric --setup",
+  "patterns_option_run_update": "选项 2：直接下载/更新模式",
+  "patterns_option_run_update_command": "fabric -U",
+  "pattern_not_found_no_patterns": "未找到模式 '%s'。\n\n未安装任何模式！要解决此问题：\n  • 运行 'fabric --setup' 配置并下载模式\n  • 或运行 'fabric -U' 直接下载/更新模式",
+  "pattern_not_found_list_available": "未找到模式 '%s'。运行 'fabric -l' 查看可用模式",
+  "plugin_configured": " ✓",
+  "plugin_not_configured": " ⚠️  未配置",
+  "defaults_setup_description": "默认 AI 提供商和模型",
+  "defaults_model_question": "请输入您的默认模型的索引或名称",
+  "defaults_model_context_length_question": "请输入模型上下文长度",
+  "custom_patterns_label": "自定义模式",
+  "custom_patterns_setup_description": "自定义模式 - 设置您的自定义模式目录",
+  "custom_patterns_directory_question": "请输入您的自定义模式目录路径",
+  "jina_label": "Jina AI",
+  "jina_setup_description": "Jina AI 服务 - 将网页获取为干净、LLM 友好的文本",
+  "youtube_label": "YouTube",
+  "youtube_setup_description": "YouTube - 获取视频转录（通过 yt-dlp）和评论/元数据（通过 YouTube API）",
+  "language_label": "语言",
+  "language_setup_description": "语言 - AI 提供商的默认输出语言",
+  "language_output_question": "请输入您的默认输出语言（例如：zh_CN）",
+  "optional_marker": "(可选)",
+  "required_marker": "（必需）",
+  "patterns_loader_label": "模式加载器",
+  "patterns_setup_description": "模式 - 下载模式",
+  "patterns_git_repo_url_label": "Git 仓库 URL",
+  "patterns_git_repo_url_question": "请输入用于模式的默认 Git 仓库 URL",
+  "patterns_git_repo_folder_label": "Git 仓库中的模式文件夹",
+  "patterns_git_repo_folder_question": "请输入存储模式的 Git 仓库默认文件夹",
+  "patterns_failed_create_temp_folder": "创建模式临时文件夹失败：%w",
+  "patterns_downloading": "正在下载模式并填充 %s...\\n",
+  "patterns_failed_download_from_git": "从 Git 仓库下载模式失败：%w",
+  "patterns_saving_updated_configuration": "💾 正在保存更新的配置（路径从 '%s' 更改为 '%s'）...\\n",
+  "patterns_failed_move_patterns": "将模式移动到配置目录失败：%w",
+  "patterns_download_success": "✅ 已成功下载并安装模式到 %s\\n",
+  "patterns_failed_unique_file": "创建唯一模式文件失败：%w",
+  "patterns_failed_access_directory": "访问模式目录 '%s' 失败：%w",
+  "patterns_preserve_warning": "警告：未能保留自定义模式 '%s'：%v\\n",
+  "patterns_preserved_custom_pattern": "已保留自定义模式：%s\\n",
+  "patterns_failed_create_temp_dir": "创建临时目录失败：%w",
+  "patterns_cloning_repository": "正在克隆仓库 %s（路径：%s）...\\n",
+  "patterns_failed_download_from_repo": "从 %s 下载模式失败：%w",
+  "patterns_failed_read_temp_directory": "读取模式临时目录失败：%w",
+  "patterns_no_patterns_migration_failed": "在仓库路径 %s 未找到模式且迁移失败：%w",
+  "patterns_downloaded_temp": "已将 %d 个模式下载到临时目录\\n",
+  "patterns_detected_old_path": "🔄 检测到旧的模式路径“patterns”，尝试迁移到“data/patterns”...",
+  "patterns_warning_remove_test_folder": "警告：无法删除测试临时文件夹 '%s'：%v\\n",
+  "patterns_found_new_path": "✅ 在新路径“%s”找到 %d 个模式，正在更新配置...\\n",
+  "patterns_failed_move_test_patterns": "将测试模式移动到临时文件夹失败：%w",
+  "patterns_unable_to_find_or_migrate": "在当前路径“%s”未找到模式，也无法迁移到新结构",
+  "patterns_failed_read_directory": "读取模式目录失败：%w",
+  "patterns_debug_included_custom_directory": "📂 还包含了自定义目录中的模式：%s\\n",
+  "patterns_warning_custom_directory": "警告：无法读取自定义模式目录 %s：%v\\n",
+  "patterns_no_patterns_found_in_directories": "在目录 %s 和 %s 中未找到模式",
+  "patterns_no_patterns_found_in_directory": "在目录 %s 中未找到模式",
+  "patterns_failed_write_unique_file": "写入唯一模式文件失败：%w",
+  "patterns_unique_file_created": "📝 已创建包含 %d 个模式的唯一模式文件\\n",
+  "patterns_no_patterns_copied": "未能成功将模式复制到 %s",
+  "patterns_failed_loaded_marker": "创建标记文件 '%s' 失败：%w",
+  "strategies_label": "提示策略",
+  "strategies_setup_description": "策略 - 下载提示策略（如 chain of thought）",
+  "strategies_git_repo_url_label": "Git 仓库 URL",
+  "strategies_git_repo_url_question": "请输入用于策略的默认 Git 仓库 URL",
+  "strategies_git_repo_folder_label": "Git 仓库中的策略文件夹",
+  "strategies_git_repo_folder_question": "请输入存储策略的 Git 仓库默认文件夹",
+  "strategies_downloading": "正在下载策略并填充 %s...\\n",
+  "strategies_download_success": "✅ 已成功下载并安装策略到 %s\\n",
+  "strategies_home_dir_error": "无法获取主目录：%v",
+  "strategies_failed_create_directory": "创建策略目录失败：%w",
+  "strategies_cloning_repository": "正在克隆仓库 %s（路径：%s）...\\n",
+  "strategies_failed_download": "下载策略失败：%w",
+  "strategies_downloaded_count": "已下载 %d 个策略\\n",
+  "strategies_home_dir_fallback": "无法获取主目录：%v，改用当前目录",
+  "strategy_not_found": "未找到策略 %s。运行 'fabric --liststrategies' 查看列表",
+  "strategies_none_found": "未找到任何策略。请运行 'fabric --setup' 下载策略",
+  "strategies_available_header": "可用的策略：",
+  "plugin_enter_value": "请输入您的 %v %v",
+  "plugin_enable_bool_question": "启用 %v %v（true/false）",
+  "plugin_setup_skipped": "[%v] 已跳过\\n",
+  "plugin_question_bool": "%v%v（true/false，留空表示使用 '%s'，或输入 '%v' 清除值）：",
+  "plugin_question_with_default": "%v%v（留空表示使用 '%s'，或输入 '%v' 清除值）：",
+  "plugin_question_optional": "%v%v（留空以跳过）：",
+  "plugin_invalid_boolean_value": "无效的布尔值：%v",
+  "plugin_setting_not_valid": "%v=%v 无效",
+  "plugin_invalid_bool": "无效的 bool：%q"
 }

internal/log/log.go

@@ -51,7 +51,7 @@ func LevelFromInt(i int) Level {
 }
 
 // Debug writes a debug message if the global level permits.
-func Debug(l Level, format string, a ...interface{}) {
+func Debug(l Level, format string, a ...any) {
 	mu.RLock()
 	current := level
 	w := output
@@ -63,7 +63,7 @@ func Debug(l Level, format string, a ...interface{}) {
 
 // Log writes a message unconditionally to stderr.
 // This is for important messages that should always be shown regardless of debug level.
-func Log(format string, a ...interface{}) {
+func Log(format string, a ...any) {
 	mu.RLock()
 	w := output
 	mu.RUnlock()

internal/plugins/ai/anthropic/anthropic.go

@@ -4,6 +4,7 @@ import (
 	"context"
 	"fmt"
 	"net/http"
+	"os"
 	"strconv"
 	"strings"
 
@@ -50,6 +51,10 @@ func NewClient() (ret *Client) {
 		string(anthropic.ModelClaudeOpus4_1_20250805),
 		string(anthropic.ModelClaudeSonnet4_5),
 		string(anthropic.ModelClaudeSonnet4_5_20250929),
+		string(anthropic.ModelClaudeOpus4_5_20251101),
+		string(anthropic.ModelClaudeOpus4_5),
+		string(anthropic.ModelClaudeHaiku4_5),
+		string(anthropic.ModelClaudeHaiku4_5_20251001),
 	}
 
 	ret.modelBetas = map[string][]string{
@@ -212,7 +217,7 @@ func (an *Client) SendStream(
 	}
 
 	if stream.Err() != nil {
-		fmt.Printf("Messages stream error: %v\n", stream.Err())
+		fmt.Fprintf(os.Stderr, "Messages stream error: %v\n", stream.Err())
 	}
 	close(channel)
 	return

internal/plugins/ai/anthropic/oauth_test.go

@@ -52,7 +52,7 @@ func createExpiredToken(accessToken, refreshToken string) *util.OAuthToken {
 }
 
 // mockTokenServer creates a mock OAuth token server for testing
-func mockTokenServer(_ *testing.T, responses map[string]interface{}) *httptest.Server {
+func mockTokenServer(_ *testing.T, responses map[string]any) *httptest.Server {
 	return httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
 		if r.URL.Path != "/v1/oauth/token" {
 			http.NotFound(w, r)
@@ -80,7 +80,7 @@ func mockTokenServer(_ *testing.T, responses map[string]interface{}) *httptest.S
 
 		w.Header().Set("Content-Type", "application/json")
 
-		if errorResp, ok := response.(map[string]interface{}); ok && errorResp["error"] != nil {
+		if errorResp, ok := response.(map[string]any); ok && errorResp["error"] != nil {
 			w.WriteHeader(http.StatusBadRequest)
 		}
 
@@ -114,8 +114,8 @@ func TestGeneratePKCE(t *testing.T) {
 
 func TestExchangeToken_Success(t *testing.T) {
 	// Create mock server
-	server := mockTokenServer(t, map[string]interface{}{
-		"authorization_code": map[string]interface{}{
+	server := mockTokenServer(t, map[string]any{
+		"authorization_code": map[string]any{
 			"access_token":  "test_access_token",
 			"refresh_token": "test_refresh_token",
 			"expires_in":    3600,
@@ -161,8 +161,8 @@ func TestRefreshToken_Success(t *testing.T) {
 	os.WriteFile(tokenPath, data, 0600)
 
 	// Create mock server for refresh
-	server := mockTokenServer(t, map[string]interface{}{
-		"refresh_token": map[string]interface{}{
+	server := mockTokenServer(t, map[string]any{
+		"refresh_token": map[string]any{
 			"access_token":  "new_access_token",
 			"refresh_token": "new_refresh_token",
 			"expires_in":    3600,
@@ -416,7 +416,7 @@ func TestGetValidTokenWithValidToken(t *testing.T) {
 
 // Benchmark tests
 func BenchmarkGeneratePKCE(b *testing.B) {
-	for i := 0; i < b.N; i++ {
+	for b.Loop() {
 		_, _, err := generatePKCE()
 		if err != nil {
 			b.Fatal(err)
@@ -427,8 +427,7 @@ func BenchmarkGeneratePKCE(b *testing.B) {
 func BenchmarkTokenIsExpired(b *testing.B) {
 	token := createTestToken("access", "refresh", 3600)
 
-	b.ResetTimer()
-	for i := 0; i < b.N; i++ {
+	for b.Loop() {
 		token.IsExpired(5)
 	}
 }

internal/plugins/ai/gemini/voices.go

@@ -3,6 +3,7 @@ package gemini
 import (
 	"fmt"
 	"sort"
+	"strings"
 )
 
 // GeminiVoice represents a Gemini TTS voice with its characteristics
@@ -126,16 +127,17 @@ func ListGeminiVoices(shellCompleteMode bool) string {
 	if shellCompleteMode {
 		// For shell completion, just return voice names
 		names := GetGeminiVoiceNames()
-		result := ""
+		var result strings.Builder
 		for _, name := range names {
-			result += name + "\n"
+			result.WriteString(name + "\n")
 		}
-		return result
+		return result.String()
 	}
 
 	// For human-readable output
 	voices := GetGeminiVoices()
-	result := "Available Gemini Text-to-Speech voices:\n\n"
+	var result strings.Builder
+	result.WriteString("Available Gemini Text-to-Speech voices:\n\n")
 
 	// Group by characteristics for better readability
 	groups := map[string][]GeminiVoice{
@@ -186,22 +188,22 @@ func ListGeminiVoices(shellCompleteMode bool) string {
 	// Output grouped voices
 	for groupName, groupVoices := range groups {
 		if len(groupVoices) > 0 {
-			result += fmt.Sprintf("%s:\n", groupName)
+			result.WriteString(fmt.Sprintf("%s:\n", groupName))
 			for _, voice := range groupVoices {
 				defaultStr := ""
 				if voice.Name == "Kore" {
 					defaultStr = " (default)"
 				}
-				result += fmt.Sprintf("  %-15s - %s%s\n", voice.Name, voice.Description, defaultStr)
+				result.WriteString(fmt.Sprintf("  %-15s - %s%s\n", voice.Name, voice.Description, defaultStr))
 			}
-			result += "\n"
+			result.WriteString("\n")
 		}
 	}
 
-	result += "Use --voice <voice_name> to select a specific voice.\n"
-	result += "Example: fabric --voice Charon -m gemini-2.5-flash-preview-tts -o output.wav \"Hello world\"\n"
+	result.WriteString("Use --voice <voice_name> to select a specific voice.\n")
+	result.WriteString("Example: fabric --voice Charon -m gemini-2.5-flash-preview-tts -o output.wav \"Hello world\"\n")
 
-	return result
+	return result.String()
 }
 
 // NOTE: This implementation maintains a curated list based on official Google documentation.

internal/plugins/ai/lmstudio/lmstudio.go

@@ -90,7 +90,7 @@ func (c *Client) ListModels() ([]string, error) {
 func (c *Client) SendStream(msgs []*chat.ChatCompletionMessage, opts *domain.ChatOptions, channel chan string) (err error) {
 	url := fmt.Sprintf("%s/chat/completions", c.ApiUrl.Value)
 
-	payload := map[string]interface{}{
+	payload := map[string]any{
 		"messages": msgs,
 		"model":    opts.Model,
 		"stream":   true, // Enable streaming
@@ -140,27 +140,27 @@ func (c *Client) SendStream(msgs []*chat.ChatCompletionMessage, opts *domain.Cha
 			continue
 		}
 
-		if bytes.HasPrefix(line, []byte("data: ")) {
-			line = bytes.TrimPrefix(line, []byte("data: "))
+		if after, ok := bytes.CutPrefix(line, []byte("data: ")); ok {
+			line = after
 		}
 
 		if string(line) == "[DONE]" {
 			break
 		}
 
-		var result map[string]interface{}
+		var result map[string]any
 		if err = json.Unmarshal(line, &result); err != nil {
 			continue
 		}
 
-		var choices []interface{}
+		var choices []any
 		var ok bool
-		if choices, ok = result["choices"].([]interface{}); !ok || len(choices) == 0 {
+		if choices, ok = result["choices"].([]any); !ok || len(choices) == 0 {
 			continue
 		}
 
-		var delta map[string]interface{}
-		if delta, ok = choices[0].(map[string]interface{})["delta"].(map[string]interface{}); !ok {
+		var delta map[string]any
+		if delta, ok = choices[0].(map[string]any)["delta"].(map[string]any); !ok {
 			continue
 		}
 
@@ -176,7 +176,7 @@ func (c *Client) SendStream(msgs []*chat.ChatCompletionMessage, opts *domain.Cha
 func (c *Client) Send(ctx context.Context, msgs []*chat.ChatCompletionMessage, opts *domain.ChatOptions) (content string, err error) {
 	url := fmt.Sprintf("%s/chat/completions", c.ApiUrl.Value)
 
-	payload := map[string]interface{}{
+	payload := map[string]any{
 		"messages": msgs,
 		"model":    opts.Model,
 		// Add other options from opts if supported by LM Studio
@@ -208,21 +208,21 @@ func (c *Client) Send(ctx context.Context, msgs []*chat.ChatCompletionMessage, o
 		return
 	}
 
-	var result map[string]interface{}
+	var result map[string]any
 	if err = json.NewDecoder(resp.Body).Decode(&result); err != nil {
 		err = fmt.Errorf("failed to decode response: %w", err)
 		return
 	}
 
-	var choices []interface{}
+	var choices []any
 	var ok bool
-	if choices, ok = result["choices"].([]interface{}); !ok || len(choices) == 0 {
+	if choices, ok = result["choices"].([]any); !ok || len(choices) == 0 {
 		err = fmt.Errorf("invalid response format: missing or empty choices")
 		return
 	}
 
-	var message map[string]interface{}
-	if message, ok = choices[0].(map[string]interface{})["message"].(map[string]interface{}); !ok {
+	var message map[string]any
+	if message, ok = choices[0].(map[string]any)["message"].(map[string]any); !ok {
 		err = fmt.Errorf("invalid response format: missing message in first choice")
 		return
 	}
@@ -238,7 +238,7 @@ func (c *Client) Send(ctx context.Context, msgs []*chat.ChatCompletionMessage, o
 func (c *Client) Complete(ctx context.Context, prompt string, opts *domain.ChatOptions) (text string, err error) {
 	url := fmt.Sprintf("%s/completions", c.ApiUrl.Value)
 
-	payload := map[string]interface{}{
+	payload := map[string]any{
 		"prompt": prompt,
 		"model":  opts.Model,
 		// Add other options from opts if supported by LM Studio
@@ -270,20 +270,20 @@ func (c *Client) Complete(ctx context.Context, prompt string, opts *domain.ChatO
 		return
 	}
 
-	var result map[string]interface{}
+	var result map[string]any
 	if err = json.NewDecoder(resp.Body).Decode(&result); err != nil {
 		err = fmt.Errorf("failed to decode response: %w", err)
 		return
 	}
 
-	var choices []interface{}
+	var choices []any
 	var ok bool
-	if choices, ok = result["choices"].([]interface{}); !ok || len(choices) == 0 {
+	if choices, ok = result["choices"].([]any); !ok || len(choices) == 0 {
 		err = fmt.Errorf("invalid response format: missing or empty choices")
 		return
 	}
 
-	if text, ok = choices[0].(map[string]interface{})["text"].(string); !ok {
+	if text, ok = choices[0].(map[string]any)["text"].(string); !ok {
 		err = fmt.Errorf("invalid response format: missing or non-string text in first choice")
 		return
 	}
@@ -294,7 +294,7 @@ func (c *Client) Complete(ctx context.Context, prompt string, opts *domain.ChatO
 func (c *Client) GetEmbeddings(ctx context.Context, input string, opts *domain.ChatOptions) (embeddings []float64, err error) {
 	url := fmt.Sprintf("%s/embeddings", c.ApiUrl.Value)
 
-	payload := map[string]interface{}{
+	payload := map[string]any{
 		"input": input,
 		"model": opts.Model,
 		// Add other options from opts if supported by LM Studio

internal/plugins/ai/models.go

@@ -17,6 +17,35 @@ type VendorsModels struct {
 	*util.GroupsItemsSelectorString
 }
 
+// FilterByVendor returns a new VendorsModels containing only the specified vendor's models.
+// Vendor matching is case-insensitive (e.g., "OpenAI", "openai", and "OPENAI" all match).
+// If the vendor is not found, an empty VendorsModels is returned.
+func (o *VendorsModels) FilterByVendor(vendor string) *VendorsModels {
+	filtered := NewVendorsModels()
+	for _, groupItems := range o.GroupsItems {
+		if strings.EqualFold(groupItems.Group, vendor) {
+			filtered.AddGroupItems(groupItems.Group, groupItems.Items...)
+			break
+		}
+	}
+	return filtered
+}
+
+// FindModelNameCaseInsensitive returns the actual model name from available models,
+// matching case-insensitively. Returns empty string if not found.
+// For example, if the available models contain "gpt-4o" and user queries "GPT-4O",
+// this returns "gpt-4o" (the actual model name that should be sent to the API).
+func (o *VendorsModels) FindModelNameCaseInsensitive(modelQuery string) string {
+	for _, groupItems := range o.GroupsItems {
+		for _, item := range groupItems.Items {
+			if strings.EqualFold(item, modelQuery) {
+				return item
+			}
+		}
+	}
+	return ""
+}
+
 // PrintWithVendor prints models including their vendor on each line.
 // When shellCompleteList is true, output is suitable for shell completion.
 // Default vendor and model are highlighted with an asterisk.

internal/plugins/ai/models_test.go

@@ -19,19 +19,19 @@ func TestNewVendorsModels(t *testing.T) {
 
 func TestFindVendorsByModelFirst(t *testing.T) {
 	vendors := NewVendorsModels()
-	vendors.AddGroupItems("vendor1", []string{"model1", "model2"}...)
+	vendors.AddGroupItems("Vendor1", []string{"Model1", "model2"}...)
 	vendor := vendors.FindGroupsByItemFirst("model1")
-	if vendor != "vendor1" {
-		t.Fatalf("FindVendorsByModelFirst() = %v, want %v", vendor, "vendor1")
+	if vendor != "Vendor1" {
+		t.Fatalf("FindVendorsByModelFirst() = %v, want %v", vendor, "Vendor1")
 	}
 }
 
 func TestFindVendorsByModel(t *testing.T) {
 	vendors := NewVendorsModels()
-	vendors.AddGroupItems("vendor1", []string{"model1", "model2"}...)
-	foundVendors := vendors.FindGroupsByItem("model1")
-	if len(foundVendors) != 1 || foundVendors[0] != "vendor1" {
-		t.Fatalf("FindVendorsByModel() = %v, want %v", foundVendors, []string{"vendor1"})
+	vendors.AddGroupItems("Vendor1", []string{"Model1", "model2"}...)
+	foundVendors := vendors.FindGroupsByItem("MODEL1")
+	if len(foundVendors) != 1 || foundVendors[0] != "Vendor1" {
+		t.Fatalf("FindVendorsByModel() = %v, want %v", foundVendors, []string{"Vendor1"})
 	}
 }
 
@@ -54,3 +54,51 @@ func TestPrintWithVendorMarksDefault(t *testing.T) {
 		t.Fatalf("default model not marked: %s", out)
 	}
 }
+
+func TestFilterByVendorCaseInsensitive(t *testing.T) {
+	vendors := NewVendorsModels()
+	vendors.AddGroupItems("vendor1", []string{"model1"}...)
+	vendors.AddGroupItems("vendor2", []string{"model2"}...)
+
+	filtered := vendors.FilterByVendor("VENDOR2")
+
+	if len(filtered.GroupsItems) != 1 {
+		t.Fatalf("expected 1 vendor group, got %d", len(filtered.GroupsItems))
+	}
+
+	if filtered.GroupsItems[0].Group != "vendor2" {
+		t.Fatalf("expected vendor2, got %s", filtered.GroupsItems[0].Group)
+	}
+
+	if len(filtered.GroupsItems[0].Items) != 1 || filtered.GroupsItems[0].Items[0] != "model2" {
+		t.Fatalf("unexpected models for vendor2: %v", filtered.GroupsItems[0].Items)
+	}
+}
+
+func TestFindModelNameCaseInsensitive(t *testing.T) {
+	vendors := NewVendorsModels()
+	vendors.AddGroupItems("OpenAI", []string{"gpt-4o", "gpt-5"}...)
+	vendors.AddGroupItems("Anthropic", []string{"claude-3-opus"}...)
+
+	tests := []struct {
+		name          string
+		query         string
+		expectedModel string
+	}{
+		{"exact match lowercase", "gpt-4o", "gpt-4o"},
+		{"uppercase query", "GPT-4O", "gpt-4o"},
+		{"mixed case query", "GpT-5", "gpt-5"},
+		{"exact match with hyphens", "claude-3-opus", "claude-3-opus"},
+		{"uppercase with hyphens", "CLAUDE-3-OPUS", "claude-3-opus"},
+		{"non-existent model", "gpt-999", ""},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			result := vendors.FindModelNameCaseInsensitive(tt.query)
+			if result != tt.expectedModel {
+				t.Errorf("FindModelNameCaseInsensitive(%q) = %q, want %q", tt.query, result, tt.expectedModel)
+			}
+		})
+	}
+}

internal/plugins/ai/ollama/ollama.go

@@ -2,7 +2,9 @@ package ollama
 
 import (
 	"context"
+	"encoding/base64"
 	"fmt"
+	"io"
 	"net/http"
 	"net/url"
 	"os"
@@ -10,11 +12,10 @@ import (
 	"time"
 
 	"github.com/danielmiessler/fabric/internal/chat"
-	ollamaapi "github.com/ollama/ollama/api"
-	"github.com/samber/lo"
-
 	"github.com/danielmiessler/fabric/internal/domain"
+	debuglog "github.com/danielmiessler/fabric/internal/log"
 	"github.com/danielmiessler/fabric/internal/plugins"
+	ollamaapi "github.com/ollama/ollama/api"
 )
 
 const defaultBaseUrl = "http://localhost:11434"
@@ -48,6 +49,7 @@ type Client struct {
 	apiUrl         *url.URL
 	client         *ollamaapi.Client
 	ApiHttpTimeout *plugins.SetupQuestion
+	httpClient     *http.Client
 }
 
 type transport_sec struct {
@@ -84,7 +86,8 @@ func (o *Client) configure() (err error) {
 		}
 	}
 
-	o.client = ollamaapi.NewClient(o.apiUrl, &http.Client{Timeout: timeout, Transport: &transport_sec{underlyingTransport: http.DefaultTransport, ApiKey: o.ApiKey}})
+	o.httpClient = &http.Client{Timeout: timeout, Transport: &transport_sec{underlyingTransport: http.DefaultTransport, ApiKey: o.ApiKey}}
+	o.client = ollamaapi.NewClient(o.apiUrl, o.httpClient)
 
 	return
 }
@@ -104,15 +107,18 @@ func (o *Client) ListModels() (ret []string, err error) {
 }
 
 func (o *Client) SendStream(msgs []*chat.ChatCompletionMessage, opts *domain.ChatOptions, channel chan string) (err error) {
-	req := o.createChatRequest(msgs, opts)
+	ctx := context.Background()
+
+	var req ollamaapi.ChatRequest
+	if req, err = o.createChatRequest(ctx, msgs, opts); err != nil {
+		return
+	}
 
 	respFunc := func(resp ollamaapi.ChatResponse) (streamErr error) {
 		channel <- resp.Message.Content
 		return
 	}
 
-	ctx := context.Background()
-
 	if err = o.client.Chat(ctx, &req, respFunc); err != nil {
 		return
 	}
@@ -124,7 +130,10 @@ func (o *Client) SendStream(msgs []*chat.ChatCompletionMessage, opts *domain.Cha
 func (o *Client) Send(ctx context.Context, msgs []*chat.ChatCompletionMessage, opts *domain.ChatOptions) (ret string, err error) {
 	bf := false
 
-	req := o.createChatRequest(msgs, opts)
+	var req ollamaapi.ChatRequest
+	if req, err = o.createChatRequest(ctx, msgs, opts); err != nil {
+		return
+	}
 	req.Stream = &bf
 
 	respFunc := func(resp ollamaapi.ChatResponse) (streamErr error) {
@@ -133,17 +142,20 @@ func (o *Client) Send(ctx context.Context, msgs []*chat.ChatCompletionMessage, o
 	}
 
 	if err = o.client.Chat(ctx, &req, respFunc); err != nil {
-		fmt.Printf("FRED --> %s\n", err)
+		debuglog.Debug(debuglog.Basic, "Ollama chat request failed: %v\n", err)
 	}
 	return
 }
 
-func (o *Client) createChatRequest(msgs []*chat.ChatCompletionMessage, opts *domain.ChatOptions) (ret ollamaapi.ChatRequest) {
-	messages := lo.Map(msgs, func(message *chat.ChatCompletionMessage, _ int) (ret ollamaapi.Message) {
-		return ollamaapi.Message{Role: message.Role, Content: message.Content}
-	})
+func (o *Client) createChatRequest(ctx context.Context, msgs []*chat.ChatCompletionMessage, opts *domain.ChatOptions) (ret ollamaapi.ChatRequest, err error) {
+	messages := make([]ollamaapi.Message, len(msgs))
+	for i, message := range msgs {
+		if messages[i], err = o.convertMessage(ctx, message); err != nil {
+			return
+		}
+	}
 
-	options := map[string]interface{}{
+	options := map[string]any{
 		"temperature":       opts.Temperature,
 		"presence_penalty":  opts.PresencePenalty,
 		"frequency_penalty": opts.FrequencyPenalty,
@@ -162,14 +174,85 @@ func (o *Client) createChatRequest(msgs []*chat.ChatCompletionMessage, opts *dom
 	return
 }
 
+func (o *Client) convertMessage(ctx context.Context, message *chat.ChatCompletionMessage) (ret ollamaapi.Message, err error) {
+	ret = ollamaapi.Message{Role: message.Role, Content: message.Content}
+
+	if len(message.MultiContent) == 0 {
+		return
+	}
+
+	// Pre-allocate with capacity hint
+	textParts := make([]string, 0, len(message.MultiContent))
+	if strings.TrimSpace(ret.Content) != "" {
+		textParts = append(textParts, strings.TrimSpace(ret.Content))
+	}
+
+	for _, part := range message.MultiContent {
+		switch part.Type {
+		case chat.ChatMessagePartTypeText:
+			if trimmed := strings.TrimSpace(part.Text); trimmed != "" {
+				textParts = append(textParts, trimmed)
+			}
+		case chat.ChatMessagePartTypeImageURL:
+			// Nil guard
+			if part.ImageURL == nil || part.ImageURL.URL == "" {
+				continue
+			}
+			var img []byte
+			if img, err = o.loadImageBytes(ctx, part.ImageURL.URL); err != nil {
+				return
+			}
+			ret.Images = append(ret.Images, ollamaapi.ImageData(img))
+		}
+	}
+
+	ret.Content = strings.Join(textParts, "\n")
+	return
+}
+
+func (o *Client) loadImageBytes(ctx context.Context, imageURL string) (ret []byte, err error) {
+	// Handle data URLs (base64 encoded)
+	if strings.HasPrefix(imageURL, "data:") {
+		parts := strings.SplitN(imageURL, ",", 2)
+		if len(parts) != 2 {
+			err = fmt.Errorf("invalid data URL format")
+			return
+		}
+		if ret, err = base64.StdEncoding.DecodeString(parts[1]); err != nil {
+			err = fmt.Errorf("failed to decode data URL: %w", err)
+		}
+		return
+	}
+
+	// Handle HTTP URLs with context
+	var req *http.Request
+	if req, err = http.NewRequestWithContext(ctx, http.MethodGet, imageURL, nil); err != nil {
+		return
+	}
+
+	var resp *http.Response
+	if resp, err = o.httpClient.Do(req); err != nil {
+		return
+	}
+	defer resp.Body.Close()
+
+	if resp.StatusCode >= http.StatusBadRequest {
+		err = fmt.Errorf("failed to fetch image %s: %s", imageURL, resp.Status)
+		return
+	}
+
+	ret, err = io.ReadAll(resp.Body)
+	return
+}
+
 func (o *Client) NeedsRawMode(modelName string) bool {
-	ollamaPrefixes := []string{
+	ollamaSearchStrings := []string{
 		"llama3",
 		"llama2",
 		"mistral",
 	}
-	for _, prefix := range ollamaPrefixes {
-		if strings.HasPrefix(modelName, prefix) {
+	for _, searchString := range ollamaSearchStrings {
+		if strings.Contains(modelName, searchString) {
 			return true
 		}
 	}

internal/plugins/ai/openai/direct_models.go

@@ -30,7 +30,8 @@ const maxResponseSize = 10 * 1024 * 1024 // 10MB
 // standard OpenAI SDK method fails due to a nonstandard format. This is useful
 // for providers that return a direct array of models (e.g., GitHub Models) or
 // other OpenAI-compatible implementations.
-func FetchModelsDirectly(ctx context.Context, baseURL, apiKey, providerName string) ([]string, error) {
+// If httpClient is nil, a new client with default settings will be created.
+func FetchModelsDirectly(ctx context.Context, baseURL, apiKey, providerName string, httpClient *http.Client) ([]string, error) {
 	if ctx == nil {
 		ctx = context.Background()
 	}
@@ -52,10 +53,12 @@ func FetchModelsDirectly(ctx context.Context, baseURL, apiKey, providerName stri
 	req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", apiKey))
 	req.Header.Set("Accept", "application/json")
 
-	// TODO: Consider reusing a single http.Client instance (e.g., as a field on Client) instead of allocating a new one for
-	// each request.
-	client := &http.Client{
-		Timeout: 10 * time.Second,
+	// Reuse provided HTTP client, or create a new one if not provided
+	client := httpClient
+	if client == nil {
+		client = &http.Client{
+			Timeout: 10 * time.Second,
+		}
 	}
 	resp, err := client.Do(req)
 	if err != nil {

internal/plugins/ai/openai/openai.go

@@ -3,8 +3,10 @@ package openai
 import (
 	"context"
 	"fmt"
+	"net/http"
 	"slices"
 	"strings"
+	"time"
 
 	"github.com/danielmiessler/fabric/internal/chat"
 	"github.com/danielmiessler/fabric/internal/domain"
@@ -65,6 +67,7 @@ type Client struct {
 	ApiBaseURL          *plugins.SetupQuestion
 	ApiClient           *openai.Client
 	ImplementsResponses bool // Whether this provider supports the Responses API
+	httpClient          *http.Client
 }
 
 // SetResponsesAPIEnabled configures whether to use the Responses API
@@ -79,6 +82,11 @@ func (o *Client) configure() (ret error) {
 	}
 	client := openai.NewClient(opts...)
 	o.ApiClient = &client
+
+	// Initialize HTTP client for direct API calls (reused across requests)
+	o.httpClient = &http.Client{
+		Timeout: 10 * time.Second,
+	}
 	return
 }
 
@@ -96,7 +104,7 @@ func (o *Client) ListModels() (ret []string, err error) {
 	// Some providers (e.g., GitHub Models) return non-standard response formats
 	// that the SDK fails to parse.
 	debuglog.Debug(debuglog.Basic, "SDK Models.List failed for %s: %v, falling back to direct API fetch\n", o.GetName(), err)
-	return FetchModelsDirectly(context.Background(), o.ApiBaseURL.Value, o.ApiKey.Value, o.GetName())
+	return FetchModelsDirectly(context.Background(), o.ApiBaseURL.Value, o.ApiKey.Value, o.GetName(), o.httpClient)
 }
 
 func (o *Client) SendStream(
@@ -172,10 +180,11 @@ func (o *Client) supportsResponsesAPI() bool {
 
 func (o *Client) NeedsRawMode(modelName string) bool {
 	openaiModelsPrefixes := []string{
+		"glm",
+		"gpt-5",
 		"o1",
 		"o3",
 		"o4",
-		"gpt-5",
 	}
 	openAIModelsNeedingRaw := []string{
 		"gpt-4o-mini-search-preview",

internal/plugins/ai/openai/openai_image.go

@@ -8,6 +8,7 @@ import (
 	"fmt"
 	"os"
 	"path/filepath"
+	"slices"
 	"strings"
 
 	"github.com/danielmiessler/fabric/internal/domain"
@@ -31,12 +32,7 @@ var ImageGenerationSupportedModels = []string{
 
 // supportsImageGeneration checks if the given model supports the image_generation tool
 func supportsImageGeneration(model string) bool {
-	for _, supportedModel := range ImageGenerationSupportedModels {
-		if model == supportedModel {
-			return true
-		}
-	}
-	return false
+	return slices.Contains(ImageGenerationSupportedModels, model)
 }
 
 // getOutputFormatFromExtension determines the API output format based on file extension

internal/plugins/ai/openai/openai_image_test.go

@@ -345,7 +345,7 @@ func TestAddImageGenerationToolWithUserParameters(t *testing.T) {
 	tests := []struct {
 		name     string
 		opts     *domain.ChatOptions
-		expected map[string]interface{}
+		expected map[string]any
 	}{
 		{
 			name: "All parameters specified",
@@ -356,7 +356,7 @@ func TestAddImageGenerationToolWithUserParameters(t *testing.T) {
 				ImageBackground:  "transparent",
 				ImageCompression: 0, // Not applicable for PNG
 			},
-			expected: map[string]interface{}{
+			expected: map[string]any{
 				"size":          "1536x1024",
 				"quality":       "high",
 				"background":    "transparent",
@@ -372,7 +372,7 @@ func TestAddImageGenerationToolWithUserParameters(t *testing.T) {
 				ImageBackground:  "opaque",
 				ImageCompression: 75,
 			},
-			expected: map[string]interface{}{
+			expected: map[string]any{
 				"size":               "1024x1024",
 				"quality":            "medium",
 				"background":         "opaque",
@@ -386,7 +386,7 @@ func TestAddImageGenerationToolWithUserParameters(t *testing.T) {
 				ImageFile:    "/tmp/test.webp",
 				ImageQuality: "low",
 			},
-			expected: map[string]interface{}{
+			expected: map[string]any{
 				"quality":       "low",
 				"output_format": "webp",
 			},
@@ -396,7 +396,7 @@ func TestAddImageGenerationToolWithUserParameters(t *testing.T) {
 			opts: &domain.ChatOptions{
 				ImageFile: "/tmp/test.png",
 			},
-			expected: map[string]interface{}{
+			expected: map[string]any{
 				"output_format": "png",
 			},
 		},

internal/plugins/ai/openai/openai_models_test.go

@@ -20,7 +20,7 @@ func TestFetchModelsDirectly_DirectArray(t *testing.T) {
 	}))
 	defer srv.Close()
 
-	models, err := FetchModelsDirectly(context.Background(), srv.URL, "test-key", "TestProvider")
+	models, err := FetchModelsDirectly(context.Background(), srv.URL, "test-key", "TestProvider", nil)
 	assert.NoError(t, err)
 	assert.Equal(t, 1, len(models))
 	assert.Equal(t, "github-model", models[0])
@@ -36,7 +36,7 @@ func TestFetchModelsDirectly_OpenAIFormat(t *testing.T) {
 	}))
 	defer srv.Close()
 
-	models, err := FetchModelsDirectly(context.Background(), srv.URL, "test-key", "TestProvider")
+	models, err := FetchModelsDirectly(context.Background(), srv.URL, "test-key", "TestProvider", nil)
 	assert.NoError(t, err)
 	assert.Equal(t, 1, len(models))
 	assert.Equal(t, "openai-model", models[0])
@@ -52,7 +52,7 @@ func TestFetchModelsDirectly_EmptyArray(t *testing.T) {
 	}))
 	defer srv.Close()
 
-	models, err := FetchModelsDirectly(context.Background(), srv.URL, "test-key", "TestProvider")
+	models, err := FetchModelsDirectly(context.Background(), srv.URL, "test-key", "TestProvider", nil)
 	assert.NoError(t, err)
 	assert.Equal(t, 0, len(models))
 }

internal/plugins/ai/openai/openai_test.go

@@ -16,7 +16,7 @@ func TestBuildResponseRequestWithMaxTokens(t *testing.T) {
 
 	var msgs []*chat.ChatCompletionMessage
 
-	for i := 0; i < 2; i++ {
+	for range 2 {
 		msgs = append(msgs, &chat.ChatCompletionMessage{
 			Role:    "User",
 			Content: "My msg",
@@ -42,7 +42,7 @@ func TestBuildResponseRequestNoMaxTokens(t *testing.T) {
 
 	var msgs []*chat.ChatCompletionMessage
 
-	for i := 0; i < 2; i++ {
+	for range 2 {
 		msgs = append(msgs, &chat.ChatCompletionMessage{
 			Role:    "User",
 			Content: "My msg",

internal/plugins/ai/openai_compatible/direct_models_call.go

@@ -9,5 +9,5 @@ import (
 // DirectlyGetModels is used to fetch models directly from the API when the
 // standard OpenAI SDK method fails due to a nonstandard format.
 func (c *Client) DirectlyGetModels(ctx context.Context) ([]string, error) {
-	return openai.FetchModelsDirectly(ctx, c.ApiBaseURL.Value, c.ApiKey.Value, c.GetName())
+	return openai.FetchModelsDirectly(ctx, c.ApiBaseURL.Value, c.ApiKey.Value, c.GetName(), nil)
 }

internal/plugins/ai/openai_compatible/providers_config.go

@@ -2,6 +2,7 @@ package openai_compatible
 
 import (
 	"context"
+	"fmt"
 	"os"
 	"strings"
 
@@ -38,11 +39,15 @@ func NewClient(providerConfig ProviderConfig) *Client {
 
 // ListModels overrides the default ListModels to handle different response formats
 func (c *Client) ListModels() ([]string, error) {
-	// If a custom models URL is provided, use direct fetch with that URL
+	// If a custom models URL is provided, handle it
 	if c.modelsURL != "" {
+		// Check for static model list
+		if strings.HasPrefix(c.modelsURL, "static:") {
+			return c.getStaticModels(c.modelsURL)
+		}
 		// TODO: Handle context properly in Fabric by accepting and propagating a context.Context
 		// instead of creating a new one here.
-		return openai.FetchModelsDirectly(context.Background(), c.modelsURL, c.Client.ApiKey.Value, c.GetName())
+		return openai.FetchModelsDirectly(context.Background(), c.modelsURL, c.Client.ApiKey.Value, c.GetName(), nil)
 	}
 
 	// First try the standard OpenAI SDK approach
@@ -55,6 +60,68 @@ func (c *Client) ListModels() ([]string, error) {
 	return c.DirectlyGetModels(context.Background())
 }
 
+// getStaticModels returns a predefined list of models for providers that don't support model discovery
+func (c *Client) getStaticModels(modelsKey string) ([]string, error) {
+	switch modelsKey {
+	case "static:abacus":
+		return []string{
+			"route-llm",
+			"gpt-4o-2024-11-20",
+			"gpt-4o-mini",
+			"o4-mini",
+			"o3-pro",
+			"o3",
+			"o3-mini",
+			"gpt-4.1",
+			"gpt-4.1-mini",
+			"gpt-4.1-nano",
+			"gpt-5",
+			"gpt-5-mini",
+			"gpt-5-nano",
+			"gpt-5.1",
+			"gpt-5.1-chat-latest",
+			"openai/gpt-oss-120b",
+			"claude-3-7-sonnet-20250219",
+			"claude-sonnet-4-20250514",
+			"claude-opus-4-20250514",
+			"claude-opus-4-1-20250805",
+			"claude-sonnet-4-5-20250929",
+			"claude-haiku-4-5-20251001",
+			"claude-opus-4-5-20251101",
+			"meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8",
+			"meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo",
+			"meta-llama/Meta-Llama-3.1-70B-Instruct",
+			"meta-llama/Meta-Llama-3.1-8B-Instruct",
+			"llama-3.3-70b-versatile",
+			"gemini-2.0-flash-001",
+			"gemini-2.0-pro-exp-02-05",
+			"gemini-2.5-pro",
+			"gemini-2.5-flash",
+			"gemini-3-pro-preview",
+			"qwen-2.5-coder-32b",
+			"Qwen/Qwen2.5-72B-Instruct",
+			"Qwen/QwQ-32B",
+			"Qwen/Qwen3-235B-A22B-Instruct-2507",
+			"Qwen/Qwen3-32B",
+			"qwen/qwen3-coder-480b-a35b-instruct",
+			"qwen/qwen3-Max",
+			"grok-4-0709",
+			"grok-4-fast-non-reasoning",
+			"grok-4-1-fast-non-reasoning",
+			"grok-code-fast-1",
+			"kimi-k2-turbo-preview",
+			"deepseek/deepseek-v3.1",
+			"deepseek-ai/DeepSeek-V3.1-Terminus",
+			"deepseek-ai/DeepSeek-R1",
+			"deepseek-ai/DeepSeek-V3.2",
+			"zai-org/glm-4.5",
+			"zai-org/glm-4.6",
+		}, nil
+	default:
+		return nil, fmt.Errorf("unknown static model list: %s", modelsKey)
+	}
+}
+
 // ProviderMap is a map of provider name to ProviderConfig for O(1) lookup
 var ProviderMap = map[string]ProviderConfig{
 	"AIML": {
@@ -98,6 +165,11 @@ var ProviderMap = map[string]ProviderConfig{
 		BaseURL:             "http://localhost:4000",
 		ImplementsResponses: false,
 	},
+	"MiniMax": {
+		Name:                "MiniMax",
+		BaseURL:             "https://api.minimaxi.com/v1",
+		ImplementsResponses: false,
+	},
 	"Mistral": {
 		Name:                "Mistral",
 		BaseURL:             "https://api.mistral.ai/v1",
@@ -123,6 +195,17 @@ var ProviderMap = map[string]ProviderConfig{
 		BaseURL:             "https://api.venice.ai/api/v1",
 		ImplementsResponses: false,
 	},
+	"Z AI": {
+		Name:                "Z AI",
+		BaseURL:             "https://api.z.ai/api/paas/v4",
+		ImplementsResponses: false,
+	},
+	"Abacus": {
+		Name:                "Abacus",
+		BaseURL:             "https://routellm.abacus.ai/v1/",
+		ModelsURL:           "static:abacus", // Special marker for static model list
+		ImplementsResponses: false,
+	},
 }
 
 // GetProviderByName returns the provider configuration for a given name with O(1) lookup

internal/plugins/ai/openai_compatible/providers_config_test.go

@@ -20,6 +20,21 @@ func TestCreateClient(t *testing.T) {
 			provider: "Groq",
 			exists:   true,
 		},
+		{
+			name:     "Existing provider - Z AI",
+			provider: "Z AI",
+			exists:   true,
+		},
+		{
+			name:     "Existing provider - Abacus",
+			provider: "Abacus",
+			exists:   true,
+		},
+		{
+			name:     "Existing provider - MiniMax",
+			provider: "MiniMax",
+			exists:   true,
+		},
 		{
 			name:     "Non-existent provider",
 			provider: "NonExistent",

internal/plugins/ai/perplexity/perplexity.go

@@ -4,6 +4,7 @@ import (
 	"context"
 	"fmt"
 	"os"
+	"strings"
 	"sync"
 
 	"github.com/danielmiessler/fabric/internal/domain"
@@ -107,18 +108,19 @@ func (c *Client) Send(ctx context.Context, msgs []*chat.ChatCompletionMessage, o
 		return "", fmt.Errorf("perplexity API request failed: %w", err) // Corrected capitalization
 	}
 
-	content := resp.GetLastContent()
+	var content strings.Builder
+	content.WriteString(resp.GetLastContent())
 
 	// Append citations if available
 	citations := resp.GetCitations()
 	if len(citations) > 0 {
-		content += "\n\n# CITATIONS\n\n"
+		content.WriteString("\n\n# CITATIONS\n\n")
 		for i, citation := range citations {
-			content += fmt.Sprintf("- [%d] %s\n", i+1, citation)
+			content.WriteString(fmt.Sprintf("- [%d] %s\n", i+1, citation))
 		}
 	}
 
-	return content, nil
+	return content.String(), nil
 }
 
 func (c *Client) SendStream(msgs []*chat.ChatCompletionMessage, opts *domain.ChatOptions, channel chan string) error {

internal/plugins/ai/vendors.go

@@ -25,14 +25,17 @@ type VendorsManager struct {
 	Models        *VendorsModels
 }
 
+// AddVendors registers one or more vendors with the manager.
+// Vendors are stored with lowercase keys to enable case-insensitive lookup.
 func (o *VendorsManager) AddVendors(vendors ...Vendor) {
 	for _, vendor := range vendors {
-		o.VendorsByName[vendor.GetName()] = vendor
+		name := strings.ToLower(vendor.GetName())
+		o.VendorsByName[name] = vendor
 		o.Vendors = append(o.Vendors, vendor)
 	}
 }
 
-func (o *VendorsManager) Clear(vendors ...Vendor) {
+func (o *VendorsManager) Clear() {
 	o.VendorsByName = map[string]Vendor{}
 	o.Vendors = []Vendor{}
 	o.Models = nil
@@ -63,8 +66,10 @@ func (o *VendorsManager) HasVendors() bool {
 	return len(o.Vendors) > 0
 }
 
+// FindByName returns a vendor by name. Lookup is case-insensitive.
+// For example, "OpenAI", "openai", and "OPENAI" all match the same vendor.
 func (o *VendorsManager) FindByName(name string) Vendor {
-	return o.VendorsByName[name]
+	return o.VendorsByName[strings.ToLower(name)]
 }
 
 func (o *VendorsManager) readModels() (err error) {
@@ -143,9 +148,9 @@ func (o *VendorsManager) SetupVendor(vendorName string, configuredVendors map[st
 func (o *VendorsManager) setupVendorTo(vendor Vendor, configuredVendors map[string]Vendor) {
 	if vendorErr := vendor.Setup(); vendorErr == nil {
 		fmt.Printf("[%v] configured\n", vendor.GetName())
-		configuredVendors[vendor.GetName()] = vendor
+		configuredVendors[strings.ToLower(vendor.GetName())] = vendor
 	} else {
-		delete(configuredVendors, vendor.GetName())
+		delete(configuredVendors, strings.ToLower(vendor.GetName()))
 		fmt.Printf("[%v] skipped\n", vendor.GetName())
 	}
 }

internal/plugins/ai/vendors_test.go

@@ -0,0 +1,66 @@
+package ai
+
+import (
+	"bytes"
+	"context"
+	"testing"
+
+	"github.com/danielmiessler/fabric/internal/chat"
+	"github.com/danielmiessler/fabric/internal/domain"
+)
+
+type stubVendor struct {
+	name string
+}
+
+func (v *stubVendor) GetName() string                       { return v.name }
+func (v *stubVendor) GetSetupDescription() string           { return "" }
+func (v *stubVendor) IsConfigured() bool                    { return true }
+func (v *stubVendor) Configure() error                      { return nil }
+func (v *stubVendor) Setup() error                          { return nil }
+func (v *stubVendor) SetupFillEnvFileContent(*bytes.Buffer) {}
+func (v *stubVendor) ListModels() ([]string, error)         { return nil, nil }
+func (v *stubVendor) SendStream([]*chat.ChatCompletionMessage, *domain.ChatOptions, chan string) error {
+	return nil
+}
+func (v *stubVendor) Send(context.Context, []*chat.ChatCompletionMessage, *domain.ChatOptions) (string, error) {
+	return "", nil
+}
+func (v *stubVendor) NeedsRawMode(string) bool { return false }
+
+func TestVendorsManagerFindByNameCaseInsensitive(t *testing.T) {
+	manager := NewVendorsManager()
+	vendor := &stubVendor{name: "OpenAI"}
+
+	manager.AddVendors(vendor)
+
+	if got := manager.FindByName("openai"); got != vendor {
+		t.Fatalf("FindByName lowercase = %v, want %v", got, vendor)
+	}
+
+	if got := manager.FindByName("OPENAI"); got != vendor {
+		t.Fatalf("FindByName uppercase = %v, want %v", got, vendor)
+	}
+
+	if got := manager.FindByName("OpenAI"); got != vendor {
+		t.Fatalf("FindByName mixed case = %v, want %v", got, vendor)
+	}
+}
+
+func TestVendorsManagerSetupVendorToCaseInsensitive(t *testing.T) {
+	manager := NewVendorsManager()
+	vendor := &stubVendor{name: "OpenAI"}
+
+	configured := map[string]Vendor{}
+	manager.setupVendorTo(vendor, configured)
+
+	// Verify vendor is stored with lowercase key
+	if _, ok := configured["openai"]; !ok {
+		t.Fatalf("setupVendorTo should store vendor using lowercase key")
+	}
+
+	// Verify original case key is not used
+	if _, ok := configured["OpenAI"]; ok {
+		t.Fatalf("setupVendorTo should not store vendor using original case key")
+	}
+}

internal/plugins/db/fsdb/patterns.go

@@ -7,6 +7,7 @@ import (
 	"sort"
 	"strings"
 
+	"github.com/danielmiessler/fabric/internal/i18n"
 	"github.com/danielmiessler/fabric/internal/plugins/template"
 	"github.com/danielmiessler/fabric/internal/util"
 )
@@ -64,7 +65,9 @@ func (o *PatternsEntity) loadPattern(source string) (pattern *Pattern, err error
 		}
 
 		// Use the resolved absolute path to get the pattern
-		pattern, _ = o.getFromFile(absPath)
+		if pattern, err = o.getFromFile(absPath); err != nil {
+			return nil, fmt.Errorf("could not load pattern from file %s: %w", absPath, err)
+		}
 	} else {
 		// Otherwise, get the pattern from the database
 		pattern, err = o.getFromDB(source)
@@ -128,7 +131,16 @@ func (o *PatternsEntity) getFromDB(name string) (ret *Pattern, err error) {
 
 	var pattern []byte
 	if pattern, err = os.ReadFile(patternPath); err != nil {
-		return
+		// Check if the patterns directory is empty to provide helpful error message
+		if os.IsNotExist(err) {
+			var entries []os.DirEntry
+			entries, _ = os.ReadDir(o.Dir)
+			if len(entries) == 0 || (len(entries) == 1 && entries[0].Name() == "loaded") {
+				// Patterns directory is empty or only has 'loaded' file
+				return nil, fmt.Errorf(i18n.T("pattern_not_found_no_patterns"), name)
+			}
+		}
+		return nil, fmt.Errorf(i18n.T("pattern_not_found_list_available"), name)
 	}
 
 	patternStr := string(pattern)

internal/plugins/db/fsdb/storage.go

@@ -134,7 +134,7 @@ func (o *StorageEntity) buildFileName(name string) string {
 	return fmt.Sprintf("%s%v", name, o.FileExtension)
 }
 
-func (o *StorageEntity) SaveAsJson(name string, item interface{}) (err error) {
+func (o *StorageEntity) SaveAsJson(name string, item any) (err error) {
 	var jsonString []byte
 	if jsonString, err = json.Marshal(item); err == nil {
 		err = o.Save(name, jsonString)
@@ -145,7 +145,7 @@ func (o *StorageEntity) SaveAsJson(name string, item interface{}) (err error) {
 	return err
 }
 
-func (o *StorageEntity) LoadAsJson(name string, item interface{}) (err error) {
+func (o *StorageEntity) LoadAsJson(name string, item any) (err error) {
 	var content []byte
 	if content, err = o.Load(name); err != nil {
 		return

internal/plugins/plugin.go

@@ -5,6 +5,8 @@ import (
 	"fmt"
 	"os"
 	"strings"
+
+	"github.com/danielmiessler/fabric/internal/i18n"
 )
 
 const AnswerReset = "reset"
@@ -55,12 +57,22 @@ func (o *PluginBase) AddSetupQuestionCustom(name string, required bool, question
 	setting := o.AddSetting(name, required)
 	ret = &SetupQuestion{Setting: setting, Question: question}
 	if ret.Question == "" {
-		ret.Question = fmt.Sprintf("Enter your %v %v", o.Name, strings.ToUpper(name))
+		ret.Question = fmt.Sprintf(i18n.T("plugin_enter_value"), o.Name, strings.ToUpper(name))
 	}
 	o.SetupQuestions = append(o.SetupQuestions, ret)
 	return
 }
 
+// AddSetupQuestionWithEnvName creates a setup question with an explicit environment variable name.
+// This is useful when you want the environment variable name to remain constant across languages.
+// The envVarName is used for the environment variable, while the question is localized.
+func (o *PluginBase) AddSetupQuestionWithEnvName(envVarName string, required bool, question string) (ret *SetupQuestion) {
+	setting := o.AddSetting(envVarName, required)
+	ret = &SetupQuestion{Setting: setting, Question: question}
+	o.SetupQuestions = append(o.SetupQuestions, ret)
+	return
+}
+
 func (o *PluginBase) AddSetupQuestionBool(name string, required bool) (ret *SetupQuestion) {
 	return o.AddSetupQuestionCustomBool(name, required, "")
 }
@@ -70,7 +82,7 @@ func (o *PluginBase) AddSetupQuestionCustomBool(name string, required bool, ques
 	setting.Type = SettingTypeBool
 	ret = &SetupQuestion{Setting: setting, Question: question}
 	if ret.Question == "" {
-		ret.Question = fmt.Sprintf("Enable %v %v (true/false)", o.Name, strings.ToUpper(name))
+		ret.Question = fmt.Sprintf(i18n.T("plugin_enable_bool_question"), o.Name, strings.ToUpper(name))
 	}
 	o.SetupQuestions = append(o.SetupQuestions, ret)
 	return
@@ -92,13 +104,17 @@ func (o *PluginBase) Setup() (err error) {
 		return
 	}
 
-	err = o.Configure()
+	// After Setup, run ConfigureCustom if present, but skip re-validation
+	// since Ask() already validated user input (or allowed explicit reset)
+	if o.ConfigureCustom != nil {
+		err = o.ConfigureCustom()
+	}
 	return
 }
 
 func (o *PluginBase) SetupOrSkip() (err error) {
 	if err = o.Setup(); err != nil {
-		fmt.Printf("[%v] skipped\n", o.GetName())
+		fmt.Printf(i18n.T("plugin_setup_skipped"), o.GetName())
 	}
 	return
 }
@@ -166,7 +182,7 @@ func ParseBool(val string) (bool, error) {
 	case "0", "false", "no", "off":
 		return false, nil
 	}
-	return false, fmt.Errorf("invalid bool: %q", val)
+	return false, fmt.Errorf(i18n.T("plugin_invalid_bool"), val)
 }
 
 type SetupQuestion struct {
@@ -187,34 +203,37 @@ func (o *SetupQuestion) Ask(label string) (err error) {
 		if v, err := ParseBool(o.Value); err == nil && v {
 			current = "true"
 		}
-		fmt.Printf("%v%v (true/false, leave empty for '%s' or type '%v' to remove the value):\n",
-			prefix, o.Question, current, AnswerReset)
+		fmt.Printf(i18n.T("plugin_question_bool"), prefix, o.Question, current, AnswerReset)
 	} else if o.Value != "" {
-		fmt.Printf("%v%v (leave empty for '%s' or type '%v' to remove the value):\n",
-			prefix, o.Question, o.Value, AnswerReset)
+		fmt.Printf(i18n.T("plugin_question_with_default"), prefix, o.Question, o.Value, AnswerReset)
 	} else {
-		fmt.Printf("%v%v (leave empty to skip):\n", prefix, o.Question)
+		fmt.Printf(i18n.T("plugin_question_optional"), prefix, o.Question)
 	}
 	var answer string
 	fmt.Scanln(&answer)
 	answer = strings.TrimRight(answer, "\n")
+	isReset := strings.ToLower(answer) == AnswerReset
 	if answer == "" {
 		answer = o.Value
-	} else if strings.ToLower(answer) == AnswerReset {
+	} else if isReset {
 		answer = ""
 	}
-	err = o.OnAnswer(answer)
+	err = o.OnAnswerWithReset(answer, isReset)
 	return
 }
 
 func (o *SetupQuestion) OnAnswer(answer string) (err error) {
+	return o.OnAnswerWithReset(answer, false)
+}
+
+func (o *SetupQuestion) OnAnswerWithReset(answer string, isReset bool) (err error) {
 	if o.Type == SettingTypeBool {
 		if answer == "" {
 			o.Value = ""
 		} else {
 			_, err := ParseBool(answer)
 			if err != nil {
-				return fmt.Errorf("invalid boolean value: %v", answer)
+				return fmt.Errorf(i18n.T("plugin_invalid_boolean_value"), answer)
 			}
 			o.Value = strings.ToLower(answer)
 		}
@@ -226,13 +245,18 @@ func (o *SetupQuestion) OnAnswer(answer string) (err error) {
 			return
 		}
 	}
+	// Skip validation when explicitly resetting a value - the user intentionally
+	// wants to clear the value even if it's required
+	if isReset {
+		return nil
+	}
 	err = o.IsValidErr()
 	return
 }
 
 func (o *Setting) IsValidErr() (err error) {
 	if !o.IsValid() {
-		err = fmt.Errorf("%v=%v, is not valid", o.EnvVariable, o.Value)
+		err = fmt.Errorf(i18n.T("plugin_setting_not_valid"), o.EnvVariable, o.Value)
 	}
 	return
 }
@@ -303,5 +327,8 @@ func BuildEnvVariablePrefix(name string) (ret string) {
 
 func BuildEnvVariable(name string) string {
 	name = strings.TrimSpace(name)
-	return strings.ReplaceAll(strings.ToUpper(name), " ", "_")
+	name = strings.ToUpper(name)
+	name = strings.ReplaceAll(name, " ", "_")
+	name = strings.ReplaceAll(name, "-", "_")
+	return name
 }

internal/plugins/plugin_test.go

@@ -116,6 +116,91 @@ func TestSetupQuestion_Ask(t *testing.T) {
 	assert.Equal(t, "user_value", setting.Value)
 }
 
+func TestSetupQuestion_Ask_Reset(t *testing.T) {
+	// Test that resetting a required field doesn't produce an error
+	setting := &Setting{
+		EnvVariable: "TEST_RESET_SETTING",
+		Value:       "existing_value",
+		Required:    true,
+	}
+	question := &SetupQuestion{
+		Setting:  setting,
+		Question: "Enter test setting:",
+	}
+	input := "reset\n"
+	fmtInput := captureInput(input)
+	defer fmtInput()
+	err := question.Ask("TestConfigurable")
+	// Should NOT return an error even though the field is required
+	assert.NoError(t, err)
+	// Value should be cleared
+	assert.Equal(t, "", setting.Value)
+}
+
+func TestSetupQuestion_OnAnswerWithReset(t *testing.T) {
+	tests := []struct {
+		name        string
+		setting     *Setting
+		answer      string
+		isReset     bool
+		expectError bool
+		expectValue string
+	}{
+		{
+			name: "reset required field should not error",
+			setting: &Setting{
+				EnvVariable: "TEST_SETTING",
+				Value:       "old_value",
+				Required:    true,
+			},
+			answer:      "",
+			isReset:     true,
+			expectError: false,
+			expectValue: "",
+		},
+		{
+			name: "empty answer on required field should error",
+			setting: &Setting{
+				EnvVariable: "TEST_SETTING",
+				Value:       "",
+				Required:    true,
+			},
+			answer:      "",
+			isReset:     false,
+			expectError: true,
+			expectValue: "",
+		},
+		{
+			name: "valid answer on required field should not error",
+			setting: &Setting{
+				EnvVariable: "TEST_SETTING",
+				Value:       "",
+				Required:    true,
+			},
+			answer:      "new_value",
+			isReset:     false,
+			expectError: false,
+			expectValue: "new_value",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			question := &SetupQuestion{
+				Setting:  tt.setting,
+				Question: "Test question",
+			}
+			err := question.OnAnswerWithReset(tt.answer, tt.isReset)
+			if tt.expectError {
+				assert.Error(t, err)
+			} else {
+				assert.NoError(t, err)
+			}
+			assert.Equal(t, tt.expectValue, tt.setting.Value)
+		})
+	}
+}
+
 func TestSettings_IsConfigured(t *testing.T) {
 	settings := Settings{
 		{EnvVariable: "TEST_SETTING1", Value: "value1", Required: true},

internal/plugins/strategy/strategy.go

@@ -9,6 +9,7 @@ import (
 	"sort"
 	"strings"
 
+	"github.com/danielmiessler/fabric/internal/i18n"
 	"github.com/danielmiessler/fabric/internal/plugins"
 	"github.com/danielmiessler/fabric/internal/tools/githelper"
 )
@@ -26,18 +27,18 @@ func NewStrategiesManager() (sm *StrategiesManager) {
 		Strategies: strategies,
 	}
 	sm.PluginBase = &plugins.PluginBase{
-		Name:             label,
-		SetupDescription: "Strategies - Downloads Prompting Strategies (like chain of thought) [required]",
+		Name:             i18n.T("strategies_label"),
+		SetupDescription: i18n.T("strategies_setup_description") + " " + i18n.T("required_marker"),
 		EnvNamePrefix:    plugins.BuildEnvVariablePrefix(label),
 		ConfigureCustom:  sm.configure,
 	}
 
-	sm.DefaultGitRepoUrl = sm.AddSetupQuestionCustom("Git Repo Url", true,
-		"Enter the default Git repository URL for the strategies")
+	sm.DefaultGitRepoUrl = sm.AddSetupQuestionWithEnvName("Git Repo Url", true,
+		i18n.T("strategies_git_repo_url_question"))
 	sm.DefaultGitRepoUrl.Value = DefaultStrategiesGitRepoUrl
 
-	sm.DefaultFolder = sm.AddSetupQuestionCustom("Git Repo Strategies Folder", true,
-		"Enter the default folder in the Git repository where strategies are stored")
+	sm.DefaultFolder = sm.AddSetupQuestionWithEnvName("Git Repo Strategies Folder", true,
+		i18n.T("strategies_git_repo_folder_question"))
 	sm.DefaultFolder.Value = DefaultStrategiesGitRepoFolder
 
 	return
@@ -103,33 +104,39 @@ func (sm *StrategiesManager) Setup() (err error) {
 	if err = sm.PopulateDB(); err != nil {
 		return
 	}
+	// Reload strategies after downloading so IsConfigured() reflects the new state
+	sm.Strategies, _ = LoadAllFiles()
 	return
 }
 
 // PopulateDB downloads strategies from the internet and populates the strategies folder
 func (sm *StrategiesManager) PopulateDB() (err error) {
-	stageDir, _ := getStrategyDir()
-	fmt.Printf("Downloading strategies and Populating %s...\n", stageDir)
+	strategyDir, _ := getStrategyDir()
+	fmt.Printf(i18n.T("strategies_downloading"), strategyDir)
+	fmt.Println()
 	fmt.Println()
 	if err = sm.gitCloneAndCopy(); err != nil {
 		return
 	}
+	fmt.Printf(i18n.T("strategies_download_success"), strategyDir)
 	return
 }
 
 func (sm *StrategiesManager) gitCloneAndCopy() (err error) {
 	homeDir, err := os.UserHomeDir()
 	if err != nil {
-		err = fmt.Errorf("could not get home directory: %v", err)
+		err = fmt.Errorf(i18n.T("strategies_home_dir_error"), err)
 		return
 	}
 	strategyDir := filepath.Join(homeDir, ".config", "fabric", "strategies")
 
 	// Create the directory if it doesn't exist
 	if err = os.MkdirAll(strategyDir, os.ModePerm); err != nil {
-		return fmt.Errorf("failed to create strategies directory: %w", err)
+		return fmt.Errorf(i18n.T("strategies_failed_create_directory"), err)
 	}
 
+	fmt.Printf(i18n.T("strategies_cloning_repository"), sm.DefaultGitRepoUrl.Value, sm.DefaultFolder.Value)
+
 	// Use the helper to fetch files
 	err = githelper.FetchFilesFromRepo(githelper.FetchOptions{
 		RepoURL:         sm.DefaultGitRepoUrl.Value,
@@ -138,7 +145,19 @@ func (sm *StrategiesManager) gitCloneAndCopy() (err error) {
 		SingleDirectory: true,
 	})
 	if err != nil {
-		return fmt.Errorf("failed to download strategies: %w", err)
+		return fmt.Errorf(i18n.T("strategies_failed_download"), err)
+	}
+
+	// Count downloaded strategies
+	entries, readErr := os.ReadDir(strategyDir)
+	if readErr == nil {
+		strategyCount := 0
+		for _, entry := range entries {
+			if !entry.IsDir() && filepath.Ext(entry.Name()) == ".json" {
+				strategyCount++
+			}
+		}
+		fmt.Printf(i18n.T("strategies_downloaded_count"), strategyCount)
 	}
 
 	return nil
@@ -153,7 +172,7 @@ func (sm *StrategiesManager) configure() (err error) {
 func getStrategyDir() (ret string, err error) {
 	homeDir, err := os.UserHomeDir()
 	if err != nil {
-		err = fmt.Errorf("could not get home directory: %v, using current directory instead", err)
+		err = fmt.Errorf(i18n.T("strategies_home_dir_fallback"), err)
 		ret = filepath.Join(".", "data/strategies")
 		return
 	}
@@ -178,7 +197,7 @@ func LoadStrategy(filename string) (*Strategy, error) {
 		// Try without extension
 		strategyPath = filepath.Join(strategyDir, filename)
 		if _, err := os.Stat(strategyPath); os.IsNotExist(err) {
-			return nil, fmt.Errorf("strategy %s not found. Please run 'fabric --liststrategies' for list", filename)
+			return nil, fmt.Errorf(i18n.T("strategy_not_found"), filename)
 		}
 	}
 
@@ -199,10 +218,10 @@ func LoadStrategy(filename string) (*Strategy, error) {
 // ListStrategies prints available strategies
 func (sm *StrategiesManager) ListStrategies(shellCompleteList bool) error {
 	if len(sm.Strategies) == 0 {
-		return fmt.Errorf("no strategies found. Please run 'fabric --setup' to download strategies")
+		return fmt.Errorf("%s", i18n.T("strategies_none_found"))
 	}
 	if !shellCompleteList {
-		fmt.Print("Available Strategies:\n\n")
+		fmt.Print(i18n.T("strategies_available_header"), "\n\n")
 	}
 	// Get all strategy names for sorting
 	names := []string{}

internal/plugins/template/extension_executor_test.go

@@ -187,9 +187,10 @@ esac`
 	executor := NewExtensionExecutor(registry)
 
 	// Helper function to create and register extension
-	createExtension := func(name, opName, cmdTemplate string, config map[string]interface{}) error {
+	createExtension := func(name, opName, cmdTemplate string, config map[string]any) error {
 		configPath := filepath.Join(tmpDir, name+".yaml")
-		configContent := `name: ` + name + `
+		var configContent strings.Builder
+		configContent.WriteString(`name: ` + name + `
 executable: ` + testScript + `
 type: executable
 timeout: 30s
@@ -199,14 +200,14 @@ operations:
 config:
   output:
     method: file
-    file_config:`
+    file_config:`)
 
 		// Add config options
 		for k, v := range config {
-			configContent += "\n      " + k + ": " + strings.TrimSpace(v.(string))
+			configContent.WriteString("\n      " + k + ": " + strings.TrimSpace(v.(string)))
 		}
 
-		if err := os.WriteFile(configPath, []byte(configContent), 0644); err != nil {
+		if err := os.WriteFile(configPath, []byte(configContent.String()), 0644); err != nil {
 			return err
 		}
 
@@ -216,7 +217,7 @@ config:
 	// Test basic fixed file output
 	t.Run("BasicFixedFile", func(t *testing.T) {
 		outputFile := filepath.Join(tmpDir, "output.txt")
-		config := map[string]interface{}{
+		config := map[string]any{
 			"output_file": `"output.txt"`,
 			"work_dir":    `"` + tmpDir + `"`,
 			"cleanup":     "true",
@@ -241,7 +242,7 @@ config:
 
 	// Test no work_dir specified
 	t.Run("NoWorkDir", func(t *testing.T) {
-		config := map[string]interface{}{
+		config := map[string]any{
 			"output_file": `"direct-output.txt"`,
 			"cleanup":     "true",
 		}
@@ -263,7 +264,7 @@ config:
 		outputFile := filepath.Join(tmpDir, "cleanup-test.txt")
 
 		// Test with cleanup enabled
-		config := map[string]interface{}{
+		config := map[string]any{
 			"output_file": `"cleanup-test.txt"`,
 			"work_dir":    `"` + tmpDir + `"`,
 			"cleanup":     "true",
@@ -307,7 +308,7 @@ config:
 	// Test error cases
 	t.Run("ErrorCases", func(t *testing.T) {
 		outputFile := filepath.Join(tmpDir, "error-test.txt")
-		config := map[string]interface{}{
+		config := map[string]any{
 			"output_file": `"error-test.txt"`,
 			"work_dir":    `"` + tmpDir + `"`,
 			"cleanup":     "true",
@@ -341,7 +342,7 @@ config:
 
 	// Test with missing output_file
 	t.Run("MissingOutputFile", func(t *testing.T) {
-		config := map[string]interface{}{
+		config := map[string]any{
 			"work_dir": `"` + tmpDir + `"`,
 			"cleanup":  "true",
 		}

internal/plugins/template/extension_registry.go

@@ -30,7 +30,7 @@ type ExtensionDefinition struct {
 	Operations map[string]OperationConfig `yaml:"operations"`
 
 	// Additional config
-	Config map[string]interface{} `yaml:"config"`
+	Config map[string]any `yaml:"config"`
 }
 
 type OperationConfig struct {
@@ -53,7 +53,7 @@ type ExtensionRegistry struct {
 
 // Helper methods for Config access
 func (e *ExtensionDefinition) GetOutputMethod() string {
-	if output, ok := e.Config["output"].(map[string]interface{}); ok {
+	if output, ok := e.Config["output"].(map[string]any); ok {
 		if method, ok := output["method"].(string); ok {
 			return method
 		}
@@ -61,9 +61,9 @@ func (e *ExtensionDefinition) GetOutputMethod() string {
 	return "stdout" // default to stdout if not specified
 }
 
-func (e *ExtensionDefinition) GetFileConfig() map[string]interface{} {
-	if output, ok := e.Config["output"].(map[string]interface{}); ok {
-		if fileConfig, ok := output["file_config"].(map[string]interface{}); ok {
+func (e *ExtensionDefinition) GetFileConfig() map[string]any {
+	if output, ok := e.Config["output"].(map[string]any); ok {
+		if fileConfig, ok := output["file_config"].(map[string]any); ok {
 			return fileConfig
 		}
 	}

internal/plugins/template/template.go

@@ -33,7 +33,7 @@ func init() {
 var pluginPattern = regexp.MustCompile(`\{\{plugin:([^:]+):([^:]+)(?::([^}]+))?\}\}`)
 var extensionPattern = regexp.MustCompile(`\{\{ext:([^:]+):([^:]+)(?::([^}]+))?\}\}`)
 
-func debugf(format string, a ...interface{}) {
+func debugf(format string, a ...any) {
 	debuglog.Debug(debuglog.Trace, format, a...)
 }
 

internal/plugins/template/text.go

@@ -16,7 +16,7 @@ func toTitle(s string) string {
 	lower := strings.ToLower(s)
 	runes := []rune(lower)
 
-	for i := 0; i < len(runes); i++ {
+	for i := range runes {
 		// Capitalize if previous char is non-letter AND
 		// (we're at the end OR next char is not space)
 		if i == 0 || !unicode.IsLetter(runes[i-1]) {

internal/server/auth.go

@@ -2,14 +2,25 @@ package restapi
 
 import (
 	"net/http"
+	"strings"
 
 	"github.com/gin-gonic/gin"
 )
 
 const APIKeyHeader = "X-API-Key"
 
+// APIKeyMiddleware validates API key for protected endpoints.
+// Swagger documentation endpoints (/swagger/*) are exempt from authentication
+// to allow users to browse and test the API documentation freely.
 func APIKeyMiddleware(apiKey string) gin.HandlerFunc {
 	return func(c *gin.Context) {
+		// Skip authentication for Swagger documentation endpoints
+		// This allows public access to API docs even when authentication is enabled
+		if strings.HasPrefix(c.Request.URL.Path, "/swagger/") {
+			c.Next()
+			return
+		}
+
 		headerApiKey := c.GetHeader(APIKeyHeader)
 
 		if headerApiKey == "" {

internal/server/chat.go

@@ -55,6 +55,17 @@ func NewChatHandler(r *gin.Engine, registry *core.PluginRegistry, db *fsdb.Db) *
 	return handler
 }
 
+// HandleChat godoc
+// @Summary Stream chat completions
+// @Description Stream AI responses using Server-Sent Events (SSE)
+// @Tags chat
+// @Accept json
+// @Produce text/event-stream
+// @Param request body ChatRequest true "Chat request with prompts and options"
+// @Success 200 {object} StreamResponse "Streaming response"
+// @Failure 400 {object} map[string]string
+// @Security ApiKeyAuth
+// @Router /chat [post]
 func (h *ChatHandler) HandleChat(c *gin.Context) {
 	var request ChatRequest
 

internal/server/models.go

@@ -17,6 +17,15 @@ func NewModelsHandler(r *gin.Engine, vendorManager *ai.VendorsManager) {
 	r.GET("/models/names", handler.GetModelNames)
 }
 
+// GetModelNames godoc
+// @Summary List all available models
+// @Description Get a list of all available AI models grouped by vendor
+// @Tags models
+// @Produce json
+// @Success 200 {object} map[string]interface{} "Returns models (array) and vendors (map)"
+// @Failure 500 {object} map[string]string
+// @Security ApiKeyAuth
+// @Router /models/names [get]
 func (h *ModelsHandler) GetModelNames(c *gin.Context) {
 	vendorsModels, err := h.vendorManager.GetModels()
 	if err != nil {
@@ -24,7 +33,7 @@ func (h *ModelsHandler) GetModelNames(c *gin.Context) {
 		return
 	}
 
-	response := make(map[string]interface{})
+	response := make(map[string]any)
 	vendors := make(map[string][]string)
 
 	for _, groupItems := range vendorsModels.GroupsItems {

internal/server/ollama.go

@@ -102,7 +102,7 @@ func ServeOllama(registry *core.PluginRegistry, address string, version string)
 	// Ollama Endpoints
 	r.GET("/api/tags", typeConversion.ollamaTags)
 	r.GET("/api/version", func(c *gin.Context) {
-		c.Data(200, "application/json", []byte(fmt.Sprintf("{\"%s\"}", version)))
+		c.Data(200, "application/json", fmt.Appendf(nil, "{\"%s\"}", version))
 	})
 	r.POST("/api/chat", typeConversion.ollamaChat)
 
@@ -224,7 +224,7 @@ func (f APIConvert) ollamaChat(c *gin.Context) {
 		c.JSON(http.StatusInternalServerError, gin.H{"error": "testing endpoint"})
 		return
 	}
-	for _, word := range strings.Split(fabricResponse.Content, " ") {
+	for word := range strings.SplitSeq(fabricResponse.Content, " ") {
 		forwardedResponse = OllamaResponse{
 			Model:     "",
 			CreatedAt: "",

internal/server/patterns.go

@@ -1,6 +1,7 @@
 package restapi
 
 import (
+	"maps"
 	"net/http"
 
 	"github.com/danielmiessler/fabric/internal/plugins/db/fsdb"
@@ -32,6 +33,16 @@ func NewPatternsHandler(r *gin.Engine, patterns *fsdb.PatternsEntity) (ret *Patt
 }
 
 // Get handles the GET /patterns/:name route - returns raw pattern without variable processing
+// @Summary Get a pattern
+// @Description Retrieve a pattern by name
+// @Tags patterns
+// @Accept json
+// @Produce json
+// @Param name path string true "Pattern name"
+// @Success 200 {object} fsdb.Pattern
+// @Failure 500 {object} map[string]string
+// @Security ApiKeyAuth
+// @Router /patterns/{name} [get]
 func (h *PatternsHandler) Get(c *gin.Context) {
 	name := c.Param("name")
 
@@ -58,6 +69,18 @@ type PatternApplyRequest struct {
 }
 
 // ApplyPattern handles the POST /patterns/:name/apply route
+// @Summary Apply pattern with variables
+// @Description Apply a pattern with variable substitution
+// @Tags patterns
+// @Accept json
+// @Produce json
+// @Param name path string true "Pattern name"
+// @Param request body PatternApplyRequest true "Pattern application request"
+// @Success 200 {object} fsdb.Pattern
+// @Failure 400 {object} map[string]string
+// @Failure 500 {object} map[string]string
+// @Security ApiKeyAuth
+// @Router /patterns/{name}/apply [post]
 func (h *PatternsHandler) ApplyPattern(c *gin.Context) {
 	name := c.Param("name")
 
@@ -74,9 +97,7 @@ func (h *PatternsHandler) ApplyPattern(c *gin.Context) {
 			variables[key] = values[0]
 		}
 	}
-	for key, value := range request.Variables {
-		variables[key] = value
-	}
+	maps.Copy(variables, request.Variables)
 
 	pattern, err := h.patterns.GetApplyVariables(name, variables, request.Input)
 	if err != nil {

internal/server/serve.go

@@ -2,11 +2,30 @@ package restapi
 
 import (
 	"log/slog"
+	"net/http"
+	"os"
+	"path/filepath"
 
 	"github.com/danielmiessler/fabric/internal/core"
 	"github.com/gin-gonic/gin"
+	swaggerFiles "github.com/swaggo/files"
+	ginSwagger "github.com/swaggo/gin-swagger"
+
+	_ "github.com/danielmiessler/fabric/docs" // swagger docs
 )
 
+// @title Fabric REST API
+// @version 1.0
+// @description REST API for Fabric AI augmentation framework. Provides endpoints for chat completions, pattern management, contexts, sessions, and more.
+// @contact.name Fabric Support
+// @contact.url https://github.com/danielmiessler/fabric
+// @license.name MIT
+// @license.url https://opensource.org/licenses/MIT
+// @host localhost:8080
+// @BasePath /
+// @securityDefinitions.apikey ApiKeyAuth
+// @in header
+// @name X-API-Key
 func Serve(registry *core.PluginRegistry, address string, apiKey string) (err error) {
 	r := gin.New()
 
@@ -20,6 +39,32 @@ func Serve(registry *core.PluginRegistry, address string, apiKey string) (err er
 		slog.Warn("Starting REST API server without API key authentication. This may pose security risks.")
 	}
 
+	// Swagger UI and documentation endpoint with custom YAML handler
+	r.GET("/swagger/*any", func(c *gin.Context) {
+		// Check if request is for swagger.yaml
+		if c.Param("any") == "/swagger.yaml" {
+			// Try to find swagger.yaml relative to current directory or executable
+			yamlPath := "docs/swagger.yaml"
+			if _, err := os.Stat(yamlPath); os.IsNotExist(err) {
+				// Try relative to executable
+				if exePath, err := os.Executable(); err == nil {
+					yamlPath = filepath.Join(filepath.Dir(exePath), "docs", "swagger.yaml")
+				}
+			}
+
+			if _, err := os.Stat(yamlPath); err != nil {
+				c.JSON(http.StatusNotFound, gin.H{"error": "swagger.yaml not found - generate it with: swag init -g internal/server/serve.go -o docs"})
+				return
+			}
+
+			c.File(yamlPath)
+			return
+		}
+
+		// For all other swagger paths, use the default handler
+		ginSwagger.WrapHandler(swaggerFiles.Handler)(c)
+	})
+
 	// Register routes
 	fabricDb := registry.Db
 	NewPatternsHandler(r, fabricDb.Patterns)

internal/server/youtube.go

@@ -12,15 +12,19 @@ type YouTubeHandler struct {
 	yt *youtube.YouTube
 }
 
+// YouTubeRequest represents a request to get a YouTube video transcript
 type YouTubeRequest struct {
-	URL        string `json:"url"`
-	Language   string `json:"language"`
-	Timestamps bool   `json:"timestamps"`
+	URL        string `json:"url" binding:"required" example:"https://www.youtube.com/watch?v=dQw4w9WgXcQ"` // YouTube video URL (required)
+	Language   string `json:"language,omitempty" example:"en"`                                              // Language code for transcript (default: "en")
+	Timestamps bool   `json:"timestamps,omitempty" example:"false"`                                         // Include timestamps in the transcript (default: false)
 }
 
+// YouTubeResponse represents the response containing video transcript and metadata
 type YouTubeResponse struct {
-	Transcript string `json:"transcript"`
-	Title      string `json:"title"`
+	Transcript  string `json:"transcript" example:"This is the video transcript..."`                // The video transcript text
+	VideoId     string `json:"videoId" example:"dQw4w9WgXcQ"`                                       // YouTube video ID
+	Title       string `json:"title" example:"Example Video Title"`                                 // Video title from YouTube metadata
+	Description string `json:"description" example:"This is the video description from YouTube..."` // Video description from YouTube metadata
 }
 
 func NewYouTubeHandler(r *gin.Engine, registry *core.PluginRegistry) *YouTubeHandler {
@@ -29,6 +33,18 @@ func NewYouTubeHandler(r *gin.Engine, registry *core.PluginRegistry) *YouTubeHan
 	return handler
 }
 
+// Transcript godoc
+// @Summary Get YouTube video transcript
+// @Description Retrieves the transcript of a YouTube video along with video metadata (title and description)
+// @Tags youtube
+// @Accept json
+// @Produce json
+// @Param request body YouTubeRequest true "YouTube transcript request with URL, language, and timestamp options"
+// @Success 200 {object} YouTubeResponse "Successful response with transcript and metadata"
+// @Failure 400 {object} map[string]string "Bad request - invalid URL or playlist URL provided"
+// @Failure 500 {object} map[string]string "Internal server error - failed to retrieve transcript or metadata"
+// @Security ApiKeyAuth
+// @Router /youtube/transcript [post]
 func (h *YouTubeHandler) Transcript(c *gin.Context) {
 	var req YouTubeRequest
 	if err := c.BindJSON(&req); err != nil {
@@ -55,6 +71,20 @@ func (h *YouTubeHandler) Transcript(c *gin.Context) {
 		return
 	}
 
+	// Try to get metadata (requires valid YouTube API key), but don't fail if unavailable
+	// This allows the endpoint to work for transcript extraction even without API key
+	var metadata *youtube.VideoMetadata
+	var title, description string
+	if metadata, err = h.yt.GrabMetadata(videoID); err == nil {
+		// Metadata available - use title and description from API
+		title = metadata.Title
+		description = metadata.Description
+	} else {
+		// No valid API key or metadata fetch failed - fallback to videoID as title
+		title = videoID
+		description = ""
+	}
+
 	var transcript string
 	if req.Timestamps {
 		transcript, err = h.yt.GrabTranscriptWithTimestamps(videoID, language)
@@ -66,5 +96,5 @@ func (h *YouTubeHandler) Transcript(c *gin.Context) {
 		return
 	}
 
-	c.JSON(http.StatusOK, YouTubeResponse{Transcript: transcript, Title: videoID})
+	c.JSON(http.StatusOK, YouTubeResponse{Transcript: transcript, VideoId: videoID, Title: title, Description: description})
 }

internal/tools/custom_patterns/custom_patterns.go

@@ -6,6 +6,7 @@ import (
 	"path/filepath"
 	"strings"
 
+	"github.com/danielmiessler/fabric/internal/i18n"
 	"github.com/danielmiessler/fabric/internal/plugins"
 )
 
@@ -14,14 +15,14 @@ func NewCustomPatterns() (ret *CustomPatterns) {
 	ret = &CustomPatterns{}
 
 	ret.PluginBase = &plugins.PluginBase{
-		Name:             label,
-		SetupDescription: "Custom Patterns - Set directory for your custom patterns (optional)",
+		Name:             i18n.T("custom_patterns_label"),
+		SetupDescription: i18n.T("custom_patterns_setup_description") + " " + i18n.T("optional_marker"),
 		EnvNamePrefix:    plugins.BuildEnvVariablePrefix(label),
 		ConfigureCustom:  ret.configure,
 	}
 
-	ret.CustomPatternsDir = ret.AddSetupQuestionCustom("Directory", false,
-		"Enter the path to your custom patterns directory (leave empty to skip)")
+	ret.CustomPatternsDir = ret.AddSetupQuestionWithEnvName("Directory", false,
+		i18n.T("custom_patterns_directory_question"))
 
 	return
 }

internal/tools/defaults.go

@@ -6,6 +6,7 @@ import (
 
 	"github.com/pkg/errors"
 
+	"github.com/danielmiessler/fabric/internal/i18n"
 	"github.com/danielmiessler/fabric/internal/plugins"
 	"github.com/danielmiessler/fabric/internal/plugins/ai"
 )
@@ -15,7 +16,7 @@ func NeeDefaults(getVendorsModels func() (*ai.VendorsModels, error)) (ret *Defau
 	ret = &Defaults{
 		PluginBase: &plugins.PluginBase{
 			Name:             vendorName,
-			SetupDescription: "Default AI Vendor and Model [required]",
+			SetupDescription: i18n.T("defaults_setup_description") + " " + i18n.T("required_marker"),
 			EnvNamePrefix:    plugins.BuildEnvVariablePrefix(vendorName),
 		},
 		GetVendorsModels: getVendorsModels,
@@ -23,11 +24,11 @@ func NeeDefaults(getVendorsModels func() (*ai.VendorsModels, error)) (ret *Defau
 
 	ret.Vendor = ret.AddSetting("Vendor", true)
 
-	ret.Model = ret.AddSetupQuestionCustom("Model", true,
-		"Enter the index the name of your default model")
+	ret.Model = ret.AddSetupQuestionWithEnvName("Model", true,
+		i18n.T("defaults_model_question"))
 
-	ret.ModelContextLength = ret.AddSetupQuestionCustom("Model Context Length", false,
-		"Enter model context length")
+	ret.ModelContextLength = ret.AddSetupQuestionWithEnvName("Model Context Length", false,
+		i18n.T("defaults_model_context_length_question"))
 
 	return
 }

internal/tools/jina/jina.go

@@ -7,6 +7,7 @@ import (
 	"io"
 	"net/http"
 
+	"github.com/danielmiessler/fabric/internal/i18n"
 	"github.com/danielmiessler/fabric/internal/plugins"
 )
 
@@ -21,8 +22,8 @@ func NewClient() (ret *Client) {
 
 	ret = &Client{
 		PluginBase: &plugins.PluginBase{
-			Name:             label,
-			SetupDescription: "Jina AI Service - to grab a webpage as clean, LLM-friendly text",
+			Name:             i18n.T("jina_label"),
+			SetupDescription: i18n.T("jina_setup_description") + " " + i18n.T("optional_marker"),
 			EnvNamePrefix:    plugins.BuildEnvVariablePrefix(label),
 		},
 	}

internal/tools/lang/language.go

@@ -1,6 +1,7 @@
 package lang
 
 import (
+	"github.com/danielmiessler/fabric/internal/i18n"
 	"github.com/danielmiessler/fabric/internal/plugins"
 	"golang.org/x/text/language"
 )
@@ -11,14 +12,14 @@ func NewLanguage() (ret *Language) {
 	ret = &Language{}
 
 	ret.PluginBase = &plugins.PluginBase{
-		Name:             label,
-		SetupDescription: "Language - Default AI Vendor Output Language",
+		Name:             i18n.T("language_label"),
+		SetupDescription: i18n.T("language_setup_description") + " " + i18n.T("optional_marker"),
 		EnvNamePrefix:    plugins.BuildEnvVariablePrefix(label),
 		ConfigureCustom:  ret.configure,
 	}
 
-	ret.DefaultLanguage = ret.AddSetupQuestionCustom("Output", false,
-		"Enter your default output language (for example: zh_CN)")
+	ret.DefaultLanguage = ret.AddSetupQuestionWithEnvName("Output", false,
+		i18n.T("language_output_question"))
 
 	return
 }

internal/tools/patterns_loader.go

@@ -7,6 +7,7 @@ import (
 	"sort"
 	"strings"
 
+	"github.com/danielmiessler/fabric/internal/i18n"
 	debuglog "github.com/danielmiessler/fabric/internal/log"
 	"github.com/danielmiessler/fabric/internal/plugins"
 	"github.com/danielmiessler/fabric/internal/plugins/db/fsdb"
@@ -26,18 +27,18 @@ func NewPatternsLoader(patterns *fsdb.PatternsEntity) (ret *PatternsLoader) {
 	}
 
 	ret.PluginBase = &plugins.PluginBase{
-		Name:             label,
-		SetupDescription: "Patterns - Downloads patterns [required]",
+		Name:             i18n.T("patterns_loader_label"),
+		SetupDescription: i18n.T("patterns_setup_description") + " " + i18n.T("required_marker"),
 		EnvNamePrefix:    plugins.BuildEnvVariablePrefix(label),
 		ConfigureCustom:  ret.configure,
 	}
 
-	ret.DefaultGitRepoUrl = ret.AddSetupQuestionCustom("Git Repo Url", true,
-		"Enter the default Git repository URL for the patterns")
+	ret.DefaultGitRepoUrl = ret.AddSetupQuestionWithEnvName("Git Repo Url", true,
+		i18n.T("patterns_git_repo_url_question"))
 	ret.DefaultGitRepoUrl.Value = DefaultPatternsGitRepoUrl
 
-	ret.DefaultFolder = ret.AddSetupQuestionCustom("Git Repo Patterns Folder", true,
-		"Enter the default folder in the Git repository where patterns are stored")
+	ret.DefaultFolder = ret.AddSetupQuestionWithEnvName("Git Repo Patterns Folder", true,
+		i18n.T("patterns_git_repo_folder_question"))
 	ret.DefaultFolder.Value = DefaultPatternsGitRepoFolder
 
 	return
@@ -61,7 +62,7 @@ func (o *PatternsLoader) configure() (err error) {
 	// Use a consistent temp folder name regardless of the source path structure
 	tempDir, err := os.MkdirTemp("", "fabric-patterns-")
 	if err != nil {
-		return fmt.Errorf("failed to create temporary patterns folder: %w", err)
+		return fmt.Errorf(i18n.T("patterns_failed_create_temp_folder"), err)
 	}
 	o.tempPatternsFolder = tempDir
 
@@ -91,29 +92,30 @@ func (o *PatternsLoader) Setup() (err error) {
 
 // PopulateDB downloads patterns from the internet and populates the patterns folder
 func (o *PatternsLoader) PopulateDB() (err error) {
-	fmt.Printf("Downloading patterns and Populating %s...\n", o.Patterns.Dir)
+	fmt.Printf(i18n.T("patterns_downloading"), o.Patterns.Dir)
+	fmt.Println()
 	fmt.Println()
 
 	originalPath := o.DefaultFolder.Value
 	if err = o.gitCloneAndCopy(); err != nil {
-		return fmt.Errorf("failed to download patterns from git repository: %w", err)
+		return fmt.Errorf(i18n.T("patterns_failed_download_from_git"), err)
 	}
 
 	// If the path was migrated during gitCloneAndCopy, we need to save the updated configuration
 	if o.DefaultFolder.Value != originalPath {
-		fmt.Printf("💾 Saving updated configuration (path changed from '%s' to '%s')...\n", originalPath, o.DefaultFolder.Value)
+		fmt.Printf(i18n.T("patterns_saving_updated_configuration"), originalPath, o.DefaultFolder.Value)
 		// The configuration will be saved by the calling code after this returns successfully
 	}
 
 	if err = o.movePatterns(); err != nil {
-		return fmt.Errorf("failed to move patterns to config directory: %w", err)
+		return fmt.Errorf(i18n.T("patterns_failed_move_patterns"), err)
 	}
 
-	fmt.Printf("✅ Successfully downloaded and installed patterns to %s\n", o.Patterns.Dir)
+	fmt.Printf(i18n.T("patterns_download_success"), o.Patterns.Dir)
 
 	// Create the unique patterns file after patterns are successfully moved
 	if err = o.createUniquePatternsFile(); err != nil {
-		return fmt.Errorf("failed to create unique patterns file: %w", err)
+		return fmt.Errorf(i18n.T("patterns_failed_unique_file"), err)
 	}
 
 	return
@@ -128,7 +130,7 @@ func (o *PatternsLoader) PersistPatterns() (err error) {
 			return nil
 		}
 		// Return unexpected errors (e.g., permission issues)
-		return fmt.Errorf("failed to access patterns directory '%s': %w", o.Patterns.Dir, err)
+		return fmt.Errorf(i18n.T("patterns_failed_access_directory"), o.Patterns.Dir, err)
 	}
 
 	var currentPatterns []os.DirEntry
@@ -157,9 +159,9 @@ func (o *PatternsLoader) PersistPatterns() (err error) {
 			src := filepath.Join(o.Patterns.Dir, currentPattern.Name())
 			dst := filepath.Join(newPatternsFolder, currentPattern.Name())
 			if copyErr := copy.Copy(src, dst); copyErr != nil {
-				fmt.Printf("Warning: failed to preserve custom pattern '%s': %v\n", currentPattern.Name(), copyErr)
+				fmt.Printf(i18n.T("patterns_preserve_warning"), currentPattern.Name(), copyErr)
 			} else {
-				fmt.Printf("Preserved custom pattern: %s\n", currentPattern.Name())
+				fmt.Printf(i18n.T("patterns_preserved_custom_pattern"), currentPattern.Name())
 			}
 		}
 	}
@@ -196,13 +198,13 @@ func (o *PatternsLoader) movePatterns() (err error) {
 	}
 
 	if patternCount == 0 {
-		err = fmt.Errorf("no patterns were successfully copied to %s", o.Patterns.Dir)
+		err = fmt.Errorf(i18n.T("patterns_no_patterns_copied"), o.Patterns.Dir)
 		return
 	}
 
 	//create an empty file to indicate that the patterns have been updated if not exists
 	if _, err = os.Create(o.loadedFilePath); err != nil {
-		return fmt.Errorf("failed to create loaded marker file '%s': %w", o.loadedFilePath, err)
+		return fmt.Errorf(i18n.T("patterns_failed_loaded_marker"), o.loadedFilePath, err)
 	}
 
 	err = os.RemoveAll(patternsDir)
@@ -212,10 +214,10 @@ func (o *PatternsLoader) movePatterns() (err error) {
 func (o *PatternsLoader) gitCloneAndCopy() (err error) {
 	// Create temp folder if it doesn't exist
 	if err = os.MkdirAll(filepath.Dir(o.tempPatternsFolder), os.ModePerm); err != nil {
-		return fmt.Errorf("failed to create temp directory: %w", err)
+		return fmt.Errorf(i18n.T("patterns_failed_create_temp_dir"), err)
 	}
 
-	fmt.Printf("Cloning repository %s (path: %s)...\n", o.DefaultGitRepoUrl.Value, o.DefaultFolder.Value)
+	fmt.Printf(i18n.T("patterns_cloning_repository"), o.DefaultGitRepoUrl.Value, o.DefaultFolder.Value)
 
 	// Try to fetch files with the current path
 	err = githelper.FetchFilesFromRepo(githelper.FetchOptions{
@@ -224,21 +226,21 @@ func (o *PatternsLoader) gitCloneAndCopy() (err error) {
 		DestDir:    o.tempPatternsFolder,
 	})
 	if err != nil {
-		return fmt.Errorf("failed to download patterns from %s: %w", o.DefaultGitRepoUrl.Value, err)
+		return fmt.Errorf(i18n.T("patterns_failed_download_from_repo"), o.DefaultGitRepoUrl.Value, err)
 	}
 
 	// Check if patterns were downloaded
 	if patternCount, checkErr := o.countPatternsInDirectory(o.tempPatternsFolder); checkErr != nil {
-		return fmt.Errorf("failed to read temp patterns directory: %w", checkErr)
+		return fmt.Errorf(i18n.T("patterns_failed_read_temp_directory"), checkErr)
 	} else if patternCount == 0 {
 		// No patterns found with current path, try automatic migration
 		if migrationErr := o.tryPathMigration(); migrationErr != nil {
-			return fmt.Errorf("no patterns found in repository at path %s and migration failed: %w", o.DefaultFolder.Value, migrationErr)
+			return fmt.Errorf(i18n.T("patterns_no_patterns_migration_failed"), o.DefaultFolder.Value, migrationErr)
 		}
 		// Migration successful, try downloading again
 		return o.gitCloneAndCopy()
 	} else {
-		fmt.Printf("Downloaded %d patterns to temporary directory\n", patternCount)
+		fmt.Printf(i18n.T("patterns_downloaded_temp"), patternCount)
 	}
 
 	return nil
@@ -248,7 +250,7 @@ func (o *PatternsLoader) gitCloneAndCopy() (err error) {
 func (o *PatternsLoader) tryPathMigration() (err error) {
 	// Check if current path is the old "patterns" path
 	if o.DefaultFolder.Value == "patterns" {
-		fmt.Println("🔄 Detected old pattern path 'patterns', trying migration to 'data/patterns'...")
+		fmt.Println(i18n.T("patterns_detected_old_path"))
 
 		// Try the new restructured path
 		newPath := "data/patterns"
@@ -256,7 +258,7 @@ func (o *PatternsLoader) tryPathMigration() (err error) {
 
 		// Clean up any existing test temp folder
 		if err := os.RemoveAll(testTempFolder); err != nil {
-			fmt.Printf("Warning: failed to remove test temporary folder '%s': %v\n", testTempFolder, err)
+			fmt.Printf(i18n.T("patterns_warning_remove_test_folder"), testTempFolder, err)
 		}
 
 		// Test if the new path works
@@ -269,7 +271,7 @@ func (o *PatternsLoader) tryPathMigration() (err error) {
 		if testErr == nil {
 			// Check if patterns exist in the new path
 			if patternCount, countErr := o.countPatternsInDirectory(testTempFolder); countErr == nil && patternCount > 0 {
-				fmt.Printf("✅ Found %d patterns at new path '%s', updating configuration...\n", patternCount, newPath)
+				fmt.Printf(i18n.T("patterns_found_new_path"), patternCount, newPath)
 
 				// Update the configuration
 				o.DefaultFolder.Value = newPath
@@ -278,7 +280,7 @@ func (o *PatternsLoader) tryPathMigration() (err error) {
 				if renameErr := os.Rename(testTempFolder, o.tempPatternsFolder); renameErr != nil {
 					// If rename fails, try copy
 					if copyErr := copy.Copy(testTempFolder, o.tempPatternsFolder); copyErr != nil {
-						return fmt.Errorf("failed to move test patterns to temp folder: %w", copyErr)
+						return fmt.Errorf(i18n.T("patterns_failed_move_test_patterns"), copyErr)
 					}
 					os.RemoveAll(testTempFolder)
 				}
@@ -291,7 +293,7 @@ func (o *PatternsLoader) tryPathMigration() (err error) {
 		os.RemoveAll(testTempFolder)
 	}
 
-	return fmt.Errorf("unable to find patterns at current path '%s' or migrate to new structure", o.DefaultFolder.Value)
+	return fmt.Errorf(i18n.T("patterns_unable_to_find_or_migrate"), o.DefaultFolder.Value)
 }
 
 // countPatternsInDirectory counts the number of pattern directories in a given directory
@@ -316,7 +318,7 @@ func (o *PatternsLoader) createUniquePatternsFile() (err error) {
 	// Read patterns from the main patterns directory
 	entries, err := os.ReadDir(o.Patterns.Dir)
 	if err != nil {
-		return fmt.Errorf("failed to read patterns directory: %w", err)
+		return fmt.Errorf(i18n.T("patterns_failed_read_directory"), err)
 	}
 
 	patternNamesMap := make(map[string]bool) // Use map to avoid duplicates
@@ -336,17 +338,17 @@ func (o *PatternsLoader) createUniquePatternsFile() (err error) {
 					patternNamesMap[entry.Name()] = true
 				}
 			}
-			debuglog.Log("📂 Also included patterns from custom directory: %s\n", o.Patterns.CustomPatternsDir)
+			debuglog.Log(i18n.T("patterns_debug_included_custom_directory"), o.Patterns.CustomPatternsDir)
 		} else {
-			debuglog.Log("Warning: Could not read custom patterns directory %s: %v\n", o.Patterns.CustomPatternsDir, customErr)
+			debuglog.Log(i18n.T("patterns_warning_custom_directory"), o.Patterns.CustomPatternsDir, customErr)
 		}
 	}
 
 	if len(patternNamesMap) == 0 {
 		if o.Patterns.CustomPatternsDir != "" {
-			return fmt.Errorf("no patterns found in directories %s and %s", o.Patterns.Dir, o.Patterns.CustomPatternsDir)
+			return fmt.Errorf(i18n.T("patterns_no_patterns_found_in_directories"), o.Patterns.Dir, o.Patterns.CustomPatternsDir)
 		}
-		return fmt.Errorf("no patterns found in directory %s", o.Patterns.Dir)
+		return fmt.Errorf(i18n.T("patterns_no_patterns_found_in_directory"), o.Patterns.Dir)
 	}
 
 	// Convert map to sorted slice
@@ -361,9 +363,9 @@ func (o *PatternsLoader) createUniquePatternsFile() (err error) {
 	// Join pattern names with newlines
 	content := strings.Join(patternNames, "\n") + "\n"
 	if err = os.WriteFile(o.Patterns.UniquePatternsFilePath, []byte(content), 0644); err != nil {
-		return fmt.Errorf("failed to write unique patterns file: %w", err)
+		return fmt.Errorf(i18n.T("patterns_failed_write_unique_file"), err)
 	}
 
-	fmt.Printf("📝 Created unique patterns file with %d patterns\n", len(patternNames))
+	fmt.Printf(i18n.T("patterns_unique_file_created"), len(patternNames))
 	return nil
 }

internal/tools/youtube/youtube.go

@@ -65,8 +65,8 @@ func NewYouTube() (ret *YouTube) {
 	ret = &YouTube{}
 
 	ret.PluginBase = &plugins.PluginBase{
-		Name:             label,
-		SetupDescription: label + " - to grab video transcripts (via yt-dlp) and comments/metadata (via YouTube API)",
+		Name:             i18n.T("youtube_label"),
+		SetupDescription: i18n.T("youtube_setup_description") + " " + i18n.T("optional_marker"),
 		EnvNamePrefix:    plugins.BuildEnvVariablePrefix(label),
 	}
 

internal/util/groups_items.go

@@ -133,7 +133,7 @@ func (o *GroupsItemsSelector[I]) Print(shellCompleteList bool) {
 
 func (o *GroupsItemsSelector[I]) HasGroup(group string) (ret bool) {
 	for _, groupItems := range o.GroupsItems {
-		if ret = groupItems.Group == group; ret {
+		if ret = strings.EqualFold(groupItems.Group, group); ret {
 			break
 		}
 	}
@@ -146,7 +146,7 @@ func (o *GroupsItemsSelector[I]) FindGroupsByItemFirst(item I) (ret string) {
 	for _, groupItems := range o.GroupsItems {
 		if groupItems.ContainsItemBy(func(groupItem I) bool {
 			groupItemKey := o.GetItemKey(groupItem)
-			return groupItemKey == itemKey
+			return strings.EqualFold(groupItemKey, itemKey)
 		}) {
 			ret = groupItems.Group
 			break
@@ -161,7 +161,7 @@ func (o *GroupsItemsSelector[I]) FindGroupsByItem(item I) (groups []string) {
 	for _, groupItems := range o.GroupsItems {
 		if groupItems.ContainsItemBy(func(groupItem I) bool {
 			groupItemKey := o.GetItemKey(groupItem)
-			return groupItemKey == itemKey
+			return strings.EqualFold(groupItemKey, itemKey)
 		}) {
 			groups = append(groups, groupItems.Group)
 		}

nix/pkgs/fabric/gomod2nix.toml

@@ -5,14 +5,14 @@ schema = 3
     version = "v0.121.6"
     hash = "sha256-WhK5XwWOKB6sIxA5EAbEGqec3AGpx337a561gnRO3oQ="
   [mod."cloud.google.com/go/auth"]
-    version = "v0.16.5"
-    hash = "sha256-E5t9E4PX/NcOnraWj9X9By5BNebhxlaIme+CKJuf750="
+    version = "v0.17.0"
+    hash = "sha256-AVNd+Ax9X5J053O6mXKDiOh75DEPXjS5WPmJFITKMrE="
   [mod."cloud.google.com/go/auth/oauth2adapt"]
     version = "v0.2.8"
     hash = "sha256-GoXFqAbp1WO1tDj07PF5EyxDYvCBP0l0qwxY2oV2hfc="
   [mod."cloud.google.com/go/compute/metadata"]
-    version = "v0.8.0"
-    hash = "sha256-8Pw77XVcDcScTWFNnKi4Ff8jF1f7PHquhErgH4FsSow="
+    version = "v0.9.0"
+    hash = "sha256-VFqQwLJKyH1zReR/XtygEHP5UkI01T9BHEL0hvXtauo="
   [mod."dario.cat/mergo"]
     version = "v1.0.2"
     hash = "sha256-p6jdiHlLEfZES8vJnDywG4aVzIe16p0CU6iglglIweA="
@@ -22,6 +22,9 @@ schema = 3
   [mod."github.com/Azure/azure-sdk-for-go/sdk/internal"]
     version = "v1.11.2"
     hash = "sha256-O4Vo6D/fus3Qhs/Te644+jh2LfiG5PpiMkW0YWIbLCs="
+  [mod."github.com/KyleBanks/depth"]
+    version = "v1.2.1"
+    hash = "sha256-czR52MfeKA2FdStXCebTMQRKT8jaWQcbV214O3j49qU="
   [mod."github.com/Microsoft/go-winio"]
     version = "v0.6.2"
     hash = "sha256-tVNWDUMILZbJvarcl/E7tpSnkn7urqgSHa2Eaka5vSU="
@@ -32,8 +35,8 @@ schema = 3
     version = "v1.3.3"
     hash = "sha256-jv7ZshpSd7FZzKKN6hqlUgiR8C3y85zNIS/hq7g76Ho="
   [mod."github.com/anthropics/anthropic-sdk-go"]
-    version = "v1.16.0"
-    hash = "sha256-hD6Ix+V5IBFfoaCuAZemrDQx/+G111fCYHn2FAxFuEE="
+    version = "v1.19.0"
+    hash = "sha256-ubYeau5XL0tx4c/79L58rzJGOdOWs9z6WQOtN6mpgxw="
   [mod."github.com/araddon/dateparse"]
     version = "v0.0.0-20210429162001-6b43995a97de"
     hash = "sha256-UuX84naeRGMsFOgIgRoBHG5sNy1CzBkWPKmd6VbLwFw="
@@ -41,65 +44,71 @@ schema = 3
     version = "v0.1.4"
     hash = "sha256-ZZ7U5X0gWOu8zcjZcWbcpzGOGdycwq0TjTFh/eZHjXk="
   [mod."github.com/aws/aws-sdk-go-v2"]
-    version = "v1.39.0"
-    hash = "sha256-FouyW7EW29CPmWc+D8kzDcmxAvBY3elm9P3B0k2vFbI="
+    version = "v1.41.0"
+    hash = "sha256-cTFa0GPh/PU5mA1ZEd2n1OfY4MYJlRjiKMEt7p1jjCc="
   [mod."github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream"]
-    version = "v1.7.1"
-    hash = "sha256-Oj9VQRt8ZYrBtDlDcgssa+PCfv8cmzWh2F0FfM1lrSY="
+    version = "v1.7.4"
+    hash = "sha256-ZY/Jn1p0IgDe8MONhp0RFHZmRgTBZZ5ddqXlNWEo7Ys="
   [mod."github.com/aws/aws-sdk-go-v2/config"]
-    version = "v1.31.8"
-    hash = "sha256-67R/ddlBm0tYgR4E+8oEsKNZ78rCrZE3uJIgAgI7HSY="
+    version = "v1.32.6"
+    hash = "sha256-FKoxYfQdCL/3LbiVzRRWZvnoshmIPiUvEeSW71vscbg="
   [mod."github.com/aws/aws-sdk-go-v2/credentials"]
-    version = "v1.18.12"
-    hash = "sha256-N4MQirXXYKPzbyDchDZwmmeP/acV5fqsdNgoWoNWfBs="
+    version = "v1.19.6"
+    hash = "sha256-Z8lkOvb+EbggC05jExwt8EH07v3W1bG2+gFAAYE/JSU="
   [mod."github.com/aws/aws-sdk-go-v2/feature/ec2/imds"]
-    version = "v1.18.7"
-    hash = "sha256-bwPqR7ASZRT8a9KHKrtCKvfJHbpeXde6ugBq2BR/ERY="
+    version = "v1.18.16"
+    hash = "sha256-UcwhhFCPfs7oDe5KZQtjFQJwZZ9PccADm2S2kPxmL1I="
   [mod."github.com/aws/aws-sdk-go-v2/internal/configsources"]
-    version = "v1.4.7"
-    hash = "sha256-84p6k/h3XnKzTBiDIWuG7txhCHNl93f4iSTLMhzIuL8="
+    version = "v1.4.16"
+    hash = "sha256-V8KSxmnku2liBxa0fWI7zK0vTbdsyk1gxlYgsxp0t+g="
   [mod."github.com/aws/aws-sdk-go-v2/internal/endpoints/v2"]
-    version = "v2.7.7"
-    hash = "sha256-V5BpdCqY4e2xvjb40sl3t/LWdPFU6ZAjddaxwTYONB8="
+    version = "v2.7.16"
+    hash = "sha256-2FIb59SM2YKzwpXGfbRwFyPug/u5LHJHu4lu+a6WG8g="
   [mod."github.com/aws/aws-sdk-go-v2/internal/ini"]
-    version = "v1.8.3"
-    hash = "sha256-naKBU7Pk57EsD/5skrh0ObRR0YhSaNRUzgqUC7CNFes="
+    version = "v1.8.4"
+    hash = "sha256-okyFQwcEqbwKwkGK5xp/VYE0fGg9cqG6AuLijIuf5xg="
   [mod."github.com/aws/aws-sdk-go-v2/service/bedrock"]
-    version = "v1.46.1"
-    hash = "sha256-kU36WBlNRhP7aHx3SrW2eoKJAJ50HE9oVpmpkMTC4yo="
+    version = "v1.53.0"
+    hash = "sha256-DcGcNezcQKUrjpVIrWqwkIGa3phz4Uem70Cs4zuYpyU="
   [mod."github.com/aws/aws-sdk-go-v2/service/bedrockruntime"]
-    version = "v1.40.1"
-    hash = "sha256-bDg3wG8UH4a1eLrDirRGK+v0YyZ0Tb16cpR/VluYwPw="
+    version = "v1.47.1"
+    hash = "sha256-pbIEHn7I6t9W+AkBtZQHHSb4YxVGeAZq7lTik5lys9g="
   [mod."github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding"]
-    version = "v1.13.1"
-    hash = "sha256-x4xMCJ0RiLZ3u1iGnQiKz3lUnu6LWtfEy3oHsbwT9Wk="
+    version = "v1.13.4"
+    hash = "sha256-Rm6czqOnOULP080D97WQQSqkBhmN6ei1qZaTa51SRj8="
   [mod."github.com/aws/aws-sdk-go-v2/service/internal/presigned-url"]
-    version = "v1.13.7"
-    hash = "sha256-aKOabaxLljpINstNlQXbi1RklL3y5OCjgNEF0X3na0I="
+    version = "v1.13.16"
+    hash = "sha256-ACVw9W+nGqp0K6Rq9yKhtrC3Yr/oLpRbz0kJbNDwvUM="
+  [mod."github.com/aws/aws-sdk-go-v2/service/signin"]
+    version = "v1.0.4"
+    hash = "sha256-2LEq//DhBh+waRkE6vmt86pjKQN/dCbn/qrhAdQhrVg="
   [mod."github.com/aws/aws-sdk-go-v2/service/sso"]
-    version = "v1.29.3"
-    hash = "sha256-/oQiOx/QHekEDcAw9aQnKsGs+/skH51l5+brgM2zuHk="
+    version = "v1.30.8"
+    hash = "sha256-bYm2waTtLxzg0f82gBitJpoC9Q2jbdqoaNYbd88z3tA="
   [mod."github.com/aws/aws-sdk-go-v2/service/ssooidc"]
-    version = "v1.34.4"
-    hash = "sha256-SnuiJBd2YZF4a5rVJJ5gZs6LWcz4sNtU+dMFkjk7Ir4="
+    version = "v1.35.12"
+    hash = "sha256-m2hboee3VLOrs6zZqMfWO9Ojpc2s4Ei1VCA/m9tf4BU="
   [mod."github.com/aws/aws-sdk-go-v2/service/sts"]
-    version = "v1.38.4"
-    hash = "sha256-6r35v4bXSki/Vnsj7HG0uNmNxTVAi+6/p2YItxW1Su8="
+    version = "v1.41.5"
+    hash = "sha256-/dF+PVj7+JIm+UxsjXTFV8Q4g2hNwoURbsHHgsmZuhk="
   [mod."github.com/aws/smithy-go"]
-    version = "v1.23.0"
-    hash = "sha256-75k+gn1lbQB1TzjV3HeEJeuyPPfX2huKhONXo98SUKg="
+    version = "v1.24.0"
+    hash = "sha256-ZPFhf2Yv3BQpUn3cN4wSnoO7uBki8oCisZxL6F09nnE="
+  [mod."github.com/bytedance/gopkg"]
+    version = "v0.1.3"
+    hash = "sha256-GyUbPfn41y/mgj0cQOa4tm+aj70C2K50VBZxZc/tcZE="
   [mod."github.com/bytedance/sonic"]
-    version = "v1.13.3"
-    hash = "sha256-Nnt5b2NkIvSXhGERQmyI0ka28hbWi7A7Zn3dsAjPcEA="
+    version = "v1.14.2"
+    hash = "sha256-S6EGwzt3TaTUjU1SdtorTdAq3xwROzSGZT6ynfLNq8o="
   [mod."github.com/bytedance/sonic/loader"]
-    version = "v0.2.4"
-    hash = "sha256-rv9LnePpm4OspSVbfSoVbohXzhu+dxE1BH1gm3mTmTc="
+    version = "v0.4.0"
+    hash = "sha256-Hc2bB9nLEFhyipIVHKnJmi6WMoWPCe0REK3bmQThO4A="
   [mod."github.com/cloudflare/circl"]
     version = "v1.6.1"
     hash = "sha256-Dc69V12eIFnJoUNmwg6VKXHfAMijbAeEVSDe8AiOaLo="
   [mod."github.com/cloudwego/base64x"]
-    version = "v0.1.5"
-    hash = "sha256-MyUYTveN48DhnL8mwAgCRuMExLct98uzSPsmYlfaa4I="
+    version = "v0.1.6"
+    hash = "sha256-VzYJsGubsDk3FAMH6e0Xk0Cl4HtUFHHmWkVASUYidsI="
   [mod."github.com/coder/websocket"]
     version = "v1.8.13"
     hash = "sha256-NbF0aPhy8YR3jRM6LMMQTtkeGTFba0eIBPAUsqI9KOk="
@@ -116,14 +125,14 @@ schema = 3
     version = "v1.0.4"
     hash = "sha256-c1JKoRSndwwOyOxq9ddCe+8qn7mG9uRq2o/822x5O/c="
   [mod."github.com/gabriel-vasile/mimetype"]
-    version = "v1.4.9"
-    hash = "sha256-75uELLqb01djHTe7KdXvUidBK7SuejarYouEUuxaj8Q="
+    version = "v1.4.12"
+    hash = "sha256-vY2g58yUrkT//8fttRKhS9rbg89YSae/BzOARS5uH30="
   [mod."github.com/gin-contrib/sse"]
     version = "v1.1.0"
     hash = "sha256-2VP6zHEsPi0u2ZYpOTcLulwj1Gsmb6oA19qcP2/AzVM="
   [mod."github.com/gin-gonic/gin"]
-    version = "v1.10.1"
-    hash = "sha256-D98+chAdjb6JcLPkscOr8TgTW87UqA4h3cnY0XIr16c="
+    version = "v1.11.0"
+    hash = "sha256-tFP0u7TZyB1V8b1mdnTWMrfdcwzf9yO86RZr026K8Ao="
   [mod."github.com/go-git/gcfg"]
     version = "v1.5.1-0.20230307220236-3a3c6141e376"
     hash = "sha256-f4k0gSYuo0/q3WOoTxl2eFaj7WZpdz29ih6CKc8Ude8="
@@ -131,14 +140,44 @@ schema = 3
     version = "v5.6.2"
     hash = "sha256-VgbxcLkHjiSyRIfKS7E9Sn8OynCrMGUDkwFz6K2TVL4="
   [mod."github.com/go-git/go-git/v5"]
-    version = "v5.16.2"
-    hash = "sha256-KdOf4KwJAJUIB/EcQH6wc7jpcABCISWur3vOTpAo+/c="
+    version = "v5.16.4"
+    hash = "sha256-y8pzypv2vAhaDRQbL1dhfvD+2s9jPcqg/EALko89gkI="
   [mod."github.com/go-logr/logr"]
     version = "v1.4.3"
     hash = "sha256-Nnp/dEVNMxLp3RSPDHZzGbI8BkSNuZMX0I0cjWKXXLA="
   [mod."github.com/go-logr/stdr"]
     version = "v1.2.2"
     hash = "sha256-rRweAP7XIb4egtT1f2gkz4sYOu7LDHmcJ5iNsJUd0sE="
+  [mod."github.com/go-openapi/jsonpointer"]
+    version = "v0.22.4"
+    hash = "sha256-V76k+oQUyqkWcpa64bOirteoCfdn1Xm9TLH0/7W4Uxc="
+  [mod."github.com/go-openapi/jsonreference"]
+    version = "v0.21.4"
+    hash = "sha256-R+Q/MOSRTMiOaZutRmjv/qwbU9/cUWN59Hwr2LgDz2U="
+  [mod."github.com/go-openapi/spec"]
+    version = "v0.22.2"
+    hash = "sha256-o9A6ZVaVPUVP2ssO0I4CDTuGyRuhL/VCM28jU0l32ps="
+  [mod."github.com/go-openapi/swag/conv"]
+    version = "v0.25.4"
+    hash = "sha256-uHgTdZC76LMSsq+x+RyeclnOgBsS0ID2cLgfjzFk0KQ="
+  [mod."github.com/go-openapi/swag/jsonname"]
+    version = "v0.25.4"
+    hash = "sha256-Z6uETeudh8W+/SGxFBnOB/VlJeRPRkFgCyJmntpz7bc="
+  [mod."github.com/go-openapi/swag/jsonutils"]
+    version = "v0.25.4"
+    hash = "sha256-TQGeMImUuL5BWDoBHKAjZ1BvvxPXkFrV3TMgb82IrLk="
+  [mod."github.com/go-openapi/swag/loading"]
+    version = "v0.25.4"
+    hash = "sha256-xr8OnFqB/kwBj3yf9HiLJwDcpL7I3/qJYlKb6VWbVFA="
+  [mod."github.com/go-openapi/swag/stringutils"]
+    version = "v0.25.4"
+    hash = "sha256-rVo5NBH+oLLX9kaemUYWILd+TKw/TDTB8UdSz+mn3m8="
+  [mod."github.com/go-openapi/swag/typeutils"]
+    version = "v0.25.4"
+    hash = "sha256-59RHnK6ugsAUc+A8DZCj7gZ3bJnt01Al7T/1kzM9PpA="
+  [mod."github.com/go-openapi/swag/yamlutils"]
+    version = "v0.25.4"
+    hash = "sha256-zba7QX7Ds05oZq1opP/vwRSBEDaJ1pKm+9DgrsOuR9w="
   [mod."github.com/go-playground/locales"]
     version = "v0.14.1"
     hash = "sha256-BMJGAexq96waZn60DJXZfByRHb8zA/JP/i6f/YrW9oQ="
@@ -146,17 +185,20 @@ schema = 3
     version = "v0.18.1"
     hash = "sha256-2/B2qP51zfiY+k8G0w0D03KXUc7XpWj6wKY7NjNP/9E="
   [mod."github.com/go-playground/validator/v10"]
-    version = "v10.26.0"
-    hash = "sha256-/jMKICp8LTcJVt+b4YRTnJM84r7HK6aT0oqO7Q8SRs8="
+    version = "v10.29.0"
+    hash = "sha256-HFiWBwxNlzoyMlRwA92rAiEGjBy9Dz/ZUKSRp8pXB2Y="
   [mod."github.com/go-shiori/dom"]
     version = "v0.0.0-20230515143342-73569d674e1c"
     hash = "sha256-4lm9KZfR2XnfZU9KTG+4jqLYZqbfL74AMO4y3dKpIbg="
   [mod."github.com/go-shiori/go-readability"]
-    version = "v0.0.0-20250217085726-9f5bf5ca7612"
-    hash = "sha256-yleBb+OmxLbQ0PT4yV2PNBAAE6UFxSRGGpylY8SrSqw="
+    version = "v0.0.0-20251205110129-5db1dc9836f0"
+    hash = "sha256-oDAW6bUc6W7XeJpw/xeMb8fwD7BZcpN3o/YmJTWwdfs="
   [mod."github.com/goccy/go-json"]
     version = "v0.10.5"
     hash = "sha256-/EtlGihP0/7oInzMC5E0InZ4b5Ad3s4xOpqotloi3xw="
+  [mod."github.com/goccy/go-yaml"]
+    version = "v1.19.1"
+    hash = "sha256-zlT9y4wkvyv7RBv48jdJqOM2lrDMLrC6Z6hCl90c5hQ="
   [mod."github.com/gogs/chardet"]
     version = "v0.0.0-20211120154057-b7413eaefb8f"
     hash = "sha256-4MeqBJsh4U+ZEbfdDwdciTYMlQWkCil2KJbUxHjBSIo="
@@ -179,8 +221,8 @@ schema = 3
     version = "v1.6.0"
     hash = "sha256-VWl9sqUzdOuhW0KzQlv0gwwUQClYkmZwSydHG2sALYw="
   [mod."github.com/googleapis/enterprise-certificate-proxy"]
-    version = "v0.3.6"
-    hash = "sha256-hPMF0s+X4/ul98GvVuw/ZNOupEXhIDB1yvWymZWYEbU="
+    version = "v0.3.7"
+    hash = "sha256-/HrrJAEQs9Ot5hyRY0cdJmg0uxzjuC7IbpntBhTVt8Y="
   [mod."github.com/googleapis/gax-go/v2"]
     version = "v2.15.0"
     hash = "sha256-toGf0MpDZOwR4/naEIpcfi2aDKU0/u/9BT+lX2CmWhM="
@@ -212,8 +254,8 @@ schema = 3
     version = "v1.2.0"
     hash = "sha256-Ta7ZOmyX8gG5tzWbY2oES70EJPfI90U7CIJS9EAce0s="
   [mod."github.com/klauspost/cpuid/v2"]
-    version = "v2.2.10"
-    hash = "sha256-o21Tk5sD7WhhLUoqSkymnjLbzxl0mDJCTC1ApfZJrC0="
+    version = "v2.3.0"
+    hash = "sha256-50JhbQyT67BK38HIdJihPtjV7orYp96HknI2VP7A9Yc="
   [mod."github.com/leodido/go-urn"]
     version = "v1.4.0"
     hash = "sha256-Q6kplWkY37Tzy6GOme3Wut40jFK4Izun+ij/BJvcEu0="
@@ -221,8 +263,8 @@ schema = 3
     version = "v0.0.20"
     hash = "sha256-qhw9hWtU5wnyFyuMbKx+7RB8ckQaFQ8D+8GKPkN3HHQ="
   [mod."github.com/mattn/go-sqlite3"]
-    version = "v1.14.28"
-    hash = "sha256-mskU1xki6J1Fj6ItNgY/XNetB4Ta4jufEr4+JvTd7qs="
+    version = "v1.14.32"
+    hash = "sha256-su0SoXnt5pE78t5VXFXQoH2dtP0ohWdyj3TNSZQyWE0="
   [mod."github.com/modern-go/concurrent"]
     version = "v0.0.0-20180306012644-bacd9c7ef1dd"
     hash = "sha256-OTySieAgPWR4oJnlohaFTeK1tRaVp/b0d1rYY8xKMzo="
@@ -233,8 +275,8 @@ schema = 3
     version = "v2.6.0"
     hash = "sha256-UrSECFbpCIg5avJ+f3LkJy/ncZFHa4q8sDqDIQ3YZJM="
   [mod."github.com/ollama/ollama"]
-    version = "v0.11.7"
-    hash = "sha256-3Wn1JWmil0aQQ2I/r398HbnUsi8ADoroqNyPziuxn/c="
+    version = "v0.13.5"
+    hash = "sha256-gr8dMdGfyXhEgO22MOmtIZEXlBrOsEecOhi/AmU5D+0="
   [mod."github.com/openai/openai-go"]
     version = "v1.12.0"
     hash = "sha256-JHLlKvDwERPf728GUXBsKU58ODgCxcxEe9TKJTGAG1w="
@@ -256,27 +298,42 @@ schema = 3
   [mod."github.com/pmezard/go-difflib"]
     version = "v1.0.1-0.20181226105442-5d4384ee4fb2"
     hash = "sha256-XA4Oj1gdmdV/F/+8kMI+DBxKPthZ768hbKsO3d9Gx90="
+  [mod."github.com/quic-go/qpack"]
+    version = "v0.6.0"
+    hash = "sha256-xaxHnTKIZt1cHK5ZqTuSTOt5RNSjQB37GlrIgEGBskM="
+  [mod."github.com/quic-go/quic-go"]
+    version = "v0.57.1"
+    hash = "sha256-MdXc0GRVp3YuN9XFoGFOjgIcIMp7yoLqwfEikZp1i4w="
   [mod."github.com/samber/lo"]
-    version = "v1.50.0"
-    hash = "sha256-KDFks82BKu39sGt0f972IyOkohV2U0r1YvsnlNLdugY="
+    version = "v1.52.0"
+    hash = "sha256-xgMsPJv3rydHH10NZU8wz/DhK2VbbR8ymivOg1ChTp0="
   [mod."github.com/sergi/go-diff"]
     version = "v1.4.0"
     hash = "sha256-rs9NKpv/qcQEMRg7CmxGdP4HGuFdBxlpWf9LbA9wS4k="
   [mod."github.com/sgaunet/perplexity-go/v2"]
-    version = "v2.8.0"
-    hash = "sha256-w1S14Jf4/6LFODREmmiJvPtkZh4Sor81Rr1PqC5pIak="
+    version = "v2.14.0"
+    hash = "sha256-yyuvp7vB4OSE9OfIsqj0TavR+synNlLQKZVT872GZnM="
   [mod."github.com/skeema/knownhosts"]
     version = "v1.3.1"
     hash = "sha256-kjqQDzuncQNTuOYegqVZExwuOt/Z73m2ST7NZFEKixI="
   [mod."github.com/spf13/cobra"]
-    version = "v1.9.1"
-    hash = "sha256-dzEqquABE3UqZmJuj99244QjvfojS8cFlsPr/MXQGj0="
+    version = "v1.10.2"
+    hash = "sha256-nbRCTFiDCC2jKK7AHi79n7urYCMP5yDZnWtNVJrDi+k="
   [mod."github.com/spf13/pflag"]
-    version = "v1.0.6"
-    hash = "sha256-NjrK0FZPIfO/p2xtL1J7fOBQNTZAPZOC6Cb4aMMvhxI="
+    version = "v1.0.9"
+    hash = "sha256-YAjyYpq5BXCosVJtvYLWFG1t4gma2ylzc7ILLoj/hD8="
   [mod."github.com/stretchr/testify"]
     version = "v1.11.1"
     hash = "sha256-sWfjkuKJyDllDEtnM8sb/pdLzPQmUYWYtmeWz/5suUc="
+  [mod."github.com/swaggo/files"]
+    version = "v1.0.1"
+    hash = "sha256-bNBmpJaM7g1BNwd7VxNIRSdY35NKSXhYHGfnZsSEUZ8="
+  [mod."github.com/swaggo/gin-swagger"]
+    version = "v1.6.1"
+    hash = "sha256-9TQuEmPpDO2QL0c9VwjK9uwB1jka08Ox6fje2RwVpUc="
+  [mod."github.com/swaggo/swag"]
+    version = "v1.16.6"
+    hash = "sha256-na5+ZylxPFKoMJcgx8nmSJXMMkKFCyuh1qSkb7Qth/I="
   [mod."github.com/tidwall/gjson"]
     version = "v1.18.0"
     hash = "sha256-CO6hqDu8Y58Po6A01e5iTpwiUBQ5khUZsw7czaJHw0I="
@@ -293,68 +350,77 @@ schema = 3
     version = "v0.15.1"
     hash = "sha256-HLk6oUe7EoITrNvP0y8D6BtIgIcmDZYtb/xl/dufIoY="
   [mod."github.com/ugorji/go/codec"]
-    version = "v1.2.14"
-    hash = "sha256-PoVXlCBE8SvMWpXx9FRsQOSAmE/+5SnPGr4m5BGoyIo="
+    version = "v1.3.1"
+    hash = "sha256-VQtXVaKxXjm5Q60hCgVKZxNywl6SJFPqju6JNjADp4w="
   [mod."github.com/xanzy/ssh-agent"]
     version = "v0.3.3"
     hash = "sha256-l3pGB6IdzcPA/HLk93sSN6NM2pKPy+bVOoacR5RC2+c="
   [mod."go.opentelemetry.io/auto/sdk"]
-    version = "v1.1.0"
-    hash = "sha256-cA9qCCu8P1NSJRxgmpfkfa5rKyn9X+Y/9FSmSd5xjyo="
+    version = "v1.2.1"
+    hash = "sha256-73bFYhnxNf4SfeQ52ebnwOWywdQbqc9lWawCcSgofvE="
   [mod."go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp"]
     version = "v0.61.0"
     hash = "sha256-4pfXD7ErXhexSynXiEEQSAkWoPwHd7PEDE3M1Zi5gLM="
   [mod."go.opentelemetry.io/otel"]
-    version = "v1.36.0"
-    hash = "sha256-j8wojdCtKal3LKojanHA8KXXQ0FkbWONpO8tUxpJDko="
+    version = "v1.38.0"
+    hash = "sha256-OU4EVEGwbopbYZLDBfAelR/4yjzfV+UVp4UFt3UvkOE="
   [mod."go.opentelemetry.io/otel/metric"]
-    version = "v1.36.0"
-    hash = "sha256-z6Uqi4HhUljWIYd58svKK5MqcGbpcac+/M8JeTrUtJ8="
+    version = "v1.38.0"
+    hash = "sha256-5W6Yd9nl/eyvL29e9hSfosISpxfSQcBAwkqI4htHWCg="
   [mod."go.opentelemetry.io/otel/trace"]
-    version = "v1.36.0"
-    hash = "sha256-owWD9x1lp8aIJqYt058BXPUsIMHdk3RI0escso0BxwA="
+    version = "v1.38.0"
+    hash = "sha256-gNXUPmsPAw6JVH3YT/xwmRpn5QoDxyzc9kLe/5ldo0o="
+  [mod."go.uber.org/mock"]
+    version = "v0.6.0"
+    hash = "sha256-m11cxIbrvOowa6xj11AztzfFk86DwR6SNO1lStcKzvo="
+  [mod."go.yaml.in/yaml/v3"]
+    version = "v3.0.4"
+    hash = "sha256-NkGFiDPoCxbr3LFsI6OCygjjkY0rdmg5ggvVVwpyDQ4="
   [mod."golang.org/x/arch"]
-    version = "v0.18.0"
-    hash = "sha256-tUpUPERjmRi7zldj0oPlnbnBhEkcI9iQGvP1HqlsK10="
+    version = "v0.23.0"
+    hash = "sha256-ynvhsw8ZYgKTzFn1wnIj3/p+1O/Ty5PX1Lnj+NMTAQQ="
   [mod."golang.org/x/crypto"]
-    version = "v0.41.0"
-    hash = "sha256-o5Di0lsFmYnXl7a5MBTqmN9vXMCRpE9ay71C1Ar8jEY="
+    version = "v0.46.0"
+    hash = "sha256-I8N/spcw3/h0DFA+V1WK38HctckWIB9ep93DEVCALxU="
   [mod."golang.org/x/exp"]
     version = "v0.0.0-20250531010427-b6e5de432a8b"
     hash = "sha256-QaFfjyB+pogCkUkJskR9xnXwkCOU828XJRrzwwLm6Ms="
+  [mod."golang.org/x/mod"]
+    version = "v0.31.0"
+    hash = "sha256-ZVNmaZADgM3+30q9rW8q4gP6ySkT7r1eb4vrHIlpCjM="
   [mod."golang.org/x/net"]
-    version = "v0.43.0"
-    hash = "sha256-bf3iQFrsC8BoarVaS0uSspEFAcr1zHp1uziTtBpwV34="
+    version = "v0.48.0"
+    hash = "sha256-oZpddsiJwWCH3Aipa+XXpy7G/xHY5fEagUSok7T0bXE="
   [mod."golang.org/x/oauth2"]
-    version = "v0.30.0"
-    hash = "sha256-btD7BUtQpOswusZY5qIU90uDo38buVrQ0tmmQ8qNHDg="
+    version = "v0.34.0"
+    hash = "sha256-5eqpGGxJ7FJsPmfRek6roeGmkWHBMJaWYXyz8gXJsS4="
   [mod."golang.org/x/sync"]
-    version = "v0.16.0"
-    hash = "sha256-sqKDRESeMzLe0jWGWltLZL/JIgrn0XaIeBWCzVN3Bks="
+    version = "v0.19.0"
+    hash = "sha256-RbRZ+sKZUurOczGhhzOoY/sojTlta3H9XjL4PXX/cno="
   [mod."golang.org/x/sys"]
-    version = "v0.35.0"
-    hash = "sha256-ZKM8pesQE6NAFZeKQ84oPn5JMhGr8g4TSwLYAsHMGSI="
+    version = "v0.39.0"
+    hash = "sha256-dxTBu/JAWUkPbjFIXXRFdhQWyn+YyEpIC+tWqGo0Y6U="
   [mod."golang.org/x/text"]
-    version = "v0.28.0"
-    hash = "sha256-8UlJniGK+km4Hmrw6XMxELnExgrih7+z8tU26Cntmto="
+    version = "v0.32.0"
+    hash = "sha256-9PXtWBKKY9rG4AgjSP4N+I1DhepXhy8SF/vWSIDIoWs="
+  [mod."golang.org/x/tools"]
+    version = "v0.40.0"
+    hash = "sha256-ksmhTnH9btXKiRbbE0KGh02nbeNqNBQKcfwvx9dE7t0="
   [mod."google.golang.org/api"]
-    version = "v0.247.0"
-    hash = "sha256-UzTtydHmNqh1OXbxcN5qNKQxb5dV6h2Mo6DH4P219Ec="
+    version = "v0.258.0"
+    hash = "sha256-hxwJz4Vzh87Bc49QCndKrO+34wfzF1ORGMeF5kmk22Q="
   [mod."google.golang.org/genai"]
-    version = "v1.17.0"
-    hash = "sha256-Iw09DYpWuGR8E++dsFCBs702oKJPZLBEEGv0g4a4AhA="
-  [mod."google.golang.org/genproto/googleapis/api"]
-    version = "v0.0.0-20250818200422-3122310a409c"
-    hash = "sha256-y94fcU6UDqtCTfcGKyFQnZU6aLdm1WhDdMWCjubaFZw="
+    version = "v1.40.0"
+    hash = "sha256-J/jDKYz2gU01AvwmFTnXUTv5HwnZbZ+nem+g0B6PdEg="
   [mod."google.golang.org/genproto/googleapis/rpc"]
-    version = "v0.0.0-20250818200422-3122310a409c"
-    hash = "sha256-hbGMdlN/vwPIOJhYv6CAEnpQqTXbQ1GlXabiQUOv3sc="
+    version = "v0.0.0-20251213004720-97cd9d5aeac2"
+    hash = "sha256-I3ZNpNjKKvTq4DVNw3wLKrCuORabZ0oYj0KKhOMI/MA="
   [mod."google.golang.org/grpc"]
-    version = "v1.74.2"
-    hash = "sha256-tvYMdfu/ZQZRPZNmnQI4CZpg46CM8+mD49hw0gFheGs="
+    version = "v1.78.0"
+    hash = "sha256-oKsu3+Eae5tpFOZ9K2ZzYh1FgdYdEnEIB1C+UIxSD+E="
   [mod."google.golang.org/protobuf"]
-    version = "v1.36.7"
-    hash = "sha256-6xCU+t2AVPcscMKenVs4etGqutYGPDXCQ3DCD3PpTq4="
+    version = "v1.36.11"
+    hash = "sha256-7W+6jntfI/awWL3JP6yQedxqP5S9o3XvPgJ2XxxsIeE="
   [mod."gopkg.in/warnings.v0"]
     version = "v0.1.2"
     hash = "sha256-ATVL9yEmgYbkJ1DkltDGRn/auGAjqGOfjQyBYyUo8s8="

nix/pkgs/fabric/version.nix

@@ -1 +1 @@
-"1.4.331"
+"1.4.363"

scripts/docker/Dockerfile

@@ -18,7 +18,7 @@ FROM alpine:latest
 
 LABEL org.opencontainers.image.description="A Docker image for running the Fabric CLI. See https://github.com/danielmiessler/Fabric/tree/main/scripts/docker for details."
 
-RUN apk add --no-cache ca-certificates \
+RUN apk add --no-cache ca-certificates yt-dlp \
     && mkdir -p /root/.config/fabric
 
 COPY --from=builder /fabric /usr/local/bin/fabric

scripts/pattern_descriptions/extract_patterns.py

@@ -3,6 +3,7 @@
 """Extracts pattern information from the ~/.config/fabric/patterns directory,
 creates JSON files for pattern extracts and descriptions, and updates web static files.
 """
+
 import os
 import json
 import shutil
@@ -33,7 +34,13 @@ def get_pattern_extract(pattern_path):
 def extract_pattern_info():
     """Extract pattern information from the patterns directory"""
     script_dir = os.path.dirname(os.path.abspath(__file__))
-    patterns_dir = os.path.expanduser("~/.config/fabric/patterns")
+    local_patterns_dir = os.path.join(script_dir, "..", "..", "data", "patterns")
+
+    if os.path.exists(local_patterns_dir):
+        patterns_dir = local_patterns_dir
+    else:
+        patterns_dir = os.path.expanduser("~/.config/fabric/patterns")
+
     print(f"\nScanning patterns directory: {patterns_dir}")
 
     extracts_path = os.path.join(script_dir, "pattern_extracts.json")

scripts/pattern_descriptions/pattern_descriptions.json

@@ -1924,6 +1924,14 @@
       "tags": [
         "VISUALIZE"
       ]
+    },
+    {
+      "patternName": "concall_summary",
+      "description": "Extract strategic insights from earnings transcripts for investors.",
+      "tags": [
+        "SUMMARIZE",
+        "BUSINESS"
+      ]
     }
   ]
 }

scripts/pattern_descriptions/pattern_extracts.json

@@ -931,6 +931,10 @@
     {
       "patternName": "create_conceptmap",
       "pattern_extract": "--- ### IDENTITY AND PURPOSE You are an intelligent assistant specialized in **knowledge visualization and educational data structuring**. You are capable of reading unstructured textual content (.txt or .md files), extracting **main concepts, subthemes, and logical relationships**, and transforming them into a **fully interactive conceptual map** built in **HTML using Vis.js (vis-network)**. You understand hierarchical, causal, and correlative relations between ideas and express them through **nodes and directed edges**. You ensure that the resulting HTML file is **autonomous, interactive, and visually consistent** with the Vis.js framework. You are precise, systematic, and maintain semantic coherence between concepts and their relationships. You automatically name the output file according to the **detected topic**, ensuring compatibility and clarity (e.g., `map_hist_china.html`). --- ### TASK You are given a `.txt` or `.md` file containing explanatory, conceptual, or thematic content. Your task is to: 1. **Extract** the main concepts and secondary ideas. 2. **Identify logical or hierarchical relationships** among these concepts using concise action verbs. 3. **Structure the output** as a self-contained, interactive HTML document that visually represents these relationships using the **Vis.js (vis-network)** library. The goal is to generate a **fully functional conceptual map** that can be opened directly in a browser without external dependencies. --- ### ACTIONS 1. **Analyze and Extract Concepts** - Read and process the uploaded `.txt` or `.md` file. - Identify main themes, subthemes, and key terms. - Convert each key concept into a node. 2. **Map Relationships** - Detect logical and hierarchical relations between concepts. - Use short, descriptive verbs such as: \"causes\", \"contributes to\", \"depends on\", \"evolves into\", \"results in\", \"influences\", \"generates\" / \"creates\", \"culminates in. 3. **Generate Node Structure** ```json {\"id\": \"conceito_id\", \"label\": \"Conceito\", \"title\": \"<b>Concept:</b> Conceito<br><i>Drag to position, double-click to release.</i>\"} ``` 4. **Generate Edge Structure** ```json {\"from\": \"conceito_origem\", \"to\": \"conceito_destino\", \"label\": \"verbo\", \"title\": \"<b>Relationship:</b> verbo\"} ``` 5. **Apply Visual and Physical Configuration** ```js shape: \"dot\", color: { border: \"#4285F4\", background: \"#ffffff\", highlight: { border: \"#34A853\", background: \"#e6f4ea\" } }, font: { size: 14, color: \"#3c4043\" }, borderWidth: 2, size: 20 // Edges color: { color: \"#dee2e6\", highlight: \"#34A853\" }, arrows: { to: { enabled: true, scaleFactor: 0.7 } }, font: { align: \"middle\", size: 12, color: \"#5f6368\" }, width: 2 // Physics physics: { solver: \"forceAtlas2Based\", forceAtlas2Based: { gravitationalConstant: -50, centralGravity: 0.005, springLength: 100, springConstant: 0.18 }, maxVelocity: 146, minVelocity: 0.1, stabilization: { iterations: 150 } } ``` 6. **Implement Interactivity** ```js // Fix node on drag end network.on(\"dragEnd\", (params) => { if (params.nodes.length > 0) { nodes.update({ id: params.nodes[0], fixed: true }); } }); // Release node on double click network.on(\"doubleClick\", (params) => { if (params.nodes.length > 0) { nodes.update({ id: params.nodes[0], fixed: false }); } }); ``` 7. **Assemble the Complete HTML Structure** ```html <head> <title>Mapa Conceitual — [TEMA DETECTADO DO ARQUIVO]</title> <script src=\"https://unpkg.com/vis-network/standalone/umd/vis-network.min.js\"></script> <link href=\"https://unpkg.com/vis-network/styles/vis-network.min.css\" rel=\"stylesheet\" /> </head> <body> <div id=\"map\"></div> <script type=\"text/javascript\"> // nodes, edges, options, and interactive network initialization </script> </body> ``` 8. **Auto-name Output File** Automatically save the generated HTML file based on the detected topic: ``` mapa_[tema_detectado].html ``` --- ###"
+    },
+    {
+      "patternName": "concall_summary",
+      "pattern_extract": "# IDENTITY and PURPOSE You are an equity research analyst specializing in earnings and conference call analysis. Your role involves carefully examining transcripts to extract actionable insights that can inform investment decisions. You need to focus on several key areas, including management commentary, analyst questions, financial and operational insights, risks and red flags, hidden signals, and an executive summary. Your task is to distill complex information into clear, concise bullet points, capturing strategic themes, growth drivers, and potential concerns. It is crucial to interpret the tone, identify contradictions, and highlight any subtle cues that may indicate future strategic shifts or risks. Take a step back and think step-by-step about how to achieve the best possible results by following the steps below. # STEPS * Analyze the transcript to extract management commentary, focusing on strategic themes, growth drivers, margin commentary, guidance, tone analysis, and any contradictions or vague areas. * Extract a summary of the content in exactly **25 words**, including who is presenting and the content being discussed; place this under a **SUMMARY** section. * For each analyst's question, determine the underlying concern, summarize management’s exact answer, evaluate if the answers address the question fully, and identify anything the management avoided or deflected. * Gather financial and operational insights, including commentary on demand, pricing, capacity, market share, cost inflation, raw material trends, and supply-chain issues. * Identify risks and red flags by noting any negative commentary, early warning signs, unusual wording, delayed responses, repeated disclaimers, and areas where management seemed less confident. * Detect hidden signals such as forward-looking hints, unasked but important questions, and subtle cues about strategy shifts or stress. * Create an executive summary in bullet points, listing the 10 most important takeaways, 3 surprises, and 3 things to track in the next quarter. # OUTPUT STRUCTURE * MANAGEMENT COMMENTARY * Key strategic themes * Growth drivers discussed * Margin commentary * Guidance (explicit + implicit) * Tone analysis (positive/neutral/negative) * Any contradictions or vague areas * ANALYST QUESTIONS (Q&A) * For each analyst (use bullets, one analyst per bullet-group): * Underlying concern (what the question REALLY asked) * Management’s exact answer (concise) * Answer completeness (Yes/No — short explanation) * Items management avoided or deflected * FINANCIAL & OPERATIONAL INSIGHTS * Demand, pricing, capacity, market share commentary * Cost inflation, raw material trends, supply-chain issues * Segment-wise performance and commentary (if applicable) * RISKS & RED FLAGS * Negative commentary or early-warning signs * Unusual wording, delayed responses, repeated disclaimers * Areas where management was less confident * HIDDEN SIGNALS * Forward-looking hints and tone shifts * Important topics not asked by analysts but relevant * Subtle cues of strategy change, stress, or opportunity * EXECUTIVE SUMMARY * 10 most important takeaways (bullet points) * 3 surprises (bullet points) * 3 things to track next quarter (bullet points) * SUMMARY (exactly 25 words) * A single 25-word sentence summarizing who presented and what was discussed # OUTPUT INSTRUCTIONS * Only output Markdown. * Provide everything in"
     }
   ]
 }

web/package.json

@@ -26,9 +26,9 @@
     "eslint-plugin-svelte": "^2.46.1",
     "lucide-svelte": "^0.309.0",
     "mdsvex": "^0.11.2",
-    "patch-package": "^8.0.0",
+    "patch-package": "^8.0.1",
     "pdf-to-markdown-core": "github:jzillmann/pdf-to-markdown#modularize",
-    "pdfjs-dist": "^4.2.67",
+    "pdfjs-dist": "^5.4.449",
     "postcss": "^8.5.3",
     "postcss-load-config": "^6.0.1",
     "rehype-autolink-headings": "^7.1.0",

web/src/lib/components/ui/tooltip/Tooltip.svelte

@@ -1,43 +1,86 @@
 <script lang="ts">
+  import { onMount } from 'svelte';
+  import { calculateTooltipPosition, formatPositionStyle, type TooltipPosition } from './positioning';
+
   export let text: string;
-  export let position: 'top' | 'bottom' | 'left' | 'right' = 'top';
+  // biome-ignore lint/style/useConst: Svelte props must use 'let' even when not reassigned
+  export let position: TooltipPosition = 'top';
 
   let tooltipVisible = false;
-  let tooltipElement: HTMLDivElement;
+  // eslint-disable-next-line no-unassigned-vars -- Assigned via bind:this in template
+  let triggerElement: HTMLDivElement;
+  let isBrowser = false;
+  // biome-ignore lint/correctness/noUnusedVariables: Used in template for aria-describedby and id
+  const tooltipId = `tooltip-${Math.random().toString(36).substring(2, 9)}`;
 
+  // Reactive tooltip positioning - recalculates when position or element changes
+  $: tooltipStyle = triggerElement && tooltipVisible
+    ? formatPositionStyle(calculateTooltipPosition(triggerElement.getBoundingClientRect(), position))
+    : '';
+
+  function updatePosition() {
+    if (triggerElement && tooltipVisible) {
+      tooltipStyle = formatPositionStyle(calculateTooltipPosition(triggerElement.getBoundingClientRect(), position));
+    }
+  }
+
+  // biome-ignore lint/correctness/noUnusedVariables: Used in template event handlers
   function showTooltip() {
     tooltipVisible = true;
   }
 
+  // biome-ignore lint/correctness/noUnusedVariables: Used in template event handlers
   function hideTooltip() {
     tooltipVisible = false;
   }
+
+  // Handle window scroll and resize to keep tooltip positioned correctly
+  // Only runs in browser (not during SSR)
+  onMount(() => {
+    isBrowser = true;
+    return () => {
+      if (isBrowser) {
+        window.removeEventListener('scroll', updatePosition, true);
+        window.removeEventListener('resize', updatePosition);
+      }
+    };
+  });
+
+  // Add/remove event listeners reactively when tooltip visibility changes
+  $: if (isBrowser && tooltipVisible) {
+    window.addEventListener('scroll', updatePosition, true);
+    window.addEventListener('resize', updatePosition);
+  } else if (isBrowser && !tooltipVisible) {
+    window.removeEventListener('scroll', updatePosition, true);
+    window.removeEventListener('resize', updatePosition);
+  }
 </script>
 
-<!-- svelte-ignore a11y-no-noninteractive-element-interactions a11y-mouse-events-have-key-events -->
 <div class="tooltip-container">
-  <div 
+  <div
+    bind:this={triggerElement}
     class="tooltip-trigger"
     on:mouseenter={showTooltip}
     on:mouseleave={hideTooltip}
     on:focusin={showTooltip}
     on:focusout={hideTooltip}
-    role="tooltip"
-    aria-label="Tooltip trigger"
+    aria-describedby={tooltipVisible ? tooltipId : undefined}
+    role="button"
+    tabindex="0"
   >
     <slot />
   </div>
-  
+
   {#if tooltipVisible}
     <div
-      bind:this={tooltipElement}
-      class="tooltip absolute z-[9999] px-2 py-1 text-xs rounded bg-gray-900/90 text-white whitespace-nowrap shadow-lg backdrop-blur-sm"
+      id={tooltipId}
+      class="tooltip fixed z-[9999] px-2 py-1 text-xs rounded bg-gray-900/90 text-white whitespace-nowrap shadow-lg backdrop-blur-sm"
       class:top="{position === 'top'}"
       class:bottom="{position === 'bottom'}"
       class:left="{position === 'left'}"
       class:right="{position === 'right'}"
+      style={tooltipStyle}
       role="tooltip"
-      aria-label={text}
     >
       {text}
       <div class="tooltip-arrow" role="presentation" />
@@ -57,32 +100,24 @@
 
   .tooltip {
     pointer-events: none;
-    transition: all 150ms ease-in-out;
+    transition: opacity 150ms ease-in-out;
     opacity: 1;
   }
 
   .tooltip.top {
-    bottom: calc(100% + 5px);
-    left: 50%;
-    transform: translateX(-50%);
+    transform: translate(-50%, -100%);
   }
 
   .tooltip.bottom {
-    top: calc(100% + 5px);
-    left: 50%;
-    transform: translateX(-50%);
+    transform: translate(-50%, 0);
   }
 
   .tooltip.left {
-    right: calc(100% + 5px);
-    top: 50%;
-    transform: translateY(-50%);
+    transform: translate(-100%, -50%);
   }
 
   .tooltip.right {
-    left: calc(100% + 5px);
-    top: 50%;
-    transform: translateY(-50%);
+    transform: translate(0, -50%);
   }
 
   .tooltip-arrow {

web/src/lib/components/ui/tooltip/Tooltip.test.ts

@@ -0,0 +1,56 @@
+import { describe, expect, it } from 'vitest';
+import { calculateTooltipPosition, formatPositionStyle, TOOLTIP_GAP } from './positioning';
+
+describe('Tooltip positioning logic', () => {
+  const mockRect = {
+    top: 100,
+    bottom: 130,
+    left: 200,
+    right: 300,
+    width: 100,
+    height: 30,
+    x: 200,
+    y: 100,
+    toJSON: () => ({})
+  } as DOMRect;
+
+  it('calculates top position correctly', () => {
+    const result = calculateTooltipPosition(mockRect, 'top');
+    expect(result.top).toBe(92); // 100 - 8
+    expect(result.left).toBe(250); // 200 + 100/2
+  });
+
+  it('calculates bottom position correctly', () => {
+    const result = calculateTooltipPosition(mockRect, 'bottom');
+    expect(result.top).toBe(138); // 130 + 8
+    expect(result.left).toBe(250); // 200 + 100/2
+  });
+
+  it('calculates left position correctly', () => {
+    const result = calculateTooltipPosition(mockRect, 'left');
+    expect(result.top).toBe(115); // 100 + 30/2
+    expect(result.left).toBe(192); // 200 - 8
+  });
+
+  it('calculates right position correctly', () => {
+    const result = calculateTooltipPosition(mockRect, 'right');
+    expect(result.top).toBe(115); // 100 + 30/2
+    expect(result.left).toBe(308); // 300 + 8
+  });
+
+  it('uses the correct gap value', () => {
+    expect(TOOLTIP_GAP).toBe(8);
+  });
+
+  it('formats position style correctly', () => {
+    const position = { top: 100, left: 200 };
+    const style = formatPositionStyle(position);
+    expect(style).toBe('top: 100px; left: 200px;');
+  });
+
+  it('respects custom gap parameter', () => {
+    const customGap = 16;
+    const result = calculateTooltipPosition(mockRect, 'top', customGap);
+    expect(result.top).toBe(84); // 100 - 16
+  });
+});