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tfsugjp

GitHub CLI (gh) は、GitHub 操作を管理するためのコマンドラインツール

tgsatwit

Assesses downstream consumer impact of API, event, or shared service changes. Maps affected consumers, classifies impact severity, and estimates migration effort. Use before approving any change to a shared interface to prevent surprise breakages.

elbwalker

walkeros-understanding-development is an open-source tag manager for developers following extreme programming principles. It helps developers write efficient code with strict conventions and core principles like DRY, KISS, and YAGNI, benefiting developers who value test-first approaches.

superwall

Review SDK docs update pull requests for ios, android, flutter, expo, or react-native in this repository. Use when asked to verify completeness and correctness of an SDK docs version bump by checking PR changes against upstream SDK git diff and changelog entries.

charl-kruger

Build stateful AI agents using the Cloudflare Agents SDK. Load when creating agents with persistent state, scheduling, RPC, MCP servers, email handling, or streaming chat. Covers Agent class, AIChatAgent, state management, and Code Mode for reduced token usage.

IceWhaleTech

ToolFS は、LLM エージェントに統一された仮想ファイルシステムアクセスを提供するフレームワーク

alexandru

Kotlin + Arrow Resource lifecycle management with `Resource`, `ResourceScope`, and `resourceScope`. Use for designing safe acquisition/release of files, streams, DB pools/connections, HTTP clients, or multipart parts; composing resources (including parallel acquisition); or integrating Resource with typed errors and cancellation.

jtdesign7277-source

Build, refactor, and review Stratify platform features while enforcing cache-first market-data flows, tab preloading, terminal-pro dark UI patterns, Vercel serverless API architecture, and production delivery conventions. Use when work touches Stratify dashboard components, API routes, strategy builder behavior, market data streaming, deployment readiness, or AI search result rendering.

minorcell

Answer questions about the AI SDK and help build AI-powered features. Use when developers: (1) Ask about AI SDK functions like generateText, streamText, ToolLoopAgent, embed, or tools, (2) Want to build AI agents, chatbots, RAG systems, or text generation features, (3) Have questions about AI providers (OpenAI, Anthropic, Google, etc.), streaming, tool calling, structured output, or embeddings, (4) Use React hooks like useChat or useCompletion. Triggers on: AI SDK, Vercel AI SDK, generateText, streamText, add AI to my app, build an agent, tool calling, structured output, useChat.

giolaq

TMDB (The Movie Database) API integration for React Native TV streaming apps. Use when users need help with movie/TV show data, poster images, search functionality, trending content, video trailers from TMDB, API authentication, rate limiting, or TypeScript types for TMDB responses.

ddempsey

Validates code and provides physics reasoning for the 2-D injection-production doublet model using streamline methods. Use when modifying streamline geometry, transport calculations (hydrodynamic, chemical, thermal), breakthrough curves, or Greens function kernels. Also use when debugging simulation behavior or explaining physics concepts.

go-go-golems

Run repeatable inference smoke tests using geppetto/pinocchio example binaries (single-pass, streaming, tool-loop, OpenAI Responses thinking) including tmux-driven TUI tests. Use when refactors touch InferenceState/Session/EngineBuilder, tool calling loop, event sinks, provider request formatting, or when you need a quick does inference still work? checklist.