agentik

Capture solved problems as categorized documentation with YAML frontmatter for fast lookup

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".

Review code for adherence to project guidelines, style guides, and best practices. Use after writing or modifying code, especially before committing changes or creating pull requests.

Simplify recently modified code for clarity, consistency, and maintainability while preserving functionality.

Analyze code comments for accuracy, completeness, and long-term maintainability.

Review pull requests for test coverage quality and completeness.

Identify silent failures, inadequate error handling, and inappropriate fallback behavior in code changes or PRs.

Analyze type design for encapsulation, invariant expression, usefulness, and enforcement.