jaredpalmer

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.

Write in the voice and style of Mark Zuckerberg. Use this skill whenever the user asks to "write like Zuckerberg", "draft something in Zuck's style", "write a memo like Mark Zuckerberg would", "channel Zuckerberg's voice", or wants any written content — emails, memos, strategy docs, public posts, internal communications — composed in Mark Zuckerberg's distinctive writing style. Also use when the user mentions "Zuck style", "Zuckerberg tone", or asks for strategic writing that sounds like a tech CEO founder.

Write essays and reflective prose in the voice and style of Paul Graham. Use this skill whenever the user explicitly asks for "Paul Graham", "PG style", "paulgraham.com style", or wants a topic, braindump, notes, or rough draft turned into a founder/intellectual essay that should sound unmistakably like PG. This skill fits exploratory essays, blog posts, and rewrites that need PG's conversational clarity, curiosity, named concepts, startup/programming analogies, and anti-slop cadence. Do not use it for ordinary editing, factual questions about Paul Graham, or generic essay help unless the user wants PG's voice specifically.

Search GitHub code across millions of repositories using grep.app. Use when you need to find code patterns, implementations, examples, or understand how features are built in public codebases. (project)

Review Next.js App Router code for optimal Partial Prerendering (PPR), caching strategy, Suspense boundaries, and React Query integration. Ensure adherence to Next.js 16+ Cache Components best practices.