looking-up-docs
Look up library documentation using Context7. Use when needing API reference, library docs, framework documentation, or technical documentation lookup. Provides up-to-date, version-specific docs and code examples.
Works with
--- name: looking-up-docs description: Look up library documentation using Context7. Use when needing API reference, library docs, framework documentation, or technical documentation lookup. Provides up-to-date, version-specific docs and code examples. license: MIT --- # Documentation Lookup with Context7 Context7 provides up-to-date, version-specific documentation and code examples directly from source libraries. ## Why Context7 - **Current APIs**: No hallucinated or outdated patterns - **Version-specific**: Gets docs for exact library versions - **Code examples**: Real, working code from actual documentation ## Workflow 1. **Resolve library ID**: `mcp__context7__resolve-library-id` with `libraryName` 2. **Get documentation**: `mcp__context7__get-library-docs` with `context7CompatibleLibraryID` and `topic` ## Modes | Mode | Use For | | ------ | ------------------------------------------ | | `code` | API references, code examples (default) | | `info` | Conceptual guides, architecture, tutorials | ## Examples ``` # React hooks resolve-library-id: "react" get-library-docs: context7CompatibleLibraryID="/facebook/react", topic="hooks", mode="code" # Next.js middleware resolve-library-id: "next.js" get-library-docs: context7CompatibleLibraryID="/vercel/next.js", topic="middleware" # Go net/http resolve-library-id: "go net/http" get-library-docs: context7CompatibleLibraryID="/golang/go", topic="http server" # Kubernetes API resolve-library-id: "kubernetes" get-library-docs: context7CompatibleLibraryID="/kubernetes/kubernetes", topic="deployment" ``` ## Tips - Use `topic` parameter to narrow results to specific features - Try `mode="info"` for architectural questions - Paginate with `page=2`, `page=3` if initial results insufficient --- ## Gotchas - **Context7 query without version scoping returns hits across versions** — Next.js 14 question can answer with Next.js 12 code. Always include the version. - **Library aliases (e.g., `react` vs `@types/react`) may resolve to different libraries** — use the full Context7 ID, not the npm name. - **Stale cache**: Context7 may have indexed a library version that's been yanked from npm — check upstream before trusting. - **Rate limits per API key per day** — bursting on the free tier locks the key out until midnight UTC. - **No multi-version diff**: Context7 doesn't surface what changed between versions; for migrations, dual-query and compare manually.
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Rigor Run skill for README-first deep learning repo reproduction. Use when the task is specifically to capture or normalize evidence from the selected smoke test or documented inference or evaluation command and write standardized `repro_outputs/` files, including patch notes when repository files changed. Do not use for training execution, initial repo intake, generic environment setup, paper lookup, target selection, hidden scientific-meaning changes, or end-to-end orchestration by itself.

