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Audit score 70

documentation-lookup

affaan-m/ecc

Fetch current library and framework docs via Context7 MCP instead of relying on training data.

What is documentation-lookup?

This skill replaces outdated training data with live documentation for libraries, frameworks, and APIs. Use it when answering setup questions, API references, code examples, or whenever a user names a specific framework like React, Next.js, or Prisma.

  • Resolves library names to Context7-compatible IDs using the resolve-library-id MCP tool
  • Fetches current documentation and code snippets via the query-docs MCP tool
  • Automatically activates for setup, configuration, and API reference questions
  • Supports version-specific library lookups when users mention particular versions
  • Cites library versions and provides current code examples in responses

How to install documentation-lookup

npx skills add null --skill documentation-lookup
Prerequisites
  • Context7 MCP server must be configured in your harness (Claude Code, Cursor, or Codex)
  • Access to resolve-library-id and query-docs MCP tools
Claude Code
Cursor
Windsurf
Cline

How to use documentation-lookup

  1. 1.When a user asks about a library or framework, call resolve-library-id with the library name and the user's full question
  2. 2.Review the results and select the best match by name, benchmark score, source reputation, and version relevance
  3. 3.Call query-docs with the selected library ID and the user's specific question
  4. 4.Use the returned documentation and code snippets to answer; cite the library version when relevant

Use cases

Good for
  • Answer Next.js middleware setup questions with current documentation
  • Provide Prisma query patterns with up-to-date syntax and examples
  • Explain Supabase authentication methods with live API reference
  • Configure framework-specific settings (e.g., Tailwind, Express, Vue) with accurate current behavior
  • Resolve API method signatures and parameters for libraries the agent may have outdated training data for
Who it's for
  • Developers building with modern frameworks and libraries
  • Teams using Claude Code, Cursor, or other harnesses with Context7 MCP configured
  • Anyone needing accurate, version-specific documentation instead of potentially stale training data

documentation-lookup FAQ

When should I use this skill?

Activate it whenever the user asks about setup, configuration, API references, or code examples for a named library or framework (React, Next.js, Prisma, Supabase, etc.). Use it instead of relying on training data for accurate, current information.

What if resolve-library-id returns multiple matches?

Choose the best match by preferring exact name matches, higher benchmark scores (up to 100), High or Medium reputation sources, and version-specific IDs if the user mentioned a version.

How many times can I call these tools per question?

Do not call resolve-library-id or query-docs more than 3 times per question. If the answer is unclear after 3 calls, use the best information you have rather than continuing to query.

Should I include the user's full question in the query parameter?

Yes. Be specific and use the user's full question as the query for better relevance and more targeted documentation results.

What if the user's question contains sensitive data like API keys?

Redact API keys, passwords, tokens, and other secrets before passing the question to resolve-library-id or query-docs.

Full instructions (SKILL.md)

Source of truth, from affaan-m/ecc.


name: documentation-lookup description: Use up-to-date library and framework docs via Context7 MCP instead of training data. Activates for setup questions, API references, code examples, or when the user names a framework (e.g. React, Next.js, Prisma). metadata: origin: ECC

Documentation Lookup (Context7)

When the user asks about libraries, frameworks, or APIs, fetch current documentation via the Context7 MCP (tools resolve-library-id and query-docs) instead of relying on training data.

Core Concepts

  • Context7: MCP server that exposes live documentation; use it instead of training data for libraries and APIs.
  • resolve-library-id: Returns Context7-compatible library IDs (e.g. /vercel/next.js) from a library name and query.
  • query-docs: Fetches documentation and code snippets for a given library ID and question. Always call resolve-library-id first to get a valid library ID.

When to use

Activate when the user:

  • Asks setup or configuration questions (e.g. "How do I configure Next.js middleware?")
  • Requests code that depends on a library ("Write a Prisma query for...")
  • Needs API or reference information ("What are the Supabase auth methods?")
  • Mentions specific frameworks or libraries (React, Vue, Svelte, Express, Tailwind, Prisma, Supabase, etc.)

Use this skill whenever the request depends on accurate, up-to-date behavior of a library, framework, or API. Applies across harnesses that have the Context7 MCP configured (e.g. Claude Code, Cursor, Codex).

How it works

Step 1: Resolve the Library ID

Call the resolve-library-id MCP tool with:

  • libraryName: The library or product name taken from the user's question (e.g. Next.js, Prisma, Supabase).
  • query: The user's full question. This improves relevance ranking of results.

You must obtain a Context7-compatible library ID (format /org/project or /org/project/version) before querying docs. Do not call query-docs without a valid library ID from this step.

Step 2: Select the Best Match

From the resolution results, choose one result using:

  • Name match: Prefer exact or closest match to what the user asked for.
  • Benchmark score: Higher scores indicate better documentation quality (100 is highest).
  • Source reputation: Prefer High or Medium reputation when available.
  • Version: If the user specified a version (e.g. "React 19", "Next.js 15"), prefer a version-specific library ID if listed (e.g. /org/project/v1.2.0).

Step 3: Fetch the Documentation

Call the query-docs MCP tool with:

  • libraryId: The selected Context7 library ID from Step 2 (e.g. /vercel/next.js).
  • query: The user's specific question or task. Be specific to get relevant snippets.

Limit: do not call query-docs (or resolve-library-id) more than 3 times per question. If the answer is unclear after 3 calls, state the uncertainty and use the best information you have rather than guessing.

Step 4: Use the Documentation

  • Answer the user's question using the fetched, current information.
  • Include relevant code examples from the docs when helpful.
  • Cite the library or version when it matters (e.g. "In Next.js 15...").

Examples

Example: Next.js middleware

  1. Call resolve-library-id with libraryName: "Next.js", query: "How do I set up Next.js middleware?".
  2. From results, pick the best match (e.g. /vercel/next.js) by name and benchmark score.
  3. Call query-docs with libraryId: "/vercel/next.js", query: "How do I set up Next.js middleware?".
  4. Use the returned snippets and text to answer; include a minimal middleware.ts example from the docs if relevant.

Example: Prisma query

  1. Call resolve-library-id with libraryName: "Prisma", query: "How do I query with relations?".
  2. Select the official Prisma library ID (e.g. /prisma/prisma).
  3. Call query-docs with that libraryId and the query.
  4. Return the Prisma Client pattern (e.g. include or select) with a short code snippet from the docs.

Example: Supabase auth methods

  1. Call resolve-library-id with libraryName: "Supabase", query: "What are the auth methods?".
  2. Pick the Supabase docs library ID.
  3. Call query-docs; summarize the auth methods and show minimal examples from the fetched docs.

Best Practices

  • Be specific: Use the user's full question as the query where possible for better relevance.
  • Version awareness: When users mention versions, use version-specific library IDs from the resolve step when available.
  • Prefer official sources: When multiple matches exist, prefer official or primary packages over community forks.
  • No sensitive data: Redact API keys, passwords, tokens, and other secrets from any query sent to Context7. Treat the user's question as potentially containing secrets before passing it to resolve-library-id or query-docs.