Documentation Lookup

作者 affaan-mef648e01899bMIT275K 个星标收录于 2026年10月8日更新于 2026年10月8日仓库3天前更新

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).

AI 生成的概览

通过 Context7 MCP 获取最新的库与框架文档,而不是依赖训练数据。

功能
该技能指导智能体通过查询 Context7 MCP 服务器来回答有关库、框架和 API 的问题。它定义了一套流程:先把库名解析为 Context7 库 ID,再按名称、基准评分、来源声誉和版本选出最佳匹配,然后获取文档与代码片段。智能体据此给出最新信息,并在需要时附上相关代码示例和版本说明。它还限制每个问题最多调用三次,并要求在查询中隐去密钥等敏感信息。
适用场景
当请求依赖某个库、框架或 API 准确且最新的行为时使用,例如安装配置问题、API 参考或依赖特定包的代码。当用户提到 React、Next.js、Prisma、Supabase 等框架或库时同样适用。
运行要求
需要已配置 Context7 MCP 服务器并可使用其 resolve-library-id 与 query-docs 工具的智能体运行环境,以及访问该服务器的网络连接。该技能不附带脚本,仅为说明性指令。

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.

来源与署名

来源:affaan-m/ecc位于.agents/skills/documentation-lookup提交ef648e0

许可证: MIT

内容归原作者所有。SourceWeft 从公开仓库中收录这些内容。

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