Context7

SkillDocs & knowledge

Fetch up-to-date library/framework/API documentation from Context7, bypassing training-cutoff limits. Use when: (1) User asks how to use/configure/install a library, framework, or SDK, (2) Code examples or API reference needed for a specific package, (3) Version-specific behavior questions (e.g., "React 19", "Next.js 15"), (4) Any npm package, GitHub repo, or framework mention (React/Vue/Next/Prisma/Tailwind/Supabase/...). Triggers: "如何实现", "怎么写", "配置", "安装", "文档", "How do I", "Show me how", "generate code", library/framework names. Differentiator: Real-time authoritative docs via Context7 API, complements grok-search (real-time news) and exa (semantic web research) — use this for library/API specifics, not general web search.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Context7 skill

What this skill tells your AI

The instructions your AI receives, as published by dianel555/dskills in skills/context7/SKILL.md and read by ahel’s review.

Fetch current library/framework/API documentation from the Context7 API, so answers cite authoritative docs instead of relying on outdated training data. This skill uses the co-located Node CLI in context7-api.cjs; no MCP dependency is required.

Architecture

PieceRoleRecommended Use
context7 (this file)Intent detection, library selection, answer integrationDefault path
context7-fetcherOptional low-context wrapper around the same CLIUse only if your runtime truly supports isolated workers/subtasks

The canonical execution path is to run the co-located CLI directly. Do not require a Task/Bash-specific subtask mechanism, and do not hardcode repo-relative paths like skills/context7/context7-api.cjs — that breaks when the skill is installed globally outside the source repo.

Call Flow

User Query → context7 (detect trigger + extract library)
    ↓ shell / worker → node <context7-skill-dir>/context7-api.cjs search <library> <query>
                         → JSON libraries[] (+ raw results[])
context7 (select best match: name / trustScore / version)
    ↓ shell / worker → node <context7-skill-dir>/context7-api.cjs context <libraryId> <query>
                         → JSON results[] (+ raw codeSnippets[] / infoSnippets[])
context7 (integrate relevant snippets into answer)

Implementation Layout

  • context7-api.cjs - Node CLI entrypoint (HTTPS client, .env + env-var API key, MSYS path fix, response normalization)
  • context7-fetcher.md - Optional helper wrapper around the same CLI
  • .env.example - API key template (copy to .env)
  • tests/test_context7_api.cjs - Regression tests for response-shape compatibility and error exits

Execution Method

# Prerequisites: Node.js 18+ (no npm install needed; stdlib only)
# Environment: CONTEXT7_API_KEY (optional; public rate limits apply if unset)

# Run from the context7 skill directory
node ./context7-api.cjs search "<library-name>" "<user-query>"
node ./context7-api.cjs context "<library-id>" "<specific-query>"

Safe default: resolve the actual context7 skill directory first, cd into it, then run node ./context7-api.cjs ....

Stable Output Contract

The Context7 HTTP API payload changed shape, so context7-api.cjs now exposes a compatibility contract:

  • search always provides libraries[] and preserves the raw results[]
  • context always provides results[] and preserves raw codeSnippets[] / infoSnippets[]

Prefer the normalized aliases (libraries[], results[]) in downstream logic.

Tool Capability Matrix

CommandRequired ArgsOutput
search<libraryName>, <query>{libraries:[...], results:[...], searchFilterApplied?:boolean}
context<libraryId>, <query>{results:[...], codeSnippets?:[...], infoSnippets?:[...]}

Library IDs are Context7 slugs (for example /reactjs/react.dev, /vercel/next.js, /vercel/next.js/v15.1.8). If the user specifies a version, prefer a version-pinned ID returned by search.

Research Workflow

Step 1: Extract Library Information

From the user query, identify:

  • Library name (for example react, next.js, prisma)
  • Version if specified (for example React 19, Next.js 15)
  • Specific feature/API (for example useEffect cleanup, middleware)

Step 2: Search for the Library

cd <context7-skill-dir>
node ./context7-api.cjs search "<library>" "<full user question>"

Step 3: Select the Best Match

Choose from libraries[] by:

  1. Exact name match to the user's query
  2. Highest trustScore
  3. Version match if specified
  4. Official packages over community forks

Step 4: Fetch Documentation

cd <context7-skill-dir>
node ./context7-api.cjs context "<libraryId>" "<feature query>"

Step 5: Integrate into the Answer

  1. Answer accurately with fetched current information
  2. Include code examples drawn from the docs
  3. Cite the version when relevant
  4. Quote only the relevant snippet instead of dumping entire documentation

If your runtime can spawn generic workers/subagents, pass the exact shell commands above. Do not assume a special Task API or a subagent_type: Bash feature exists.

Environment Setup

The CLI loads the API key in this order:

  1. CONTEXT7_API_KEY environment variable
  2. .env file in the skill directory
cp .env.example .env
# Edit .env: CONTEXT7_API_KEY=<your-key>

Get a key at context7.com/dashboard. Without a key, the API falls back to public rate limits.

Error Handling

ErrorRecovery
search returns no librariesBroaden the library name; suggest alternatives
API 429 (rate limit)Retry once after a short delay; if it still fails, say Context7 is rate-limited
API 5xx / network failureCLI exits non-zero after writing the error to stderr; retry once, then fall back to training data and say it may be outdated
Library ID path mangled (Windows Git Bash)context7-api.cjs auto-fixes MSYS path conversion
Search/context payload shape driftUse normalized libraries[] / results[] aliases from context7-api.cjs
Global skill install + path issuesResolve the actual skill directory first; never blindly run node skills/context7/...

Best Practices

  • Pass the full user question as the query for better ranking
  • Prefer version-pinned IDs when the user names a version
  • Resolve the skill directory before running the CLI
  • Parallelize multiple libraries only if your runtime supports it safely
  • Keep a training-data fallback with an explicit staleness disclaimer

Anti-Patterns

ProhibitedCorrect
node skills/context7/context7-api.cjs ... from an arbitrary project rootResolve the skill directory, then run node ./context7-api.cjs ... there
Depending on raw results / codeSnippets onlyRead normalized libraries[] / results[] first
Requiring a Task / Bash-only subtask APIUse direct CLI execution or a generic worker that runs the same command
Dumping entire fetched documentationExtract only the relevant snippet
Silently falling back to training dataTell the user the fallback may be outdated
Hardcoding library IDs across versionsRe-run search when version uncertainty exists

Example Workflows

Example 1: React Hook

User: How do I use useEffect to fetch data in React 19?

  1. Detect React 19 + useEffect + fetch data
  2. search "react" "How do I use useEffect to fetch data in React 19?"
  3. Choose the best version-aware result from libraries[]
  4. context "<selected-library-id>" "useEffect data fetching"
  5. Respond with current React guidance

Example 2: Next.js Configuration

User: 配置 Next.js 15 的中间件

  1. Detect Next.js 15 + middleware
  2. search "next.js" "middleware configuration"
  3. Choose the version-pinned result if present
  4. context "<selected-library-id>" "middleware"
  5. Respond with current Next.js 15 setup

Limitations

  • Requires internet connection
  • Subject to Context7 API rate limits
  • May lack docs for very new or obscure libraries
  • Documentation quality depends on the indexed source material

Signals

GitHub stars
64
Forks
6
Last commit
Sep 2026
Hacker News mentions
6
Advanced
Catalog kind
skill
Gateway key
context7-dianel555
Source
github.com/dianel555/dskills