/find-docs

name: find-docs
description: >-
  Retrieves up-to-date documentation, API references, and code examples for any
  developer technology. Use this skill whenever the user asks about a specific
  library, framework, SDK, CLI tool, or cloud service — even for well-known ones
  like React, Next.js, Prisma, Express, Tailwind, Django, or Spring Boot. Your
  training data may not reflect recent API changes or version updates.

  Always use for: API syntax questions, configuration options, version migration
  issues, "how do I" questions mentioning a library name, debugging that involves
  library-specific behavior, setup instructions, and CLI tool usage.

  Use even when you think you know the answer — do not rely on training data
  for API details, signatures, or configuration options as they are frequently
  outdated. Always verify against current docs. Prefer this over web search for
  library documentation and API details.

Documentation Lookup

Retrieve current documentation and code examples for any library using the Context7 CLI.

Run commands with `npx ctx7@latest` so setup always uses the latest CLI without a global install:

npx ctx7@latest library <name> "<query>"
npx ctx7@latest docs <libraryId> "<query>"

Optionally install globally if you prefer a bare `ctx7` command:

npm install -g ctx7@latest

Workflow

Two-step process: resolve the library name to an ID, then query docs with that ID.

# Step 1: Resolve library ID
npx ctx7@latest library <name> "<query>"

# Step 2: Query documentation
npx ctx7@latest docs <libraryId> "<query>"

You MUST call `library` first to obtain a valid library ID UNLESS the user explicitly provides a library ID in the format `/org/project` or `/org/project/version`.

IMPORTANT: Do not run these commands more than 3 times per question. If you cannot find what you need after 3 attempts, use the best result you have.

Step 1: Resolve a Library

Resolves a package/product name to a Context7-compatible library ID and returns matching libraries.

npx ctx7@latest library React "How to clean up useEffect with async operations"
npx ctx7@latest library "Next.js" "How to set up app router with a proxy"
npx ctx7@latest library Prisma "How to define one-to-many relations with cascade delete"

Use the official library name with proper punctuation (e.g., "Next.js" not "nextjs", "Customer.io" not "customerio", "Three.js" not "threejs"). If results look wrong, try alternate spellings such as `next.js` before changing the query.

Always pass a `query` argument — it is required and directly affects result ranking. Use the user's intent to form the query, which helps disambiguate when multiple libraries share a similar name. Do not include any sensitive or confidential information such as API keys, passwords, credentials, personal data, or proprietary code in your query.

Result fields

Each result includes:

• **Library ID** — Context7-compatible identifier (format: `/org/project`)
• **Name** — Library or package name
• **Description** — Short summary
• **Code Snippets** — Number of available code examples
• **Source Reputation** — Authority indicator (High, Medium, Low, or Unknown)
• **Benchmark Score** — Quality indicator (100 is the highest score)
• **Versions** — List of versions if available. Use one of those versions if the user provides a version in their query. The format is `/org/project/version`.

Selection process

1. Analyze the query to understand what library/package the user is looking for 2. Select the most relevant match based on:

• Name similarity to the query (exact matches prioritized)
• Description relevance to the query's intent
• Documentation coverage (prioritize libraries with higher Code Snippet counts)
• Source reputation (consider libraries with High or Medium reputation more authoritative)
• Benchmark score (higher is better, 100 is the maximum)

3. If multiple good matches exist, acknowledge this but proceed with the most relevant one 4. If no good matches exist, clearly state this and suggest query refinements 5. For ambiguous queries, request clarification before proceeding with a best-guess match

Version-specific IDs

If the user mentions a specific version, use a version-specific library ID:

# General (latest indexed)
npx ctx7@latest docs /vercel/next.js "How to set up app router"

# Version-specific
npx ctx7@latest docs /vercel/next.js/v16.2.9 "How to set up app router"

The available versions are listed in the `library` command output. Use the closest match to what the user specified.

Step 2: Query Documentation

Retrieves up-to-date documentation and code examples for the resolved library.

npx ctx7@latest docs /reactjs/react.dev "How to clean up useEffect with async operations"
npx ctx7@latest docs /vercel/next.js "How to add an authentication proxy to app router"
npx ctx7@latest docs /prisma/prisma "How to define one-to-many relations with cascade delete"

If you know the programming language the user writes in, add `--language` so code examples in that language rank first:

npx ctx7@latest docs /websites/twilio "How to send an SMS" --language Ruby

Writing good queries

The query directly affects the quality of results. Be specific and include relevant details, but keep each query to one topic — if the question spans multiple distinct concepts, run a separate `docs` command per concept instead of combining them, unless the question is about how the concepts interact. Do not include any sensitive or confidential information such as API keys, passwords, credentials, personal data, or proprietary code in your query.

| Quality | Example | | --------------- | ---------------------------------------------------------- | | Good | `"How to set up authentication with JWT in Express.js"` | | Good | `"React useEffect cleanup func