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find-docs

Retrieves up-to-date documentation, API references and code examples for any developer technology.

Skill by sammcj

IndexedApache-2.0★ 167
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

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About

Retrieves up-to-date documentation, API references and code examples for any developer technology. Use when the user asks about, or you need docs for, a specific library, framework, SDK, CLI tool or cloud service - even well-known ones, as training data may be outdated. Prefer this over web search for library docs and API details.

Use cases: backend, data

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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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  • codeload.github.com · found in install command

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  • ~/.claude/skills/find-docs

What's inside

Skill name
find-docs
Description
Retrieves up-to-date documentation, API references and code examples for any developer technology. Use when the user asks about, or you need docs for, a specific library, framework, SDK, CLI tool or cloud service - even well-known ones, as training data may be outdated. Prefer this over web search for library docs and API details.
License
Apache-2.0
Instructions
138 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Documentation Lookup

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

Run the context7 CLI directly like so:

```bash
pnpx ctx7@latest <command>
```

## Workflow

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

```bash
# Step 1: Resolve library ID
ctx7 library <name> <query>

# Step 2: Query documentation
ctx7 docs <libraryId> <query>
```

You MUST call `ctx7 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.

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

Use the official library name with its punctuation (`"Next.js"` not `nextjs`, `"Three.js"` not `threejs`). If results look wrong, try an alternate spelling 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. Analyse 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 prioritised)
   - Description relevance to the query's intent
   - Documentation coverage (prioritise 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:

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

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

The available versions are listed in the `ctx7 library` 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.

```bash
ctx7 docs /facebook/react "How to clean up useEffect with async operations"
ctx7 docs /vercel/next.js "How to add an authentication proxy to app router"
ctx7 docs /prisma/prisma "How to define one-to-many relations with cascade delete"
```

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

```bash
ctx7 docs /websites/twilio "How to send an SMS" --language Ruby
```

### Writing good queries

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

- Good: `"How to set up authentication with JWT in Express.js"`
- Good: `"React useEffect cleanup function with async operations"`
- Bad (vague): `"auth"`, `"hooks"`
- Bad (multi-topic): `"routing and auth and caching in Next.js"`

Describe what to look up in the docs rather than the task to complete. One-word queries return generic results. Multi-topic queries return shallow results for each topic.

The output contains two types of content: **code snippets** (titled, with language-tagged blocks) and **info snippets** (prose explanations with breadcrumb context).

## Authentication

Works without authentication. For higher rate limits:

```bash
# Option A: environment variable
export CONTEXT7_API_KEY=your_key

# Option B: OAuth login
ctx7 login
```

From sammcj/agentic-coding, Apache-2.0.

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Stars
167
Forks
25
Open issues
0
Last commit (this folder)
Oct 18, 2026 (10 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
Apache-2.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from sammcj

Cite this page

find-docs skill. Agent Mart. https://agentmart.dev/skills/sammcj-find-docs (last updated 2026-10-24)