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Find Docs

  • 5.2k installs
  • 60.2k repo stars
  • Updated August 2, 2026
  • upstash/context7

find-docs is an agent skill: >-

About

The find-docs skill >-. Documentation Lookup Retrieve current documentation and code examples for any library using the Context7 CLI. Make sure the CLI is up to date before running commands: Or run directly without installing: Workflow Two-step process: resolve the library name to an ID, then query docs with that ID. 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 Agents should read SKILL.md quick start steps, verify required binaries and environment variables, and follow reference files for exact parameters before calling tools. The workflow includes decision gates, anti-patterns, and cross-links to sibling skills so agents stay aligned with upstream documentation rather than improvising.

  • Covers find-docs quick start, workflow steps, and reference pointers from SKILL.md.
  • Tagged for stage build and subphase integrations in the closed Skillselion taxonomy.
  • Documents prerequisites, permissions network, shell, and compatible agents.
  • Includes AEO tagMeta with task queries, keywords, and evidence quotes for discovery.
  • Cross-links related skills and generated REFERENCE.md tables where the repo provides them.

Find Docs by the numbers

  • 5,220 all-time installs (skills.sh)
  • +289 installs in the week ending Aug 2, 2026 (Skillselion tracking)
  • Ranked #72 of 1,879 Documentation skills by installs in the Skillselion catalog
  • Security screen: MEDIUM risk (skills.sh audit)
  • Data as of Aug 3, 2026 (Skillselion catalog sync)
At a glance

find-docs capabilities & compatibility

Capabilities
find docs documented workflow · quick start examples · reference parameter lookup · taxonomy aligned metadata · aeo discovery fields
Use cases
documentation · research
From the docs

What find-docs says it does

>-
SKILL.md
npx skills add https://github.com/upstash/context7 --skill find-docs

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Listed on Skillselion
Installs5.2k
repo stars60.2k
Security audit1 / 3 scanners passed
Last updatedAugust 2, 2026
Repositoryupstash/context7

How do I run find-docs correctly without guessing steps, tools, or parameters?

>-

Who is it for?

Teams using find-docs when SKILL.md triggers match the user request.

Skip if: Skip when the task is outside find-docs documented triggers or sibling skill scope.

When should I use this skill?

User mentions find-docs, related trigger phrases, or asks to follow this SKILL.md workflow.

What you get

Completed find-docs workflow with outputs and checks defined in SKILL.md.

  • find-docs output per SKILL.md

By the numbers

  • Stage build/integrations
  • Category Documentation
  • Complexity intermediate

Files

SKILL.mdMarkdownGitHub ↗

Documentation Lookup

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

Make sure the CLI is up to date before running commands:

npm install -g ctx7@latest

Or run directly without installing:

npx ctx7@latest <command>

Workflow

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

# 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.

ctx7 library react "How to clean up useEffect with async operations"
ctx7 library nextjs "How to set up app router with middleware"
ctx7 library prisma "How to define one-to-many relations with cascade delete"

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)
ctx7 docs /vercel/next.js "How to set up app router"

# Version-specific
ctx7 docs /vercel/next.js/v14.3.0-canary.87 "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.

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

Writing good queries

The query directly affects the quality of results. Be specific and include relevant details. Do not include any sensitive or confidential information such as API keys, passwords, credentials, personal data, or proprietary code in your query.

QualityExample
Good"How to set up authentication with JWT in Express.js"
Good"React useEffect cleanup function with async operations"
Bad"auth"
Bad"hooks"

Use the user's full question as the query when possible, vague one-word queries return generic results.

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:

# Option A: environment variable
export CONTEXT7_API_KEY=your_key

# Option B: OAuth login
ctx7 login

Error Handling

If a command fails with a quota error ("Monthly quota reached" or "quota exceeded"): 1. Inform the user their Context7 quota is exhausted 2. Suggest they authenticate for higher limits: ctx7 login 3. If they cannot or choose not to authenticate, answer from training knowledge and clearly note it may be outdated

Do not silently fall back to training data — always tell the user why Context7 was not used.

Common Mistakes

  • Library IDs require a / prefix — /facebook/react not facebook/react
  • Always run ctx7 library first — ctx7 docs react "hooks" will fail without a valid ID
  • Use descriptive queries, not single words — "React useEffect cleanup function" not "hooks"
  • Do not include sensitive information (API keys, passwords, credentials) in queries

Related skills

Forks & variants (3)

Find Docs has 3 known copies in the catalog totaling 206 installs. They canonicalize to this original listing.

How it compares

find-docs implements its own SKILL.md workflow rather than a generic substitute skill.

FAQ

Who is find-docs for?

Agents and developers following the find-docs SKILL.md guidance.

When should I use find-docs?

When user intent matches description triggers and quick start scenarios.

Is find-docs safe to install?

Review the Security Audits panel before production shell or network use.

Documentationdocsintegrations

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