find-docs
Skill0 starsChanged 5 months agoMITView on GitHub
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.
- Reads credentials
- Installs packages
25 other projects use a version of this, 18 of them edited.
Adopted by
Most recently taken up by
- arthjean/skillsedited, first seen Nov 1, 2026
- jjsizemore/jjskillsedited, first seen Nov 1, 2026
- shubrt/skillsedited, first seen Oct 27, 2026
- lbdremy/phaxword for word, first seen Oct 20, 2026
- qu1r0ra/skillsedited, first seen Oct 20, 2026
- Enjoyoer/loadoutedited, first seen Oct 18, 2026
Used with
Projects with it also use context7-cli, context7-mcp and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
MohamedEssam0-0Skillcontext7-cli
Use the ctx7 CLI to fetch library documentation, manage AI coding skills, and configure Context7 MCP. Activate when the user mentions "ctx7" or "context7", needs current docs for any library, wants to install/search/generate skills, or needs to set up Context7 for their AI coding agent.
Also in 3 projects that use this
BhavinMSkillcontext7-mcp
Query up-to-date library and framework documentation via the Context7 MCP server. Use when user asks 'how does X work in Next.js?', 'show me the React docs for Y', 'what's the API for Supabase Z?', 'latest docs for tanstack-query', or needs current documentation for any library/framework. Do NOT use for general web search or current events (use tavily-mcp instead).
Also in 3 projects that use this
GoogleSkillcodebase-design
Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where a seam goes, make code more testable or AI-navigable, or when another skill needs the deep-module vocabulary.
Also in 5 projects that use this
GoogleSkillimprove-codebase-architecture
Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
Also in 6 projects that use this
AWSSkillwizard
Generate an interactive bash wizard that walks a human through steps only they can perform. Use when provisioning infrastructure, setting up credentials or CI secrets, walking an unfamiliar third-party dashboard, or running a one-off migration or cutover. Don't invoke this for steps the agent can perform itself.
Also in 3 projects that use this
VercelSkillfind-skills
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
Also in 5 projects that use this
- +3 more from google
Other versions25 projects use a version of this.
Word for word · 7
- aaronbrethorst/claude-skills★ 4100% same
- lbdremy/phax★ 2100% same
- aryaniyaps/dot-ai★ 1100% same
- beveradb/claude-code-config★ 1100% same
- azhou555/claude-skills★ 0100% same
- getlikeman/getlikemanAiFrontendDevelopmentConfig★ 0100% same
- J4NN0/skills★ 0100% same
Edited · 18
- upstash/context7★ 64k68% same
- oss-apps/split-pro★ 1.5k100% same
- mxyhi/ok-skills★ 51168% same
- sammcj/agentic-coding★ 16973% same
- zcaceres/skills★ 776% same
- assaf/expense★ 671% same
- arthjean/skills★ 395% same
- X-FRI/skills★ 293% same
- BGLuis/skills★ 187% same
- jd-solanki/krutrimbox★ 171% same
8 more not listed
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository11 other files it gives its agents.
- codex-execSkill
- cursor-agentSkill
- eval-loopSkill
- forgejoSkill
- harness-usageSkill
- llm-endpointSkill
- loopifySkill
- opencodeSkill
- scope-to-shipSkill
- track-usageSkill
- ultracode-external-agentsSkill
The file
We split this skill into the rules it gives an agent
11 rules. 8 are common, 1 is distinctive, and 2 are very specific to this project.
8
Common
Most of the 18 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 24
Make sure the CLI is up to date before running commands:
- Common: line 85
If multiple good matches exist, acknowledge this but proceed with the most relevant one
- Common: line 86
If no good matches exist, clearly state this and suggest query refinements
- Common: line 91
If the user mentions a specific version, use a version-specific library ID:
- Common: line 124
Use the user's full question as the query when possible, vague one-word queries return generic results.
- Common: line 142
If a command fails with a quota error ("Monthly quota reached" or "quota exceeded"):
- Common: line 145
If they cannot or choose not to authenticate, answer from training knowledge and clearly note it may be outdated
- Common: line 147
Do not silently fall back to training data — always tell the user why Context7 was not used.
- Very specific: line 152
Always run ctx7 library first — ctx7 docs react "hooks" will fail without a valid ID
- Very specific: line 153
Use descriptive queries, not single words — "React useEffect cleanup function" not "hooks"
- Common: line 154
Do not include sensitive information (API keys, passwords, credentials) in queries
“Common” is measured: kept by at least 6 in 10 of the 18 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
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@latestOr 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
- Analyze the query to understand what library/package the user is looking for
- 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)
- If multiple good matches exist, acknowledge this but proceed with the most relevant one
- If no good matches exist, clearly state this and suggest query refinements
- 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.
| Quality | Example |
| 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 loginError Handling
If a command fails with a quota error ("Monthly quota reached" or "quota exceeded"):
- Inform the user their Context7 quota is exhausted
- Suggest they authenticate for higher limits:
ctx7 login - 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/reactnotfacebook/react - Always run
ctx7 libraryfirst —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
Does it work?
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- It worked
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- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
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Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

