Skills/find-docs/SKILL.md
Retrieves up-to-date documentation, API references, and code examples for any developer technology. Use this skill whenever the user asks about, or when you need to lookup documentation or usage reference a specific library, framework, SDK, CLI tool, or cloud service - even if well-known as your training data may be outdated. Prefer this over web search for library documentation and API details.
npx skillsauth add sammcj/agentic-coding find-docsInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Retrieve current documentation and code examples for any library using the Context7 CLI.
Run the context7 CLI directly like so:
pnpx ctx7@latest <command>
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.
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.
Each result includes:
/org/project)/org/project/version.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.
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"
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).
Works without authentication. For higher rate limits:
# Option A: environment variable
export CONTEXT7_API_KEY=your_key
# Option B: OAuth login
ctx7 login
If a command fails with a quota error ("Monthly quota reached" or "quota exceeded"):
ctx7 loginDo not silently fall back to training data — always tell the user why Context7 was not used.
/ prefix — /facebook/react not facebook/reactctx7 library first — ctx7 docs react "hooks" will fail without a valid ID"React useEffect cleanup function" not "hooks"development
Use when answering questions from this machine-learning knowledge base. Triggers: questions about transformers, attention cost and efficiency, and long-context scaling; 'what do we know about attention', 'check the ML wiki'. Read-only querying of compiled knowledge; to add, update, supersede, lint, or audit, use the llm-wiki skill instead.
development
Use when building or maintaining a self-contained personal knowledge base (an LLM wiki) as plain markdown, optionally opened as an Obsidian vault. Triggers: ingesting sources into a wiki, querying wiki knowledge, linting wiki health, auditing article claims against their sources, superseding stale knowledge, 'add to wiki', or any mention of 'LLM wiki' or 'Karpathy wiki'.
tools
Provides guidance and tools for hardware design. Activate when using KiCAD, looking up electronic parts or designing PCBs.
testing
Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decisions crystallise.