Source profileQuality 84/100Review permissions

mxyhi/ok-skills/find-docs/SKILL.md

find-docs

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

Source repository stars
458
Declared platforms
0
Static risk flags
1
Last source update
2026-07-31
Source checked
2026-08-04

Decision brief

What it does—and where it fits

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

Best for

    Not for

    • Library IDs require a / prefix — /facebook/react not facebook/react
    • Always run npx ctx7@latest library first — npx ctx7@latest docs react "hooks" will fail without a valid ID

    Compatibility matrix

    Platform support, with evidence labels

    PlatformStatusEvidenceWhat to check
    CodexNot declaredNo explicit evidencePortability before use
    Claude CodeNot declaredNo explicit evidencePortability before use
    CursorNot declaredNo explicit evidencePortability before use
    Gemini CLINot declaredNo explicit evidencePortability before use
    Open the compatibility checker

    Installation

    Inspect first. Install second.

    The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.

    Source-detected install commandSource
    npx skills add https://github.com/mxyhi/ok-skills --skill "find-docs"
    Safe inspection promptEditorial

    Inspect the Agent Skill "find-docs" from https://github.com/mxyhi/ok-skills/blob/b493166396eb6bf7694ec842fb2679014e26a7c4/find-docs/SKILL.md at commit b493166396eb6bf7694ec842fb2679014e26a7c4. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.

    Workflow

    What the source asks the agent to do

    1. 01

      Workflow

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

      Two-step process: resolve the library name to an ID, then query docs with that ID.
    2. 02

      Step 1: Resolve library ID

      Review the “Step 1: Resolve library ID” section in the pinned source before continuing.

      Review and apply the “Step 1: Resolve library ID” source section.
    3. 03

      Step 2: Query documentation

      Review the “Step 2: Query documentation” section in the pinned source before continuing.

      Review and apply the “Step 2: Query documentation” source section.
    4. 04

      Step 1: Resolve a Library

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

      Library ID — Context7-compatible identifier (format: /org/project)Name — Library or package nameDescription — Short summary
    5. 05

      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 wit…

      Analyze the query to understand what library/package the user is looking forSelect the most relevant match based on:Name similarity to the query (exact matches prioritized)

    Permission review

    Static risk signals and limitations

    Runs scripts

    medium · line 9

    The documentation asks the agent to run terminal commands or scripts.

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

    Runs scripts

    medium · line 10

    The documentation asks the agent to run terminal commands or scripts.

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

    Evidence record

    Why each signal appears

    EvidenceSourceComputedTestedEditorial
    SignalValueEvidence typeMeaning
    Quality score84/100ComputedDocumentation, specificity, maintenance, and trust rules
    Repository stars458SourceRepository attention, not individual Skill quality
    Compatibility0 platformsSourceDeclared in the catalog source record
    Usage guideautomated source guideEditorialGenerated or reviewed according to the visible evidence level

    Pinned source

    Provenance and original SKILL.md

    Repository
    mxyhi/ok-skills
    Skill path
    find-docs/SKILL.md
    Commit
    b493166396eb6bf7694ec842fb2679014e26a7c4
    License
    Apache-2.0
    Collected
    2026-08-04
    Default branch
    main
    View the original SKILL.md

    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 middleware"
    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/v14.3.0-canary.87 "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 /facebook/react "How to clean up useEffect with async operations"
    npx ctx7@latest docs /vercel/next.js "How to add authentication middleware to app router"
    npx ctx7@latest 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, 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.

    QualityExample
    Good"How to set up authentication with JWT in Express.js"
    Good"React useEffect cleanup function with async operations"
    Bad (too vague)"auth"
    Bad (too vague)"hooks"
    Bad (too broad)"routing and auth and caching in Next.js"

    Use the user's full question as the query when possible — vague one-word queries return generic results, and multi-topic queries dilute ranking and 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:

    # Option A: environment variable
    export CONTEXT7_API_KEY=your_key
    
    # Option B: OAuth login
    npx ctx7@latest 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: npx ctx7@latest 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 npx ctx7@latest library first — npx ctx7@latest docs react "hooks" will fail without a valid ID
    • Use descriptive queries, not single words — "React useEffect cleanup function" not "hooks"
    • One topic per query — split "routing and auth and caching" into a separate docs command per concept, unless the question is about how they interact
    • Do not include sensitive information (API keys, passwords, credentials) in queries

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