context7-auto-research
This skill detects when you're asking about libraries, frameworks, APIs, or code examples and automatically retrieves up-to-date documentation from Context7 instead of relying on potentially outdated training data. It identifies the relevant library, searches Context7, and integrates current documentation into your response with practical code examples.
context7-auto-research automatically fetches current documentation from Context7 when you ask about libraries, frameworks, or APIs.
AI-generated summary based on this skill's SKILL.md
Decision gist · record as of 2026-04-21
context7-auto-research automatically fetches current documentation from Context7 when you ask about libraries, frameworks, or APIs. This skill detects when you're asking about libraries, frameworks, APIs, or code examples and automatically retrieves up-to-date documentation from Context7 instead of relying on potentially outdated training data. It identifies the relevant library, searches Context7, and integrates current documentation into your response with practical code examples.
Use it when
- context7-auto-research handles major JavaScript/TypeScript ecosystems including React, Next.js, Vue, Svelte, Astro, Express, Prisma.
- context7-auto-research automatically fetches live documentation from Context7 whenever you ask about setup, configuration.
Verify before relying
Read SKILL.md below before installing (5 files). Open directory: indexed for reading, not audited.
Install
BenedictKing/context7-auto-research/context7-auto-research · repository language: JavaScript
Open directory. Skills are indexed for reading, not audited. Review a skill's body before installing it.
Frequently asked questions
AI-generated answers based on this skill's SKILL.md and metadata
How do I use useEffect in React 19?
context7-auto-research detects your React 19 question, automatically fetches current documentation from Context7, and provides up-to-date useEffect patterns and code examples. Rather than relying on potentially outdated training data, the skill retrieves the latest React 19 API reference to show you correct syntax, hooks behavior, and best practices for your specific version.
What libraries and frameworks does context7-auto-research support?
context7-auto-research handles major JavaScript/TypeScript ecosystems including React, Next.js, Vue, Svelte, Astro, Express, Prisma, Drizzle ORM, Firebase, Supabase, Tailwind CSS, shadcn/ui, Clerk, TypeORM, and Remix. When you mention any supported library or framework, the skill automatically detects it and retrieves current documentation to provide accurate, version-specific guidance.
How does context7-auto-research keep code examples current?
context7-auto-research automatically fetches live documentation from Context7 whenever you ask about setup, configuration, or implementation details. Instead of generating code from training data that may be outdated, it resolves your specific library version and retrieves best-matching documentation sources by trust score, ensuring examples reflect current APIs and best practices.
Can context7-auto-research detect questions about library setup?
Yes. context7-auto-research proactively detects library and framework setup, configuration, and implementation questions—like 'configure Next.js 15 middleware' or 'how to install and configure Express'—and automatically triggers documentation research. This means you get current, accurate guidance without asking the skill to fetch docs explicitly.
Does context7-auto-research work with non-English queries?
Yes. context7-auto-research handles queries in multiple languages, including Chinese. Whether you ask '查看 React 文档' (view React docs) or '怎么配置 Next.js' (how to configure Next.js), the skill detects the library and retrieves current documentation to support your request in your preferred language.
How does context7-auto-research reduce token consumption?
context7-auto-research uses independent context for API calls via sub-skill delegation, minimizing token overhead. By fetching documentation separately and integrating only relevant results into your response, it avoids redundant processing and keeps your conversation efficient while maintaining access to current, authoritative library references.
SKILL.md
Rendered from the published skill. Quoted content, verbatim.
Context7 Auto Research Skill
This skill automatically fetches current documentation from Context7 API when detecting library/framework-related queries, ensuring responses use up-to-date information instead of potentially outdated training data.
Automatic Activation Triggers
This skill should activate proactively when the user's message contains:
Implementation Queries (实现相关)
- "如何实现" / "怎么写" / "怎么做"
- "How do I..." / "How to..." / "How can I..."
- "Show me how to..." / "Write code for..."
Configuration & Setup (配置相关)
- "配置" / "设置" / "安装"
- "configure" / "setup" / "install"
- "初始化" / "initialize"
Documentation Requests (文档相关)
- "文档" / "参考" / "API"
- "documentation" / "docs" / "reference"
- "查看" / "look up"
Library/Framework Mentions (库/框架提及)
- React, Vue, Angular, Svelte, Solid
- Next.js, Nuxt, Remix,
(truncated - see the full file via the links below)
File tree — 5 files
.claude/skills/context7-auto-research/.env.example
.claude/skills/context7-auto-research/.gitignore
.claude/skills/context7-auto-research/SKILL.md
.claude/skills/context7-auto-research/context7-api.cjs
.claude/skills/context7-auto-research/context7-fetcher.md
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