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research
by memoer
⭐ 0🍴 0📅 2026年1月7日
SKILL.md
name: research description: Fetches latest documentation for programming libraries, frameworks, and tools. Use when studying current APIs, best practices, release notes, or feature updates. Triggers for requests like "What's new in React?", "Latest LangChain docs", "Current Docker best practices". allowed-tools: WebSearch, WebFetch, Read, Bash(mcp-cli:*)
Research Latest Documentation
Purpose
Fetch and summarize current documentation to support learning with up-to-date information.
When This Skill Activates
- "What's new in [library]?"
- "Latest docs for [framework]"
- "Current best practices for [tool]"
- "Check deprecations in [package]"
/research [topic]
Research Process
Step 1: Identify Sources
Use Context7 MCP (preferred) for official library docs:
mcp-cli call plugin_context7_context7/resolve-library-id '{"libraryName": "[library]"}'
mcp-cli call plugin_context7_context7/query-docs '{"context7LibraryId": "[id]", "topic": "[topic]"}'
Use WebSearch for:
- Release notes and changelogs
- Blog posts and tutorials
- Comparison articles
Step 2: Fetch Content
- Official documentation pages
- GitHub READMEs and release pages
- Authoritative blog posts
Step 3: Format Output
Always include in response:
### 🔍 Research Sources
**Last Updated:** [YYYY-MM-DD]
**Documentation Version:** [version if applicable]
**Sources:**
- [Source Title](URL) - Brief description
**Note:** Information accurate as of [date]. Check official docs for latest.
Tool Priority
| Priority | Tool | Best For |
|---|---|---|
| 1st | Context7 MCP | Official library docs, code examples |
| 2nd | WebSearch | Trends, comparisons, release notes |
| 3rd | WebFetch | Specific doc pages, GitHub READMEs |
Example Usage
User: "What's new in React 19?"
Process:
- Query Context7 for React documentation
- WebSearch for "React 19 release notes 2025"
- Summarize key features with version info
- Include source links
Popular Documentation Sources
| Library | Primary Source |
|---|---|
| React | react.dev |
| TypeScript | typescriptlang.org |
| Python | python.org/docs |
| LangChain | python.langchain.com |
| FastAPI | fastapi.tiangolo.com |
| Docker | docs.docker.com |
| Node.js | nodejs.org/docs |
スコア
総合スコア
35/100
リポジトリの品質指標に基づく評価
✓SKILL.md
SKILL.mdファイルが含まれている
+20
○LICENSE
ライセンスが設定されている
0/10
○説明文
100文字以上の説明がある
0/10
○人気
GitHub Stars 100以上
0/15
○最近の活動
3ヶ月以内に更新がある
0/10
○フォーク
10回以上フォークされている
0/5
✓Issue管理
オープンIssueが50未満
+5
○言語
プログラミング言語が設定されている
0/5
○タグ
1つ以上のタグが設定されている
0/5
レビュー
💬
レビュー機能は近日公開予定です