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Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use whe...
コンテキストウィンドウの制約内で情報を最適整理するためのスキル。 トークン計測、優先順位付け、圧縮、検証の一連フローを提供する。 Anchors: • High Performance Browser Networking / 適用: 計...
Query up-to-date library documentation and code examples before implementing features.
Fetch up-to-date library documentation using Context7 API. Use this skill when the user asks for docs, examples, or help...
Fetch up-to-date library documentation from Context7 API. Use when user asks "how do I use this library", "show me docs...
Search GitHub issues, pull requests, and discussions across any repository. Activates when researching external dependen...
Fetch up-to-date library documentation via Context7 API. Use PROACTIVELY when: (1) Working with ANY external library (Re...
Documentation lookup via Context7 REST API. Use when the user needs current library APIs, framework patterns, migration...
获取软件库、框架和工具的最新文档
Context7 MCP - Intelligent documentation search and context for any library
Automatically fetch latest library/framework documentation for Claude Code via Context7 API. Use when you need up-to-dat...
Automatically fetch latest library/framework documentation for Claude Code via Context7 API
Use the ctx7 CLI to fetch library documentation, manage AI coding skills, and configure Context7 MCP. Activate when the...
Fetch up-to-date library documentation from Context7. Use for getting code examples and API docs for any library.
Use this skill when working with any framework or library (React, Next.js, Vue, Astro, etc.) to fetch up-to-date documen...
Fetches up-to-date documentation for technologies used in the Personal AI Employee project via Context7 MCP server. Use...
Token-efficient library documentation fetcher using Context7 MCP with 86.8% token savings through intelligent shell pipe...
Deep library, dependency, framework, and API documentation research using Context7 MCP tools only. Use when you need up-...
To find the Context7-compatible library ID for a package or product name, resolve the library ID before querying docs un...
Access up-to-date, version-specific documentation and code examples from Context7. Use this skill to verify library and...
Automatically generates skills from Context7 MCP documentation responses
Use when managing Context7 CLI skills with npx ctx7 (search, install, list, remove, info).
This skill should be used when the user asks to "check documentation", "latest API", "library docs", "context7", or need...
Patterns for using Context7 MCP for library documentation (v2.25)
Coordinate context sweep before coding - gather relevant files, patterns, and tooling summaries. Use when preparing to i...
Write contextual commits that capture intent, decisions, and constraints alongside code changes. Use when committing cod...
Advanced contextual pattern recognition with project fingerprinting, semantic similarity analysis, and cross-domain patt...
Anthropic's Contextual Retrieval technique for improved RAG. Use when chunks lose context during retrieval, implementing...
Review pull requests for code quality, security vulnerabilities, best practices, and potential issues. Use when reviewin...
Design contingency module architectures for failure scenarios.
Guide for implementing continual learning in AI coding agents — hooks, memory scoping, reflection patterns. Use when set...
Continuation format reference for GSD sessions
Attach the newest context-transfer Markdown from the current project's ./.ccb/history/ into Claude using @file. Use when...