API/SDK documentation fetcher via Context Hub MCP + web fallback. Triggers on "API docs", "SDK docs", "docs for X", "how to use X", "documentation", "API reference", "API 문서", "라이브러리 사용법", "패키지 문서" and similar. Uses chub MCP tools (chubsearch, chubget) for curated registry access. Falls back to web search when unavailable. Progressive Disclosure with memory caching, persistent annotations, quality feedback, and knowledge graph linking.
EnglishUse after completing a refactor, implementing a major feature, or when skills may be outdated. Analyzes code changes, identifies affected skills, and proposes updates to keep team knowledge current. Also use when you notice a skill contains outdated patterns. Ask clarifying questions if changes are confusing.
EnglishSelf-optimization loop that analyzes system performance, identifies failure patterns, and improves skill prompts autonomously. Triggers on "자기 최적화", "self-optimize", "시스템 개선", "성능 분석", "optimize yourself", "improve yourself", "evolve", "자가 개선", "스스로 개선해" and similar requests. Also runs weekly via cron. Reads error/success logs from memory, identifies weak skills, rewrites prompts, commits changes, and tracks improvement over time. Includes automatic rollback if metrics worsen.
EnglishUse when the user asks about past sessions, session history, what was worked on previously, previous conversations, or wants context from prior Claude Code sessions in this project. Also use when the user wants to resume a past session or review what happened in earlier chats.
English
AGENT SKILLS ATLASIncludes Doc Fetcher, Knowledge Sync, Self Optimize, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Doc Fetcher
API/SDK documentation fetcher via Context Hub MCP + web fallback. Triggers on "API docs", "SDK docs", "docs for X", "how to use X", "documentation", "API reference", "API 문서", "라이브러리 사용법", "패키지 문서" and similar. Uses chub MCP tools (chubsearch, chubget) for curated registry access. Falls back to web search when unavailable. Progressive Disclosure with memory caching, persistent annotations, quality feedback, and knowledge graph linking.
Knowledge Sync
Use after completing a refactor, implementing a major feature, or when skills may be outdated. Analyzes code changes, identifies affected skills, and proposes updates to keep team knowledge current. Also use when you notice a skill contains outdated patterns. Ask clarifying questions if changes are confusing.
Self Optimize
Self-optimization loop that analyzes system performance, identifies failure patterns, and improves skill prompts autonomously. Triggers on "자기 최적화", "self-optimize", "시스템 개선", "성능 분석", "optimize yourself", "improve yourself", "evolve", "자가 개선", "스스로 개선해" and similar requests. Also runs weekly via cron. Reads error/success logs from memory, identifies weak skills, rewrites prompts, commits changes, and tracks improvement over time. Includes automatic rollback if metrics worsen.
Session Tracker
Use when the user asks about past sessions, session history, what was worked on previously, previous conversations, or wants context from prior Claude Code sessions in this project. Also use when the user wants to resume a past session or review what happened in earlier chats.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Doc Fetcher skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: MIT. The author’s terms apply.