Create flexible annotation workflows for AI applications. Contains common tools to explore raw ai agent logs/transcripts, extract out relevant evaluation data, and llm-as-a-judge creation.
EnglishTurn a vague project urge into one real wedge with one real user, one first artifact, and one path to proof. Heavy on specificity, short questioning, and anti-theater discipline.
EnglishPerforms thorough deep research on any topic using web search, Context7 docs, and GitHub CLI. Saves structured results to docs/ directory. Use when the user asks to research, investigate, or gather comprehensive information on a topic. Triggers on: "조사해줘", "찾아줘", "알아봐", "리서치", "deepresearch", or any request for in-depth information gathering about a technology, library, framework, concept, or trend.
EnglishUse when generating jokes or humor from a thesis, article, situation, or topic. Trigger on 'ftip', 'joke', 'make it funny', 'vtip', 'humor'. Do NOT use for creative writing or satire articles.
EnglishUse when executing a multi-step workflow that crosses MCP servers (e.g., GitHub PR → memory write, Calendar event → fetch context → prep brief). Trigger on 'mcp-flow', 'run flow ', 'cross-tool flow', 'propaguj přes nástroje'. Do NOT use for single-MCP operations (call the tool directly), or for code execution flows (use /orchestrate).
English하네스를 구성합니다. 전문 에이전트를 정의하며, 해당 에이전트가 사용할 스킬을 생성하는 메타 스킬. (1) '하네스 구성해줘', '하네스 구축해줘' 요청 시, (2) '하네스 설계', '하네스 엔지니어링' 요청 시, (3) 새로운 도메인/프로젝트에 대한 하네스 기반 자동화 체계를 구축할 때, (4) 하네스 구성을 재구성하거나 확장할 때, (5) '하네스 점검', '하네스 감사', '하네스 현황', '에이전트/스킬 동기화' 등 기존 하네스 운영/유지보수 요청 시 사용.
KoreanBrainstorma receptidéer, föreslå kompletta recept på svenska och spara nya recept till SQLite-databasen. Triggas när användaren vill ha receptförslag, matinspiration, middagstips, eller spara ett nytt recept. Nyckelord: recept, middag, mat, laga, ingredienser, spara recept, push, brainstorm. För att redigera/uppdatera/justera ett befintligt recept — använd skillen edit-recipe istället.
Swedish
AGENT SKILLS ATLASIncludes Build Project, Deepresearch, 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
Annotate
Create flexible annotation workflows for AI applications. Contains common tools to explore raw ai agent logs/transcripts, extract out relevant evaluation data, and llm-as-a-judge creation.
Build Project
Turn a vague project urge into one real wedge with one real user, one first artifact, and one path to proof. Heavy on specificity, short questioning, and anti-theater discipline.
Deepresearch
Performs thorough deep research on any topic using web search, Context7 docs, and GitHub CLI. Saves structured results to docs/ directory. Use when the user asks to research, investigate, or gather comprehensive information on a topic. Triggers on: "조사해줘", "찾아줘", "알아봐", "리서치", "deepresearch", or any request for in-depth information gathering about a technology, library, framework, concept, or trend.
Ftip
Use when generating jokes or humor from a thesis, article, situation, or topic. Trigger on 'ftip', 'joke', 'make it funny', 'vtip', 'humor'. Do NOT use for creative writing or satire articles.
MCP Flow
Use when executing a multi-step workflow that crosses MCP servers (e.g., GitHub PR → memory write, Calendar event → fetch context → prep brief). Trigger on 'mcp-flow', 'run flow ', 'cross-tool flow', 'propaguj přes nástroje'. Do NOT use for single-MCP operations (call the tool directly), or for code execution flows (use /orchestrate).
Harness
하네스를 구성합니다. 전문 에이전트를 정의하며, 해당 에이전트가 사용할 스킬을 생성하는 메타 스킬. (1) '하네스 구성해줘', '하네스 구축해줘' 요청 시, (2) '하네스 설계', '하네스 엔지니어링' 요청 시, (3) 새로운 도메인/프로젝트에 대한 하네스 기반 자동화 체계를 구축할 때, (4) 하네스 구성을 재구성하거나 확장할 때, (5) '하네스 점검', '하네스 감사', '하네스 현황', '에이전트/스킬 동기화' 등 기존 하네스 운영/유지보수 요청 시 사용.
Recipe
Brainstorma receptidéer, föreslå kompletta recept på svenska och spara nya recept till SQLite-databasen. Triggas när användaren vill ha receptförslag, matinspiration, middagstips, eller spara ett nytt recept. Nyckelord: recept, middag, mat, laga, ingredienser, spara recept, push, brainstorm. För att redigera/uppdatera/justera ett befintligt recept — använd skillen edit-recipe istället.
Quick start
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After installation, start with a request like:
Use the Annotate skill to help with my task.
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