Long context optimization with self-editing — extract key information, compress, summarize, and auto-prune stale context using the H2O + Context-1 patterns. Use this whenever documents are too long, the context window is running low, you need to synthesize multiple files, or accumulated tool results are polluting the context. Triggers immediately on 'compress this', 'summarize this', 'document is too long', 'context overflow', 'clean up context', 'prune context', '컨텍스트 정리'. Triggers on /compress, /prune.
EnglishSets up Agent Teams governance (team-lead + architecture/qa/design leads) for large projects, or a Mini-PRD for small ones. Use this skill at project kickoff, whenever a team structure is needed, or on requests like "set up governance", "configure project team", or "create agent team" — do not skip it.
EnglishCapture durable knowledge from the current work session into Memento Vault. Use when the user asks to remember, save, capture, or record decisions, discoveries, bug fixes, or reusable patterns.
EnglishClaude + Gemini CLI + Codex CLI multi-AI consensus engine. 3-Stage Pipeline (opinions → rebuttal → synthesis) drives consensus across domains: code review, market analysis, investment diligence, risk assessment, and more.
EnglishRoutes each agent role to the optimal AI model (Claude/Gemini/Codex) and executes it. Automatically assigns Codex for code writing, Gemini for design, and Claude for planning and orchestration. Use this skill whenever you see "use Codex for code", "use Gemini for design", "use a different AI", or "model routing" requests. Triggers on /multi-ai-run.
EnglishInternal quality audit skill with planning, execution, findings documentation, and corrective action…
EnglishInteractively scaffolds a TASKS.md file from scratch. Use this at project start, whenever TASKS.md is missing, or whenever task structure is needed. Invoke immediately on "create tasks", "generate TASKS.md", "start project", or "organize to-dos" requests. Runs standalone. Triggered by /tasks-init.
EnglishConsolidates legacy task files (docs/planning/06-tasks.md, etc.) into the root TASKS.md. Use this whenever task files are scattered across multiple locations. Invoke immediately on "migrate tasks", "move 06-tasks to TASKS", or "consolidate tasks" requests.
EnglishUnified orchestration engine with 3 modes: team (Agent Teams API, 3-level hierarchy), auto (direct Task dispatch, worktree-based phases), and thin (ultra-minimal context for 50-200 tasks). Use this skill for any multi-task project execution — it auto-selects the right mode based on task count and infrastructure. Triggers on /team-orchestrate, /auto-orchestrate, /orchestrate, '에이전트 팀 실행', '오케스트레이트', '자동 실행', '완전 자동화', and any request to execute TASKS.md at scale.
EnglishFile-based control plane that observes, explains, and controls the AI coding process. /whitebox is the sole product boundary — launch|status|explain|health|approvals expose run start, current state, intervention triggers, linked DEC evidence, approval control, and execution environment health. Use this to see what is running, why something is blocked, and to approve or reject gates.
Englishcmux 창 분할 기반 멀티-AI 합의 리뷰 엔진. 동일 워크스페이스에서 Gemini/Codex 패널을 나란히 분할해 3-Stage 파이프라인(의견 → 반론 → 합성)을 진짜 병렬로 실행합니다. multi-ai-review의 순차 실행 대신 두 AI가 동시에 리뷰하는 것을 실시간으로 볼 수 있음. "/cmux-ai-review", "cmux 코드 리뷰", "AI 패널 리뷰", "병렬 리뷰" 등 cmux 환경에서 여러 AI의 동시 리뷰가 필요한 요청이라면 반드시 이 스킬을 사용하세요.
Koreancmux 창 분할 기반 멀티-AI 병렬 태스크 실행. 동일 워크스페이스에서 Codex(코드)/Gemini(디자인)/Claude(계획)를 패널로 분할해 동시에 실행합니다. multi-ai-run의 순차 실행과 달리 진짜 병렬. "/cmux-ai-run", "cmux로 AI 분업", "창 분할 병렬 실행", "codex gemini 동시 실행" 등 cmux 환경에서 여러 AI를 동시에 돌리고 싶은 요청이라면 반드시 이 스킬을 사용하세요.
Koreancmux 기반 멀티-AI 팀 오케스트레이션. cmux 워크스페이스에 Claude/Gemini/Codex를 독립 프로세스로 배치해 물리적 다중 레벨 팀을 구성합니다. Agent Teams API 없이 진짜 병렬 실행. 이기종 AI 팀 구성, 사이드바 실시간 모니터링, 동적 팀 확장/축소 지원. "/cmux-orchestrate", "cmux로 팀 실행", "멀티 AI 팀", "gemini codex claude 병렬 실행" 등 cmux 환경에서 여러 AI를 팀으로 구성하는 요청이라면 반드시 이 스킬을 사용하세요.
KoreanSI 프로젝트 요구사항 공학 스킬. 소크라테스식 요구사항 수집 → 도메인별 체크리스트 검증 → 산출물 자동 생성(요구사항분석서/기능정의서/화면정의서/추적표) → 변경 영향 분석. 대시보드 연동으로 고객 공유 지원.
Korean
AGENT SKILLS ATLASIncludes Context Optimize, Governance Setup, Multi AI Review, 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
Context Optimize
Long context optimization with self-editing — extract key information, compress, summarize, and auto-prune stale context using the H2O + Context-1 patterns. Use this whenever documents are too long, the context window is running low, you need to synthesize multiple files, or accumulated tool results are polluting the context. Triggers immediately on 'compress this', 'summarize this', 'document is too long', 'context overflow', 'clean up context', 'prune context', '컨텍스트 정리'. Triggers on /compress, /prune.
Governance Setup
Sets up Agent Teams governance (team-lead + architecture/qa/design leads) for large projects, or a Mini-PRD for small ones. Use this skill at project kickoff, whenever a team structure is needed, or on requests like "set up governance", "configure project team", or "create agent team" — do not skip it.
Memento
Capture durable knowledge from the current work session into Memento Vault. Use when the user asks to remember, save, capture, or record decisions, discoveries, bug fixes, or reusable patterns.
Multi AI Review
Claude + Gemini CLI + Codex CLI multi-AI consensus engine. 3-Stage Pipeline (opinions → rebuttal → synthesis) drives consensus across domains: code review, market analysis, investment diligence, risk assessment, and more.
Multi AI Run
Routes each agent role to the optimal AI model (Claude/Gemini/Codex) and executes it. Automatically assigns Codex for code writing, Gemini for design, and Claude for planning and orchestration. Use this skill whenever you see "use Codex for code", "use Gemini for design", "use a different AI", or "model routing" requests. Triggers on /multi-ai-run.
Quality Auditor
Internal quality audit skill with planning, execution, findings documentation, and corrective action tracking
Tasks Init
Interactively scaffolds a TASKS.md file from scratch. Use this at project start, whenever TASKS.md is missing, or whenever task structure is needed. Invoke immediately on "create tasks", "generate TASKS.md", "start project", or "organize to-dos" requests. Runs standalone. Triggered by /tasks-init.
Tasks Migrate
Consolidates legacy task files (docs/planning/06-tasks.md, etc.) into the root TASKS.md. Use this whenever task files are scattered across multiple locations. Invoke immediately on "migrate tasks", "move 06-tasks to TASKS", or "consolidate tasks" requests.
Team Orchestrate
Unified orchestration engine with 3 modes: team (Agent Teams API, 3-level hierarchy), auto (direct Task dispatch, worktree-based phases), and thin (ultra-minimal context for 50-200 tasks). Use this skill for any multi-task project execution — it auto-selects the right mode based on task count and infrastructure. Triggers on /team-orchestrate, /auto-orchestrate, /orchestrate, '에이전트 팀 실행', '오케스트레이트', '자동 실행', '완전 자동화', and any request to execute TASKS.md at scale.
Whitebox
File-based control plane that observes, explains, and controls the AI coding process. /whitebox is the sole product boundary — launch|status|explain|health|approvals expose run start, current state, intervention triggers, linked DEC evidence, approval control, and execution environment health. Use this to see what is running, why something is blocked, and to approve or reject gates.
Cmux AI Review
cmux 창 분할 기반 멀티-AI 합의 리뷰 엔진. 동일 워크스페이스에서 Gemini/Codex 패널을 나란히 분할해 3-Stage 파이프라인(의견 → 반론 → 합성)을 진짜 병렬로 실행합니다. multi-ai-review의 순차 실행 대신 두 AI가 동시에 리뷰하는 것을 실시간으로 볼 수 있음. "/cmux-ai-review", "cmux 코드 리뷰", "AI 패널 리뷰", "병렬 리뷰" 등 cmux 환경에서 여러 AI의 동시 리뷰가 필요한 요청이라면 반드시 이 스킬을 사용하세요.
Cmux AI Run
cmux 창 분할 기반 멀티-AI 병렬 태스크 실행. 동일 워크스페이스에서 Codex(코드)/Gemini(디자인)/Claude(계획)를 패널로 분할해 동시에 실행합니다. multi-ai-run의 순차 실행과 달리 진짜 병렬. "/cmux-ai-run", "cmux로 AI 분업", "창 분할 병렬 실행", "codex gemini 동시 실행" 등 cmux 환경에서 여러 AI를 동시에 돌리고 싶은 요청이라면 반드시 이 스킬을 사용하세요.
Cmux Orchestrate
cmux 기반 멀티-AI 팀 오케스트레이션. cmux 워크스페이스에 Claude/Gemini/Codex를 독립 프로세스로 배치해 물리적 다중 레벨 팀을 구성합니다. Agent Teams API 없이 진짜 병렬 실행. 이기종 AI 팀 구성, 사이드바 실시간 모니터링, 동적 팀 확장/축소 지원. "/cmux-orchestrate", "cmux로 팀 실행", "멀티 AI 팀", "gemini codex claude 병렬 실행" 등 cmux 환경에서 여러 AI를 팀으로 구성하는 요청이라면 반드시 이 스킬을 사용하세요.
Si Planning
SI 프로젝트 요구사항 공학 스킬. 소크라테스식 요구사항 수집 → 도메인별 체크리스트 검증 → 산출물 자동 생성(요구사항분석서/기능정의서/화면정의서/추적표) → 변경 영향 분석. 대시보드 연동으로 고객 공유 지원.
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 Context Optimize 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.