For architects

Post-ship documentation update. (gstack)

Systematic debugging with root cause investigation. (gstack)

Eng manager-mode plan review. (gstack)

Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax. Use when working with .md files in Obsidian, or when the user mentions wikilinks, callouts, frontmatter, tags, embeds, or Obsidian notes.

Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowcharts, or when the user mentions Canvas files in Obsidian.

Adds and updates TypeDoc (TSDoc) comments to TypeScript source files in the Medusa codebase. Covers HTTP types, API routes, UI components, data models, service interfaces, JS SDK methods, abstract providers, workflow SDK functions, core-flows workflows and steps, and events. Use when adding TSDoc comments to files in packages/core/types/src/http, packages/medusa/src/api, packages/design-system/ui/src/components, packages/modules/*/src/models, packages/core/types/src, packages/core/js-sdk/src, packages/core/utils/src, packages/core/workflows-sdk/src/utils/composer, packages/core/core-flows/src, or packages/core/utils/src/core-flows/events.ts.

Spec-driven planning for complex design tasks: when to plan, how to write specs as .ato files, and how to verify against requirements.

Authoritative ato authoring and review skill: language reference, stdlib, design patterns, and end-to-end board design workflow.

Have a focused discussion about a topic and reach a conclusion

Archive a completed change

Create a change proposal with all required artifacts

Implement or resume tasks from an OpenSpec change

Java 开发规范，包含命名约定、异常处理、Spring Boot 最佳实践等

Create a new NestJS module with repository, service, controller, schema, and Drizzle table definition. Use when adding new feature modules, API endpoints, or business domains.

MX Space project Zod schema patterns. Apply when creating DTOs, validation schemas, or handling request validation.

View and analyse Inspect evaluation log files using the Python API. Trigger whenever you need to look at a .eval file yourself without using pre-written scripts.

Crawl repository PRs, issues, and review comments to distill institutional knowledge into a shared knowledge base. Run periodically by "context agents" to maintain agent_artefacts/repo_context/REPO_CONTEXT.md. Trigger only on specific request.

Write an Architectural Decision Record (ADR) to document a significant design choice. Use when user asks to write/create/document an ADR, or to record an architectural decision.

Calculate volumes of geometric shapes for engineering design and mathematical analysis.

Use when the workflow hits contradictions, missing evidence, failed runs, design flaws, or resource shifts. Diagnose the failure class, choose the narrowest safe correction, and escalate to the user when the core plan changes.

Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.

Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.

Comprehensive molecular property analysis covering basic info, hydrophobicity, H-bonding, structural complexity, topology, drug-likeness, charge distribution, and complexity metrics.

Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.

Use when the Researcher must convert a confirmed scientific goal into a staged, executable research plan with role assignments, milestones, resources, checkpoints, and risk controls.

Propose a new change with all artifacts generated in one step. Use when the user wants to quickly describe what they want to build and get a complete proposal with design, specs, and tasks ready for implementation.

Calculate buoyancy forces and acceleration for fluid mechanics and hydrodynamics analysis.

Enter explore mode - think through ideas, investigate problems, clarify requirements

Archive a completed change in the experimental workflow

Implement tasks from an OpenSpec change (Experimental)

Propose a new change - create it and generate all artifacts in one step

Use the local InnoClaw CLI to run app workflows and Deep Research sessions from the terminal. Trigger when the user wants command-line control over this repository instead of only using the web UI.

Interactively triage the user's local engineering backlog file into GitHub issues. Use when the user wants to process their raw thought notes / ticket backlog into proper GitHub issues.

Write ratchet tests to prevent accumulation of code anti-patterns. Use when asked to create a "ratchet test" for tracking and preventing specific code patterns (e.g., TODO comments, inline imports, broad exception handling).

Fix a GitHub issue given its number or URL. Replicates the bug, finds root cause, implements a fix, and opens a PR.

Manage conversation threads (create, switch, update, delete, show)

Habilidad para crear plugins desde cero durante una sesión de Cowork. Se activa con solicitudes como 'crea un plugin,' 'desarrollo de plugin,' 'crear plugin,' etc. Genera archivos .plugin en modo Cowork.

Habilidad de flujo de trabajo para reproducir videos Remotion de calidad profesional a partir de videos de referencia. Se activa con 'Quiero recrear a partir de un video de referencia', 'Trazado de video', 'Quiero hacer un PV', 'Quiero crear un video Remotion basado en referencia'.

Flujo de trabajo de desarrollo guiado por pruebas con generación de pruebas, análisis de cobertura y soporte para múltiples frameworks

Habilidad para visualización de datos usando Python (matplotlib, seaborn, plotly). Se activa con solicitudes como 'crea un gráfico,' 'hacer una gráfica,' 'visualiza los datos,' etc. Incluye selección de gráficos, principios de diseño y consideraciones de accesibilidad.

Sub-agente para generar y editar banners, diagramas, diapositivas e imágenes. Usa la API de Generación de Imágenes de Gemini para generar diversos medios. Se activa con solicitudes como 'crear un banner', 'generar un diagrama', 'crear diapositivas', 'generar una imagen', etc.

Habilidad que agrega automáticamente anotaciones como recuadros rojos, flechas y globos de texto a capturas de pantalla. Se activa con solicitudes como 'Agregar anotaciones a la captura', 'Agregar flechas a la pantalla', 'Anotaciones para el manual'.

Agente de corrección de artículos en japonés. Verifica errores tipográficos, gramática, consistencia de expresiones y legibilidad, generando sugerencias de corrección como anotaciones en línea. Se activa con solicitudes como 'Corregir esto', 'Verificar el texto', 'Buscar errores tipográficos', 'Revisar el artículo'.

Habilidad para selección de pruebas estadísticas, verificación de supuestos, análisis de potencia e informes en formato APA. Se activa con solicitudes como 'Realizar análisis estadístico', 'Ejecutar prueba t', 'Elegir la prueba adecuada', etc.

Skill para crear gráficos y diagramas con matplotlib de Python. Compatible con salida PNG/PDF/SVG. Se activa con solicitudes como 'crear un gráfico', 'dibujar un diagrama', 'visualizar datos', 'matplotlib', etc.

Meta-habilidad para crear gráficos y figuras de calidad de publicación para envío a revistas. Se activa con solicitudes como 'Crear un gráfico para un artículo', 'Crear una figura para Nature', 'Visualización de calidad de publicación'.

Habilidad para generar diagramas, infografías e ilustraciones visuales a partir de texto usando la API de Generación de Imágenes de Gemini. Se activa con solicitudes como 'crea un diagrama,' 'genera una infografía,' 'ilustra este proceso,' etc.

Revisa la calidad de composiciones Remotion con una lista de verificación de 20 elementos. Se activa con solicitudes como 'revisión de video', 'motion review', 'verificación de calidad Remotion', etc.

Full lifecycle team skill — plan, develop, test, review in one coordinated session. Role-based architecture with coordinator-driven beat model. Triggers on "team lifecycle v4".

Iterative skill tuning via execute-evaluate-improve feedback loop. Uses ccw cli Claude to execute skill, Gemini to evaluate quality, and Agent to apply improvements. Iterates until quality threshold or max iterations. Triggers on "skill iter tune", "iterative skill tuning", "tune skill".

Universal team coordination skill with dynamic role generation. Uses team-worker agent architecture with role-spec files. Only coordinator is built-in -- all worker roles are generated at runtime as role-specs and spawned via team-worker agent. Beat/cadence model for orchestration. Triggers on "Team Coordinate ".

Unified team skill for tech debt identification and remediation. Scans codebase for tech debt, assesses severity, plans and executes fixes with validation. Uses team-worker agent architecture with roles/ for domain logic. Coordinator orchestrates pipeline, workers are team-worker agents. Triggers on "team tech debt".

Swarm intelligence team skill — ACO-driven multi-agent exploration with hybrid LLM coordinator + Python optimization controller. Coordinator generates swarm-config from user task, then runs K iterations of N parallel ants guided by pheromone state. Universal task space via config (nodes + scoring rule). Triggers on "team swarm", "swarm intelligence", "蚁群".

Meta-skill for designing orchestrator+phases structured workflow skills. Creates SKILL.md coordinator with progressive phase loading, TodoWrite patterns, and data flow. Triggers on "design workflow skill", "create workflow skill", "workflow skill designer".

Unified team skill for code review. 3-role pipeline: scanner, reviewer, fixer. Triggers on team-review.

Manifest-driven knowledge asset generator — converts any structured package into maestro knowhow + spec entries with ref linking. Triggers on "codify-to-knowhow", "style to knowhow", "知识固化".

Unified team skill for testing team. Progressive test coverage through Generator-Critic loops, shared memory, and dynamic layer selection. Triggers on "team testing".

Maestro Flow 命令帮助系统。搜索命令、浏览技能、工作流推荐、新手引导。Triggers on "maestro-help", "帮助", "命令", "怎么用", "skill", "workflow", "maestro 怎么用".

Lightweight session execution skill. Resumes existing team-coordinate sessions for pure execution via team-worker agents. No analysis, no role generation -- only loads and executes. Session path required. Triggers on "Team Executor".

Unified team skill for quality assurance. Full closed-loop QA combining issue discovery and software testing. Triggers on "team quality-assurance", "team qa".

Bump version, generate changelog, tag milestone

Use when a topic needs structured multi-dimensional investigation before planning or decision-making

Get alternative perspectives — review, challenge, or consult

Discover issues via multi-perspective analysis

Use after execution to evaluate code quality across correctness, security, performance, and architecture

Detect version, preview changes, apply workflow upgrades

Extract design patterns from code into specs and wiki

Extract knowledge from artifacts into wiki/spec/issues

Create, query, update, close, and link issues

Initialize specs from project structure

Use when creating, revising, or verifying an execution plan for a phase or task

Auto-route intent to optimal command chain