Deeply analyze codebase architecture and dependencies. Use when understanding system design, finding patterns, or mapping how components interact.
Validate Kubernetes, Terraform, Helm, GitHub Actions, and Docker configs. Use when user says "deploy check", "validate deployment", "check k8s", "validate infrastructure", "check…
Auto-fix issues found by code review in REVIEW.md. Spawns fixer agent, commits each fix atomically, produces REVIEW-FIX.md summary.
Effectue une revue de code approfondie en 3 passes successives pour optimiser et améliorer le code. Utiliser après les tests, quand on veut améliorer la qualité du code, ou avant…
Use Codemod CLI whenever the user wants to migrate, upgrade, update, or refactor a codebase in a repeatable way.
Develop and document a REST or GraphQL API. Use when the user wants to create an endpoint, a route, or structure an API.
Flutter development with Clean Architecture and BLoC. Trigger when the user wants to create widgets, screens, or Flutter features.
TDD development with Red-Green-Refactor cycle. Use to implement a feature by writing tests BEFORE the code.
Generate DOCX documents from pipeline results or structured data. Uses python-docx library for Word document generation.
Use when the user wants to set up Draftwise, scan a codebase for an overview, trace a specific flow through the code, draft a product spec from a feature idea, draft a technical…
Python 모듈 완성 시 대응하는 Jupyter Notebook을 자동 생성한다. AST 파싱으로 public API를 추출하고 사용 예시 템플릿을 제공한다. convention-jupyter-setup의 '모듈 완성 시 노트북 필수' 규칙을 자동화한다.
Use when assessing blast radius of changes, when understanding WHY code was written a certain way, when planning risky modifications, or when a refactor could have hidden side…
Multi-model deliberation via mumo's MCP server. Best for contested architecture/product decisions, design reviews, pressure-testing a pre-launch spec, resolving tradeoffs with…
Autonomous diagnosis and repair of failing CI/CD pipelines. Scan GitHub Actions workflows, identify failure causes, and apply fixes.
Deploy status across all projects. Shows ECS service versions, Vercel deployments, recent deploys, pending deploys, and CI/CD pipeline state.
Infrastructure as Code with Terraform/OpenTofu. Trigger to create modules, configure backends, write idiomatic HCL, or audit infrastructure.
Visual tests and browser debugging via Chrome. Use to test web pages, verify visual rendering, debug with the console, or automate browser actions.
Contract-first API 설계 에이전트. OpenAPI 3.1 스펙 생성, API 버전 간 Breaking Change 감지, REST 설계 패턴 (페이지네이션, 필터링, 에러 응답 RFC 7807) 적용, Mock 서버 설정, Contract Test 스텁 생성을 수행한다.
Audit a repo's test, lint, type-check, static analysis, build, and debug infrastructure for AI coding agents.
Распаковка и сборка бинарных файлов 1С (CF/CFE/EPF) через Python-утилиту v8unpack. Используй когда нужно распаковать конфигурацию, расширение или обработку в исходники, или…
Quick workflow for trivial changes (single-file fix, rename, typo). Skip the full Explore-Plan-TDD-Audit cycle.
This skill should be used when the user asks about OpenClaw configuration, troubleshooting, setup, architecture, or any OpenClaw question.
Use this skill whenever the user needs to manage VMs in VMware/vSphere/ESXi — it's the entry point for all VM operations.
Statistical experiment design and analysis capabilities for product experimentation
Master skill for Abaqus FEA scripting. Use for any finite element analysis, topology optimization, or Abaqus Python scripting task. Routes to appropriate specialized skills.
Use after implementing features - verifies each acceptance criterion with structured testing and posts verification reports to the GitHub issue
Use when configuring Docker environments for act, selecting runner images, managing container resources, or troubleshooting Docker-related issues with local GitHub Actions testing.
Use when testing GitHub Actions workflows locally with act. Covers act CLI usage, Docker configuration, debugging workflows, and troubleshooting common issues when running…
배포 후 문서 업데이트. 모든 프로젝트 문서를 읽고, diff와 대조하여 README/ARCHITECTURE/CONTRIBUTING/CLAUDE.md를 실제 코드와 일치시킵니다. CHANGELOG 문체 교정, TODO 정리, 버전 범프(선택).
Expert-level AI system design, MLOps, architecture patterns, and AI infrastructure
Expert-level AI implementation, deployment, LLM integration, and production AI systems
Process and generate multimedia content using Google Gemini API for better vision capabilities. Capabilities include analyze audio files (transcription with timestamps,…
AI-assisted UI generation patterns for json-render, v0.app, Google Stitch, Bolt Cloud, and Cursor workflows.
Use when creating custom Ameba rules for Crystal code analysis including rule development, AST traversal, issue reporting, and rule testing.
Use when implementing MVVM, clean architecture, dependency injection with Hilt, or structuring Android app layers.
Use when building modular Angular applications requiring dependency injection with providers, injectors, and services.
Use when handling async operations in Angular applications with observables, operators, and subjects.
Expert-level Ansible for configuration management, automation, and infrastructure as code
Expert-level API design principles, REST, GraphQL, versioning, and API best practices
Use when API code changes (routes, endpoints, schemas). Enforces Swagger/OpenAPI sync. Pauses work if documentation has drifted, triggering documentation-audit skill.
**API FIRST DESIGN**: 'API 만들어', 'API 설계', '엔드포인트', 'REST', 'Swagger', 'OpenAPI', 'DTO', 'CRUD' 요청 시 자동 발동. *.controller.ts/*.dto.ts/routes/** 파일 작업 시 자동 적용.
Expert in API integration with React Query, SWR, RTK Query, REST/GraphQL clients, WebSocket real-time, optimistic updates, caching strategies, and error handling
Full plan-to-merged-PR pipeline — 45 phases with convergence loops, Goldmask risk analysis, pre-ship validation, bot review integration, cross-model verification, and conditional…
Deploy ARC (Actions Runner Controller) infrastructure using Terraform on Rackspace Spot. Handles CRD registration, ArgoCD installation, and namespace management.
Use when an existing codebase needs an architecture review. Explores the codebase, generates current-state architecture diagrams using Mermaid.js, evaluates against architecture…
Use after superpowers:brainstorming approves a design spec and before writing-plans is invoked. Reviews the spec, generates architecture diagrams using Mermaid.js, evaluates…
Define a arquitetura limpa de projetos Laravel com Actions, DTOs, Policies e Service Layer. Use quando precisar organizar estrutura de diretórios, definir padrões arquiteturais,…
Proactive architecture improvement: find shallow modules, propose deepening opportunities, design conversation.
Automates architecture validation for Clean Architecture, Hexagonal, Layered, and MVC patterns. Detects layer boundary violations, dependency rule breaches, and architectural…
Validates Clean Architecture layer boundaries by detecting import violations across domain, application, infrastructure, and interfaces layers using grep-based analysis.
Detect Single Responsibility Principle (SRP) violations using multi-dimensional analysis. Use when reviewing code for "SRP", "single responsibility", "god class", "doing too…
Gestion du projet MyGGV GPS dans Archon. Utiliser pour la documentation, les tâches, la recherche dans la knowledge base (Supabase docs, MapLibre docs, etc.), et le suivi de…
Deploy and manage ArgoCD using the App-of-Apps pattern. Covers bootstrap Applications, ApplicationSets, and GitOps workflows.
Expert-level ArgoCD GitOps deployment, application management, sync strategies, and production operations
Automate container image updates for Kubernetes workloads managed by Argo CD. USE WHEN configuring ArgoCD Image Updater, setting up automatic image updates, configuring update…
Creates expert consultation documents with code extraction, git diffs, and size tracking (125KB limit).
Astro best practices, routing patterns, component architecture, and static site generation techniques.
Work with astronomical data using Astropy for FITS file I/O, coordinate transformations, physical units, precise time handling, and catalog operations.
Automates macOS apps via Apple Events using AppleScript (discovery), JXA (legacy), and PyXA (modern Python).
Full-stack software development agent for design, implementation, testing, and deployment. Use when the user explicitly asks for end-to-end project creation, feature development,…