Deeply analyze codebase architecture and dependencies. Use when understanding system design, finding patterns, or mapping how components interact.
Score 95/100
Validate Kubernetes, Terraform, Helm, GitHub Actions, and Docker configs. Use when user says "deploy check", "validate deployment", "check k8s", "validate infrastructure", "check…
Score 95/100
Auto-fix issues found by code review in REVIEW.md. Spawns fixer agent, commits each fix atomically, produces REVIEW-FIX.md summary.
Score 95/100
Use Codemod CLI whenever the user wants to migrate, upgrade, update, or refactor a codebase in a repeatable way.
Score 95/100
Generate DOCX documents from pipeline results or structured data. Uses python-docx library for Word document generation.
Score 95/100
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…
Score 95/100
Deploy status across all projects. Shows ECS service versions, Vercel deployments, recent deploys, pending deploys, and CI/CD pipeline state.
Score 95/100
Audit a repo's test, lint, type-check, static analysis, build, and debug infrastructure for AI coding agents.
Score 95/100
This skill should be used when the user asks about OpenClaw configuration, troubleshooting, setup, architecture, or any OpenClaw question.
Score 90/100
Use this skill whenever the user needs to manage VMs in VMware/vSphere/ESXi — it's the entry point for all VM operations.
Score 90/100
Statistical experiment design and analysis capabilities for product experimentation
Score 85/100
Master skill for Abaqus FEA scripting. Use for any finite element analysis, topology optimization, or Abaqus Python scripting task. Routes to appropriate specialized skills.
Score 85/100
Use after implementing features - verifies each acceptance criterion with structured testing and posts verification reports to the GitHub issue
Score 85/100
Use when configuring Docker environments for act, selecting runner images, managing container resources, or troubleshooting Docker-related issues with local GitHub Actions testing.
Score 85/100
Use when testing GitHub Actions workflows locally with act. Covers act CLI usage, Docker configuration, debugging workflows, and troubleshooting common issues when running…
Score 85/100
Expert-level AI system design, MLOps, architecture patterns, and AI infrastructure
Score 85/100
Expert-level AI implementation, deployment, LLM integration, and production AI systems
Score 85/100
Process and generate multimedia content using Google Gemini API for better vision capabilities. Capabilities include analyze audio files (transcription with timestamps,…
Score 85/100
AI-assisted UI generation patterns for json-render, v0.app, Google Stitch, Bolt Cloud, and Cursor workflows.
Score 85/100
Use when creating custom Ameba rules for Crystal code analysis including rule development, AST traversal, issue reporting, and rule testing.
Score 85/100
Use when implementing MVVM, clean architecture, dependency injection with Hilt, or structuring Android app layers.
Score 85/100
Use when building modular Angular applications requiring dependency injection with providers, injectors, and services.
Score 85/100
Use when handling async operations in Angular applications with observables, operators, and subjects.
Score 85/100
Expert-level Ansible for configuration management, automation, and infrastructure as code
Score 85/100
Expert-level API design principles, REST, GraphQL, versioning, and API best practices
Score 85/100
Use when API code changes (routes, endpoints, schemas). Enforces Swagger/OpenAPI sync. Pauses work if documentation has drifted, triggering documentation-audit skill.
Score 85/100
**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.
Score 85/100
Expert in API integration with React Query, SWR, RTK Query, REST/GraphQL clients, WebSocket real-time, optimistic updates, caching strategies, and error handling
Score 85/100
Deploy ARC (Actions Runner Controller) infrastructure using Terraform on Rackspace Spot. Handles CRD registration, ArgoCD installation, and namespace management.
Score 85/100
Use when an existing codebase needs an architecture review. Explores the codebase, generates current-state architecture diagrams using Mermaid.js, evaluates against architecture…
Score 85/100
Use after superpowers:brainstorming approves a design spec and before writing-plans is invoked. Reviews the spec, generates architecture diagrams using Mermaid.js, evaluates…
Score 85/100
Proactive architecture improvement: find shallow modules, propose deepening opportunities, design conversation.
Score 85/100
Automates architecture validation for Clean Architecture, Hexagonal, Layered, and MVC patterns. Detects layer boundary violations, dependency rule breaches, and architectural…
Score 85/100
Validates Clean Architecture layer boundaries by detecting import violations across domain, application, infrastructure, and interfaces layers using grep-based analysis.
Score 85/100
Detect Single Responsibility Principle (SRP) violations using multi-dimensional analysis. Use when reviewing code for "SRP", "single responsibility", "god class", "doing too…
Score 85/100
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…
Score 85/100
Deploy and manage ArgoCD using the App-of-Apps pattern. Covers bootstrap Applications, ApplicationSets, and GitOps workflows.
Score 85/100
Expert-level ArgoCD GitOps deployment, application management, sync strategies, and production operations
Score 85/100
Automate container image updates for Kubernetes workloads managed by Argo CD. USE WHEN configuring ArgoCD Image Updater, setting up automatic image updates, configuring update…
Score 85/100
Creates expert consultation documents with code extraction, git diffs, and size tracking (125KB limit).
Score 85/100
Astro best practices, routing patterns, component architecture, and static site generation techniques.
Score 85/100
Work with astronomical data using Astropy for FITS file I/O, coordinate transformations, physical units, precise time handling, and catalog operations.
Score 85/100
Automates macOS apps via Apple Events using AppleScript (discovery), JXA (legacy), and PyXA (modern Python).
Score 85/100
AWS Bedrock AgentCore comprehensive expert for deploying and managing AI agents at scale. Use when working with any AgentCore service including Gateway, Runtime, Memory, Identity,…
Score 85/100
Expert guidance for deploying and managing applications across AWS and Azure cloud platforms. Use when deploying to AWS, Azure, managing cloud infrastructure, or implementing…
Score 85/100
AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. Use when creating CDK stacks, defining CDK constructs, implementing infrastructure…
Score 85/100
AWS-specific infrastructure and services expertise for cloud operations and architecture
Score 85/100
AWS cost optimization, monitoring, and operational excellence expert. Use when analyzing AWS bills, estimating costs, setting up CloudWatch alarms, querying logs, auditing…
Score 85/100
AWS Bedrock AgentCore comprehensive expert for deploying and managing all AgentCore services. Use when working with Gateway, Runtime, Memory, Identity, or any AgentCore component.
Score 85/100
AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. Use when creating CDK stacks, defining CDK constructs, implementing infrastructure…
Score 85/100
AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or async…
Score 85/100
Expert-level AWS cloud architecture, services, security, cost optimization, and best practices
Score 85/100
Configure AWS MCP servers for documentation search and API access. Use when setting up AWS MCP, configuring AWS documentation tools, troubleshooting MCP connectivity, or when user…
Score 85/100
AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or async…
Score 85/100
Azure-specific infrastructure and services expertise for cloud operations and architecture
Score 85/100
Comprehensive Azure DevOps REST API skill for work items, pipelines, repos, test plans, wikis, and search operations via MCP tools and direct API calls
Score 85/100
Unified backend development skill covering API design (REST/GraphQL/tRPC), TypeScript expertise, data analysis, and code optimization principles.
Score 85/100
Use when facilitating BDD collaboration between developers, testers, and business stakeholders. Use when running discovery workshops and example mapping sessions.
Score 85/100
Use when applying Behavior-Driven Development patterns including Given-When-Then structure, feature files, and acceptance criteria.
Score 85/100
Use when writing effective BDD scenarios including acceptance criteria, edge cases, and scenario organization. Use when defining behavior specifications.
Score 85/100