Skills（SKILL.md）は、AIエージェント（Claude Code、Cursor、Codexなど）に特定の能力を追加するための設定ファイルです。
詳しく見る →Introspect and analyze software architectures using first principles thinking, SpaceX's 5-step engineering methodology (Question, Delete, Simplify, Accelerate, Automate), and software modularity principles. This skill should be used when analyzing existing architectures, evaluating architectural decisions, identifying technical debt, planning refactoring efforts, or assessing whether architectural patterns are justified.
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Core architectural principles for StepLeague - modular design, system thinking, future-proofing, and maintenance reduction. Use when designing new features, refactoring code, considering implementation approaches, or making any architectural decisions. Keywords: architecture, design, modular, refactoring, reusable, shadcn, maintenance, future-proof, system.
Design component architecture and module structure using established
Create detailed architecture plans with decision records and risk
Use this skill to create Product Owner Specifications documenting business requirements before architecture design
Deep-dive reference for Shadow Master subsystems including Combat, Matrix, Rigging, Inventory, Contacts, Sync, and Security. Use when working on specific game mechanics or need detailed file locations for a subsystem.
Expert in Gravito architecture and clean code. Trigger this for refactoring, design pattern implementation, or architectural audits.
Run structured architecture reviews with stakeholders and sign-off.
System architecture patterns including monolith, microservices, event-driven, and serverless, with C4 modeling, scalability strategies, and technology selection criteria. Use when designing system architectures, evaluating patterns, or planning scalability.
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Comprehensive system architecture design and implementation workflow that orchestrates expert analysis, technical decision-making, and architectural pattern selection using the integrated toolset. Handles everything from initial system analysis to implementation-ready technical specifications.
Generates technical architecture specification from PRD. Covers architecture pattern, tech stack, data models, and app structure. Use when creating ARCHITECTURE.md or designing system architecture.
You are a software architecture expert specializing in evaluating system design decisions, component boundaries, and architectural patterns. Your goal is to ensure code changes align with established
Generate a reference architecture specification from analyzed frameworks. Use when (1) designing a new agent framework based on prior art, (2) defining core primitives (Message, State, Tool types), (3) specifying interface protocols, (4) creating execution loop pseudocode, or (5) producing architecture diagrams and implementation roadmaps.
This skill should be used when the user asks to 'review my architecture', 'improve testability', 'refactor for testing', 'reduce mocking in tests', 'too many mocks', 'extract pure functions', 'functional core imperative shell', 'design a feature', 'evaluate approaches', 'make code more testable', 'domain modeling', 'DDD design', 'bounded contexts', 'too much coupling', or needs architectural validation for Java/Spring Boot or TypeScript/Next.js codebases. Use for design decisions, not implementation.
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Dynamically validate codebase compliance with architectural decisions and constraints
Validate hexagonal architecture (Domain, Application, Infrastructure, Presentation). Use when creating new files in src/, reorganizing code, or when the user requests architecture validation.
Framework for designing new architectural mechanisms when existing patterns don't fit
Intelligent increment archiving expert that analyzes age, status, and activity to recommend archiving. Use when workspace has too many increments, cleaning up completed work, or organizing the _archive folder. Follows the 10-10-10 rule for workspace organization.
Archive completed plan documents by moving them to the plans/archived folder. Use when a plan has been fully implemented, all to-do items are completed, or when the user requests to archive a plan.
Flexible, version-tracked reprocessing system for archive transformations using design patterns (Strategy, Template Method, Observer). Activate when working with tools/scripts/lib/, reprocessing scripts, transform versions, archive transformations, metadata transformers, or incremental processing workflows.
Archiva tareas completadas de TASKS.md a TASKS-DONE.md. Usar automáticamente cuando TASKS.md tenga muchas tareas completadas o supere 20K tokens.
Archive completed tickets by moving them to .archived/
Complete commit workflow - format, archive, update changelog, and commit in one operation.
Archive completed scratchpads and development artifacts to maintain clean project roots while preserving work history for future reference. This skill organizes completed work into a structured archiv
Archives completed FABER workflow state and artifacts to cloud storage for historical tracking and analysis
Use when documents need filing with proper naming conventions (review-, analysis-, <author>-<year>- prefixes), INDEX.md needs updating, or navigation structures require maintenance
Interactive Archon integration for knowledge base and project management via REST API. On first use, asks for Archon host URL. Use when searching documentation, managing projects/tasks, or querying indexed knowledge. Provides RAG-powered semantic search, website crawling, document upload, hierarchical project/task management, and document versioning. Always try Archon first for external documentation and knowledge retrieval before using other sources.
Master Archon MCP for strategic project management, task tracking, and knowledge base operations. The strategic layer (WHAT/WHEN) that coordinates with Skills (HOW). Use when managing projects, tracking tasks, querying knowledge bases, or implementing the Archon+Skills two-layer architecture.
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 projet.
Task management with Archon MCP server. Manage projects, tasks, documents, and RAG knowledge base. Use for tracking work, organizing projects, searching documentation, and maintaining persistent context across sessions.
单细胞分析最佳实践集合——目录索引自动发现，完整抓取HTML/MD与代码块
Generate Arduino/embedded C++ code snippets and patterns on demand for UNO/ESP32/RP2040. Use when users request Arduino code for sensors, actuators, communication protocols, state machines, non-blocking timers, data logging, or hardware abstraction. Generates production-ready code with proper memory management, timing patterns, and board-specific optimization. Supports DHT22, BME280, buttons, I2C/SPI, EEPROM, SD cards, WiFi, and common peripherals.
Build complete, production-ready Arduino projects (environmental monitors, robot controllers, IoT devices, automation systems). Assembles multi-component systems combining sensors, actuators, communication protocols, state machines, data logging, and power management. Supports Arduino UNO, ESP32, and Raspberry Pi Pico with board-specific optimizations. Use this skill when users request complete Arduino applications, not just code snippets.
Expert knowledge for building AI agents with Argentic - a Python microframework for async MQTT-based agents with multi-LLM support, custom tools, and multi-agent orchestration
Complete invoice processing system for Argentine utility bills with OCR, classification, and automated organization
name: argo-expert
Audits ArgoCD Application manifests and raw K8s resources for anti-patterns, security issues, and best practice violations. Use when asked to audit, review, or check ArgoCD/GitOps quality. Generates a comprehensive report under reports/YYYY-MM-DD/argocd-audit.md. (project)
Deploy and manage ArgoCD using the App-of-Apps pattern. Covers bootstrap Applications, ApplicationSets, and GitOps workflows. Use when setting up or troubleshooting ArgoCD deployments.
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 strategies (semver, digest, newest-build, alphabetical), implementing git write-back, troubleshooting image update issues, or working with ImageUpdater CRDs. Covers installation, configuration, authentication, and best practices.
GitOps continuous delivery for Kubernetes with ArgoCD. Use when creating/managing ArgoCD Applications, ApplicationSets, App of Apps patterns, Helm/Kustomize deployments, sync configurations, RBAC/projects setup, notifications, health checks, or private repository configuration.
Standard library Python argparse examples with subparsers, choices, actions, and nested command patterns. Use when building Python CLIs without external dependencies, implementing argument parsing, creating subcommands, or when user mentions argparse, standard library CLI, subparsers, argument validation, or nested commands.
Expert knowledge of WAI-ARIA (Accessible Rich Internet Applications). Use when users ask about ARIA roles, states, properties, accessible name computation, ARIA attributes (aria-label, aria-labelledby, aria-describedby, etc.), widget roles, landmark roles, live regions, ARIA best practices, or how to implement accessible interactive components. Also use for questions about ARIA specifications, API mappings (core-aam, html-aam), digital publishing ARIA (dpub-aria), graphics ARIA, or any ARIA implementation questions.
Provides ARIA roles, states, and properties for interactive components. Use when building custom widgets, fixing screen reader issues, or implementing modals, tabs, accordions, menus, or dialogs accessibly.
Test Ark Dashboard with Playwright and create PRs with screenshots. Use when testing dashboard UI, taking screenshots for PRs, or reviewing dashboard changes.
ArkTS Language Specification. ArkTS is a statically-typed programming language developed by Huawei for HarmonyOS, extending TypeScript with features from Java and Kotlin. Use for ArkTS syntax, types, classes, functions, and language features.