Provides overview of architecture documentation state.

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.

architecture-validate-architecture

architecture-validate-srp

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.

Expert knowledge for runtime validation in TypeScript using ArkType, a syntax-first validation library with TypeScript-like definitions, JIT compilation for 10x-100x performance over Zod, native recursion support, morphs for data transformation, and Standard Schema compatibility

Manage Arlo security cameras, video doorbell, and smart home security

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Complete visual content system. USE WHEN user wants to create visual content, illustrations, diagrams, OR mentions art, header images, visualizations, mermaid, flowchart, technical diagram, infographic, PAI icon, pack icon, or PAI pack icon.

Transform rough image generation prompts into consistent, effective art direction. Use when getting inconsistent results from AI image generators, need variations matching existing style, or translating vague ideas into precise prompts. Outputs structured prompts, negative prompts, and composition variants.

Generate professional article cover images as SVG files. Use when user wants to create cover/banner images for blog posts, technical articles, or documentation. Creates visually appealing covers with titles, diagrams, and tech-themed graphics.

Generates consistent, professional cover images for business/fiscal articles using Ideogram with standardized prompts and naming conventions. Use when creating new articles, updating missing covers, or maintaining visual consistency across the content library.

This skill analyzes article content in-depth and generates optimized, marketable titles in the format 'Title: Subtitle' (10-12 words maximum). The skill should be used when users request title optimization, title generation, or title improvement for articles, blog posts, or written content. It generates 5 title candidates using proven formulas, evaluates them against success criteria (clickability, SEO, clarity, emotional impact, memorability, shareability), and replaces the article's title with the winning candidate.

Structure and style guidance for law review articles

Generate technical articles and documentation using AI. Use for writing blog posts, documentation, and technical content.

Create tiered reports (micro/standard/comprehensive) based on task complexity. Tier 1 (200-500 words) for Level 1 tasks, Tier 2 (500-1500 words) for Level 2, Tier 3 (1500-5000 words) for Level 3 epics. Synthesizes agent outputs into concise, scannable reports without duplication. Uses density over volume, actionable over descriptive. Triggers ONLY after multi-agent completion (2+ agents) or complex investigations. NOT for single-agent trivial tasks.

artifact-collection