Review software architecture for SOLID principles, design patterns, scalability, and maintainability. Use when evaluating system design or planning refactoring.

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.

提供系统架构设计、技术选型、架构审查和组件设计能力。当需要设计新系统、重构现有架构或进行架构审查时使用。

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.

Guide for extracting architectural diagrams, flowcharts, and sequence diagrams into a structured JSON format. Use this skill when you need to transform a visual or textual description of a system architecture or workflow into a clear, structured JSON representation.

architecture-validate-architecture

architecture-validate-layer-boundaries

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 a completed project to preserve its knowledge while cleaning up the Projects/ folder.

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.

Complete commit workflow - format, archive, update changelog, and commit in one operation.

Archives completed FABER workflow state and artifacts to cloud storage for historical tracking and analysis

Archive completed task/spec work to ./.gtd/archive/

Use when documents need filing with proper naming conventions (review-, analysis-, <author>-<year>- prefixes), INDEX.md needs updating, or navigation structures require maintenance

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.

Arena Allocator Pattern (C-Specific) pattern for C development

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)

Generates ArgoCD Application manifests following the App-of-Apps pattern.

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 tool for Kubernetes with repository management and application synchronization.

Analyze argument structure, identify logical gaps, suggest evidence needs, generate counterarguments, apply claim-evidence-warrant framework. Use when strengthening arguments, analyzing persuasive writing, checking logical validity, or when user asks to improve reasoning or logic.

I'm a specialized agent focused on strengthening the logic and persuasiveness of your arguments. I analyze argument structure, identify gaps, and suggest specific improvements.

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.

IMO Gold Medal level Lean4 theorem proving via Harmonic API

Test the Ark Dashboard UI with Playwright

Test Ark Dashboard with Playwright and create PRs with screenshots. Use when testing dashboard UI, taking screenshots for PRs, or reviewing dashboard changes.

Run Ark from cloned source using devspace

Build and debug ARKit features for visionOS, including ARKitSession setup, authorization, data providers (world tracking, plane detection, scene reconstruction, hand tracking), anchor processing, and RealityKit integration. Use when implementing ARKit workflows in immersive spaces or troubleshooting ARKit data access and provider behavior on visionOS.

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

Arm physical flight controller via MSP and download blackbox logs

Expert knowledge for using Azure Resource Manager (ARM) template functions, especially reference(), listKeys(), and resourceId() in subscription-level and nested deployments. Use when working with ARM templates, encountering template validation errors, or implementing cross-scope resource references.

This skill should be used when creating artistic icon variations from images. It generates 10 different greyscale icon styles from a single image source, automatically compressing to under 20KB with high contrast appearance. Supports both URL and local file inputs.

艺术风格主控 - 自动生成艺术风格提示词，支持水墨画、油画、超现实、插画等多种艺术风格

Creates compelling AI art prompts that capture concepts visually with proper style guidance.

Analyze blog posts and web articles by fetching content from URLs. Use when the user mentions blog post, article, Substack, Medium, web page, newsletter, or provides a URL to analyze.

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 generates professional article recommendations in three distinct versions (standard, concise, personal commentary) with both Chinese and English outputs, specifically designed for BestBlogs

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.

Edit and refine blog articles and technical posts to match a specific writing style. Use when editing markdown articles, blog posts, or technical writing. Applies conversational, direct, no-BS style with strict guidelines (no em dashes, no empty framing phrases). Best for technical content aimed at experienced developers.

Structure and style guidance for law review articles