archon

Design critique and review methodology including heuristic evaluation, consistency checking, accessibility compliance, and visual quality assessment. Use when reviewing design artifacts, evaluating UI quality, or auditing design compliance.

Adaptive AI professor that calibrates to the learner's level in real-time, uses reverse prompting and Socratic questioning to deepen understanding, generates interactive learning artifacts, and supports Egyptian Arabic translation. Use when teaching, explaining, tutoring, or when the user says 'teach me', 'explain this', 'help me understand', 'I don't get it', 'quiz me', 'reverse prompt me', 'translate to arabic', 'اشرحلي', 'فهمني', or any variation of requesting explanation, learning, or educational content.

Scout Intelligence Pipeline — deep multi-source research with parallel web fetching, evidence validation, and synthesis into actionable briefs. Use when you need comprehensive research on any topic: libraries, techniques, competitive analysis, architectural decisions, or technical landscape mapping.

Astro 5/6 islands architecture expert with multi-framework selection (React, Svelte, Vue, SolidJS). Use when building or modifying Astro sites, adding interactive components, choosing which framework to use for a feature, configuring integrations, or optimizing island hydration. Also use when consulting Astro docs via the astro-docs MCP server.

Backend API design, database architecture, microservices patterns, and test-driven development. Use for designing APIs, database schemas, or backend system architecture.

Best practices for Capacitor app development including project structure, plugin usage, performance optimization, security, and deployment. Use this skill when reviewing Capacitor code, setting up new projects, or optimizing existing apps.

Turn any codebase into a beautiful, interactive single-page HTML course that teaches how the code works to non-technical people. Use this skill whenever someone wants to create an interactive course, tutorial, or educational walkthrough from a codebase or project. Also trigger when users mention 'turn this into a course,' 'explain this codebase interactively,' 'teach this code,' 'interactive tutorial from code,' 'codebase walkthrough,' 'learn from this codebase,' or 'make a course from this project.' This skill produces a stunning, self-contained HTML file with scroll-based navigation, animated visualizations, embedded quizzes, and code-with-plain-English side-by-side translations.

Design handoff protocols including artifact format standards, lifecycle state management, inter-agent communication, and quality gate procedures. Use when managing design lifecycle state, coordinating between agents, or formatting handoff artifacts.

Expert-level Django development for robust Python web applications with ORM, admin, and authentication

Django full-featured Python web framework with batteries included (ORM, admin, auth)

Use when Django ORM patterns with models, queries, and relationships. Use when building database-driven Django applications.

Use when Django REST Framework for building APIs with serializers, viewsets, and authentication. Use when creating RESTful APIs.

Build Docker images with proper tagging, cache busting, and build tracking. Prevents stale image issues.

Docker container ops via MCP

Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky tests, or establishing testing standards.

Build MCP servers in Python with FastMCP framework to expose tools, resources, and prompts to LLMs. Supports storage backends (memory/disk/Redis), middleware, OAuth Proxy, OpenAPI integration, and FastMCP Cloud deployment. Use when: creating MCP servers, defining tools or resources, implementing OAuth authentication, configuring storage backends for tokens/cache, adding middleware for logging/rate limiting, deploying to FastMCP Cloud, or troubleshooting module-level server, storage, lifespan, middleware order, circular imports, or OAuth errors. Keywords: FastMCP, MCP server Python, Model Context Protocol Python, fastmcp framework, mcp tools, mcp resources, mcp prompts, fastmcp storage, fastmcp memory storage, fastmcp disk storage, fastmcp redis, fastmcp dynamodb, fastmcp lifespan, fastmcp middleware, fastmcp oauth proxy, server composition mcp, fastmcp import, fastmcp mount, fastmcp cloud, fastmcp deployment, mcp authentication, fastmcp icons, openapi mcp, claude mcp server, fastmcp testing, storage misconf

Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.

Use when writing GitHub PR descriptions, README files, issues, or any GitHub-hosted Markdown content. Use when adding diagrams, badges, callouts, collapsible sections, dark-mode images, or visual elements. Use when needing to know what HTML, Mermaid, or formatting features GitHub supports or strips.

Guide AI agents through Godot 4.x GDScript coding best practices including scene organization, signals, resources, state machines, and performance optimization. This skill should be used when generating GDScript code, creating Godot scenes, designing game architecture, implementing state machines, object pooling, save/load systems, or when the user asks about Godot patterns, node structure, or GDScript standards. Keywords: godot, gdscript, game development, signals, resources, scenes, nodes, state machine, object pooling, save system, autoload, export, type hints.

Expert knowledge of Godot debugging, error interpretation, common bugs, and troubleshooting techniques. Use when helping fix Godot errors, crashes, or unexpected behavior.

Expert GDScript best practices including static typing (var x: int, func returns void), signal architecture (signal up call down), unique node access (%NodeName, @onready), script structure (extends, class_name, signals, exports, methods), and performance patterns (dict.get with defaults, avoid get_node in loops). Use for code review, refactoring, or establishing project standards. Trigger keywords: static_typing, signal_architecture, unique_nodes, @onready, class_name, signal_up_call_down, gdscript_style_guide.

Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices.

Expert blueprint for GPU particle systems (explosions, magic effects, weather, trails) using GPUParticles2D/3D, ParticleProcessMaterial, gradients, sub-emitters, and custom shaders. Use when creating VFX, environmental effects, or visual feedback. Keywords GPUParticles2D, ParticleProcessMaterial, emission_shape, color_ramp, sub_emitter, one_shot.

Use when implementing features from a specification. Triggers on tasks involving spec-driven implementation, building from requirements, task breakdown execution, TDD from acceptance criteria, or when the user asks to "implement the spec", "build from spec", or "execute the implementation plan".

Information architecture patterns including sitemaps, navigation design, content strategy, user flows, and screen inventories. Use when organizing content structure, designing navigation, creating sitemaps, or mapping user flows.

RAG-indexed registry of configured MCP servers, available tools, and dispatch rules for Godot development workflows.

Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mobile-specific decision-making. Teaches principles and constraints, not fixed layouts. Use for React Native, Flutter, or native mobile apps.

Meta Godot/GDScript skill that composes all installed Godot skills, enforces MCP routing, and runs a self-evaluation loop for stable, high-performance, backward-compatible code.

Use when packaging, sharing, or publishing Archon agents, skills, templates, or SDD artifacts as shareable git repos. Triggers on tasks involving sharing, publishing, packaging, exporting, or distributing custom agents and skills. Also triggers when user says "package this", "share this", "make a repo for this", or "publish my agents".

Self-reviewing PR quality agent that audits, rewrites, and iteratively improves GitHub PR bodies to production-grade quality. Use when crafting, reviewing, or upgrading PR descriptions for open-source projects. Triggers on "review my PR", "improve PR body", "PR quality", "make this PR perfect", "audit PR", or any PR body creation/upgrade task.

Analyzes and transforms prompts using 7 research-backed frameworks (CO-STAR, RISEN, RISE-IE, RISE-IX, TIDD-EC, RTF, Chain of Thought, Chain of Density). Provides framework recommendations, asks targeted questions, and structures prompts for maximum effectiveness. Use when users need expert prompt engineering guidance.

Generate comprehensive test plans, manual test cases, regression test suites, and bug reports for QA engineers. Includes Figma MCP integration for design validation.

React development guidelines with hooks, component patterns, state management, and performance optimization.

Transforms academic research papers into interactive single-page HTML courses

Use when reviewing implementation output against a specification for compliance. Generates a comprehensive HTML/CSS report comparing code to spec requirements. Triggers on tasks involving spec compliance review, implementation verification, quality auditing, or when user asks to "review against spec" or "verify implementation".

Master index of all installed agent skills. Consult this to know which skills are available and when to use them. AI agents should read the corresponding SKILL.md before working in a skill's domain.

Use when transforming plans, ideas, or feature descriptions into comprehensive implementable specifications. Triggers on tasks involving requirements engineering, spec creation, user story writing, acceptance criteria definition, or when the user asks to "write a spec", "create a specification", or "turn this plan into a spec".

Four-phase debugging framework that ensures root cause investigation before attempting fixes. Never jump to solutions. Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.

UI/UX 设计师专家，精通界面设计、交互设计、用户体验和设计系统