Assists in creating Agent Skills of varying complexity levels (simple, moderate, complex). Use when the user wants to create, design, or build a new Agent Skill, or when they need…
Automate Algodocs tasks via Rube MCP (Composio). Always search tools first for current schemas.
Magisk Manager automation - app launching, module installation, Zygisk configuration
Create high-quality ASCII art UI/UX previews for web development with a two-phase approach. Phase 1: Design & Preview - visualize interfaces, explore layouts, refine ideas in…
Video production workflow orchestrator for Veo 3. Guides users through creating professional video prompts via two paths - direct text-to-video OR image-to-video pipeline (Imagen…
Technology architecture specialist providing friendly coaching and system design guidance. Use when discussing system architecture, technology stack selection, design patterns,…
Automate ADB commands for device management, app installation, and log analysis. Use when listing devices, installing APKs, viewing logs, debugging app issues, or capturing…
Accessibility audit for CSS covering focus styles, color contrast, text sizing, screen reader support, and WCAG compliance. Provides actionable fixes.
回答 AI SDK 相关问题并协助构建 AI 功能。适用于：(1) 询问 generateText、streamText、ToolLoopAgent、tools 等 API；(2) 构建 AI 智能体、聊天机器人或文本生成；(3) 关于 AI 提供方（OpenAI、Anthropic 等）、流式、tool calling、结构化输出的问题。
Automate Ascora tasks via Rube MCP (Composio). Always search tools first for current schemas.
Guide plan → instrument → execute → validate with explicit checkpoints and questions. Use for ambiguous tasks or when enforcing a consistent agent workflow.
Comprehensive templates, patterns, and best practices for creating Claude Code subagents and skills. Use when building new agents/skills or need reference examples for proper…
Use when creating or refactoring Action Mailer emails. Applies Rails 7.1+ conventions, parameterized mailers, preview workflows, background delivery, and email design best…
Validate AgentConfig definitions for the Agent Framework. Use when creating or modifying agent configurations to ensure correct structure, valid tool references, and proper…
Write AILANG code. ALWAYS run 'ailang prompt' first - it contains the current syntax rules and templates.
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…
Sync AI coding sessions from 14 tools (Claude Code, Codex, Cursor, Aider, Cline, Gemini CLI, Continue, Copilot, Roo Code, Windsurf, Zed AI, Amp, OpenCode, OpenRouter) to Obsidian…
Use when working with ALTO protocol files - runs/state.json, runs/handoffs/*.md, runs/tasks/*.md, runs/plan.md, or runs/milestones.md. Reference for file formats and state machine.
Build LLM applications, RAG systems, and prompt pipelines. Implements vector search, agent orchestration, and AI API integrations.
Automate Apiflash tasks via Rube MCP (Composio). Always search tools first for current schemas.
Animation patterns for Astro sites. Scroll animations, micro-interactions, transitions, loading states. Performance-focused, accessibility-aware.
Generate three-version article recommendations (standard, concise, and personal commentary) in both Chinese and English for BestBlogs.dev weekly newsletter.
Generate Apache Airflow ETL pipelines for government websites and document sources. Explores websites to find downloadable documents, verifies commercial use licenses, and creates…
Programmatic agent definitions for the Claude Agent SDK in TypeScript and Python. Use when creating agents for SDK-based applications rather than filesystem-based Claude Code.
Analyze percentile metrics (tdigest type) using OPAL for latency analysis and SLO tracking. Use when calculating p50, p95, p99 from pre-aggregated duration or latency metrics.
Builds accessible UI components with Ark UI headless primitives for React, Vue, Solid, and Svelte. Use when creating custom-styled components with robust state management and…
Base navigation patterns for Android device automation - gestures, waits, and UI interaction
Detect AI/LLM-generated text patterns in research writing. Use when: (1) Reviewing manuscript drafts before submission, (2) Pre-commit validation of documentation, (3) Quality…
Analyze Adobe Illustrator (.ai) files to extract design information including text content, fonts, color palettes, vector paths, and generate high-resolution preview images.
Adds accessibility annotations (ARIA labels, roles, alt text) to make web content accessible. Use when user asks to "add accessibility", "make accessible", "add aria labels",…
Complete Magisk system installation - from initial app setup to full system integration
API integration patterns for Adynato mobile apps. Covers data fetching with TanStack Query, authentication flows, offline support, error handling, and optimistic updates in React…
Assesses agent capabilities by analyzing agent files and determining what tasks they can handle. Use when you need to evaluate if an existing agent can handle a task or if a new…
Automate Alchemy tasks via Rube MCP (Composio). Always search tools first for current schemas.
ACGME regulatory compliance expertise for medical residency scheduling. Use when validating schedules, checking work hour limits, supervision ratios, or answering compliance…
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against…
Transform implementation plans into concise stakeholder-friendly summaries with file change overviews, component listings, and optional flow diagrams.
Automate Agility CMS tasks via Rube MCP (Composio). Always search tools first for current schemas.
AI4PKM helper for onboarding guidance, quick help, and Gobi Desktop/CLI workflow integration.
Work with Leavn AI features - UnifiedAIService, on-device models, devotional generation, novelization, kids mode, image generation with Stable Diffusion
Use when writing CS research papers (conference, journal, thesis), reviewing scientific manuscripts, improving academic writing clarity, or preparing IEEE/ACM submissions.
Automate Apaleo tasks via Rube MCP (Composio). Always search tools first for current schemas.
Use when analyzing and improving performance for database queries, API endpoints, frontend rendering, or cross-service communication.
AI content generation with OpenAI and Claude, callAIWithPrompt usage, prompt storage in app_settings, structured outputs, response format validation, multi-criteria scoring, rate…
Production-ready Agent Skills framework for Android Kotlin development. Provides Clean Architecture patterns, Jetpack Compose best practices, validation DSL, MVI state management,…
Comprehensive AI/ML development guide for LangChain, LangGraph, and ML model integration in FastAPI. Use when building LLM applications, agents, RAG systems, sentiment analysis,…
Use when writing narrative memos, 6-pagers, 1-pagers, press releases, or PRFAQs in Amazon style. Applies Amazon's no-PowerPoint writing standards with data over adjectives, active…
Add a new property to an existing data model and propagate changes through model generation to client and server.
Diagnose and fix Kubernetes deployment failures, especially ImagePullBackOff, CrashLoopBackOff, and architecture mismatches.
Standard API envelope pattern for all responses (success/list/error). Wraps data in consistent structure with sys metadata, automatic payload compaction (30-40% reduction),…
Visual debugging for Remotion video projects. Use when working with Remotion compositions to verify animations, layouts, positioning, and timing by rendering frame samples.
Implement WCAG 2.1 AA accessibility compliance with ARIA labels, keyboard navigation, screen reader support, and color contrast.
Leave notes on files for other agents to see in future sessions. Use after making non-obvious changes, fixing tricky bugs, or when code looks wrong but is intentional.
PM Airtable data model reference. Use when creating tables, querying structure, or understanding relationships between Domain, Subdomain, Capability, Entity, Requirement, and…
Automate Ambee tasks via Rube MCP (Composio). Always search tools first for current schemas.
Add a new node to the Kubernetes cluster. Use when connecting new hardware, expanding cluster capacity, or setting up worker nodes.
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
Follow API development conventions including RESTful design, Fastify patterns, Zod validation, error handling, and versioning.
Programmatic manipulation of the accessibility tree to support complex custom controls in React.
本项目里面的各种架构设计, 设计中用到的各种概念例如 system, action, view-function, action-function, action-handler, base, component 等的解释