hugging-face-config
Generate Hugging Face Spaces configuration files including runtime setup, environment variables, and deployment instructions.
Generate Hugging Face Spaces configuration files including runtime setup, environment variables, and deployment instructions.
Use when building multi-agent workflows with Microsoft Agent Framework. Triggers: "workflow builder", "sequential workflow", "concurrent agents", "handoff", "group chat", "magentic". NOT for: Single-agent scenarios or non-workflow coordination.
Use when designing multi-agent systems, implementing supervisor patterns, coordinating multiple agents, or asking about "multi-agent", "supervisor pattern", "swarm", "agent handoffs", "orchestration", "parallel agents"
Generate voice audio using Google Cloud TTS with enhancement
AI and technology ethics review including ethical impact assessment, stakeholder analysis, and responsible innovation frameworks
ユーザーとの効果的な対話パターン、質問生成、曖昧さ解消、合意形成、ユーザー負担軽減のガイドラインを定義する。ユーザーに質問する際、要件を確認する際、フィードバックを収集する際、またはユーザーが対話改善、質問方法、確認プロセス、Progressive Disclosureに言及した際に使用する。
Unified Memory Contract for Flowbaby integration. Defines when and how to retrieve and store memory. Load at session start - memory is core to agent reasoning, not optional.
This skill should be used when setting up OpenAI ChatKit in Next.js, adding domain allowlist to environment, building chat UI component, integrating with /api/chat endpoint, displaying history and tool calls visually, and integrating Better Auth session.
Panduan dan referensi skema untuk membangun AI Agent yang stateful dan cerdas, berdasarkan best practice LangGraph.
Set up Ralph for autonomous feature development. Use when starting a new feature that Ralph will implement. Triggers on: ralph, set up ralph, start ralph, new ralph feature, ralph setup. Chats through the feature idea, creates tasks with dependencies, and sets up everything for Ralph to run.
Configure and switch between LLM providers (OpenAI, Anthropic, Azure, Ollama). Use when managing AI model providers.
Design retrieval-augmented generation pipelines including chunking, embedding, retrieval, and context assembly strategies.
Take screenshots and detect UI elements. Use when finding click positions, extracting templates, detecting icons, or when user asks "where is", "find the", "click on", "extract template", "detect", "locate". Decides between template matching (if template exists) and Gemini detection (for new elements).
Tavily MCPを使用して最新AIニュースを取得し、日英バイリンガルのマークダウン記事を生成。「AIニュースを取得」「最新ニュース」などで使用。
Claude API development reference guide. Use when developing Claude API applications for Messages API, Vision, PDF processing, Tool Use, Streaming, and more. Triggers: (1) Claude API integration development, (2) Image or PDF file processing, (3) Tool Use or Function Calling implementation, (4) Streaming or Batch processing setup, (5) Any Claude SDK development questions
Generate production-ready SSML scripts for Google Cloud TTS