fabric
Fabric patterns content processing. Use when user mentions summarize, extract, analyze, pattern, fabric, wisdom, key points.
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Fabric patterns content processing. Use when user mentions summarize, extract, analyze, pattern, fabric, wisdom, key points.
Build AI agents with Google's Agent Development Kit (ADK) Python. Use when building AI agents with tool integration, multi-agent systems, workflow agents (sequential, parallel, loop), or deploying to Vertex AI.
Assist QC Specialists with quality gates, compliance verification, audit trail generation, and quality metrics tracking. Use when running quality gates, verifying compliance standards, creating review checklist...
Generate meeting agendas and facilitate team coordination. Use when preparing standups, sprint reviews, or team meetings. Triggers on keywords like "standup", "team sync", "meeting agenda", "daily", "sprint rev...
Use when the user asks to investigate, explore, understand, explain, or analyze how an existing feature or logic works. Triggers on keywords like "how does", "explain", "what is the logic", "investigate", "unde...
Style conventions for writing entity DescriptionShort templates in mansion.rec. Use when adding or editing entities in data/worlds/mansion.rec to ensure consistent prose flow in /look output. Covers capitalizat...
Comprehensive guide to integrating skills with Claude Code's 12 hook events. Use when creating hook-aware skills for harnesses like Clausitron, or when needing hook response schemas and patterns.
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.
Runs ML models in the browser and Node.js with Transformers.js and Hugging Face Inference API. Use when adding local inference, embeddings, or calling hosted models without GPU servers.
Examples and patterns for writing effective agent and skill descriptions. Use when crafting descriptions that serve as routing keys for Claude's invocation decisions.
Manages structured content with Sanity headless CMS using GROQ queries and real-time collaboration. Use when building content-driven sites with customizable schemas, live previews, and flexible data modeling.
Monitors background agents efficiently using local file reads instead of TaskOutput API calls. Use when running parallel background agents, checking agent progress, detecting completion status, or minimizing to...
Runs open-source ML models via Replicate API for image generation, LLMs, and audio. Use when calling Stable Diffusion, Llama, Whisper, or other models without infrastructure management.
Integrates OpenAI APIs for chat completions, embeddings, and image generation. Use when building AI-powered features with GPT models, DALL-E, or Whisper in Node.js applications.
Implements vector search with Pinecone for semantic similarity and RAG applications. Use when building embeddings-based search, recommendation systems, or retrieval-augmented generation.
Integrates Anthropic Claude API for chat, tool use, and vision capabilities. Use when building AI-powered features with Claude models including streaming, extended thinking, and multi-turn conversations.
Builds LLM-powered applications with LangChain.js for chat, agents, and RAG. Use when creating AI applications with chains, memory, tools, and retrieval-augmented generation in JavaScript.
Builds AI-powered applications with Vercel AI SDK including streaming responses, chat interfaces, and model integration. Use when integrating LLMs, building chat applications, streaming AI responses, or impleme...
双 AI Agent 交叉审查 PR。自动判断共识、决定是否需要交叉确认和修复。当用户要求审查 PR 或提到 "duoduo review" 时触发。
Summarize Discord chat messages across servers. Use when user asks for chat summary, digest, highlights, recap, or overview of Discord conversations.
Audit website for Generative Engine Optimization (GEO) - optimization for AI search engines like Perplexity, ChatGPT Search, Gemini, and Claude.
Python backend expert. PROACTIVELY use when working with Django, FastAPI, Flask, Python APIs. Triggers: python, django, fastapi, flask, async python
Load agent definitions on-demand to reduce context usage. Only loads full agent when needed.
AI Discovery and LLM search optimization expert. PROACTIVELY use when optimizing for Perplexity, ChatGPT Search, Gemini, Claude, AI crawlers. Triggers: AI search, Perplexity, ChatGPT, AI discovery, LLM citation
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