🤖 AI 与智能代理 (51个)
| 技能名称 | 功能简述 | 触发条件 |
|----------|----------|----------|
| agent-evaluation | Testing and benchmarking LLM agents including behavioral ... | agent testing, agent evaluation, benchmark agents, agent ... |
| agent-manager-skill | Manage multiple local CLI agents via tmux sessions (start... | |
| agent-memory-mcp | A hybrid memory system that provides persistent, searchab... | |
| agent-memory-systems | Memory is the cornerstone of intelligent agents. Without ... | |
| agent-orchestration-improve-agent | Systematic improvement of existing agents through perform... | |
| agent-orchestration-multi-agent-optimize | Optimize multi-agent systems with coordinated profiling, ... | improving agent performance, throughput, or reliability |
| agent-tool-builder | Tools are how AI agents interact with the world. A well-d... | |
| ai-agents-architect | Expert in designing and building autonomous AI agents. Ma... | build agent, AI agent, autonomous agent, tool use, functi... |
| ai-engineer | Build production-ready LLM applications, advanced RAG sys... | |
| ai-product | Every product will be AI-powered. The question is whether... | keywords, file_patterns, code_patterns |
| ai-wrapper-product | Expert in building products that wrap AI APIs (OpenAI, An... | AI wrapper, GPT product, AI tool, wrap AI, AI SaaS |
| autonomous-agent-patterns | Design patterns for building autonomous coding agents. Co... | building AI agents, designing tool APIs, implementing per... |
| autonomous-agents | Autonomous agents are AI systems that can independently d... | |
| bullmq-specialist | BullMQ expert for Redis-backed job queues, background pro... | bullmq, bull queue, redis queue, background job, job queue |
| code-review-ai-ai-review | You are an expert AI-powered code review specialist combi... | |
| computer-use-agents | Build AI agents that interact with computers like humans ... | computer use, desktop automation agent, screen control AI... |
| conversation-memory | Persistent memory systems for LLM conversations including... | conversation memory, remember, memory persistence, long-t... |
| crewai | Expert in CrewAI - the leading role-based multi-agent fra... | crewai, multi-agent team, agent roles, crew of agents, ro... |
| dispatching-parallel-agents | Use when facing 2+ independent tasks that can be worked o... | facing 2+ independent tasks that can be worked on without... |
| embedding-strategies | Select and optimize embedding models for semantic search ... | choosing embedding models, implementing chunking strategi... |
| error-debugging-multi-agent-review | Use when working with error debugging multi agent review | working with error debugging multi agent review |
| fp-ts-pragmatic | A practical, jargon-free guide to fp-ts functional progra... | writing TypeScript with fp-ts library |
| hosted-agents | This skill should be used when the user asks to "build ba... | the user asks to "build background agent", "create hosted... |
| langchain-architecture | Design LLM applications using the LangChain framework wit... | building LangChain applications, implementing AI agents, ... |
| langgraph | Expert in LangGraph - the production-grade framework for ... | langgraph, langchain agent, stateful agent, agent graph, ... |
| llm-app-patterns | Production-ready patterns for building LLM applications. ... | designing AI applications, implementing RAG, building age... |
| llm-application-dev-ai-assistant | You are an AI assistant development expert specializing i... | |
| llm-application-dev-langchain-agent | You are an expert LangChain agent developer specializing ... | |
| llm-application-dev-prompt-optimize | You are an expert prompt engineer specializing in craftin... | |
| llm-evaluation | Implement comprehensive evaluation strategies for LLM app... | testing LLM performance, measuring AI application quality... |
| memory-forensics | Master memory forensics techniques including memory acqui... | analyzing memory dumps, investigating incidents, or perfo... |
| memory-safety-patterns | Implement memory-safe programming with RAII, ownership, s... | writing safe systems code, managing resources, or prevent... |
| memory-systems | Design short-term, long-term, and graph-based memory arch... | |
| multi-agent-brainstorming | > | |
| multi-agent-patterns | Master orchestrator, peer-to-peer, and hierarchical multi... | |
| parallel-agents | Multi-agent orchestration patterns. Use when multiple ind... | multiple independent tasks can run with different domain ... |
| performance-testing-review-ai-review | You are an expert AI-powered code review specialist combi... | |
| performance-testing-review-multi-agent-review | Use when working with performance testing review multi ag... | working with performance testing review multi agent review |
| prompt-caching | Caching strategies for LLM prompts including Anthropic pr... | prompt caching, cache prompt, response cache, cag, cache ... |
| prompt-engineer | Expert prompt engineer specializing in advanced prompting | |
| prompt-engineering | Expert guide on prompt engineering patterns, best practic... | user wants to improve prompts, learn prompting strategies... |
| prompt-engineering-patterns | Master advanced prompt engineering techniques to maximize... | optimizing prompts, improving LLM outputs, or designing p... |
| prompt-library | Curated collection of high-quality prompts for various us... | user needs prompt templates, role-play prompts, or ready-... |
| rag-engineer | Expert in building Retrieval-Augmented Generation systems... | building RAG, vector search, embeddings, semantic search,... |
| rag-implementation | Build Retrieval-Augmented Generation (RAG) systems for LL... | implementing knowledge-grounded AI, building document Q&A... |
| subagent-driven-development | Use when executing implementation plans with independent ... | executing implementation plans with independent tasks in ... |
| vector-database-engineer | Expert in vector databases, embedding strategies, and sem... | |
| vector-index-tuning | Optimize vector index performance for latency, recall, an... | tuning HNSW parameters, selecting quantization strategies... |
| voice-agents | Voice agents represent the frontier of AI interaction - h... | |
| voice-ai-development | Expert in building voice AI applications - from real-time... | voice ai, voice agent, speech to text, text to speech, re... |
| voice-ai-engine-development | Build real-time conversational AI voice engines using asy... | |
🏗️ 架构与设计 (35个)
| 技能名称 | 功能简述 | 触发条件 |
|----------|----------|----------|
| api-design-principles | Master REST and GraphQL API design principles to
|