GitHub
lockfile
Use when creating llmring.lock file for new project (REQUIRED for all applications), configuring model aliases with semantic task-based names, managing environment-specific profiles (dev/staging/prod), or setti...
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tools llm ai AI 技能
发现 tools llm ai 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
分类目录: tools llm ai
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GitHub
mcp-management
Manages MCP (Model Context Protocol) servers for Claude Code and Claude Desktop. Activates for: finding MCP servers, MCP registries, MCP server setup, MCP configuration, MCP troubleshooting, MCP security, build...
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GitHub
language-tutor
Teach languages with lessons, practice exercises, and conversation practice
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GitHub
queue-task
Creates claude-queue tasks when usage limits are approaching. Use when the user is running low on Claude usage quota, mentions hitting limits, or when significant work remains and we should queue it for unatten...
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GitHub
council-participant
Participate in Council multi-agent collaboration sessions. Use when asked to join a council session, collaborate with other agents, or when given a council session ID to participate in.
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GitHub
creating-plugins
Guide for creating Claude Code plugins with commands, agents, skills, hooks, and MCP servers. Use when the user wants to create a new plugin, add plugin components (commands, agents, hooks), set up a plugin mar...
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GitHub
finding-skills
Searches and recommends Claude Code skills and plugins from local database and SkillsMP API. Activates when user asks to find skills, search plugins, get recommendations for PDF/Git/code-review/frontend tools,...
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GitHub
sdlc
MUST BE LOADED for any coding task: implementing features, fixing bugs, writing code, refactoring, or making changes. This skill provides the mandatory step-by-step workflow for orchestrating the complete softw...
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GitHub
learn
Update fx-cc plugin agents, skills, or commands based on conversation learnings. Use when the user says "use /learn to...", "learn to...", "remember to...", "don't do X again", or when an agent/skill misbehaved...
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GitHub
plugin-creator
Guide for creating effective fx/cc marketplace plugins. This skill should be used when users want to create a new Claude Code plugin (or update an existing plugin) for the fx/cc marketplace that extends Claude'...
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GitHub
agent-creator
MUST BE USED when user says 'create an agent', 'make an agent', 'new agent', 'build an agent', 'write an agent', 'add an agent', or describes agent functionality they need. Also use when editing existing agent...
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GitHub
create-tia-agent
Guides users through creating a new TIA XMPP agent based on mistral-minimal. Use when the user wants to create, build, set up, or scaffold a new agent, bot, or when they ask how to get started with TIA.
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GitHub
claude-agent-sdk
Build production AI agents using the Claude Agent SDK (TypeScript/Python). Use this skill when the user asks about: (1) Building AI agents with Claude, (2) Using the @anthropic-ai/claude-agent-sdk or claude-age...
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GitHub
langchain-framework
LangChain LLM application framework with chains, agents, RAG, and memory for building AI-powered applications. Use when implementing RAG (Retrieval Augmented Generation), creating AI agents with tools, or chain...
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GitHub
dspy-framework
DSPy declarative framework for automatic prompt optimization treating prompts as code with systematic evaluation and compilers. Use when optimizing prompts systematically, building production LLM systems, imple...
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GitHub
mcp
MCP (Model Context Protocol) - Build AI-native servers with tools, resources, and prompts. TypeScript/Python SDKs for Claude Desktop integration.
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GitHub
draft-initialization
Initialize fiction draft cycles following the Spec-Kit workflow (idea → clarify → plan → tasks). Use when creating new drafts, planning rewrites, breaking down episodes, or structuring story changes. Triggers i...
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GitHub
paper-writing
Expert guidance for writing high-quality academic and research papers. Use when the user wants to write, structure, revise, or improve academic papers, research articles, conference papers, or technical reports...
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GitHub
semantic-searchsearch
Use when searching the codebase with natural language queries like "authentication logic" or "database connection"
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GitHub
llm-caching-patterns
Multi-level caching strategies for LLM applications - semantic caching (Redis), prompt caching (Claude/OpenAI native), cache hierarchies, cost optimization, and Langfuse cost tracking with hierarchical trace ro...
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GitHub
langfuse-observability
LLM observability with self-hosted Langfuse 3.x - tracing, evaluation, monitoring, prompt management, and cost tracking
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GitHub
streaming-api-patterns
Implement real-time data streaming with Server-Sent Events (SSE), WebSockets, and ReadableStream APIs. Master backpressure handling, reconnection strategies, and LLM streaming for 2025+ real-time applications.
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GitHub
ai-native-development
Build AI-first applications with RAG pipelines, embeddings, vector databases, agentic workflows, and LLM integration. Master prompt engineering, function calling, streaming responses, and cost optimization for...
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GitHub
design-system-starter
Use this skill when creating or evolving design systems for applications. Provides design token structures, component architecture patterns, documentation templates, and accessibility guidelines. Ensures consis...
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默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。