AI 与自动化

Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or configuring alerting systems.

prompt-engineering-patterns

18.8k

wshobson/agents

Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt templates.

langchain-architecture

18.8k

wshobson/agents

Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.

template-skill

Replace with description of the skill and when Claude should use it.

internal-comms

A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).

skill-creator

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

mcp-builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Hooks Automation

Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.

performance-analysis

Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms

flow-nexus-neural

Train and deploy neural networks in distributed E2B sandboxes with Flow Nexus

AgentDB Memory Patterns

Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.

AgentDB Vector Search

Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.

dispatching-parallel-agents

4.6k

obra/superpowers

Use when facing 3+ independent failures that can be investigated without shared state or dependencies - dispatches multiple Claude agents to investigate and fix independent problems concurrently

news

851

cfrs2005/claude-init

qdhenry/Claude-Command-Suite

追踪和分析 Anthropic 官方新闻，提供深度阅读分析、知识整理和趋势洞察

Cloudflare Manager

777

danielmiessler/Personal_AI_Infrastructure

Comprehensive Cloudflare account management for deploying Workers, KV Storage, R2, Pages, DNS, and Routes. Use when deploying cloudflare services, managing worker containers, configuring KV/R2 storage, or setting up DNS/routing. Requires CLOUDFLARE_API_KEY in .env and Bun runtime with dependencies installed.

research

482

danielmiessler/Personal_AI_Infrastructure

Multi-source comprehensive research using perplexity-researcher, claude-researcher, and gemini-researcher agents. Launches up to 10 parallel research agents for fast results. USE WHEN user says 'do research', 'research X', 'find information about', 'investigate', 'analyze trends', 'current events', or any research-related request.

prompting

482

danielmiessler/Personal_AI_Infrastructure

Prompt engineering standards and context engineering principles for AI agents based on Anthropic best practices. Covers clarity, structure, progressive discovery, and optimization for signal-to-noise ratio.

create-skill

482

Guide for creating new skills in Kai's personal AI infrastructure. Use when user wants to create, update, or structure a new skill that extends capabilities with specialized knowledge, workflows, or tool integrations. Follows both Anthropic skill standards and PAI-specific patterns.

Hooks Automation

Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.

performance-analysis

Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms

flow-nexus-neural

Train and deploy neural networks in distributed E2B sandboxes with Flow Nexus

AgentDB Memory Patterns

Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.

AgentDB Vector Search

Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.

Configuring Claude Code Hooks System

Design, implement, and manage PreToolUse/PostToolUse/SessionStart/Notification/Stop hooks. Use when enforcing safety checks, auto-formatting, running linters, or triggering automated workflows based on development events.

Creating and Optimizing Claude Code Skills

Design reusable knowledge capsules with progressive disclosure (metadata → content → resources). Apply freedom levels (high/medium/low), create examples, validate YAML. Use when building domain-specific guidance or automating recurring patterns.

Designing Slash Commands for Claude Code

Create and optimize slash commands with proper argument parsing, tool permissions, and agent orchestration. Use when building workflow entry points, automation commands, or user-facing shortcuts.

Managing Claude Code Session Memory & Context

Understand session context limits, use just-in-time retrieval, cache insights, manage memory files. Use when optimizing context usage, handling large projects, or implementing efficient workflows.

Creating and Managing Sub-agents in Claude Code

skills-directory/skill-codex

Design agent personas, define proactive triggers, set tool permissions, structure agent files. Use when building specialized agents for code review, debugging, architecture, or domain-specific tasks.

codex

88

Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing

template-skill

Replace with description of the skill and when Claude should use it.

internal-comms

A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).

skill-creator

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

mcp-builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

skill-creator

49

sammcj/agentic-coding

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

mcp-builder

49

sammcj/agentic-coding

baz-scm/awesome-reviewers

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

data-ml

47

baz-scm/awesome-reviewers

Competence in data analytics and machine learning, enabling developers to build data-driven features and integrate AI/ML capabilities.

ai-assisted-development

47

Leveraging AI coding assistants and tools to boost development productivity, while maintaining oversight to ensure quality results.

article-extractor

Claude Code skills to download sources (articles, PDFs, YouTube video transcripts)

ship-learn-next

Claude Code skills to download sources (articles, PDFs, YouTube video transcripts)

tapestry

Claude Code skills to download sources (articles, PDFs, YouTube video transcripts)

youtube-transcript

Claude Code skills to download sources (articles, PDFs, YouTube video transcripts)

brand-guidelines

将 Anthropic 官方品牌配色与字体应用到需要呈现 Anthropic 风格的任何产出物上。当涉及品牌配色、风格规范、视觉格式或公司设计标准时请使用本技能。

internal-comms

帮助我撰写各种内部沟通内容的资源集合，符合公司偏好的格式。当需要编写内部沟通（状态报告、领导更新、3P 更新、公司通讯、常见问题、事件报告、项目进展等）时，Claude 应使用本技能。

template-skill

请填写技能描述，并说明 Claude 应在何种情况下使用该技能。

mcp-builder

构建高质量 MCP（Model Context Protocol）服务器的指南，帮助 LLM 通过精心设计的工具与外部服务交互。适用于在 Python（FastMCP）或 Node/TypeScript（MCP SDK）中构建整合外部 API 或服务的 MCP 服务器。

skill-creator

创建高效技能的指南。当用户希望打造新的技能（或改进现有技能），以专项知识、工作流或工具集成来扩展 Claude 能力时，请使用本技能。

kicad-integration

Better Boards, Faster! Python-defined circuits with Claude Code as your intelligent design partner

component-search

Better Boards, Faster! Python-defined circuits with Claude Code as your intelligent design partner

circuit-patterns

Better Boards, Faster! Python-defined circuits with Claude Code as your intelligent design partner

circuit-patterns

Better Boards, Faster! Python-defined circuits with Claude Code as your intelligent design partner

visual-regression

24

alekspetrov/navigator

Just-in-Time Documentation workflow for Claude Code. Reduces token usage ~92% + useful docs features.

nav-markers

24

alekspetrov/navigator

Just-in-Time Documentation workflow for Claude Code. Reduces token usage ~92% + useful docs features.

nav-upgrade

24

alekspetrov/navigator

alirezarezvani/claude-skills

Automates Navigator plugin updates. Detects current version, updates plugin, verifies installation, updates project CLAUDE.md, and validates new features. Auto-invoke when user mentions upgrading Navigator or getting new features.

senior-prompt-engineer

19

alirezarezvani/claude-skills

World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development. Expertise in Claude, GPT-4, prompt design patterns, few-shot learning, chain-of-thought, and AI evaluation. Includes RAG optimization, agent design, and LLM system architecture. Use when building AI products, optimizing LLM performance, designing agentic systems, or implementing advanced prompting techniques.

senior-ml-engineer

19

World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise in PyTorch, TensorFlow, model deployment, feature stores, model monitoring, and ML infrastructure. Includes LLM integration, fine-tuning, RAG systems, and agentic AI. Use when deploying ML models, building ML platforms, implementing MLOps, or integrating LLMs into production systems.

reviewing-and-shipping

zen claude-code config

initializing-project

zen claude-code config

managing-specifications

zen claude-code config

implementing-features

zen claude-code config

Hooks Automation

Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.

performance-analysis

Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms

flow-nexus-neural

Train and deploy neural networks in distributed E2B sandboxes with Flow Nexus

AgentDB Memory Patterns

Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.

AgentDB Vector Search

greyhaven-ai/claude-code-config

Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.

grey-haven-observability

14

Toowiredd/claude-skills-automation

Grey Haven's centralized repository for Claude Code agents, commands, and configs

context-manager

10

Toowiredd/claude-skills-automation

Manages permanent memory storage for decisions, blockers, context, preferences, and procedures. Use when user says "remember", "save this decision", "what did we decide", "recall", "search memories", "any blockers", or when making important architectural decisions. Provides SDAM compensation through external memory.

browser-app-creator

10

Creates complete single-file HTML/CSS/JS web apps with localStorage persistence, ADHD-optimized UI (60px+ buttons), dark mode, and offline functionality. Use when user says "create app", "build tool", "make dashboard", or requests any browser-based interface.

design-experiment

8

niznik-dev/cruijff_kit

Tools for conducting social research with LLMs

scaffold-experiment

8

niznik-dev/cruijff_kit

Tools for conducting social research with LLMs

run-experiment

8

niznik-dev/cruijff_kit

Tools for conducting social research with LLMs

Cloudflare Workers KV

6

jezweb/claude-skills

Complete knowledge domain for Cloudflare Workers KV - global, low-latency key-value storage on Cloudflare's edge network. Use when: creating KV namespaces, storing configuration data, caching API responses, managing user preferences, implementing TTL expiration, handling KV metadata, or encountering "KV_ERROR", "429 too many requests", "kv rate limit", cacheTtl errors, or eventual consistency issues. Keywords: kv storage, cloudflare kv, workers kv, kv namespace, kv bindings, kv cache, kv ttl, kv metadata, kv list, kv pagination, cache optimization, edge caching, KV_ERROR, 429 too many requests, kv rate limit, eventually consistent, wrangler kv, kv operations, key value storage

Firecrawl Web Scraper

6

jezweb/claude-skills

Complete knowledge domain for Firecrawl v2 API - web scraping and crawling that converts websites into LLM-ready markdown or structured data. Use when: scraping websites, crawling entire sites, extracting web content, converting HTML to markdown, building web scrapers, handling dynamic JavaScript content, bypassing anti-bot protection, extracting structured data from web pages, or when encountering "content not loading", "JavaScript rendering issues", or "blocked by bot detection". Keywords: firecrawl, firecrawl api, web scraping, web crawler, scrape website, crawl website, extract content, html to markdown, site crawler, content extraction, web automation, firecrawl-py, firecrawl-js, llm ready data, structured data extraction, bot bypass, javascript rendering, scraping api, crawling api, map urls, batch scraping

template-skill

Replace with description of the skill and when Claude should use it.

internal-comms

A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).

skill-creator

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

mcp-builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

mcp-builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

template-skill

Replace with description of the skill and when Claude should use it.

internal-comms

A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).

skill-creator

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

prompt-engineering-patterns

Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt templates.

langchain-architecture

Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.

How to Create Claude Code Skill

ClaudeCode-NPC/Whispers-from-the-Star

A guide to creating Claude Code Skills.

argentic-framework-development

angkira/argentic

manutej/luxor-claude-marketplace

Expert knowledge for building AI agents with Argentic - a Python microframework for async MQTT-based agents with multi-LLM support, custom tools, and multi-agent orchestration

langchain-orchestration

4

manutej/luxor-claude-marketplace

Comprehensive guide for building production-grade LLM applications using LangChain's chains, agents, memory systems, RAG patterns, and advanced orchestration

claude-sdk-integration-patterns

4

Expert integration patterns for Claude API and TypeScript SDK covering Messages API, streaming responses, tool use, error handling, token optimization, and production-ready implementations for building AI-powered applications

conversation-logger

sirkitree/conversation-logger

This skill should be used when users need to save, search, or retrieve Claude Code conversation transcripts. Use this skill when users ask to save the current conversation, search through past conversations for context, or retrieve information from previous sessions. Also use when appropriate to proactively save important conversations at natural breakpoints (e.g., after completing a major feature, fixing a critical bug, or when the user indicates they're done with a session).

whatsapp-message-management

natea/ExoMind

Use when user wants to capture tasks, send briefings, or manage life via WhatsApp - leverages existing WhatsApp MCP for mobile-first workflow

skill

NotMyself/claude-win11-speckit-update-skill

A Claude Code Skill that manages GitHub SpecKit updates.

Create Claude Plugin

elct9620/claudekit

Create an empty Claude plugin with basic structure and files.

run-deep-research

monarch-initiative/deep-research-client

Toolkit for performing deep research on complex topics using multiple AI research providers (OpenAI, Falcon, Perplexity, Consensus). Emphasizes explicit speed vs depth trade-offs.

skill-library-memory

yaniv-golan/cconductor

Claude Code -powered Research, Orchestrated.

cache-aware-web-research

yaniv-golan/cconductor

Claude Code -powered Research, Orchestrated.

library-memory

yaniv-golan/cconductor

Claude Code -powered Research, Orchestrated.

Validation Standards

bejranonda/LLM-Autonomous-Agent-Plugin-for-Claude

Tool usage requirements, failure patterns, consistency checks, and validation methodologies for Claude Code operations

Pattern Learning

bejranonda/LLM-Autonomous-Agent-Plugin-for-Claude

Enables autonomous pattern recognition, storage, and retrieval at project level with self-learning capabilities for continuous improvement

template-skill

Replace with description of the skill and when Claude should use it.

skill-creator

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

template-skill

Replace with description of the skill and when Claude should use it.

skill-creator

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

prompt-engineering-patterns

Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt templates.

Installing Plugins Manually

Manually install Claude Code plugin components when official plugin installation fails. Use when `/plugin install` succeeds but plugins don't load, when verifying plugin installation, or when user mentions plugin installation issues.

prometheus-configuration

Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or configuring alerting systems.

langchain-architecture

Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.

zotero-search

urschrei/zotero_search_skill

Search and retrieve documents from the user's local Zotero library using the Pyzotero CLI. **Claude code only** - requires connection to local Zotero instance. This skill should be used when the user asks to search their Zotero library, find papers or references, or query their personal research collection. Returns rich metadata including titles, authors, dates, abstracts, and bibliographic information with local file paths.

Skills Scaffold

charlesjones-dev/claude-code-plugins-dev

Guide for creating effective Claude Code skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Plugins Scaffold

charlesjones-dev/claude-code-plugins-dev

Guide for creating Claude Code plugins with proper structure, metadata, and components. This skill should be used when creating plugins, writing manifests, or setting up marketplaces.

search-plus

shrwnsan/vibekit-claude-plugins

VibeKit: Productivity Plus Claude Code Plugin Marketplace. A curated collection of productivity-enhancing plugins for developers, vibe coders, context engineers, indie hackers, etc.

plugin-creator

d-oit/gemini-search-plugin

Create comprehensive Claude Code plugins with proper structure, commands, agents, hooks, and marketplace configuration. Use when the user wants to build a new Claude Code plugin or asks how to create/structure a plugin.

syseng

reqvire-org/reqvire