仓库/Skill 库

数据与 AI 的开放上下文层；OpenMetadata 是为人类、AI 助手和 agent 构建可信数据上下文与业务语义的开源平台。The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.

Humanizer 的汉化版本，Claude Code Skills，旨在消除文本中 AI 生成的痕迹。

OpenWiki 是一个 CLI，用于为你的代码库编写和维护 agent 文档。OpenWiki is a CLI that writes and maintains agent documentation for your codebase.

由 LLM 驱动的自动化渗透测试 Agentic 框架Automated Penetration Testing Agentic Framework Powered by Large Language Models

Claude Skills、资源与工具精选清单，用于定制 Claude AI 工作流（尤其是 Claude Code）。A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows — particularly Claude Code

AI Agent skill 的安全扫描器。在安装 Claude Code、Codex 和 MCP skill 之前，检测其中的漏洞、恶意模式、安全风险、prompt injection、数据外泄以及供应链风险。Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, security risks, prompt injection, data exfiltration, and supply-chain risks in Claude Code, Codex, and MCP skills before you install them.

首家工业级全流程 AI 影视生产平台。行业领先的专业 AI Agent 平台，实现可控的电影与视频制作，涵盖短视频到真人实拍，遵循好莱坞级工作流。首家工业级全流程 AI 影视生产平台。Industry-first professional AI Agent platform for controllable film & video production. From shorts to live-action with Hollywood-standard workflows.

Unity MCP 在 AI 助手与 Unity Editor 之间充当桥梁，让 LLM 具备管理资源、控制场景、编辑脚本以及自动化任务的能力。Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.

面向 CAD、CAE 和 CAM 的 Agent Skill 库。A library of agent skills for CAD, CAE and CAM

用于工作的多玩家 agent 框架Multiplayer agent harness for work

MiMo Code：模型与智能体协同演化之所MiMo Code: Where Models and Agents Co-Evolve

Pocket Flow：代码库到教程Pocket Flow: Codebase to Tutorial

BISHENG 是面向下一代企业 AI 应用的开放 LLM devops 平台。强大且全面的功能包括：GenAI workflow、RAG、Agent、统一模型管理、评估、SFT、数据集管理、企业级系统管理、可观测性等。BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more.

面向 long horizon agents 的增量引擎 🌟 喜欢的话请点 Star！Incremental engine for long horizon agents 🌟 Star if you like it!

用于生成美观、可验证的架构、工作流、时序、数据流和生命周期图表的 Agent Skill，输出自包含 HTML，支持动效与清晰导出。Agent skill for beautiful, verifiable architecture, workflow, sequence, data-flow, and lifecycle diagrams—self-contained HTML with motion and crisp export.

一个 Claude skill，可为任何 AI 工具撰写精准 prompt。零 token 或额度浪费，完整保留上下文与记忆。A Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory retention

Pocket Flow：一个仅 100 行代码的 LLM 框架。让 Agent 构建 Agent！Pocket Flow: 100-line LLM framework. Let Agents build Agents!

面向全栈开发者的 66 个专业 Skill，将 Claude Code 打造为你的专家级结对编程伙伴。66 Specialized Skills for Full-Stack Developers. Transform Claude Code into your expert pair programmer.

HexStrike AI MCP Agents 是一个高级 MCP 服务器，让 AI agent（Claude、GPT、Copilot 等）能够自主运行 150+ 网络安全工具，用于自动化渗透测试、漏洞发现、漏洞赏金自动化和安全研究，无缝桥接 LLM 与真实世界的攻击性安全能力。HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.

SkillOpt 是一个文本空间优化器，通过轨迹驱动的编辑、验证门控的更新，以及可部署的 best_skill.md artifact，为冻结的 LLM 智能体训练可复用的自然语言技能。SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.

开源免费——历经阿里巴巴规模实战检验。混合架构代码审查工具：确定性流水线 + LLM Agent，精确的逐行注释，内置微调规则集（NPE、线程安全、XSS、SQL 注入），兼容 OpenAI 与 Anthropic。Open-source & free — Battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in fine-tuned ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.

全栈 MCP 框架，用于开发面向 ChatGPT / Claude 的 MCP Apps 以及面向 AI Agent 的 MCP Servers。The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

使用 Agent 对任何东西进行逆向工程，从应用行为到原生二进制文件。Reverse engineer anything with agents, from app behavior down to native binaries.

Claude Skills 精选清单。A curated list of Claude Skills.

面向 AI 编码 Agent 的循环工程实用模式、starter 与 CLI 工具。设计 prompt 编排 Agent 的系统（灵感来自 Addy Osmani 与 Boris Cherny）。包含 loop-audit、loop-init、loop-cost。Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit, loop-init, loop-cost.

基于 Ray 的易用、可扩展、高性能 Agentic RL 框架（PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Async RL）An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Async RL)

Omnigent 是一个开源 AI agent 框架与元 harness：编排 Claude Code、Codex、Cursor、Pi 及自定义 agent——无需重写即可替换 harness，强制执行策略与沙箱化，并支持任意设备实时协作。Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting, enforce policies and sandboxing, and collaborate in real time from any device.

用于生成丰富 HTML 页面或幻灯片的 Agent Skill，支持图表、diff 审查、计划审计、数据表和项目回顾。Agent skill that generates rich HTML pages or slide decks for diagrams, diff reviews, plan audits, data tables, and project recaps

你的工作超级 Agent：本地优先，分钟级学习你的工作上下文，永不遗忘。Open-source All in One AI agent workspace. Run any agent — Claude Code, Codex — across your tools (100+ integrations + MCP), apps, browser, and files, with shared memory. Built-in models or BYOK.

基于 Rust 核心的多语言文档智能：从 106 种格式、140 种文件扩展名中提取文本、元数据、图像、表格与结构化数据，并支持 371 种语言的代码智能。提供十五种语言绑定，配套 CLI、REST API 与 MCP server。Polyglot document intelligence with a Rust core: extract text, metadata, images, tables, and structured data from 106 formats across 140 file extensions, plus code intelligence for 371 languages. Fifteen bindings, with CLI, REST API, and MCP server.

Deeplake 是面向 Agent 的 AI 数据运行时，提供无服务器 postgres 与多模态 datalake，支持可扩展的检索与训练Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.

PraisonAI 🦞 — 雇佣一支 24/7 AI 团队。停止编写样板代码，开始交付自主且自我改进的 Agent，能够研究、规划、编码并执行任务。5 行代码即可部署，内置 memory、RAG，支持 100+ LLM。PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous self-improving agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, RAG, and support for 100+ LLMs.

故事创作 AI Agent，应用于小说、剧本、互动游戏与 IP 内容。Story Creation AI Agent for novel, scripts, translation, interactive games, and IP content

🧑‍🚀 全世界最好的LLM资料总结（多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型） | Summary of the world's best LLM resources.

用你最强大的模型审查代码库并制定计划，交由更便宜的模型去执行。Use your most capable model to audit your codebase and write plans for cheaper models to execute.