仓库/Skill 库

Literature-fetching & citation-auditing skill for LLM agents (Claude/Codex) — 讓 AI 引用經得起追問:找文獻、查核引用真偽與支持度、文獻支撐寫作,防幻覺引用。

fak — 面向 Claude Code、Codex、Cursor 和 MCP 的 Fused Agent Kernel：通过缓存稳定的模型流量、上下文压缩 + 崩溃恢复、本地重复服务、纳秒级工具策略以及本地 GGUF 推理，减少 token 消耗与重复工作。fak — the Fused Agent Kernel for Claude Code, Codex, Cursor, and MCP: use fewer tokens and do less repeated work with cache-stable model traffic, context compaction + crash resume, local repeat serving, nanosecond tool policy, and local GGUF inference.

DeepSeek AI 官方 DeepSeek Harness (dsh) 的独立、基于源码的 handbook：覆盖 Agent、插件、安全、故障排查与 runbook。Independent, source-backed handbook for DeepSeek AI's official DeepSeek Harness (dsh): agents, plugins, security, troubleshooting, and runbooks.

面向 RAG 与 Agent 流水线的快速、确定性文档解析器与切分器，内置 MCP server，便于 Agent 精确导航长文档。Fast, deterministic document parser and chunker for RAG and agent pipelines. Ships an MCP server for agents navigating long documents with precision.

可自托管的 Agentic OS：通过签名插件构建、运行与审计多 Agent AI 团队。自带 LLM key，数据完全自有，符合 EU/GDPR 要求。Self-hostable agentic OS. Build, run & audit multi-agent AI teams from signed plugins. Bring your own LLM key, own all your data, EU/GDPR-ready.

发布 AI Agent 制品，而非 demo 表演 — 验证器把关、跨模型族运行，自动学习哪个模型最优。Ship AI-agent artifacts, not demo theater — verifier-gated, cross-family runs that learn which model wins.

让 AI 编码 Agent（Claude、Codex、Gemini 等）无人值守运行——自动应答 prompt、遇限流自动重试，并可在本地或通过 agent-yes.com 列出 / 跟踪 / 操控每个 Agent。Run AI coding agents (Claude, Codex, Gemini …) unattended — auto-answer prompts, auto-retry on rate limits, and list/tail/steer every agent locally or from agent-yes.com

面向 Claude、Cursor 及 AI agent 的 GeneXus 18 MCP server，通过 Model Context Protocol 对 KB 对象（transactions、web panels、procedures、SDTs）进行读取、编辑与分析。GeneXus 18 MCP server for Claude, Cursor, and AI agents — read, edit, analyze KB objects (transactions, web panels, procedures, SDTs) over the Model Context Protocol.

🕸️ 工程化组织，而不仅仅是 Agent。562 项精选资源 · 9 个设计层 · 11 个章节 · 252 篇论文与预印本 — 一本面向图结构多 Agent 系统（角色、拓扑、交接、工作图、状态、闸门、可靠性、可观测性）的实战指南、CC0 开源数据集与交互式地图册。🕸️ Engineer the organization, not just the agent. 562 curated resources · 9 design layers · 11 sections · 252 papers & preprints — a field guide, CC0 open dataset, and interactive atlas for graph-structured multi-agent systems: roles, topologies, handoffs, work graphs, state, gates, reliability, observability.

开源、MIT 许可的食品、营养与农业科学研究技能，面向 Claude Code、Codex、MiniMax Agent、OpenClaw 与 Grok Build —— 支持多 Agent 文献/系统综述、期刊感知写作、同行评审、项目申请书、图表与可编辑 PPTX，并提供 150+ 期刊的作者指南。来自墨尔本大学 Food Science Group。Open, MIT-licensed food, nutrition & agricultural science research skills for Claude Code, Codex, MiniMax Agent, OpenClaw & Grok Build — multi-agent literature/systematic review, journal-aware writing, peer review, proposals, figures & editable PPTX, plus author guidelines for 150+ journals. From the Food Science Group, Univ. of Melbourne.

生产级多 Agent 平台，提供编排、会话治理和审计能力。技术栈：Go/Python/Rust 微服务、多类型数据存储、Next.js 管理后台 UI、自动化 CI/CD 流水线、通过 PR 评论提及触发的 AI 代码审查。Production-ready multi-agent platform delivering orchestration, session governance and audit capabilities. Stack: Go/Python/Rust microservices, multi-type data storage, Next.js admin UI, automated CI/CD pipelines, AI code review triggered via PR comment mentions.

[ACL26-Findings] 自进化客服框架 SEAD，无需人工标注数据即可运行，仅修改 SOP 和用户画像即可快速上线。[ACL26-Findings]💁📲 Self-evolving customer service framework, SEAD, operates without any human-labeled data. It can be quickly launched just by changing the SOP and user profiles.

DeepSeek Harness (DSH) 论文写作护栏——AI 写作风格检测、证据保留、期刊匹配校准、手稿校对、writing_audit 与自动检查。本地运行，零网络，零 LLM。DeepSeek Harness (DSH) academic writing guard for papers — 论文去AI味 / AI-writing style detection, evidence preservation, journal-fit calibration, manuscript proofreading, writing_audit & automatic checks. Local, zero network, zero LLM.

精选 AI 模型及其 API 提供商列表，完全无需信用卡即可使用，欢迎贡献！Curated list of AI Models with their API Providers that you never ever require a Credit Card for. Feel free to Contribute!

自动更新的开源知识库，面向 AI Agent、RAG 系统、MCP server、prompt、tool、模板以及新一代 Web 开发。An auto-updating open-source vault for AI agents, RAG systems, MCP servers, prompts, tools, templates, and next-generation web development.

一个以证据为引领的六语种 LLM 实战手册：包含可迁移的核心、Codex 旗舰路线，以及 ChatGPT、Claude Code、Gemini、DeepSeek 和 Grok 的适配器。An evidence-led, six-language LLM playbook: the transferable core, the Codex flagship track, and adapters for ChatGPT, Claude Code, Gemini, DeepSeek, and Grok.

用于评估 Agentic AI 应用的 AI 红队工具与 LLM 安全框架，测试 prompt injection，支持漏洞评估、SBOM 生成与静态分析。AI red-teaming tool and LLM security framework to evaluate agentic AI applications. Tests prompt injections, handles vulnerability assessment, SBOM generation, and static analysis.

⚽ 使用 W-5 Multi-Agent AI Consensus Framework 预测足球比赛结果，结合 AI 与机器学习技术实现高准确率。⚽ Predict football match outcomes using the W-5 Multi-Agent AI Consensus Framework, achieving high accuracy with a blend of AI and machine learning techniques.

精选且自动更新的 AI Agent Skill 资源汇总列表，为 Claude、GPT 等提供质量评级。Curated, auto-updated awesome-list of vetted AI agent skills with quality ratings for Claude, GPT, a

EnterpriseRAG-AI：面向 AI Agent 工作负载的 Linux 原生、eBPF 驱动的安全与治理网格。EnterpriseRAG-AI: The Linux-Native, eBPF-Powered Security & Governance Mesh for AI Agent Workloads

面向 AI 编程 agent 的无向量代码检索——基于 Tree-sitter 图，按业务意图（@intent、@domainRule）搜索代码，通过 MCP 为 MSA 构建。Vectorless code retrieval for AI coding agents — search code by business intent (@intent, @domainRule) over a Tree-sitter graph. Built for MSA via MCP.

[CoLM 2026] MoANT 官方代码：面向多任务大语言模型微调的语义感知秩一专家混合模型[CoLM 2026] Official code for MoANT: Mixture-of-Rank-One-Experts with semantic-aware Intuition for Multi-task Large Language Model Finetuning

🎵 专属你的私人数字调音师|AI 音乐搜索推荐 Agent | 基于大模型 + 知识图谱 + 双模型声学向量的本地智能音乐推荐系统 | LLM-powered Music Recommendation Agent with Hybrid RAG, Neo4j, and Long-term Memory

面向 AI agent 的基于证据的评估——将每条断言与 agent 真实工具输出进行核对（受约束、基于证据的模型判断，而非整体式 LLM 评判的猜测），并附带置信区间。Evidence-grounded evaluation for AI agents — verifies each claim against the agent's real tool outputs (constrained, evidence-grounded model judgment, not holistic LLM-judge guesswork), with confidence intervals.

八平台全栈 AI 操作系统——通过 LangGraph + MCP + A2A 统一调度 176 个 LLM；340 表多租户 RLS、RAG 知识库、agent 市场，覆盖 Web/API/CLI/桌面/扩展/移动/小程序，Apache 2.0。Eight-platform full-stack AI operating system - unifies 176 LLMs via LangGraph + MCP + A2A. Multi-tenant RLS over 340 tables, RAG knowledge base, agent marketplace. Web/API/CLI/Desktop/Extension/Mobile/Miniapp. Apache 2.0.

面向 ECG-语言模型（ELM）的研究型训练与评估框架A research-oriented training and evaluation framework for ECG-Language Models (ELMs)

FlexEval 是一个面向实际量化分析的 LLM 评估工具。FlexEval is an LLM evaluation tool designed for practical quantitative analysis.

OpenChronicle 是一个面向 LLM 的开源、自托管交互引擎，让对话具备持久性。它提供持久记忆、确定性任务调度与可审计的决策轨迹，避免工作因会话重置而丢失。设计上与 provider 无关，支持多种接口（CLI、Discord、MCP），并采用明确且注重隐私的路由策略。OpenChronicle is an open-source, self-hosted interaction engine for LLMs that makes conversations durable. It adds persistent memory, deterministic tasking, and auditable decision trails so work doesn’t reset each session. Provider-agnostic by design, it supports multiple interfaces (CLI, Discord, MCP) with explicit, privacy-aware routing.

🚀 掌握 prompt engineering，通过指南、示例与最佳实践优化 AI 交互，覆盖各技能水平与应用领域。🚀 Master prompt engineering to optimize AI interactions with guides, examples, and best practices for all skill levels and domains.

基于确定性状态机的无头 Agent 编排器——处理 bead 队列，分派至任意 LLM CLI，覆盖所有结果分支。Rust 实现。Headless agent orchestrator with deterministic state machine — processes a bead queue, dispatches to any LLM CLI, handles every outcome. Rust.

BibGenie || 面向 Zotero 的 AI 研究 AgentBibGenie || AI Research Agent for Zotero

ServiceNow MCP server：450+ 工具与 26 项 AI 能力，适配任意 AI（Claude、ChatGPT、Gemini、Cursor、Copilot）。多传输（stdio、SSE、HTTP）、A2A、动态 schema 发现、默认只读。免费且源代码可用，属于 NowAIKit 套件。ServiceNow MCP server: 450+ tools and 26 AI capabilities for any AI (Claude, ChatGPT, Gemini, Cursor, Copilot). Multi-transport (stdio, SSE, HTTP), A2A, dynamic schema discovery, read-only by default. Free and source available. Part of the NowAIKit suite.

实时追踪 GitHub 上每个新增的“skills”仓库，捕捉 AI Agent Skill 生态趋势。Real-time tracking of every new GitHub 'skills' repo to capture the AI agent skill ecosystem trend

🦙 使用 Ollama CLI 配置 GitHub Actions。🦙 Set up GitHub Actions with Ollama CLI.

🤖 面向智能体文献综述的最强开源 AI agent 工具精选清单 — 覆盖 11 个类别共 70+ 工具（Claude Code skill、深度研究、MCP server、PDF 解析、系统综述）。🤖 The strongest curated list of open-source AI-agent tools for literature review — 70+ tools across 11 categories (Claude Code skills, deep research, MCP servers, PDF parsing, systematic review). 面向智能体文献综述的最强工具大全。

面向 AI 编码工具的桌面端聚焦型 Provider 管理器与路由器A focused desktop provider manager and router for AI coding tools.