仓库/Skill 库

支持自主实验、文献发现、循证科学写作与 AI 同行评审的 Agentic 研究流水线。An agentic research pipeline for autonomous experimentation, literature discovery, evidence-grounded scientific writing, and AI peer review.

Agentic RAG：回答前对每条引用与原文进行核对，证据不足时弃答。具备自纠正检索循环、确定性引用锚定以及 prompt injection 防御能力。Agentic RAG that verifies every citation against source text before answering, and abstains when the evidence does not hold. Self-correcting retrieval loop, deterministic citation grounding, prompt-injection defence.

五角大楼已解密 UAP/UFO 档案的 MCP server + 3D 地图 — 适用于 Claude、Cursor 与 ChatGPTMCP server + 3D map for the Pentagon's declassified UAP/UFO files — for Claude, Cursor & ChatGPT

时间线偏移民俗、曼德拉效应报告与对撞机时代神话的 MCP server + 图集 — 每条主张均标注，每项来源均评级。是文化档案，而非证明工具。MCP server + atlas of timeline-shift folklore, Mandela Effect reports, and collider-era myth — every claim labeled, every source graded. A cultural archive, not a proof engine. ◉

任意 MCP server 的质量与 agent 就绪度评分卡。一条命令，全面评分，可操作的修复建议。本地优先，无需凭证。Quality + agent-readiness scorecard for any MCP server. One command, comprehensive score, actionable fixes. Local-first, zero credentials needed.

将 Google 文档当作本地文件操作的 MCP server——支持编辑、审阅建议、评论、标签页、多账号。MCP server to treat a Google Doc like a local file — edit, review suggestions, comments, tabs, multi-account.

RAMR —— 检索增强记忆可靠性：面向 Agentic-RAG / 记忆系统的抗污染合成基准（附方法与发现）。RAMR — Retrieval-Augmented Memory Reliability: a contamination-resistant synthetic benchmark for agentic-RAG / memory systems (findings + method)

基于 AgentTeams 构建的、有证据支撑的 AI 软件工程团队。An evidence-backed AI software engineering team built on AgentTeams.

基于 git 构建的可治理 multi-agent 框架。A governed multi-agent framework built on git

AI 编程 Agent 会话知识的无损压缩——先症状分诊、持久化捕获、冷启动验证Lossless compaction of session knowledge for AI coding agents — symptom-first triage, durable capture, cold-start verification

为 coding agent 提供并行、隔离的本地环境——基于 git worktree + 容器，每个 bay 拥有独立端口、hostname 和数据库，可通过 CLI 或 MCP 驱动。Parallel, isolated local environments for coding agents — git worktree + containers + per-bay ports, hostname and database, driven by CLI or MCP.

Syx 是一个面向长周期项目与编码 Agent 的实验性本地 AI 记忆系统，探索主动上下文、日记忆滚动回收、睡眠式记忆整合、长期 RAG 检索、类梦境综合以及 markdown 记忆制品Syx is an experimental local AI memory system for long-running projects and coding agents. It explores active context, daily memory rolloff, sleep consolidation, long-term RAG retrieval, dream-like synthesis, and markdown memory artifacts.

Namaste AI 🚀 由 Akshay Saini（NamasteDev 创始人）出品——笔记、经验与项目记录，探索 LLMs、RAG、AI agents、MCP 及 AI 驱动应用。#AI #LLM #RAG #MCPNamaste AI 🚀 by Akshay Saini (Founder of NamasteDev) — Notes, learnings, and projects — exploring LLMs, RAG, AI agents, MCP, and AI-powered applications. #AI #LLM #RAG #MCP

CUMCM 数学建模 AI skill 包：选题、模型选择、论文写作、陷阱清单。3 年竞赛经验CUMCM math modeling AI skill pack: problem selection, model choice, paper writing, trap list. 3 years of contest experience

尽享我的平台！My Platform enjoy!

使用简洁的 markdown 工作空间（基于可检视的文件）管理持久化 agent 记忆，无需复杂框架。Manage durable agent memory using a simple markdown workspace with inspectable files instead of complex frameworks.

Zerone——一条由 AI agent 见证并守护真相的 Proof-of-Truth 链。Zerone — a Proof-of-Truth chain where AI agents witness and keep truth

受治理的 Data Agent：基于 OpenMetadata，针对 Fabric、PostgreSQL 等的自然语言查询。每次查询经过双重鉴权——服务端的角色规则，再以调用者自身身份由引擎执行。任意 MCP 客户端无需修改即可对接真实 Azure。A governed Data Agent: natural-language questions over Fabric, PostgreSQL and more, grounded in OpenMetadata. Each query is authorized twice — role rules in the service, then the engine under the caller's own identity. Any MCP client, unchanged against real Azure.

多源科学与文献及数据集搜索引擎，作为 MCP server 为 AI Agent 提供服务。Multi-source scientific literature and dataset search engine, built as an MCP server for AI agents.

AI 助手的安检守卫。检查 AI 尝试调用的每一个工具，防止数据泄露与未授权命令。A security guard for AI assistants. It checks every tool an AI tries to use, preventing data leaks and unauthorized commands.

NexaCrew（作者 Sin Chi Chiu / MAP Studio USA）—— AI-native、自托管的企业运营平台：ERP、POS、库存（IMS）、仓储（WMS）、HR、考勤、访客管理与门禁均由聊天 prompt 驱动。ISO 级记录、人脸识别 kiosk、station/kiosk 模式、自定义 SOP 构建器、车队更新。NexaCrew by Sin Chi Chiu / MAP Studio USA - AI-native, self-hosted Enterprise Operations Platform: ERP, POS, Inventory (IMS), Warehouse (WMS), HR, time-clock, visitor management and access control driven by chat prompts. ISO-grade records, face-recognition kiosks, station/kiosk modes, custom SOP builder, fleet updates.

2026 年面向 AI 代码生成的 PostgreSQL 优化终极指南。The Ultimate guide to PostgreSQL Optimization for AI Code Generation in 2026

你的 Mac 又慢又烫又吵。machogs 用朴实的英文告诉你罪魁祸首是谁，揪出那些吞噬 CPU 的 AI 工具辅助进程和卡住的进程。Your Mac is slow, hot and loud. machogs tells you what is doing it, in plain English. Finds the AI tool helpers and stuck processes eating your CPU.

企业级 Agent SaaS 平台 — 通过本体引导的 AI 流水线将非结构化数据转化为结构化知识。Enterprise agentic SaaS platform — transform unstructured data into structured knowledge through ontology-guided AI pipelines

binglinwang473-hub 原创 Agent SkillsOriginal Agent Skills by binglinwang473-hub

一个学科无关的 Agent Skills 套件，用于文献综述、研究设计、数据分析、论文撰写、期刊投稿和研究诚信审计。A discipline-agnostic Agent Skills suite for literature review, research design, data analysis, thesis writing, journal submission, and research-integrity auditing.

与他人协作构建——双方各自使用自己的 Claude、运行在各自的机器上。两个 Agent，一份计划，任务跨机器交接。Build something with another person — each of you with your own Claude, on your own machine. Two agents, one plan, tasks handed across machines.

基于 MCP 的实时来源声明与引用验证，支持 FIGI 解析与签名投递回执。Live-source claim and citation verification over MCP, with FIGI resolution and signed delivery receipts.

2026 AI 驱动的加密货币 Alpha 引擎 🚀——追踪叙事与空投机会。AI-Powered Crypto Alpha Engine 2026 🚀 - Sniping Narratives & Airdrops

面向 LLM Agent 的确定性写入时记忆整合与预取召回：采用本地模型，召回路径与整合决策中均不含 LLM。Deterministic write-time memory consolidation and pre-fetch recall for LLM agents. Local models, no LLM in the recall path or the consolidation decision.

Stacklit：AI Codebase Indexing 2026 — 为 Agent 提供零配置本地仓库映射Stacklit: AI Codebase Indexing 2026 – Zero-Setup Local Repo Mapping for Agents

使用 Dialectic Flow Financial Graph 分析市场趋势，模拟多方与空方辩论，获得清晰的投资洞察与报告。📊 Analyze market trends with the Dialectic Flow Financial Graph, simulating Bull and Bear debates for clear investment insights and reports.

面向 Linux VPS 服务器的自主式 AI 驱动 SOC 安全 agent 与实时威胁分类器。包含针对 48 种攻击类别微调的 DistilBERT Transformer、DDoS 异常检测器、系统资源监控器、带 HTML 邮件告警的中央告警引擎，以及 REST 健康诊断接口。Autonomous AI-powered SOC Security Agent & Real-Time Threat Classifier for Linux VPS servers. Features a fine-tuned DistilBERT transformer (48 attack classes), DDoS anomaly detector, system resource monitor , central alert engine with HTML email reporting, and REST health diagnostics.

🎨 利用 AI 实时生成高保真 UI 设计，对比多版本方案，并跨多个模型导出可直接使用的代码。🎨 Generate high-fidelity UI designs in real-time with AI, compare variations, and export ready-to-use code across multiple models.

分配一个 AI 编码 agent 处理真实 issue，审阅其提出的方案，获取签名且可审计的 pull request。当前为单人模式，设计上支持扩展为多人协作模式。Assign an AI coding agent to a real issue, review the plan it proposes, and get a signed, auditable pull request back. Single-player today, designed to grow into shared, multiplayer use.