仓库/Skill 库

一次扫描即可查看机器上所有与开发者和 AI 相关的内容 —— 一款原生 Tauri 应用，将开发 + AI 环境映射为可交互的架构图。See everything Developer- and AI-related on your machine in one scan — a native Tauri app that maps your dev + AI environment into an interactive architecture graph.

这份 AI 研究清单告诉你该"做什么不同"，而不仅仅是读什么——100+ 篇 2026 年顶会论文 → 50+ 条面向 AI Agent 构建者的生产实践要点。中英双语。The AI-research list that tells you what to DO differently, not just what to read — 100+ top-tier 2026 papers → 50+ production takeaways for AI agent builders. Bilingual EN/中文.

面向 Festo/CODESYS PLC 工程的 MCP server——生成 IEC 61131-3 Structured Text 与经过校验的 PLCopen XML，内置知识库（27 个主题、19 份手册、BM25 检索）以及一个 38 个块的 ST 库。MCP server for Festo/CODESYS PLC engineering — generates IEC 61131-3 Structured Text and validated PLCopen XML, with an embedded knowledge base (27 topics, 19 manuals, BM25 search) and a 38-block ST library.

大语言模型情境感知相关论文精选目录。Curated bibliography of papers on situational awareness in large language models

Warzone2100 的 Skirmish AI 机器人Skirmish AI bot for Warzone2100

跨平台桌面端（EXE）学术论文聚合客户端，支持自定义 JSON 数据源规则、多标签页隔离搜索、内置 PDF 阅读与翻译、批量下载，灵感来自 Legado。A cross-platform desktop client (EXE) for aggregating academic papers. Supports custom JSON data-source rules, multi-tab isolated search, built-in PDF reader with translation, and batch downloads. Inspired by Legado.

桌面端 AI 伴侣，集成 Live2D 形象、自主编码 Agent（AgentLoop）、语义记忆与确定性主动引擎——真实进程沙箱（bwrap）、权限门控工具执行、local-first（SQLite + ONNX）。Desktop AI companion with Live2D avatar, autonomous coding agent (AgentLoop), semantic memory, and a deterministic proactivity engine — real process sandboxing (bwrap), permission-gated tool execution, local-first (SQLite + ONNX).

面向 Claude、ChatGPT 和 Gemini 的科研工作流 skill：分析、学术写作、同行评审、引用、可复现性、教学。Research-workflow skills for Claude, ChatGPT, and Gemini: analysis, academic writing, peer review, citations, reproducibility, teaching.

AutoScientists：确定性的多 agent 科学发现协调框架 —— docxology/template 可复现研究范式的公开范例（测试覆盖率 ≥90%，无 mock，GitHub 与 Zenodo 10.5281/zenodo.20533669 双重发布）。AutoScientists: a deterministic multi-agent scientific-discovery coordination harness — public exemplar of the docxology/template reproducible-research paradigm (≥90% test coverage, no mocks, double-published GitHub + Zenodo 10.5281/zenodo.20533669).

免费、无需注册的顺序电子签名服务，~30 秒即可发送 NDA 或合同Free, no-signup sequential e-signatures — send an NDA or contract in ~30 seconds

基于 Claude Code 的学术写作工作台：论文、实习报告、文献综述与课程作业。包含交互式引导、引用核验、风格规则与字数预算。A Claude Code workspace for academic writing: theses, internship reports, literature reviews, and course papers. Interactive onboarding, verified citations, style rules, character budgets.

本人毕业学年所有天体物理课题汇总。毕业设计聚焦轨道转移优化，采用梯度下降法及 Markov Chain Monte Carlo 方法进行不确定性评估These are all the astrophysics projects in my final year. My final-year project focuses on orbital transfer optimisation using gradient descent and the Markov Chain Monte Carlo method for uncertainty evaluation.

关于精神病学障碍中迷幻疗法的活体系统综述，基于 Docker 化 Dash 应用与 PostgreSQL 后端构建。Living systematic review of psychedelic therapy in psychiatric disorders. Built as a dockerized Dash app with PostgreSQL backend.

使用 LLM 开展的迷幻治疗精神病疾病活体系统综述，涵盖标注、训练到 Web 应用全流程。Living Systematic Review on Psychedelic Treatment for Psychiatric Deseases usind LLMs - from annotation over training to web app

MeetMaxxing 是一个多 Agent AI 会议副驾，将在线会议转变为智能、协作的体验。专用 AI Agent 处理实时辅助、会议摘要、语义记忆、跟进邮件和智能日程——通过 Agent-to-Agent 通信协作，而非单一单体 LLM 工作流。MeetMaxxing is a Multi-agent AI meeting copilot that transforms online meetings into intelligent, collaborative experiences. Specialized AI agents handle live assistance, meeting summaries, semantic memory, follow-up emails, and smart scheduling — collaborating through Agent-to-Agent communication instead of one monolithic LLM workflow.

Aqua — 研究与学习助手。测验、知识捕获、文献综述。本地部署，隐私优先。Aqua — research & study assistant. Quizzes, knowledge capture, literature review. Locally hosted, privacy-first.

用于自动汇编每日/每月文献综述的 Web 爬虫工具。Web scraping tools designed to assemble automated daily/monthly literature reviews

面向 AI coding agent 的终端多路复用器：一个键盘驾驶舱管控整支集群，配备工作项、任务队列与单面板资源上限。A terminal multiplexer for AI coding agents: one keyboard cockpit for the whole fleet, with work items, a task queue, and per-panel resource caps.

运行 UNITARES 的 Raspberry Pi —— 论文中引用的纵向测试平台。Raspberry Pi running UNITARES — longitudinal testbed cited in the papers.

2026 终极 AI 记忆栈：面向 LLM 的本地优先 Rust MCP2026 Ultimate AI Memory Stack: Local-First Rust MCP for LLMs

🔒 模拟对抗行为以测试和强化 MCP 防御，无需真实利用或风险，确保稳健的安全评估🔒 Simulate adversarial behaviors to test and strengthen MCP defenses without real exploitation or risk, ensuring robust security evaluations.

精选的评分量表、检查清单、评分标准集、原则和评分指南汇总，用于对现代生成模型进行评分、排名、验证、过滤或训练。A curated list of rubrics, checklists, criteria sets, principles, and scoring guides used to score, rank, verify, filter, or train modern generative models.

证据门禁式 Coding Agent 编排器：冻结任务、独立验证、绑定摘要的评审、仅草稿可发布。Evidence-gated orchestration for coding agents: frozen tasks, independent verification, digest-bound review, draft-only publication. 证据门禁式 Coding Agent 编排器。

Episciences 引文管理器Episciences citation manager

EoG 应用迁移与功能实现的代码仓库。Code for EoG App Migration and Functionality

柏林步行等时线（isochrone）：你在步行、推婴儿车或乘轮椅时真正可达的街道网络。配套 MCP server，让 Claude 可回答可达性问题。Walking isochrones for Berlin: the street network you can actually reach on foot, by stroller, or by wheelchair. With an MCP server so Claude can answer reachability questions.

基于 GTK4 的 Typst 编辑器，具备实时预览、LSP 补全、拼写检查、git 同步及学术写作工具GTK4 Typst editor with live preview, LSP completions, spell check, git sync, and academic writing tools

确定性 SAT API、CNF 预处理工具与可复现研究标准。Deterministic SAT APIs, CNF preprocessing tools, and reproducible research standards.

面向 Butterfly Labs BF0005G Jalapeno SHA-256 ASIC 的工具包——包含协议层、统计分析、NIST SP 800-22 随机性测试与迭代哈希动力学；将退役矿机改造为硬件密码学研究平台，同时也可用作酸面种发酵加热器Toolkit for the Butterfly Labs BF0005G Jalapeno SHA-256 ASIC — protocol layer, statistical analysis, NIST SP 800-22 randomness tests, and iterated-hash dynamics. Repurposes a retired miner as a hardware cryptographic research platform, and sourdough starter warmer.

ILRI 农业-食品系统气候适应证据综合与系统综述咨询仓库，聚焦"衡量关键：追踪小农户气候适应的有效性"。A repository for the ILRI consultancy on evidence synthesis and systematic reviews of climate adaptation in agri-food systems, focused on “Measuring what matters: tracking the effectiveness of climate adaptation for smallholder producers.”

开源的托管型 agent harness：持久化的 LLM agent session、每 session 一个 sandbox、支持无人值守运行——基础设施由你拥有，model key 由你掌握。An open-source managed agent harness: durable LLM agent sessions, a sandbox per session, and unattended runs — on infrastructure you own, with model keys you hold.

比特币元宇宙——主权数字土地上的主权 AI Agent。The Bitcoin Metaverse — Sovereign AI agents on sovereign digital land.

开源 DBMS 生态的 Reference Quotient 分析与可复现研究流水线。项目列表每月通过 https://github.com/birdflyi/od_label_issue_gen/tree/main/data/database_repo_label_dataframe 中的 csv 文件更新Reference Quotient analysis and reproducible research pipeline for the open-source DBMS ecosystem. The projects list are updated in the csv files in https://github.com/birdflyi/od_label_issue_gen/tree/main/data/database_repo_label_dataframe monthly.

为 AI 编程 agent 构建 Claude Code prompt 模板，包含系统 prompt、工具 prompt、记忆管理与多 agent 协调。Build Claude Code prompt templates for AI coding agents, with system prompts, tool prompts, memory, and multi-agent coordination

开源美元融资压力终端，使用公开的美联储、回购、财政部、持仓和市场数据Open-source US dollar funding-stress terminal using public Federal Reserve, repo, Treasury, positioning, and market data.