How real projects configure their agents

32,436 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
vivekVells/mcp-pandoc pypi.org MCP server for document format conversion using pandoc. 586 Claude Code, Codex, OpenCode 2 7,051 tok
biaogebusy/web-builder builder.design AI-powered UI generation and publishing low-code platform, built on TailwindCSS, enabling 585 Claude Code, Codex, OpenCode 3 10,478 tok
pdsuwwz/chatgpt-vue3-light-mvp botkit.likemashang.com 💭 A Web-based MVP prototype template for a customizable Chat Bot single-turn conversation 585 Claude Code, Codex, OpenCode 11 357 tok
uppinote20/claude-dashboard claude-dashboard.uppinote.dev Comprehensive status line plugin for Claude Code with context usage, API rate limits, and 585 Claude Code 1 6,008 tok
KeyValueSoftwareSystems/agent-opfor Open-source adversary emulation for AI agents and MCP servers. 584 Claude Code, Codex, OpenCode 2 8,568 tok
ZimoLiao/scholaraio zimoliao.github.io Scholar All-In-One: A research infrastructure for AI agents 584 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 49 2,699 tok
apistol78/traktor Traktor Game Engine 583 Claude Code 1 3,251 tok
HoangNguyen0403/agent-skills-standard npmjs.com A collection of Agent Skills Standard and Best Practice for Programming Languages, Framewo 583 Claude Code, Codex, GitHub Copilot, OpenCode 6 2,336 tok
askalf/dario npmjs.com One local endpoint that routes Claude Code, Cursor, Cline, Aider, Codex CLI and the SDKs t 583 Claude Code 1 629 tok
tt-a1i/hive hivehq.dev Browser-native hive-mind for CLI coding agents — Claude Code, Codex, Gemini, and OpenCode 583 Claude Code, Codex, OpenCode 2 8,974 tok
southliu/south-admin-react southliu.top React-Admin backend management system template featuring React 19, Vite 7, Antd 5, UnoCSS, 582 Claude Code, Codex, OpenCode 4 3,347 tok
defendend/Claude-ast-index-search Cli allows AST search, ~40-50% economy tokens. Claude/Codex/Cursor searches (suitable for 582 Claude Code 4 1,229 tok
openteams-lab/openteams openteams-lab.com Plan, Build, and Ship — with a team of AI agents instead of one 581 Claude Code, Codex, OpenCode 2 1,478 tok
ljtn/epiq epiq.sh Distributed, code-native issue tracker - audit workflows via time-travel 581 Claude Code, Codex, OpenCode 3 2,910 tok
miniidealab/openlogos Open-source software development methodology for the AI era | Open-source software develop 581 Claude Code, Codex, OpenCode 8 5,891 tok
redai-infra/Relax redai-infra.github.io An Asynchronous Reinforcement Learning Engine for Omni-Modal Post-Training at Scale 580 Claude Code, Codex, OpenCode 8 2,533 tok
LiaoGuoYin/lixian.online lixian.online A one-stop tool to grab installer packages for VSCode extensions, Chrome/Edge add-ons, Doc 580 Claude Code 1 2,003 tok
smallnest/autoresearch autodevelop: autoresearch for software development 577 Claude Code, Codex, OpenCode 2 3,439 tok
danielrosehill/Claude-Code-Projects-Index claude.danielrosehill.com An index of my Claude Code related repos including a wide variety of starter templates for 577 Claude Code 1 4,317 tok
rsmdt/the-startup r16t.com The Agentic Startup - A collection of Claude Code commands, skills, and agents. 577 Claude Code, Codex, OpenCode 1 533 tok
devopness/devopness devopness.com Devopness: AI DevOps on your cloud. Deploy apps, infra and CI/CD. Any cloud and any stack, 577 Claude Code, Codex, OpenCode 2 583 tok
bex-co/bex bex.co The open-source Render alternative — AI-native. Git push → build → deploy on your own infr 577 Claude Code, Codex, OpenCode 29 2,564 tok
tsz-org/tsz tsz.dev An experiment in fully hand-off software engineering: A performance-first TypeScript check 577 Claude Code, Codex, OpenCode 17 8 tok
vinilana/dotcontext 576 Claude Code, Codex, OpenCode 2 1,013 tok
n8n-io/skills 576 Claude Code 1 1,914 tok
neiltron/apple-health-mcp Local-first Apple Health MCP server. Lets AI assistants answer questions about your sleep, 575 Claude Code, Codex, OpenCode 2 669 tok
catlog22/maestro-flow catlog22.github.io Intent-driven workflow orchestration for multi-agent AI development — adaptive lifecycle e 574 Claude Code 1 —
oliver-kriska/claude-elixir-phoenix phxagents.dev Claude Code plugin for Elixir/Phoenix/LiveView — 26 specialist agents, Iron Laws enforceme 574 Claude Code 1 12,445 tok
Hainrixz/the-architect tododeia.com A Claude Code plugin that interviews you, designs the whole architecture, and writes a sel 574 Claude Code 1 2,825 tok
pyuvm/pyuvm The UVM written in Python 573 Claude Code, Codex 1 —
amanaiproduct/personal-os Framework for a local AI agent powered task management system 573 Claude Code, Codex, OpenCode 2 786 tok
OWASP/AISVS The AI Security Verification Standard (AISVS) focuses on providing developers, architects, 573 Claude Code, Codex, OpenCode 2 752 tok
Azure/azure-dev aka.ms A developer CLI for working with Azure resources to build and deploy AI applications. Comm 572 Claude Code, Codex, GitHub Copilot, OpenCode 22 2,016 tok
umutxyp/Seo-Promt-Master 🔍 Google SEO's full docs as an AI prompt machine — drop it into your AI assistant to map 572 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,230 tok
green-dalii/obsidian-llm-wiki llmwiki.greenerai.top Karpathy's LLM Wiki implementation plugin for Obsidian - turns notes and PDFs into a linke 571 Claude Code, Codex, OpenCode 2 7,934 tok
madarco/agentbox agent-box.sh Run multiple agents in parallel sandboxed VMs, with a single command, on your PC or in the 570 Claude Code, Codex, OpenCode 3 7,566 tok
level09/enferno enferno.io Lean Flask framework built for coding agents: Vue 3 + Vuetify with no build step, producti 569 Claude Code, Codex, OpenCode 2 1,582 tok
joinly-ai/joinly joinly.ai Make your meetings accessible to AI Agents 569 Claude Code 3 1,261 tok
VSLAM-LAB/VSLAM-LAB A Comprehensive Framework for Visual SLAM Systems and Datasets 569 Claude Code 6 2,261 tok
Timeverse/My-TW-Coverage Equity research coverage of 1,735 Taiwan-listed companies (TWSE + OTC). Business overviews 569 Claude Code 1 2,740 tok
wuxiran/cc-pane Multi-instance split-pane manager for Claude Code — a cross-platform desktop app built wit 567 Claude Code, Codex, OpenCode 29 24,905 tok
tzachbon/smart-ralph Spec-driven development with smart compaction. Claude Code plugin combining Ralph Wiggum l 567 Claude Code, Codex, OpenCode 3 1,911 tok
VILA-Lab/FigMirror arxiv.org An Automated AI Agent Tool for Plotting Your Data in Any Paper's Figure Style. 567 Claude Code 15 —
kwakseongjae/oh-my-design oh-my-design.kr Give your AI coding agent a design system. One command installs 500+ quality-graded compan 567 Claude Code, Codex, OpenCode 71 4,093 tok
Kamalnrf/claude-plugins claude-plugins.dev Lightweight registry to discover, install, and manage all public Claude plugins and agent 565 Claude Code 1 700 tok
shanraisshan/claude-code-hooks linkedin.com claude code hooks - adding voice on each hook 565 Claude Code 37 898 tok
agnt-gg/agnt agnt.gg The local-first operating system for building, running, and improving AI agents, workflows 564 Claude Code 1 4,841 tok
lnikell/loopndroll Keep Codex running forever 563 Claude Code, Codex, OpenCode 6 535 tok
miantiao-me/aigc-weekly aigc-weekly.agi.li Agili's AIGC Weekly — a curated AIGC (artificial intelligence-generated content) newslette 563 Claude Code, Codex, OpenCode 2 1,281 tok
wavyrai/tmux-ide tmux-ide.com The open-source tmux GUI/TUI for your coding agents 563 Claude Code, Codex, OpenCode 2 6,257 tok