How real projects configure their agents

22,145 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
bo-cao/breaking-coding-chaos A human-in-the-loop control plane for reliable agentic coding—plan, challenge, implement, 22 Codex, OpenCode 1
jeonghwanko/mimi-seed-sdk mimi-seed.pryzm.gg An indie developer app launch automation console connected to Claude Code via MCP — CLI + 22 Claude Code, Codex, OpenCode 2 3,130 tok
DarrenBenson/sdlc-studio Claude Code skill for managing the full software development lifecycle 22 Claude Code, Codex, OpenCode 2 4,682 tok
rarce/git-wiki Claude Code skill implementing Karpathy's LLM-wiki pattern on a personal GitHub repo, with 22 Claude Code, Codex, OpenCode 2 1,838 tok
martysama0134/m2ui-skill AI coding skill for generating and modifying Metin2 client UI code from screenshots, descr 22 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 3,656 tok
chengzuopeng/ccgauge ccgauge.linkdiary.cn Claude Code & Codex Dashboard — local web UI for Cluade & Codex token usage and cost. npx 22 Claude Code, Codex, OpenCode 2 6,350 tok
Visualizeit/illustrator mp.weixin.qq.com A browserless Agent Skill that creates polished visuals locally—no image-generation model 22 Codex, OpenCode 1 1,110 tok
zenitheditor/zenith x.com A design document format built for the age of AI agents. Zenith is a plain-text format an 22 Claude Code, Codex, OpenCode 2 1,542 tok
datit309/supergraph datit309.github.io Engineering workflow system for AI coding agents — mandatory planning, TDD, verification, 22 Codex, OpenCode 1 1,744 tok
cometkim/cc-monitor-worker Claude Code monitoring with Cloudflare Workers & Workers Analytics Engine 22 Codex, OpenCode 1 393 tok
eweisbrod/example-project eweisbrod.github.io Template for an Accounting or Finance Research Project 22 Claude Code, Codex, OpenCode 2 1,058 tok
simple-agent-lab/AutoTrainess simpleagentlab.com Repo for "AutoTrainess: Teaching Language Models to Improve Language Models Autonomously" 22 Codex, OpenCode 1 1,265 tok
navels/neal A plan-driven, multi-agent coding loop: separate planner, coder, and reviewer roles, each 22 Claude Code, Codex, OpenCode 2 997 tok
abdo-Mansour/axetract abdo-mansour.github.io Low-Cost Cross-Domain Web Structured Information Extraction using specialized LoRA adapter 22 Codex, OpenCode 1 34 tok
cyril0124/verilua cyril0124.github.io Verilua: An Open Source Versatile Framework for Efficient Hardware Verification and Analys 22 Claude Code, Codex, OpenCode 3 2,904 tok
WebMCP-org/mcp-ui-webmcp MCP UI WebMCP - Chat UI and MCP Server applications 22 Claude Code, Codex, OpenCode 2 1,393 tok
Mrsandman327/OpenCode-Client A visual client for OpenCode 22 Claude Code, Codex, OpenCode 2 513 tok
hyfdev/libvue-rs 22 Claude Code, Codex, OpenCode 2 1,405 tok
sebbsssss/clude cluude.vercel.app 22 Claude Code, Codex, OpenCode 2 2,987 tok
hjanuschka/pi-qmd QMD (Quick Markdown Search) extension for pi coding agent - on-device knowledge base searc 22 Codex, OpenCode 1 136 tok
lsmith77/traktor-kontrol-qml Documentation on how to use QML to customize Native Instrument Traktor controllers. 22 Codex, OpenCode 1 620 tok
sunshineLixun/video-publish-skill Local-first Codex skill for preparing and safely staging video publishing assets 22 Codex, OpenCode 1 164 tok
jstxn/agentdir Local-first Maildir-inspired work mailstore for software agents 22 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,038 tok
srwang0506/HatchPet-CapybaraLulu A lively Capybara Lulu desktop pet for Codex, with smooth expressive animation, task-aware 22 Claude Code, Codex, OpenCode 2 371 tok
KatherLab/llmaixweb A web interface for the LLMAIx framework. Information Extraction. 22 Claude Code, Codex, OpenCode 2 10,321 tok
tanghaojie/Cyber-AI-Forge tanghaojie.github.io AI-Native Enterprise Application Scaffold. An AI-driven intelligent enterprise application 22 Claude Code, Codex, OpenCode 2 3,933 tok
kninetimmy/orch Cross-host development orchestrator for Codex CLI and Claude Code CLI 22 Claude Code, Codex, OpenCode 2 804 tok
SaschaBrunnerCH/arcgis-maps-sdk-js-ai-context Install AI assistant context files for ArcGIS Maps SDK for JavaScript development. Support 22 Codex, OpenCode 1 2,049 tok
cpuguy96/StepCOVNet Deep Learning to Create StepMania SM FIles 22 Claude Code, Codex, Cursor, OpenCode 12 1,611 tok
rtb-1005/Course_Weight-Optimizer Northeastern University course selection weighting assistant 22 Codex, OpenCode 1 2,402 tok
F-U-S-E-E/FuseDevelopmentGroup 22 Codex, OpenCode 1 1,269 tok
eunsanMountain/atlassian-skills pypi.org Token-efficient CLI for Atlassian Server/DC (Jira, Confluence, Bitbucket) — drop-in altern 22 Claude Code, Codex, OpenCode 2 2,004 tok
kombohq/company-brain Template for creating a long-term sync hub that checks your company's data sources into Gi 22 Claude Code, Codex, OpenCode 2 386 tok
Ezra144israel/governed-agent-skills ezra144israel.github.io Six skills tell coding agents how to work. Two guards enforce the parts that should not de 22 Claude Code, Codex, OpenCode 2 119 tok
daidaiJ/websearch-mcpserver A lightweight self-hosted personal AI web search solution supporting baidu/tavily/exa APIs 22 Codex, OpenCode 1 2,640 tok
IvoryCanvas/QAMap npmjs.com Local zero-LLM PR QA designer: turns commits and diffs into behavior lifecycles, QA scenar 22 Codex, OpenCode 1 286 tok
mcpmux/mcp-mux mcpmux.com Configure MCP servers once, connect every AI client through a single local gateway 22 Claude Code, Codex, OpenCode 2 4,434 tok
arozumenko/sdlc-skills SDLC agents and skills for Claude Code, Cursor, Windsurf, Copilot 22 Claude Code, Codex, Gemini CLI, OpenCode 3 5,080 tok
buYoung/skills Initialize projects with AGENTS.md 1.1 standard support for seamless AI agent collaboratio 22 Codex, OpenCode 1 1,966 tok
towerwatchman/Atlas Atlas in Electron 22 Claude Code, Codex, OpenCode 2 1,199 tok
krogh-jacobsen/unity-code-style-guide A C# code style guide for Unity projects 22 Codex, OpenCode 1 4,694 tok
likecoin/epub.ts likecoin.github.io A TypeScript fork of epubjs — parse and render EPUB documents in the browser. 22 Claude Code, Codex, GitHub Copilot, OpenCode 4 765 tok
Wardell-Stephen-CurryII/OpenNova This is an AI Agent project; it's used for learning. 22 Claude Code, Codex, OpenCode 2 1,760 tok
osolmaz/slophammer (Work in progress) Boilerplate reference implementations and tooling for coding projects, 22 Codex, OpenCode 1 330 tok
MidaTechnology/Situation-aggregation-monitoring A real-time global situation monitoring dashboard: aggregates multi-source news, market da 22 Claude Code, Codex, OpenCode 2 3,098 tok
re-cinq/wave re-cinq.github.io Multi-agent pipelines for AI-assisted development 22 Claude Code, Codex, Gemini CLI, OpenCode 29 4,733 tok
Agusx1211/NewShoes The original Command & Conquer: Generals Zero Hour engine, ported to WebAssembly and playa 22 Claude Code, Codex, OpenCode 6 3,260 tok
gjsify/gjsify gjsify.github.io The full JavaScript ecosystem, native on GNOME 22 Claude Code, Codex, OpenCode 4 5,375 tok
daloyjs/daloy daloyjs.dev The first TypeScript REST API framework built for secure AI-assisted services. DaloyJS com 22 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,867 tok
johannesPettersson80/scena docs.rs Rust-native 3D scene-graph renderer for glTF/GLB, WebGPU/WebGL2, WASM, and headless render 22 Claude Code, Codex, OpenCode 17 8,457 tok