How real projects configure their agents

22,109 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
perki/backloop.dev backloop.dev Loopback domain and SSL certs to serve https:// content from localhost 55 Codex, OpenCode 1 4,101 tok
Nextron-Labs/surface-watch surface-watch monitors the authorized external attack surface of an organization over time 55 Codex, OpenCode 1 3,196 tok
wheattoast11/openrouter-deep-research-mcp terminals.tech A multi-agent research MCP server + mini client adapter - orchestrates a net of async agen 55 Claude Code, Codex, OpenCode 13 9,214 tok
sollawen/microNeo sollawen.github.io The terminal editor that can discuss with OpenCode and Pi 55 Claude Code, Codex, OpenCode 4 803 tok
shenyangs/Guanlan guanlan.xin Guanlan: a Chinese internet research, reading, and source-routing tool for AI agents. 55 Claude Code, Codex, OpenCode 2 10,038 tok
mykola-kichatov/android-clean-template It's a typical list-detail app. Simple Android app template utilizing Jetpack Compose, sui 55 Claude Code, Codex, OpenCode 2 1,906 tok
prowler-cloud/prowler-studio Prowler Studio an AI workflow that ensures Claude Code follows Prowler's guardrails to del 55 Codex, OpenCode 1 6,255 tok
HosamZewain/ai-assisted-development-framework 55 Claude Code, Codex, OpenCode 2 808 tok
mrvladd-d/memobank Agent-first Memory Bank skill pack for Codex CLI, Claude Code, and similar runtimes. 55 Codex, OpenCode 1 1,109 tok
ThinkEx-OSS/thinkex thinkex.app Study and research, grounded in your sources 55 Codex, OpenCode 1 166 tok
connorads/remobi remobi.app 📱 Your terminal. Everywhere. 55 Claude Code, Codex, OpenCode 3 2,308 tok
sabertaz/blog blog.tazimi.dev :rocket: An awesome blog system based on Next.js 55 Claude Code, Codex, OpenCode 2 1,673 tok
fenwei-dev/mcp2skill 55 Claude Code, Codex, OpenCode 5 1,198 tok
JanDeDobbeleer/copilot-ralph 55 Codex, GitHub Copilot, OpenCode 2 6,065 tok
fsistemas/sql2json Python CLI tool to run queries against sqltatabases and convert the results to json, csv, 55 Claude Code, Codex, OpenCode 2 6,370 tok
sous-chefs/varnish supermarket.chef.io Development repository for the varnish cookbook 55 Codex, GitHub Copilot, OpenCode 2 1,904 tok
JKorf/CoinEx.Net cryptoexchange.jkorf.dev C#/.NET client library for the CoinEx.com cryptocurrency exchange REST and WebSocket APIs, 55 Codex, GitHub Copilot, OpenCode 2 3,021 tok
m9tdev/verrex m9tdev.github.io an Effect-native UI framework where E/R channels survive to compile-time — forget a servic 55 Claude Code, Codex, OpenCode 4 3,950 tok
pulumi/pulumi-self-hosted-installers pulumi.com Repository for getting started with self-hosted Pulumi Service. 55 Claude Code, Codex, OpenCode 2 1,898 tok
fastlmm/FaST-LMM fastlmm.github.io Python version of Factored Spectrally Transformed Linear Mixed Models 55 Claude Code, Codex, OpenCode 2 1,540 tok
FlashNightModReborn/CrazyFlashNight Flash 7 reset edition project 55 Claude Code, Codex, OpenCode 3 8,169 tok
CDCgov/cdc-open-viz CDC OpenViz is a library of React packages for data visualization. 55 Codex, OpenCode 1 2,310 tok
arcasilesgroup/ai-engineering ai-engineering.arcasiles.com The governance floor for AI coding agents: install, guard, prove. Guards, git hooks, an ex 55 Claude Code, Codex, OpenCode 2 871 tok
gkaria/vibe-learn Learn as your AI coding assistant builds. You can outsource your thinking, but you can't o 55 Claude Code, Codex, OpenCode 2 7,264 tok
ytaskiran/tws tmux workspace manager — organize your tmux sessions and ai agents 55 Claude Code, Codex, OpenCode 2 2,885 tok
vlasenkoalexey/tpu_performance_autoresearch_wiki vlasenkoalexey.github.io Wiki built using Karpathy method containing information about TPU performance optimization 55 Claude Code, Codex, Gemini CLI, OpenCode 21 1,427 tok
kimchiman52/3s-mister-arm Peak slop porting 55 Claude Code, Codex, OpenCode 2 1,662 tok
Correia-jpv/fucking-awesome-cli-apps 🖥 📊 🕹 🛠 A curated list of command line apps. With up-to-date repository stars⭐ and for 55 Codex, OpenCode 1 45 tok
Xyntopia/taskyon taskyon.space Browser based Interface for Generative AI. Chat/Agent/Taskmanager Hybrid. 55 Codex, OpenCode 1 2,352 tok
Verified-zkEVM/evm-asm 55 Claude Code, Codex, OpenCode 2 13,846 tok
open-agreements/open-agreements openagreements.org Open, primary-source-backed U.S. legal content — practice guides, 50-state surveys, review 55 Codex, OpenCode 1 328 tok
WenyuChiou/research-hub pypi.org AI-operable research workspace for Zotero, Obsidian, and NotebookLM. Use any two, or all t 55 Claude Code, Codex, OpenCode 2 208 tok
ForgeAILab/forge forgeailab.github.io AI coding agent workflow engine for structured task lifecycles. 55 Claude Code, Codex, OpenCode 5 2,224 tok
T0mSIlver/localvoxtral Talk to your coding agents by voice. Realtime, fully local macOS dictation that streams wo 55 Claude Code, Codex, OpenCode 2 3,029 tok
CliMA/CloudMicrophysics.jl clima.github.io GPU-capable cloud microphysics and aerosol parameterizations for the CliMA Earth System Mo 55 Codex, OpenCode 1 989 tok
deepclause/deepclause-sdk DeepClause Typescript DML SDK and runtime 55 Codex, OpenCode 1 766 tok
keyhana/c166-ghidra-module Infineon C166 Processor Module for Ghidra 55 Claude Code, Codex, OpenCode 3 905 tok
taylormadearmy/u1-slicer-for-android 55 Claude Code, Codex, Gemini CLI, OpenCode 4 18,057 tok
unisic/unisic unisic.app Screenshot & screen-recorder for Linux. 55 Claude Code, Codex, OpenCode 4 16,119 tok
koobai/blog koobai.com Essays and ramblings about work and life, tinkering notes, plus records of films and shows 55 Codex, OpenCode 1 3,953 tok
appeeky/ua-skills appeeky.com Agent skills for mobile app paid growth powered by real-time data with APPEEKY MCP. 55 Claude Code, Codex, OpenCode 2 521 tok
schmitthub/clawker docs.clawker.dev AI coding agent sandbox platform 55 Claude Code, Codex, GitHub Copilot, OpenCode 19 3,012 tok
sympozium-ai/celln Run agents in isolated cells that borrow verified tools instead of rebuilding Linux enviro 55 Codex, OpenCode 1 770 tok
AaronXu-Lab/MasterGo2Figma Move MasterGo's Design to Figma 55 Claude Code, Codex, OpenCode 3 4,401 tok
davidmosiah/google-health-mcp wellness.delx.ai Local-first MCP server for Google Health API v4 (Fitbit + Pixel Watch) — Claude/Cursor/Her 55 Codex, OpenCode 1 154 tok
dcc-mcp/dcc-mcp-maya dcc-mcp.github.io Maya-specific implementation of Model Context Protocol (MCP) for Autodesk Maya, enabling r 55 Claude Code, Codex, Gemini CLI, OpenCode 3 9,758 tok
zvzuola/acp-components zvzuola.github.io UI component library for the Agent Client Protocol (ACP), providing a complete set of comp 55 Claude Code, Codex, OpenCode 2 3,549 tok
kesha-antonov/react-native-chat snack.expo.dev The most complete chat UI for React Native & Web - streaming AI messages, emoji reactions, 55 Codex, GitHub Copilot, OpenCode 2 4,897 tok
augety121/MCP-State-Twin Deterministic, forkable, stateful MCP test worlds for reproducible AI agent evaluation—wit 54 Codex, OpenCode 1 148 tok
TreeX-X/WorkFlowX An AI multi-agent development workflow that emphasizes controllability, traceability, and 54 Claude Code, Codex, OpenCode 20 1,838 tok