How real projects configure their agents

43,608 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
novasamatech/nova-spektr novaspektr.io Nova Spektr — All-in-one Polkadot desktop wallet supporting multisigs, staking, light clie 56 Claude Code 7 3,214 tok
Vrooli/Vrooli vrooli.com Open-source, self-improving autonomous agent swarm🐇 56 Claude Code, Codex, Gemini CLI, OpenCode 3 2,260 tok
CY-CHENYUE/easy-input-maker Complete EasyInput V2.0 firmware baseline for AI modification and verifiable co-creation 55 Claude Code, Codex, OpenCode 4 1,151 tok
kyh/vibedgames vibedgames.com A game studio for your agent 🎮 55 Claude Code, Codex, OpenCode 5 6,511 tok
calabamatex/Stigmergy-mcp MCP server implementing digital pheromone-based indirect coordination for AI coding agents 55 Claude Code 1 1,621 tok
sijiaoh/pockode pockode.com Mobile interface for Claude Code and Codex — control your local AI coding agent from anywh 55 Claude Code, Codex, OpenCode 4 2,252 tok
Infatoshi/tau 55 Codex, OpenCode 1 1,815 tok
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
Aanerud/MCP-Microsoft-Office an local MCP server you can run on your env, connecting you to Microsoft Graph, and the co 55 Claude Code 1 911 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
oowanghuan/ai-coding-template AI collaborative development framework template - Claude Code toolkit + 8-stage workflow + 55 Claude Code 28
mrvladd-d/memobank Agent-first Memory Bank skill pack for Codex CLI, Claude Code, and similar runtimes. 55 Codex, OpenCode 1 1,109 tok
robinsadeghpour/content-workflow 55 Claude Code 16 5,125 tok
ThinkEx-OSS/thinkex thinkex.app Study and research, grounded in your sources 55 Codex, OpenCode 1 166 tok
solygambas/python-openai-projects 13 projects using ChatGPT API, Whisper, Embeddings, and DALL-E with Python. 55 GitHub Copilot 1 32 tok
connorads/remobi remobi.app 📱 Your terminal. Everywhere. 55 Claude Code, Codex, OpenCode 3 2,308 tok
traitecoevo/plant traitecoevo.github.io Trait-Driven Models of Ecology and Evolution :evergreen_tree: 55 Claude Code 4
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
defog-ai/defog Python library for accessing Defog.ai 55 Claude Code 1 607 tok
JanDeDobbeleer/copilot-ralph 55 Codex, GitHub Copilot, OpenCode 2 6,065 tok
SuperClaude-Org/SuperClaude_Plugin 55 Claude Code 1 514 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
denysosadchyi/silposha AI-powered grocery cart automation for Silpo (Ukrainian supermarket) 55 Claude Code 1 2,478 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
jeroen-meijer/pubspec-assist Easily add dependencies to your Dart / Flutter project. https://marketplace.visualstudio.c 55 Claude Code 1 1,429 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
VIDA-NYU/TaxiVis vgc.poly.edu Visual Exploration of New York City Taxi Trips 55 Claude Code 1 1,277 tok
Silverpeas/Silverpeas-Core silverpeas.org Core API for Silverpeas 55 Claude Code 1 1,458 tok
sifter-ai/sifter Sifter is an open-source, developer-first document extraction engine that turns unstructur 55 Claude Code 4 1,349 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
cosmix/loom A Rust-based agent orchestrator enabling a swarm of Claude Code instances building softwar 55 Claude Code 1 1,254 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
levifig/rails-instructions Set of instructions for your favorite AI agent (e.g. Cursor, Copilot, Claude, etc) for a " 55 GitHub Copilot 17 19,227 tok
fredrikaverpil/claudeline Minimalistic Go statusline for Claude Code 55 Claude Code 1 2 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
zamana-inc/vajra Background coding agent — polls Linear, runs DOT graph workflows, ships PRs 55 Claude Code, Codex 1
ytaskiran/tws tmux workspace manager — organize your tmux sessions and ai agents 55 Claude Code, Codex, OpenCode 2 2,885 tok
askjohngeorge/askjg-claude-agents The Claude subagents and example custom commands I use in my AI-assisted development workf 55 Claude Code 17
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