How real projects configure their agents

32,116 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
8b-is/smart-tree s.8b.is Smart Tree: not just a tree, a philosophy. A context-aware, AI-crafted replacement for 20+ 267 Claude Code, Codex, OpenCode 2 2,433 tok
NomaDamas/katok Agents also have the right to view and search KakaoTalk—from BM25 to Vector Search 267 Claude Code, Codex, OpenCode 2 835 tok
klboke/kkRepo kkrepo.cn kkRepo is a Nexus-compatible, self-hosted artifact repository for Maven, npm, PyPI, Go, He 267 Claude Code, Codex, GitHub Copilot, OpenCode 11 3,046 tok
CodelyTV/agent-harness codely.com Our agent harness: Skills, plugins, hooks, and utilities to improve the quality of your ag 266 Claude Code, Codex, OpenCode 3 280 tok
speakeasy-api/gram speakeasy.com Securely scale AI usage across your organization. A single stack to Connect, Secure, Obser 266 Claude Code, Codex, Gemini CLI, OpenCode 33 2,687 tok
AkaraChen/aghub aghub.akr.moe One hub for every AI coding agent. Unified configuration management for 22+ assistants. 266 Claude Code, Codex, OpenCode 27 6,965 tok
ReviewStage/stage-cli stagereview.app A viewer for reviewing local code changes in small individual chapters. Works with any AI 266 Claude Code, Codex, OpenCode 19 2,668 tok
bradwmorris/ra-h_os 265 Claude Code, Codex, OpenCode 2 624 tok
lasso-security/claude-hooks lasso.security Lasso security integrations for Claude Code, including prompt-injection defenses 265 Claude Code 3
narnia-sh/layrr layrr.dev A browser coding agent interface for selecting elements and sending instructions directly 265 Claude Code 1 326 tok
charlesdove977/goviralbro 265 Claude Code 7
tlehman/litprog-skill Literate programming skill for agent harnesses like Claude Code, OpenCode and Hermes Agent 265 Claude Code 1 764 tok
tombii/better-ccflare The ultimate CC proxy 265 Claude Code 3 3,640 tok
fdhhhdjd/Class-AI-Agent A modular framework for building intelligent AI agents powered by Claude, with rule-based 264 Claude Code 25
agent-era/devteam Run a team of local coding agents in your terminal. Launch multiple Claude Code, Codex or 264 Claude Code, Codex, OpenCode 2 4,175 tok
divinevideo/divine-mobile 264 Claude Code, Codex, OpenCode 6 18,458 tok
DinobaseHQ/dinobase The agent-first database 264 Claude Code 3 72 tok
isaac-sim/IsaacAutomator Isaac Workstation in the Clouds ☁️ 264 Claude Code, Codex, OpenCode 2 1,037 tok
prassanna-ravishankar/repowire repowire.io May the agents talk . Connect Claude Code, Opencode, Codex, Pi across projects, across mac 264 Claude Code, Codex, OpenCode 6 2,977 tok
SaberOnGo/public-domain-books-translation Public domain books translation project 264 Claude Code, Codex, OpenCode 6 4,714 tok
alexei-led/ccgram Telegram ↔ tmux/herdr/agterm bridge for Claude Code, Codex CLI, and Pi Agent. Monitor outp 264 Claude Code 2
getsentry/sentry-for-ai Teach your AI coding assistant how to use Sentry - setup, debugging, alerts, and more 264 Claude Code, Codex, OpenCode 5 2,266 tok
helixnow/deep-student deepstudent.cn An open-source, local-first AI learning workbench 264 Claude Code, Codex 2
kLOsk/adloop getadloop.com The AI command center for Google Ads, Analytics and Search Console. 264 Claude Code 7 826 tok
yonatangross/orchestkit orchestkit.yonyon.ai The Complete AI Development Toolkit for Claude Code. 106 skills, 36 agents, 171 hooks. Ins 264 Claude Code, Codex, OpenCode 2 2,117 tok
przeprogramowani/ai-rules-builder 10xrules.ai Generate "Rules for AI". Quickly ✨ 263 Claude Code, Codex, OpenCode 3 1,055 tok
lucasfcosta/dotfiles lucasfcosta.com :robot: My collection of highly opinionated and amazing configs 263 Claude Code 2
disler/bowser Agentic browser automation and ui testing system — built with composable skills, subagent, 263 Claude Code 14
vakovalskii/searcharvester Self-hosted search + markdown harvester for AI agents. SearXNG (100+ engines) + FastAPI + 263 Claude Code 1 2,743 tok
Hainrixz/cyber-neo tododeia.com Open-source cybersecurity analysis agent for Claude Code. Scans projects for vulnerabiliti 263 Claude Code 1 876 tok
Damonhhh/creator-flow CreatorFlow: a Codex content-creation video workflow covering everything from topic select 263 Claude Code, Codex 2
testdouble/han Han: AI skills and agents for "Solo" product engineers and small teams 263 Claude Code 1 7,130 tok
blockcell-labs/blockcell blockcell.dev Blockcell is a self‑evolving agent 262 Claude Code 1 522 tok
michellzappa/headroom Local-first AI coding quotas and ship status, on your menu bar, iPhone, Watch and an ESP32 262 Claude Code, Codex, OpenCode 3 7,515 tok
cloudinary/pycloudinary cloudinary.com Upload, transform, optimize, and manage images and videos with Cloudinary from Python or D 262 Claude Code, Codex, OpenCode 2 1,331 tok
mariuz/flamerobin flamerobin.org FlameRobin is a database administration tool for Firebird RDBMS. Our goal is to build a to 262 Claude Code, Codex, GitHub Copilot 2 1,376 tok
danielmiessler/Ladder A system for autonomous creation and optimization. 262 Claude Code 1 424 tok
taichuy/1flowbase 1flowbase.taichuy.com 1flowbase: self-hosted AI gateway with protocol translation, dispatch, chat logs, built-in 262 Claude Code, Codex, Gemini CLI, OpenCode 10 1,558 tok
jidouqie/redbeacon bytestaff.jiomig.com RedBeacon | Open-source Skill and installation entry point: connects to local clients to a 262 Claude Code, Codex, OpenCode 13 1,311 tok
simion/termic termic.dev Open-source Conductor.build alternative. Runs the real claude/gemini/codex CLIs in real te 262 Claude Code, Codex, OpenCode 4 5,747 tok
uisato/ableton-mcp-extended Ableton Live MCP (Model Context Protocol) server that allows control directly through AI a 262 Claude Code 1
Azure/kimojio-rs A thread-per-core Linux io_uring async runtime for Rust optimized for latency. 262 Claude Code, Codex, GitHub Copilot 2 225 tok
Finesssee/ProxyPilot Windows-native CLIProxyAPI fork with TUI, system tray, and multi-provider OAuth for AI cod 261 Claude Code, Codex, OpenCode 2 1,062 tok
ruby-grape/grape-swagger-rails Swagger UI as Rails Engine for grape-swagger gem. 261 Claude Code, GitHub Copilot 2 1,422 tok
krzysztofdudek/ResearcherSkill One file. Your AI coding agent becomes a scientist. 30+ experiments while you sleep. 261 Claude Code 1 1,032 tok
channprj/kmsg channprj.github.io Unofficial KakaoTalk CLI and native MCP server for macOS — read, watch, and send messages 261 Claude Code, Codex, OpenCode 2 582 tok
69gg/Undefined QQ bot platform with cognitive memory architecture and multi-agent Skills, via OneBot V11. 261 Claude Code, Codex, OpenCode 2 5,487 tok
shift-editor/shift shift.graphics A cross-platform font editor built in Rust and TypeScript 261 Claude Code, Codex, OpenCode 14 3,367 tok
zqiren/Orbital Context is yours. Agents are replaceable. Orbital — a project agent that turns your contex 260 Claude Code, Codex, OpenCode 2 7,793 tok
vishakhasadhwani/devops-ai-playbook 260 Claude Code 1 64 tok