How real projects configure their agents

23,280 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
gosuda/portal-tunnel gosuda.github.io Publishes localhost services to the agentic web through self-hostable, trustless relays. 267 Codex, OpenCode 1 381 tok
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
dolthub/doltlite dolthub.com DoltLite - Version Controlled SQLite 267 Codex, OpenCode 1 4,765 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
yazinsai/tilawa tilawa.dev Offline Quran verse recognition — identify surah and ayah from audio. (Formerly offline-ta 265 Codex, OpenCode 1 1,281 tok
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
isaac-sim/IsaacAutomator Isaac Workstation in the Clouds ☁️ 264 Claude Code, Codex, OpenCode 2 1,037 tok
microsoft/clarity-agent Distill intent. Surface failure modes. Keep the plan current. 264 Codex, OpenCode 1 2,335 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
Atomic-Mail/atomic-mail-agentic atomicmail.ai Let your agents read, send, and react to email autonomously, without human involvement 264 Codex, OpenCode 1 2,198 tok
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
doza62/opencode-mobile OpenCode react native client for IOS, Android and Web. 264 Codex, OpenCode 1 2,493 tok
anhe2021212-spec/Tidal_Echo Self-hosted private chat channel between you and your AI companion — PWA, Claude Code, or 264 Codex, OpenCode 1 3,532 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
gsd-build/gsd-browser A fast, native browser automation CLI built from the ground up for AI agents, powered by C 263 Codex, OpenCode 1 204 tok
Coff0xc/AutoRedTeam-Orchestrator MCP-native security automation workbench (SDK + CLI + MCP) — authorized testing + static A 263 Codex, OpenCode 1 1,693 tok
Damonhhh/creator-flow CreatorFlow: a Codex content-creation video workflow covering everything from topic select 263 Claude Code, Codex 2
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
miantiao-me/cloud-claw Run OpenClaw with One Click on Cloudflare Containers to Create Your Personal Agent 262 Codex, OpenCode 1 1,532 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
ericlitman/open-pstack pstack for Claude Code and Codex, tracking Cursor pstack upstream 262 Codex, OpenCode 1 214 tok
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
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
futantan/agent-skills.md agent-skills.md Find awesome Agent Skills 261 Codex, OpenCode 1 583 tok
PatilShreyas/debroid Autonomous, headless Android debugger designed for AI coding agents. Inspect runtime memor 261 Codex, OpenCode 1 606 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
quailyquaily/aqua mistermorph.com Aqua, a cli message tool for AI agents 259 Codex, OpenCode 1 567 tok
onesuper/tui-use tui-use lets agents interact with programs that expect a human at the keyboard — REPLs, de 259 Claude Code, Codex, OpenCode 6 218 tok
yunshenwuchuxun/latex-paper-skills A modular skill-based framework for writing, revising, and managing LaTeX academic papers 259 Codex 8
xuiltul/animaworks Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolida 259 Claude Code, Codex 3
mettamatt/code-reasoning A code reasoning MCP server, a fork of sequential-thinking 258 Claude Code, Codex, OpenCode 2 878 tok
axa-group/oauth2-mock-server npmjs.com A development and test oriented OAuth2 mock server 258 Codex, GitHub Copilot, OpenCode 2 2,265 tok
EvilFreelancer/openapi-to-cli npmjs.com Turns any OpenAPI/Swagger API into an CLI with set of commands. One CLI command per endpoi 258 Claude Code, Codex, OpenCode 2 1,059 tok