How real projects configure their agents

43,547 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
NVIDIA/cosmos-curator Cosmos Curator is a powerful video curation system that processes, analyzes, and organizes 268 Claude Code, Codex, Gemini CLI, OpenCode 3 1,442 tok
notdp/kiro-for-cc 267 Claude Code 2 991 tok
sachitrafa/YourMemory yourmemoryai.xyz Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on 267 Claude Code 1 156 tok
avivl/claude-007-agents 🤖 A unified AI agent orchestration system featuring 10's of specialized agents across 14 267 Claude Code 6 6,131 tok
saeloun/miru-web miru.so Miru | Time Tracking and Invoicing and Employee Benefits. Built using Ruby On Rails and Re 267 Claude Code, Codex, OpenCode 4 1,466 tok
PacificStudio/openase pacificstudio.ai Ticket-Driven Automated Software Engineering. OpenASE is an all-in-one platform that turns 267 Codex, OpenCode 9 1,518 tok
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
Scottcjn/rustchain-bounties rustchain.org Earn RTC crypto by contributing to the RustChain ecosystem. Bounties from 1-150 RTC. Star, 266 GitHub Copilot 2 505 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
yazinsai/tilawa tilawa.dev Offline Quran verse recognition — identify surah and ayah from audio. (Formerly offline-ta 265 Codex, OpenCode 1 1,281 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
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
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
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
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
Coff0xc/AutoRedTeam-Orchestrator MCP-native security automation workbench (SDK + CLI + MCP) — authorized testing + static A 263 Codex, OpenCode 1 1,693 tok
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