How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
Sn4kyGit/antigravity-project-starter Antigravity Supercharged Project Engine. A complete AI Agent architecture featuring jCodeM 20 Claude Code, Codex 6 —
Tiziano-AI/pi-continue Pi package that keeps long runs moving with safe mid-run compaction and a focused continua 20 Codex, OpenCode 1 6,873 tok
eliavamar/repositories-wiki 20 Codex, OpenCode 1 170 tok
tiny-flowlab/novel-studio-copilot-cli AI-powered multi-agent novel creation system for GitHub Copilot CLI 20 Claude Code, Codex, OpenCode 27 1,574 tok
project-koku/koku-metrics-operator Operator to obtain OCP usage data and upload it to koku. 20 Claude Code, Codex, OpenCode 5 1,124 tok
waynesutton/convex-mcp-visual npmjs.com Schema visualizer and dashboard tools for exploring Convex databases. Opens interactive br 20 Claude Code, Codex, OpenCode 2 1,433 tok
rickicode/patchright-browser MCP server for browser automation via Patchright. Multi-profile Chromium, headed/headless, 20 Codex, OpenCode 1 686 tok
validatedpatterns/docs validatedpatterns.io Validated Patterns documentation 20 Codex, OpenCode 1 2,421 tok
sanjeed5/cursor-slidev sanjeed5.github.io Make slides using Cursor. Sample slides below: 20 Claude Code, Codex, OpenCode 23 3,324 tok
KitTheFox123/workspace Kit's open-sourced agent workspace 🦊 - SOUL.md, memory, knowledge, scripts 20 Codex, OpenCode 1 628 tok
vvvvvivekkk/LLM-Wiki-v3 20 Codex, OpenCode 1 1,507 tok
rmedranollamas/research-cli Gemini Deep Research Agent CLI 20 Claude Code, Codex, OpenCode 5 877 tok
dawangcoding/ClawUI Cross-platform desktop client for OpenClaw — built-in Gateway management, onboarding wizar 20 Codex, OpenCode 1 6,103 tok
hyungchulc/memory-forest A verifiable local memory architecture for long-running AI agents 20 Codex, OpenCode 1 195 tok
xrf9268-hue/llm-council-plugin 20 Claude Code, Codex, OpenCode 2 1,588 tok
RayFernando1337/minimal-realtime-kit Minimal, bring-your-own-key GPT Realtime voice agent (Swift/iOS) — spec, plan & starter sn 20 Codex, OpenCode 1 1,871 tok
chartrambiz/diaMCP An all-in-one MCP server exposing file operations, web search, git operations, shell comm 20 Codex, OpenCode 1 2,200 tok
tallesborges/zdx An agentic CLI, built in rust. 20 Codex, OpenCode 1 2,805 tok
Go1c/LumioAgent LumioAgent 20 Claude Code, Codex, OpenCode 4 603 tok
pierreb-devkit/Vue weareopensource.me :computer: Vue - Boilerplate Front : Vue 3, Pinia, Vuetify 3, JWT, Jest 20 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,605 tok
dbmcco/shell-scenario-panel Claude Code-powered Shell scenario planning system with multi-specialist consultation 20 Claude Code, Codex, OpenCode 8 7,736 tok
SYZ-Coder/prd-spec-workspace Converts product requirements into documents that AI can understand (input supports images 20 Codex, OpenCode 1 1,712 tok
saturngod/Waing AI Agent ဝိုင်းတော်သားများ 20 Claude Code, Codex, OpenCode 2 1,710 tok
DevCycleHQ/cli docs.devcycle.com DevCycle - CLI 20 Codex, OpenCode 1 1,305 tok
BalajSaleem/criterion criterion.life Quran based intelligence 20 Codex, GitHub Copilot, OpenCode 2 408 tok
noricha-vr/WebScreen 20 Codex, OpenCode 1 1,853 tok
arittr/spectacular ⚓✨ Spec-anchored, stack-driven development tools for Claude Code 20 Claude Code, Codex 2 5,858 tok
Zenobia000/claude-Godzilla-z 20 Claude Code, Codex 38 752 tok
charliesbot/one A beautifully designed fasting tracker with full Wear OS support. 20 Claude Code, Codex, Gemini CLI, OpenCode 3 1,076 tok
ankit-thawal47/overwatch 20 Claude Code, Codex, OpenCode 2 1,849 tok
AllDmeat/kaiten-mcp 20 Claude Code, Codex, OpenCode 11 115 tok
ipdelete/mcp-code-execution Python implementation of the code execution pattern for Model Context Protocol (MCP) 20 Claude Code, Codex, OpenCode 5 1,014 tok
savannah-i-g/nanotracker-api-sdk Drive a live nanoTracker session (https://federatedindustrial.com/tracker) from any AI cod 20 Claude Code, Codex, GitHub Copilot, OpenCode 10 3,370 tok
dingshuxin353/acp Agent Communication Protocol - a message format standard for efficient communication betwe 20 Claude Code, Codex, OpenCode 2 1,652 tok
pierreb-devkit/Node weareopensource.me :computer: Node - Boilerplate Back : Express, Jwt, Mongo, Sequelize 20 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,293 tok
Rockielab/rockie-codex Autonomous AI research harness for OpenAI Codex CLI. Sibling to rockie-claude (Claude Code 20 Codex, OpenCode 1 905 tok
thirawat27/Ruvyxa npmjs.com Ruvyxa is a production-minded web framework built around clarity, speed, and control. It k 20 Claude Code, Codex, OpenCode 2 15,806 tok
AyanbekDos/ponystack Think expensive, write cheap. A Claude Code plugin that marries gstack's process with pony 20 Codex, OpenCode 1 325 tok
barseghyanartur/fake.py pypi.org Minimalistic, standalone alternative fake data generator with no dependencies 20 Claude Code, Codex, OpenCode 2 3,382 tok
AndyUneducated/alchemy 20 Codex, OpenCode 1 138 tok
imqueue/cli imqueue.org CLI for @imqueue — scaffold Redis-RPC microservices, generate typed clients, and manage a 20 Codex, OpenCode 1 2,991 tok
UM-ARK/UM-All-Frontend umall.one An all-in-one campus information and tools app for everyone at the University of Macau—ARK 20 Codex, OpenCode 1 725 tok
phodal/harness-engineering Harness Engineering: Turning AI-generated code into verifiable, controllable, and producti 20 Codex, OpenCode 1 243 tok
OpenCompanyApp/kosmokrator AI coding agent for the terminal — PHP 8.4, Symfony TUI, mythology-themed 20 Claude Code, Codex, OpenCode 2 4,943 tok
mullionlabs/mullion-ts mullion-demo-helpdesk.vercel.app Type-safe LLM context management for TypeScript 20 Claude Code, Codex, OpenCode 2 4,227 tok
frostney/GocciaScript An ECMAScript engine for embedding, with sensible defaults that are easy to customize: hos 20 Claude Code, Codex, OpenCode 33 1,495 tok
B3Pay/ic-reactor b3pay.net TypeScript and React client for Internet Computer canisters: typed calls from a .did file, 20 Claude Code, Codex, OpenCode 2 4,858 tok
jianxcao/qbittorrent-web A modern, feature-rich web interface for qBittorrent client management 20 Claude Code, Codex, OpenCode 4 1,999 tok
nguyenvanduocit/research-kit 💫 Toolkit to help you get started with Spec-Driven Research 20 Claude Code, Codex, OpenCode 2 6,040 tok
shuxueshuxue/ccm-orchestra Manage interactive Claude Code agents in tmux and coordinate visible collaboration and han 20 Codex, OpenCode 1 1,331 tok