How real projects configure their agents

23,196 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
yusufkaraaslan/tote Tote — one window for all your LLMs. Web apps, native apps and CLI agents (Claude Code, Co 6 Claude Code, Codex, OpenCode 2 11,738 tok
mozilla/blender mozilla.github.io 6 Claude Code, Codex, GitHub Copilot, OpenCode 4 319 tok
S1M0N38/pi-voice npmjs.com Give voice to your Pi agent 🗣️ 6 Claude Code, Codex, OpenCode 4 1,708 tok
tamirdresher/squad-for-kids Squad for Kids — AI-powered personalized learning teams for children. 6 Claude Code, Codex, GitHub Copilot 14 520 tok
warpdotdev/oz_workspace_agent 6 Claude Code, Codex, OpenCode 4 254 tok
apelogic-ai/db-mcp db-mcp is a desktop MCP server that connects Claude to databases and continuously improves 6 Claude Code, Codex, OpenCode 4 5,094 tok
Eliclx/p1-cabin-agent Smart cockpit 6 Codex, OpenCode 1 4,562 tok
AEON-7/aeon-music-video Audio-reactive music video builder. librosa-driven beat / onset / RMS detection drives ffm 6 Codex, OpenCode 1 1,166 tok
manaflow-ai/cmux-home Minimal cmux home TUI for launching and monitoring agent workspaces 6 Codex, OpenCode 1 217 tok
RealAdarsh/jj-skill Cross-agent Jujutsu (jj) workflow skill for coding agents (Codex, Claude, Gemini, and AGEN 6 Claude Code, Codex, Gemini CLI, OpenCode 3 312 tok
gaijinjoe/herdres a herdr to hermes integration 6 Codex, OpenCode 1 2,791 tok
flipt-io/mcp-server-flipt npmjs.com 6 Claude Code, Codex, OpenCode 3 1,802 tok
dl4rce/flaiwheel MCP Docs Vector - Documentation vectorization and search via MCP 6 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,983 tok
groktopus/loop-designer Autonomous agent loop design in 10 steps — from /goal to unattended cron loops with memory 6 Codex, OpenCode 1 336 tok
fonsecafns/sentinela Um auditor de segurança que vive dentro do seu agente de IA. Varre o projeto inteiro, usa 6 Codex, Gemini CLI, OpenCode 2 17,496 tok
SafetyMP/Autonomous-EHS-Management autonomous-ehs-management.vercel.app Self-hosted EHS console: incidents, CAPA, audits, and TRIR-style metrics in PostgreSQL. Op 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 21 1,577 tok
felinics/ui 🐱 Felinic design system 6 Codex, OpenCode 1 14,281 tok
PinataCloud/agent-templates Central repository for Pinata agent template examples 6 Claude Code, Codex, OpenCode 2 761 tok
gmantoha/ctrlx-os-agent-skills 6 Codex, OpenCode 1 567 tok
devkade/pi-opentelemetry 6 Codex, OpenCode 1 236 tok
polaralias/homeassistant-cozylife Home Assistant integration for CozyLife devices with local control, IP scanning, and confi 6 Codex, OpenCode 1 816 tok
Human-Cognome-Project/human-cognome-project Human Cognome Project: Mapping thought geometry across all sentience. Pre-alpha working gr 6 Codex, OpenCode 1 607 tok
ghuyphan/docuflow-studio 6 Codex, OpenCode 1 1,494 tok
chess99/quant-strategies Investment research and strategy system 6 Codex, OpenCode 2 1,120 tok
maxlongint/Vibe-Coding-Rule 6 Codex, OpenCode 1 3,281 tok
Comfy-Org/github-workflows Shared reusable GitHub Actions workflows for Comfy-Org 6 Claude Code, Codex, OpenCode 2 2,910 tok
alohays/paper2pr AI/ML Paper → Presentation-ready Beamer + Quarto slides via Claude Code multi-agent workfl 6 Claude Code, Codex, OpenCode 24 9,688 tok
Scisaga/Shire Basic questionnaire example. 6 Codex, OpenCode 1 1,005 tok
arnobt78/RAG-PDF-Chat-Multi-Agent-Pipeline--Python-React-FullStack pdf-chat-scrapper.vercel.app A full-stack RAG demo you can run locally or deploy to a VPS: upload a PDF, build a per-br 6 Claude Code, Codex, OpenCode 2 671 tok
Nigelw/Takes takes.nigelwarren.com A beautiful macOS app for comparing multiple versions of audio tracks. 6 Claude Code, Codex, OpenCode 4 2,627 tok
Hypercart-Dev-Tools/AI-DDTK-Fix-Iterate-Loop fixiterateloop.com Fix Iterate Loop - WP 6 Claude Code, Codex, OpenCode 2 6,115 tok
mathruffian-dot/ai-agent-ep04 AI Agent fundamentals EP04: Connecting external tools (Google vs. non-Google, channels × a 6 Codex, OpenCode 1 479 tok
ogerly/AAMS ogerly.github.io AAMS - Autonomous Agent Manifest Specification 6 Codex, OpenCode 1 723 tok
duyet/oma oma.duyet.net Open Managed Agents and self-hosted Claude Tag-style agent runtime. Drop-in compatible; ru 6 Claude Code, Codex, Cursor, OpenCode 6 29,803 tok
hgaddipati1118/slop-index The Slop Index: a benchmark ranking frontier LLMs by how much AI slop their writing contai 6 Claude Code, Codex, OpenCode 2 1,981 tok
andersonlemesc/Oryntra Open-source LLM agent platform for Chatwoot — Laravel 13 + Filament + Python/LangGraph 6 Claude Code, Codex, Gemini CLI, OpenCode 15 7,698 tok
ronald2wing/.gitignores gitignores.com A well-organized, comprehensive collection of .gitignore templates for various programming 6 Codex, OpenCode 1 641 tok
maelrx/Zugzwang Pushing general-purpose LLMs to their chess limits — no fine-tuning, no specialized models 6 Claude Code, Codex, OpenCode 21 1,161 tok
asimons81/hardproof A persistent, risk-aware engineering protocol for Hermes Agent. Software has to earn done. 6 Codex, OpenCode 1 3,105 tok
cihuyyama/marionette Thin Rust OpenAI-compatible proxy pool (grok-cli + qoder) with React admin dashboard 6 Claude Code, Codex, OpenCode 2 8,977 tok
PyTorchKR/terms-kr terms.kr [WIP] AI/ML glossary (terms.kr) by the PyTorch Korean User Group (PyTorchKR) 6 Claude Code, Codex, OpenCode 3 1,243 tok
wshaddix/sqlci A very simple sql script migration utility for continuous integration and automated deploy 6 Codex, OpenCode 1 2,483 tok
sima-neat/core developer.sima.ai SiMa.ai Palette Neat Library 6 Claude Code, Codex, OpenCode 3 3,958 tok
Picadcl/Wiki-Picadcl 6 Claude Code, Codex, OpenCode 5 726 tok
claclark/Cottontail Annotative indexing 6 Codex, OpenCode 1 574 tok
BottleYo/model-economy bottleyo.github.io 免费的 Codex 分工插件:小改动别开大会,难题再请强模型。按任务安排模型、推理强度与检查,支持获授权的可见任务。Free Codex model-routing plugin: 6 Codex, OpenCode 1 376 tok
eimg/hyprarch Arch Linux desktop kickstart: Hyprland + Quickshell + greetd/UWSM 6 Codex, OpenCode 1 264 tok
wxk995/agent-kb-template A lightweight Markdown + Git knowledge base template for AI agents, with hot/warm/cold con 6 Claude Code, Codex, OpenCode 2 603 tok
suhaas/earnings-edge Multi-agent (LangGraph + Claude) app that turns an earnings call into a source-attributed 6 Claude Code, Codex, GitHub Copilot, OpenCode 13 14,546 tok
cmehmetd/Vow Web sayfalarından video, ses ve altyazı akışlarını otomatik olarak algılayan bir Chromium 6 Codex, OpenCode 1 675 tok