How real projects configure their agents

22,170 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
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
Horosheff/Excalibur-2-Cloud 6 Claude Code, Codex, Cursor, OpenCode 36 880 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
AlexanderJ-Carter/MyCook cook.alexander.xin MyCook is a static website combining and organizing two excellent recipe projects: CookLik 6 Codex, Cursor, OpenCode 3 1,362 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
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
cniska/skills My engineering skills for AI coding agents 6 Claude Code, Codex, OpenCode 2 330 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
LongLeo287/seosona-flow seosona-flow.vercel.app SEOSONA Flow — Chrome MV3 extension tự động hoá tạo ảnh/video AI (Google Flow, ChatGPT, Ge 6 Claude Code, Codex, OpenCode 21 284 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 Free Codex model-routing plugin: don't convene a large committee for small changes; bring 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
kelegele/ai-offline-translator kelegele.github.io Offline translation app based on the Hy-MT1.5 model and llama.cpp, with native inference o 6 Codex, OpenCode 1 5,407 tok
polymaths-org/ClawDroid 6 Codex, OpenCode 1 10,518 tok
JadeAndStone/NKU-Rust-Project Nankai University sophomore Rust course final project 6 Codex, OpenCode 1 119 tok
PeramatoG/Peraviz luismaperamato.com Early-stage open-source MVR live visualizer built with Godot and Art-Net support. 6 Codex, OpenCode 1 619 tok
Xiddoc/AndroidAutoX Opening the door to more features of Android Auto, based on Magisk. Successor to AA-AIO-Tw 6 Claude Code, Codex, OpenCode 2 4,780 tok
pluggyai/agent-skills 6 Claude Code, Codex, OpenCode 2 1,066 tok
mirpo/windows-steam-on-apple-silicon Free, working guide to run the Windows Steam client and Windows-only games on Apple Silico 6 Codex, OpenCode 1 3,432 tok
daveepope/beanz Cognitive debt scoring for AI coding session 6 Claude Code, Codex, OpenCode 2 2,518 tok
kennethlove/hangrier_games 6 Claude Code, Codex, OpenCode 7 2,158 tok
alanadson/yard 6 Claude Code, Codex, OpenCode 2 3,349 tok
dliberalesso/nix-config My personal NixOS configuration using flakes, unify, and Home Manager 6 Codex, OpenCode 1 1,249 tok
htetaunglin-coder/htetaunglin-coder.dev htetaunglin-coder.dev My personal portfolio built with Next.js, showcasing my projects, blog posts, and a bit ab 6 Claude Code, Codex, OpenCode 2 4,936 tok
Indemnity83/logistics 6 Claude Code, Codex, OpenCode 6 23,687 tok
gdaegeun539/runfit_flutter_vibeton A health-themed running app created for the Flutter Korea 2025 Vibe Hackathon. 6 Codex, Gemini CLI, OpenCode 2 1,764 tok