How real projects configure their agents

31,998 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
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
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
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
trycompai/evie evie-landing-two.vercel.app 6 Claude Code, Codex, OpenCode 20 3,653 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
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
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
mengxuebi-mush/field-guide-map Create your own field guide for something you love 6 Claude Code 1 1,322 tok
gaozhi-ustc/paddleocr-dgx 6 Claude Code 1 22,987 tok
HanshangZhu/Collab_QRC Multi-robot autonomous exploration with Unitree Go2W — ROS 2 / MuJoCo 6 Claude Code 1 5,394 tok
bh679/dungeon-train-mc Dungeon Train — Minecraft port of brennanhatton.itch.io/dungeontrain. Forge 1.20.1 + Valky 6 Claude Code 4 5,567 tok
helicerat/llm-wiki-loop An LLM-maintained wiki for work that gets measured. Every claim carries n - the number of 6 Claude Code, Codex, OpenCode 7 1,225 tok
aTanguay/ComfyUI_Detonate A collection of Nuke-style extra nodes to allow more traditional compositing workflow 6 Claude Code 1 2,994 tok
lihaimin0821/vibe-coding-prompt-template-cn Chinese-translated vibe-coding prompt templates. 6 Claude Code 6
gokay-ai/sheep Undo for AI coding agents. Every agent turn becomes a restorable checkpoint. 6 Claude Code, Codex, OpenCode 2 5,416 tok
johnthreekay/Ryokan Self-hosted anime PVR inspired by Sonarr 6 Claude Code, Codex, OpenCode 8 27,831 tok
Sergei-thinker/claude-code-course-ru Interactive Russian-language Claude Code course for product managers. 6 Claude Code 46 614 tok
MrJoeSack/pm-prompts Product management prompts and tools for clear thinking 6 Claude Code 27 1,159 tok
Lucaswangzcx/read-paper 6 Claude Code 1 699 tok
HanshGoyal/second_brain 6 Claude Code 1 880 tok
bio-oracle/pyo_oracle bio-oracle.github.io Python client for the Bio-ORACLE ERDDAP server. Built upon erddapy. 6 Claude Code 1 803 tok
johnhboyer-sys/plato-reader The Plato Reader — parallel Greek/English complete works of Plato with Stephanus citations 6 Claude Code 1 2,334 tok
younessili/aesthetic-thumbnails AI-powered thumbnail creation system for YouTube creators 6 Claude Code 1 3,910 tok
kyle-chalmers/semantic-layer-demo Companion repo for KC Labs AI video: Semantic Layers - Bundled vs Standalone. Demos Snowfl 6 Claude Code 1 913 tok
iiamit/pdflight One hyperlinked, offline PDF of the FAA reference corpus. Handbooks, ACS, AIM, 14 CFR, ACs 6 Claude Code 1 10,135 tok
unrealandychan/clean-code-skill This is a skill template for clean code and DDD. 6 Claude Code, Gemini CLI 68
AgentWorkforce/burn The first step to burning less tokens is understanding how many you burn to begin with 6 Claude Code, Codex, OpenCode 2 1,452 tok
dungnotnull/parent-mindful-guide-agent 💡 AI-powered Socratic tutoring agent for children. Privacy-first, runs local SLMs, and gu 6 Claude Code 1 3,120 tok
jmcmeen/python-backend A template for backend architecture in Python 6 Claude Code 1 1,197 tok
Milo0821/Zephyr_mcp_server Mcp for Zephyr, management test case, test run and test plan 6 Claude Code 1 1,899 tok
dmorrill/gmail-mcp-multi a Gmail MCP server with native multi-account support. Manage multiple Gmail accounts from 6 Claude Code 1 248 tok
unicornops/uptime-kuma-notifier Uptime Kuma macOS menu bar notification app 6 Claude Code, Codex, OpenCode 2 721 tok
seoshmeo/agentboard Acceptance-driven development board for AI agents 6 Claude Code 1 2,509 tok
ddgonzal3/rally A native app for calm, focused agentic development across multiple repos and branches. 6 Claude Code 2 2,333 tok
selmakcby/jarvis 🦾 Jarvis v1 · OpenClaw + Claude Code'u ortak Markdown vault'la birleştiriyorum. Discord b 6 Claude Code, Codex, OpenCode 2 862 tok
SZWzz/AStockPursue StockPursue — AI Quantitative Trading Research Platform 6 Claude Code 1 3,606 tok
felixzhu97/explore-chat whatschat-web.vercel.app A social and messaging platform with feed, chat, and calls. It is written in TypeScript wi 6 Claude Code, Cursor 6
kratsg/rucio-mcp rucio-mcp.readthedocs.io MCP Server for Rucio Clients 6 Claude Code 1 6,726 tok
lemaiwo/btp-mcp-server 6 Claude Code 1
sultanassi95/mission-control A CTO-grade operating system for your portfolio of projects, pre-loaded with hard-won engi 6 Claude Code 21 281 tok
linxiaobin0023/agent-harness An Agent Harness system for the full product development lifecycle. 6 Claude Code 12
pwl1987/ai_story Automated generation tools for AI videos, AI anime, AI short dramas, and AI comics. 6 Claude Code, Codex, Gemini CLI, OpenCode 3 7,694 tok
CAREEMER/appflowy-mcp Appflowy HTTP MCP server for Self hosted solution 6 Claude Code, Codex, OpenCode 2 671 tok
Roshan-RB/Autodesk_MCP Custom MCP server built for Autodesk Alias API Documentation 6 Claude Code, Codex, OpenCode 2 624 tok