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
NateBJones-Projects/ringer Ringer — parallel AI-agent swarm orchestrator. Ringside — its native mission-control HUD. 285 Claude Code 1
jens-duttke/usage-monitor-for-claude Lightweight Windows tray app that monitors your Claude rate limits in real time - portable 285 Claude Code 6
ncr/rack-proxy A request/response rewriting HTTP proxy. A Rack app. 284 Claude Code, Codex, OpenCode 2 1,588 tok
groupzer0/vs-code-agents A multi-agent workflow system for GitHub Copilot in VS Code that brings structure, quality 284 Claude Code, Codex 1
Markemp/Cryengine-Converter heffaypresents.com A c# program to convert Crytek files to Collada (XML) format 284 Claude Code, GitHub Copilot 5 4,348 tok
zenml-io/kitaru kitaru.ai Agent traces you can run, not just read. 284 Claude Code, Codex, OpenCode 10 5,579 tok
captivus/chrome-agent 284 Codex, OpenCode 1 6,373 tok
mastergo-design/mastergo-magic-mcp mastergo.com MasterGo Magic MCP is a standalone MCP (Model Context Protocol) service designed to connec 284 Claude Code 1 1,847 tok
microsoft/model-mondays microsoft.github.io Model Mondays is a weekly livestream with Discord office hours - to help you navigate the 284 Codex, OpenCode 1 3,385 tok
remorses/errore errore.org Errors as values for TypeScript. Fully type safe error handling. 283 Codex, OpenCode 1 397 tok
nicepkg/ai-workflow ai-workflow.xiaominglab.com 🚀 170+ pre-built skills for Claude Code, Cursor, Codex & 14+ AI tools. Stop re-teaching 283 Claude Code, Codex, OpenCode 2 1,013 tok
starkware-libs/stwo-cairo Prove Cairo programs with the blazing-fast S-two prover, powered by the cryptographic brea 283 Claude Code, Codex, OpenCode 2 3,186 tok
leopiney/linus-torvalds-skills A single CLAUDE.md file to improve Claude Code behavior, derived from Linus Torvalds' obse 283 Claude Code 1 1,265 tok
codemie-ai/codemie-code AI Run CodeMie CLI with analytics capabilities 283 Claude Code, Codex, OpenCode 10 4,048 tok
austintgriffith/ethskills ethskills.com The missing knowledge between AI agents and production Ethereum. 283 Claude Code, Codex, OpenCode 2 6 tok
unnoo/zsxq-skill 283 Claude Code, Codex, OpenCode 2 2,686 tok
poteto/brainmaxxing stupid simple persistent memory and skill improvement 283 Claude Code, Codex 10 90 tok
BlackBeltTechnology/pi-agent-dashboard pi-dashboard.dev Real-time web dashboard for pi coding-agent sessions. Multi-session view, live chat mirror 283 Claude Code, Codex, OpenCode 2 2,365 tok
pangxiaobin/MarkCardStudio markcard.woollypix.cn MarkCard Studio is a local-first Markdown social media card layout and export tool. Turn M 283 Codex, OpenCode 1 2,135 tok
bliporg/blip blip.game Blip is a cross-platform fully scriptable game engine and distribution platform. 283 Claude Code 3
cuneytozseker/TinyProgrammer Tiny programmer sitting on your desk and trying its best. 282 Claude Code, Codex, OpenCode 2 1,316 tok
machinegpt/agent apxgpt.com Jinx 282 Claude Code 1 205 tok
python/python-docs-zh-tw docs.python.org Traditional Chinese (zh-tw) translation of the Python Documentation 282 Claude Code 7 413 tok
pwno-io/pwno-mcp docs.pwno.io MCP for Pwn 282 Codex, OpenCode 1 996 tok
dorylab/dory getdory.dev AI-native SQL client for humans and agents. Query, explore, visualize, and open agent data 282 Claude Code, Codex, OpenCode 2 2,454 tok
in-the-weeds-hannah-stulberg/substack-articles Learn AI fundamentals, tips, tricks and workflows from In the Weeds articles, with an AI i 282 Claude Code, Codex, OpenCode 5 9,070 tok
bdfinst/agentic-dev-team 281 Claude Code 9 3,254 tok
tfutils/tfscaffold 281 Claude Code, Codex, GitHub Copilot, OpenCode 14 4,079 tok
MadAppGang/claude-code claude code plugins marketplace 281 Claude Code 2 2,947 tok
ProjectKumo/KumoApp usekumo.app A calm, native macOS client for the Mihomo proxy core, built with SwiftUI and a shared age 281 Claude Code, Codex, OpenCode 16 687 tok
varun29ankuS/shodh-memory shodh-memory.com Local, LLM-free memory for AI agents. A single offline Rust binary — deterministic and aud 281 Claude Code 3 532 tok
vercel/vercel-plugin vercel.com Comprehensive Vercel ecosystem plugin — relational knowledge graph, skills for every major 281 Claude Code 2 3,248 tok
Higangssh/homebutler homebutler.dev 🏠 Tells you what changed on your server — only what's worth telling. Single Go binary, no 281 Claude Code 1 628 tok
KitionAI/kition kition.ai Kition brings Markdown, DataTable, WhiteBoard, a tool-using AI agent, browser research, an 281 Codex, OpenCode 2 1,110 tok
public-ui/kolibri public-ui.github.io The accessible HTML-Standard 281 Claude Code, Codex, GitHub Copilot, OpenCode 7 9,963 tok
bahayonghang/drawio-skills bahayonghang.github.io drawio skills for cc,codex 281 Codex, OpenCode 1 910 tok
nyanko3141592/remotion-voicevox-template Remotion + VOICEVOX video template (Zundamon & Metan dialogue videos) 280 Claude Code 1 4,056 tok
virtengine/bosun bosun.engineer Autonomous Engineering 280 Claude Code, Codex, OpenCode 3 857 tok
Corgea/Sighthound corgea.com Corgea's rule-based SAST scanner 280 Codex, OpenCode 1 847 tok
handsomeZR-netizen/mathmodel-skill A mathematical modeling skill for three competitions (CUMCM/MCM/Electrician Cup)—harness-a 280 Codex, OpenCode 1 604 tok
Qiuner/ai-application-roadmap A bilingual map of AI engineering evolution, real-world AI usage patterns, and vibe coding 279 Claude Code, Codex, OpenCode 2 847 tok
axeldelafosse/loop Dead-simple Bun CLI that runs Codex and Claude Code in a loop. 279 Claude Code, Codex, OpenCode 6 668 tok
Signet-AI/signetai signetai.sh Sync and store memories, shared identity files (AGENTS.md, CLAUDE.md), session transcripts 279 Claude Code, Codex, OpenCode 4 2,249 tok
dedene/zentty zentty.org A native macOS terminal for agent-driven development, built on Ghostty. 279 Claude Code, Codex, OpenCode 2 1,426 tok
Kele-Bingtang/teek-design-vue3 vue3-design.teek.top Teek is a visually polished, feature-rich, out-of-the-box enterprise administration system 279 Cursor 1 977 tok
CYRUS-STUDIO/CyReverse cyrus-studio.github.io Sample code from Android reverse engineering articles 279 Gemini CLI 1 140 tok
vidarh/writing-a-compiler-in-ruby hokstad.com Code from my series on writing a Ruby compiler in Ruby 278 Claude Code, Codex, OpenCode 2 4,366 tok
jxnl/dots 278 Codex, OpenCode 1 231 tok
snolab/CapsLockX snolab.github.io Manipulate your computer like a hacker! 278 Claude Code, Codex, OpenCode 2 4,184 tok
kevinwatt/yt-dlp-mcp A Model Context Protocol (MCP) server that bridges Video & Audio content with Large Langua 278 Claude Code 2 2,070 tok