How real projects configure their agents

22,109 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
qnguyen3/qqcode A lightweight CLI coding agent focused on speed, determinism, and developer control 53 Claude Code, Codex, OpenCode 2 2,476 tok
andreaswasita/copilot-agents-dojo A behavioral governance framework for GitHub Copilot agents — skills.md and instructions t 53 Codex, GitHub Copilot, OpenCode 41 5,305 tok
vieiraae/obsidian-sidekick Meet your AI sidekick — a second brain that brings agents, tools, skills, autocompletion, 53 Claude Code, Codex, OpenCode 2 2,290 tok
hongmaple0820/scale-engine scale-os.hongmaple.top SCALE Engine is an AI engineering scaffolding engine that provides a physical constraint l 53 Claude Code, Codex, Cursor, OpenCode 7 1,215 tok
NihilDigit/waybar-ai-usage Monitor Claude Code and OpenAI Codex CLI usage directly in your Waybar status bar. 53 Claude Code, Codex, OpenCode 2 2,392 tok
tempoxyz/schelk Fast filesystem snapshot and rollback tool for benchmarking 53 Codex, OpenCode 1 46 tok
remix-run/remix-website 53 Claude Code, Codex, OpenCode 5 1,699 tok
solanabr/auditor-skill Claude Code / agentic security skill for Solana programs and software. Full audit-firm lif 53 Codex, OpenCode 1 890 tok
opensearch-project/opensearch-agent-skills A collection of Agent Skills for building search applications and analyzing observability 53 Codex, OpenCode 1 1,274 tok
kalamdb/KalamDB kalamdb.org KalamDB — a lightweight, real-time, storage-efficient SQL database. Designed for per-user 53 Claude Code, Codex, GitHub Copilot, OpenCode 31 2,772 tok
Podden/openwebui_anthropic_api_manifold_pipe Enhanced Anthropic Message API support for Open WebUI, Caching, files API, code execution, 53 Codex, OpenCode 1 2,221 tok
baphuongna/pi-crew 53 Claude Code, Codex, OpenCode 2 2,645 tok
solana-foundation/solana-developer-platform platform.solana.com Solana Developer Platform API and Dashboard 53 Claude Code, Codex, GitHub Copilot, OpenCode 15 1,076 tok
christosk92/WaveeMusic apps.microsoft.com A high-performance Spotify client for Windows — .NET 10 NativeAOT on the FluentGpu engine 53 Claude Code, Codex, OpenCode 7 1,973 tok
trailofbits/agentcov gcov for what lines of code agents read 53 Claude Code, Codex, OpenCode 2 2,200 tok
Boom-Vitt/claude-thai-skills Claude Code skills for Thai users — translation, captions, resumes, official letters, PDPA 53 Codex, OpenCode 1 1,233 tok
ShadowWalker2014/open-sunsama opensunsama.com The first AI-native, open-source task manager. MCP server for Claude/Cursor, REST API, tim 53 Claude Code, Codex, OpenCode 3 3,166 tok
Antonytm/mcp-sitecore-server Model Context Protocol server for Sitecore 53 Claude Code, Codex, OpenCode 2 3,211 tok
IBM/galaxium-travels Demo application for IBM Bob. A complete full-stack application for booking interplanetary 53 Codex, OpenCode 1 2,261 tok
Dicklesworthstone/frankensim Plan-first Rust continuum for certified geometry, physics simulation, optimization, and re 53 Codex, OpenCode 1 9,289 tok
sohaibt/product-mode masteringproducthq.com The most expensive bug in AI-assisted building is shipping the wrong thing, well. A CLAUDE 53 Claude Code, Codex, OpenCode 2 3,840 tok
auratech-lab/r3arxiv-react3-archive 53 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,293 tok
Ekozmaster/Vibe-Reverse-Engineering A set LLM-Friendly tools for Cursor to Reverse Engineer binaries, specially games 53 Claude Code, Codex, GitHub Copilot, OpenCode 6 2,317 tok
moKshagna-p/musico musico-web.vercel.app building letterboxd for music 53 Codex, OpenCode 1 1,108 tok
luizomf/dotfiles youtube.com Otávio Miranda's dotfiles. Almost my entire dev environment lives in this repository. 53 Claude Code, Codex, OpenCode 2 2,836 tok
darraghoriordan/use-miller usemiller.dev A NestJS and NextJS app for selling software products and showing examples of how-tos 52 Codex, GitHub Copilot, OpenCode 2 1,673 tok
uiuing/browser-agent An open-source AI agent for the browser. Bring any model. It plans in the side panel, acts 52 Claude Code, Codex, OpenCode 2 1,865 tok
skuznetsov/adamas-lang Adamas Lang compiler + LSP server with ground-built Crystal Lang compatible parser/type in 52 Claude Code, Codex, OpenCode 2 1,034 tok
TenureAI/PhD-Zero Autoresearch with PhD-level workflows and modular agent skills. Built for the autonomous A 52 Claude Code, Codex, OpenCode 12 3,034 tok
rexleimo/aios cli.rexai.top Local-first AI agent bootstrap: Playwright Browser MCP + ContextDB for Codex CLI, Claude 52 Claude Code, Codex, Gemini CLI, OpenCode 3 10,862 tok
tody-agent/codymaster cody.todyle.com Vibe Coding Framework - Full SaaS Development Team from A-Z with Brain, Self Improvement, 52 Codex, Gemini CLI, OpenCode 2 767 tok
2ue/ccman A tool for managing Claude Code + Codex API + GEMINI CLI + OPENCODE provider configuration 52 Claude Code, Codex, OpenCode 11 9,670 tok
hlhr202/Conductor-for-all npmjs.com Bring the Conductor spec-driven development methodology to any coding environment as skill 52 Claude Code, Codex, OpenCode 8 1,066 tok
jsoncut/jsoncut-skill AI agent skill for seamless integration with JsonCut, enabling automated creation and edit 52 Claude Code, Codex, OpenCode 2 664 tok
liqiongyu/lenny_skills_plus 86 agent-executable skill packs converted from RefoundAI’s Lenny skills (unofficial). Work 52 Claude Code, Codex, OpenCode 2 2,301 tok
aliyun/alibabacloud-dms-mcp-server A universal multi-cloud data MCP Server supporting over 40 types of data source connection 52 Codex, OpenCode 1 2,416 tok
lydakis/mcpx Turn MCP servers into composable CLIs. 52 Codex, OpenCode 1 540 tok
bradwmorris/open-zeu 52 Claude Code, Codex, OpenCode 2 391 tok
rkinas/antec antec - personal agentic system 52 Claude Code, Codex, OpenCode 6 6,151 tok
Marcelo5444/agentic_learning 52 Codex, OpenCode 1 1,486 tok
clawbot7/cli-gateway Chat-channel ↔ ACP agent gateway with scheduler 52 Codex, OpenCode 1 728 tok
leetjourney/home-energy-tracker youtube.com Full microservices Spring Boot 4 - Home Energy Tracker 52 Codex, OpenCode 1 1,772 tok
FredySandoval/pi-browser-template Production-grade template for Pi-powered Chrome extensions 52 Codex, OpenCode 1 1,154 tok
OneSignal/onesignal-node-api OneSignal Node Client 52 Claude Code, Codex, OpenCode 2 789 tok
NVIDIA-Omniverse/ovui The standalone distribution of NVIDIA Omniverse's omni.ui UI framework, extracted to run i 52 Codex, OpenCode 1 2,495 tok
MarlonJD/flutter_desktop_updater pub.dev Sparkle-style auto-updates for Flutter desktop apps: verified releases, release CLI, built 52 Codex, OpenCode 1 674 tok
ZUnfurl/zunfurl Static-first Astro framework for brand sites, Sanity CMS, and read-only Shopify retail cat 52 Codex, OpenCode 1 1,296 tok
PyDevices/pydevices-examples pydevices.github.io Examples, integration guides, and an installable PyScript gallery for the PyDevices driver 52 Codex, OpenCode 1 2,720 tok
lqomg/ClueArk clueark.com A personal AI intelligence assistant for monitoring topics across the web: keyword-driven 52 Codex, OpenCode 1 2,255 tok
BROccoLi-921/AI-testing-evaluation 52 Codex, OpenCode 1 3,023 tok