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
longsizhuo/openInvest openinvest.involutionhell.com Research-grade investment decision engine for AI agents: isolated multi-agent committee, a 84 Claude Code, Codex, OpenCode 2 4,594 tok
Grant-leo/word_chat 84 Claude Code, Codex, OpenCode 3 16,807 tok
cloudmanic/spice-edit spice-edit.com An opinionated mouse-focused terminal editor. 84 Claude Code, Codex, OpenCode 3 2,655 tok
miskibin/warbell miskibin.github.io Action-RPG: a Bevy 0.19 / Rust game — town-building, night sieges, upgrades, bloodline su 84 Claude Code, Codex, OpenCode 8 10,166 tok
hamzafarooq/multi-agent-course 84 Claude Code, Codex, OpenCode 3 2,340 tok
Lawofall/AgentCore fashitianxia.xyz Multi-Agent AI workspace (AgentCore) — genuine Agent team collaboration, not task delegati 84 Codex, OpenCode 1 780 tok
allocnode/oh-my-sage 🛠️ Geek Edition Mi Home Automation AI Agent (SKILL & MCP)—create complex automation rules 84 Claude Code, Codex, OpenCode 2 1,018 tok
diodeme/Gold-Band Desktop app for harness engineering, loop engineering, graph engineering—and whatever come 84 Claude Code, Codex, OpenCode 33 3,084 tok
social-media-skills/skills social-media-skills.com 106 social media skills for AI agents - strategy, writing, video, design, platform growth, 84 Claude Code, Codex, OpenCode 2 669 tok
sysevol-ai/CodeNib codenib.ai A multi-view data system for serving repository context to coding agents. 84 Claude Code, Codex, OpenCode 2 2,803 tok
ferdousbhai/tasty-agent Let Claude manage your tastytrade portfolio. 84 Claude Code, Codex, OpenCode 2 371 tok
hulunote/hulunote hulunote.top AI + Note Hippocampus — Your second brain, powered by AI 84 Codex, OpenCode 1 883 tok
baimard/gestion baimard.github.io 84 Codex, OpenCode 1 65 tok
bcgov/bc-wallet-mobile BC Wallet to hold Verifiable Credentials 84 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,103 tok
BARMPlus/locklens Audit npm, Yarn, and pnpm lockFiles as both an MCP server and a CLI tool. 83 Codex, OpenCode 1 2,164 tok
sandst1/remind sandst1.github.io A memory layer for AI Agents 83 Claude Code, Codex, OpenCode 6 3,153 tok
YanpengQi7/ai-reliability-copilot ai-reliability-copilot.vercel.app Turn a production incident into a structured 9-section LLM response (severity, root cause, 83 Claude Code, Codex, OpenCode 2 4,498 tok
proyecto26/projectx slides.com Tame full-stack chaos with Temporal workflows and React wizardry, the ultimate event-drive 83 Claude Code, Codex, OpenCode 12 2,692 tok
skvdhshuk-blip/hao-code Framework-free PHP Agent SDK for Anthropic, OpenAI Responses, and Chat Completions-compati 83 Claude Code, Codex, OpenCode 2 1,892 tok
attunehq/nudge attune.inc Give your agent a nudge. 83 Claude Code, Codex, OpenCode 5 5,519 tok
agency-ai-solutions/agency-starter-template agency-swarm.ai 83 Claude Code, Codex, Cursor, OpenCode 13 1,986 tok
zeke/faster-chrome-devtools-skill Agent skill that makes Chrome DevTools faster 83 Codex, OpenCode 1 473 tok
themoah/klag new kafka lag exporter: lightweight and extendable. 83 Claude Code, Codex, OpenCode 2 7,078 tok
MRCalderon3D/everything-game-dev-code A universal scaffold for AI-assisted game development. 42 agents, 51 commands, 86 skills. 83 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,933 tok
libre-webui/libre-webui librewebui.org A local-first workspace for chat, private knowledge, artifacts, and isolated model-driven 83 Codex, OpenCode 1 1,820 tok
jananthan30/Resume-Builder AI-powered resume & cover letter generator with dual ATS + HR scoring. Works for any profe 83 Claude Code, Codex, OpenCode 2 10,000 tok
LZheng0411/Lzheng-fitness Lzheng's open-source fitness Agent Skill knowledge base 83 Codex, OpenCode 1 195 tok
luffysolution-svg/obsidian-vault-mcp luffysolution-svg.github.io obsidian-vault-mcp 83 Claude Code, Codex, OpenCode 2 780 tok
snyk/snyk-ls snyk.io Language Server used by IDEs as Snyk Backend for Frontends 83 Claude Code, Codex, Cursor, OpenCode 9 1,343 tok
moorestech/moorestech Animated open world automated factory game 83 Claude Code, Codex, OpenCode 58 4,132 tok
openshift/cluster-kube-apiserver-operator The kube-apiserver operator installs and maintains the kube-apiserver on a cluster 83 Claude Code, Codex, OpenCode 2 1,289 tok
tswistak/Battery-Monitor Battery Monitor for Android 83 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 219 tok
synth-laboratories/synth-ai docs.usesynth.ai Synth Python SDK for Managed Research, Research Factory, and GEPA/GELO optimizer workflows 82 Codex, OpenCode 1 1,558 tok
AgentlyHQ/aixyz aixyz.sh Next.js-like framework building AI Agents that are payment-native. Bootstrap your agent wi 82 Claude Code, Codex, OpenCode 2 2,435 tok
oculus-samples/voicesdk-samples-whisperer Oculus Voice SDK showcase demonstrating the use of Voice SDK in Unity. This project contai 82 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,047 tok
coding-by-feng/ai-agent-session-center aasc.work Real-time dashboard for monitoring Claude Code, Codex, and other AI coding agents—with ani 82 Claude Code, Codex, OpenCode 4 18,595 tok
manusa/podman-mcp-server Model Context Protocol (MCP) server for container runtimes (Podman and Docker) 82 Claude Code, Codex, OpenCode 2 5,781 tok
Snowflake-Labs/ai-ready-data Framework to define AI-ready data and Skills for coding agents to assess and make your dat 82 Codex, OpenCode 1 371 tok
kucherenko/gangsta gangsta.page AI agentic skills framework for spec-driven development, built on the organizational model 82 Codex, Gemini CLI, OpenCode 2 305 tok
existential-birds/beagle existentialbirds.com Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan 82 Claude Code, Codex, OpenCode 3 4,092 tok
TestAny-io/testany-agent-skills A collection of Agent Skills from Testany, providing various professional skills for produ 82 Claude Code, Codex, OpenCode 2 1,422 tok
theinterfold/interfold docs.theinterfold.com An open-source protocol and distributed network for confidential coordination. 82 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 14 815 tok
mongodb-js/zstd A Zstd Compression Library 81 Claude Code, Codex, OpenCode 2 716 tok
yan5xu/oh-my-ai-company A living atlas of AI companies, products, founders, investors, traffic signals, and resear 81 Codex, OpenCode 1 1,879 tok
G12789/mcp-quickstart Forge a working, testable, publishable MCP server in 30s. TypeScript or Python, with examp 81 Codex, OpenCode 1 714 tok
usestring/powhttp-mcp MCP server enabling agents to debug HTTP requests better (using powhttp) 81 Claude Code, Codex, OpenCode 2 1,978 tok
adelinamart/robrain robrain.dev Shared memory across your team and your AI agents — with judgment about what's worth keepi 81 Codex, OpenCode 1 247 tok
JasonBoy/msw-mcp msw-mcp-docs.vercel.app Cli & MCP server for msw (Mock Service Worker) for AI Agents with dynamic mocking 81 Claude Code, Codex, OpenCode 2 940 tok
jmandel/health-skillz health-skillz.joshuamandel.com A Claude Skill for connecting to and analyzing personal health records via SMART on FHIR 81 Codex, OpenCode 1 581 tok
quailyquaily/mistermorph mistermorph.com Unified Agent + reusable Go agent core. 81 Codex, OpenCode 1 852 tok