How real projects configure their agents

44,817 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
Bitterbot-AI/bitterbot-desktop bitterbot.ai Bitterbot - a mesh of agents that turns shared experience into collective capability. 2,481 Codex, OpenCode 1 3,033 tok
Infisical/agent-vault docs.agent-vault.dev A HTTP credential proxy and vault for AI agents like Claude Code, OpenClaw, Hermes, custom 2,481 Claude Code, Codex, OpenCode 4 3,229 tok
eugr/spark-vllm-docker Docker configuration for running VLLM on dual DGX Sparks 2,472 Codex, OpenCode 1 346 tok
Draculabo/AntigravityManager Antigravity Manager is a desktop application for managing the Google accounts used by Anti 2,469 Claude Code, Codex, OpenCode 45 2,253 tok
RAIT-09/obsidian-agent-client rait-09.github.io Bring AI agents into Obsidian via Agent Client Protocol (ACP), such as Claude Code, Codex 2,468 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 5,375 tok
PimpinPumpkin/Vela velamaps.org Maps and turn-by-turn navigation for Android without Google Play Services: the best of ope 2,467 Claude Code 1 9,499 tok
llmsresearch/paperbanana Open source implementation and extension of Google Research’s PaperBanana for automated ac 2,466 Claude Code, GitHub Copilot 4 890 tok
Django-CRM/Django-CRM bottlecrm.io BottleCRM: free, open-source (MIT) CRM with sales, support tickets and invoicing in one ap 2,464 Claude Code 1 3,746 tok
subsy/ralph-tui ralph-tui.com 2,461 Claude Code, Codex, OpenCode 3 1,095 tok
exceptionless/Exceptionless exceptionless.com Exceptionless application 2,456 Claude Code, Codex, OpenCode 16 2,274 tok
digitalsamba/claude-code-video-toolkit AI-native video production toolkit for Claude Code 2,453 Claude Code, Codex, OpenCode 3 13,631 tok
vercel/chat chat-sdk.dev Universal chat layer for building bots and agents. 2,451 Claude Code, Codex, OpenCode 4 1,381 tok
jnMetaCode/agency-orchestrator ao.aiolaola.com 🚀 One sentence → your one-person company of AI experts → complete deliverable in minutes. 2,447 Claude Code 1 7,998 tok
antonbabenko/terraform-skill Terraform & OpenTofu Skill for AI Agents - testing, modules, CI/CD, and production pattern 2,446 Claude Code 1 2,390 tok
FullAgent/fulling fulling.ai Fulling is an AI-powered Full-stack Engineer Agent. Built with Next.js, Claude, shadcn/ui, 2,445 Codex, OpenCode 1 874 tok
lestrrat-go/jwx Complete implementation of JWx (Javascript Object Signing and Encryption/JOSE) technologie 2,444 Claude Code, Codex, OpenCode 3 3,354 tok
QoderAI/better-harness qoderai.github.io An open-source Harness Engineering platform for coding agents—define harnesses as code, ru 2,443 Claude Code, Codex, OpenCode 6 2,535 tok
utkuozdemir/pv-migrate CLI tool to easily migrate or backup/restore Kubernetes persistent volumes 2,432 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 8,694 tok
OPCFoundation/UA-.NETStandard OPC Unified Architecture .NET Standard 2,431 Claude Code, Codex, GitHub Copilot 6 4,031 tok
0xMassi/webclaw webclaw.io Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data 2,430 Claude Code 1 5,671 tok
iamlukethedev/Claw3D claw3d.ai Claw3D is an open source 3D engine built on OpenClaw for creating games, simulations, and 2,429 Codex, OpenCode 1 608 tok
spacedriveapp/spacebot spacebot.sh An AI agent for teams, communities, and multi-user environments. 2,426 Codex, OpenCode 1 5,503 tok
landing-ai/ade-cli docs.landing.ai The official CLI for Agentic Document Extraction (ADE) by LandingAI — parse documents and 2,424 Claude Code 2 200 tok
langhuihui/monibuca monibuca.com 🧩 Monibuca is a Modularized, Extensible framework for building Streaming Server 2,422 Claude Code, Gemini CLI 2 3,190 tok
777genius/agent-teams-ai agentteams.live You're the boss, agents are your team. They handle tasks on their own, message each other, 2,421 Claude Code, Codex, OpenCode 2 5,719 tok
Kritt-ai/open-kritt kritt.ai Open-source, self-hosted AI vulnerability research tool that orchestrates agents to find a 2,418 Codex, OpenCode 1 2,190 tok
FrancyJGLisboa/agent-skill-creator francyjglisboa.github.io Build tested agent skills and govern their lifecycle through a user-defined marketplace: e 2,411 Codex, OpenCode 1 285 tok
The-Vibe-Company/companion companions.build Persistent AI companions on Box, powered by Pi. Simple web, durable execution, reproducibl 2,410 Claude Code, Codex, OpenCode 10 506 tok
Alex-Rachel/TEngine A commercial-grade Unity development framework with native AI workflow support, integratin 2,403 Codex, OpenCode 1 693 tok
supabitapp/supacode supacode.sh worktree coding agents command center. 2,400 Claude Code, Codex, OpenCode 3 1,387 tok
tphakala/birdnet-go Self-hosted realtime soundscape analyser for birds, bats and other wildlife. Multi-model l 2,400 Claude Code, Codex, OpenCode 2 3,975 tok
NVIDIA-NeMo/DataDesigner docs.nvidia.com 🎨 NeMo Data Designer: Generate high-quality synthetic data from scratch or from seed data 2,399 Claude Code, Codex, OpenCode 13 935 tok
TNT-Likely/PanWatch PanWatch · a self-hosted AI market monitoring assistant integrating TradingAgents for mult 2,395 Codex 1 —
LichAmnesia/GPT-Prompt-Hub GPT-Prompt-Hub is an open-source community-driven repository dedicated to the collection, 2,391 Claude Code 1 1,312 tok
nekename/OpenDeck discord.gg Linux software for the Stream Deck with support for original Elgato Stream Deck plugins 2,386 Codex, OpenCode 1 1,961 tok
UnicomAI/wanwu China Unicom's Yuanjing Wanwu Agent Platform is an enterprise-grade, multi-tenant AI agent 2,385 Claude Code, Codex 1 —
Maintainerr/Maintainerr maintainerr.info Looks and smells like Seerr, does the opposite. A library maintenance tool for Plex, Jelly 2,383 Claude Code 2 —
ddalcu/mlx-serve mlxserve.com Native LLM inference server for Apple Silicon. OpenAI + Anthropic API compatible. No Pytho 2,382 Claude Code, Codex, OpenCode 5 8,368 tok
cozystack/cozystack cozystack.io Cozystack: Free Cloud Platform based on Kubernetes 2,377 Claude Code 2 —
nizos/tdd-guard Automated TDD enforcement for Claude Code 2,373 Claude Code 1 1,055 tok
datopian/portaljs portaljs.com 🌀 AI-native framework for building data portals. Scaffold a full portal from a brief and 2,370 Claude Code, Codex, OpenCode 2 3,086 tok
zakirkun/deep-eye Deep Eye orchestrates multiple AI providers (OpenAI, Claude, Grok, Gemini, OLLAMA, Groq, M 2,366 Claude Code, Codex, OpenCode 8 2,919 tok
sun-guannan/VectCutAPI Open Cut API. 2,361 Claude Code, Codex 1 —
jdx/fnox fnox.jdx.dev encrypted/remote secret manager 2,360 Claude Code, Codex, OpenCode 14 2,660 tok
coldteadotai/pr-lens prlens.dev Review code 100x faster. Lens draws every PR as animated architecture and data-flow walkth 2,358 Claude Code, Codex, OpenCode 3 1,500 tok
saifyxpro/HeadlessX headlessx.saify.me The undetected self-hosted browser automation platform. Powered by Camoufox (Firefox) for 2,356 Codex, OpenCode 1 5,397 tok
espressif/esp-claw esp-claw.com ESP-Claw, a "Chat Coding" AI agent framework for IoT devices 2,352 Claude Code, Codex, OpenCode 2 2,121 tok
jwadow/kiro-gateway 👻 Proxy API gateway for Kiro IDE & CLI (Amazon Q Developer / AWS CodeWhisperer). Use free 2,350 Codex, OpenCode 1 6,728 tok
rsyslog/rsyslog rsyslog.com High-performance log ingestion and ETL engine 2,347 Claude Code, Codex, GitHub Copilot, OpenCode 22 6,845 tok
levy-street/world-of-claudecraft worldofclaudecraft.com 2,337 Claude Code, Codex, Gemini CLI, OpenCode 45 9,214 tok