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
platformplatform/PlatformPlatform A platform designed for building enterprise-grade, multi-tenant products using Azure, .NET 443 Claude Code, Codex, OpenCode 36 805 tok
purton-tech/rust-on-nails rust-on-nails.com Full stack web architecture for Rust 443 Codex, OpenCode 1 685 tok
OnlyTerp/UltraCode-Shim Give Claude Code's ultracode mode to ANY model you already pay for. A tiny local proxy + o 441 Codex, OpenCode 1 2,489 tok
marcusquinn/aidevops aidevops.sh Vibe-Coding is easy. DevOps is hard. OpenCode & Git token-efficient AI agent automation fo 441 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,121 tok
spytensor/openmozi A custom Agent OS built to be hackable, heavily inspired by OpenClaw. 441 Claude Code, Codex, OpenCode 4 8,211 tok
ultracontext/ultracontext ultracontext.com Open Source Context infrastructure for AI agents. Auto-capture and share your agents' cont 440 Claude Code, Codex, OpenCode 2 1,951 tok
aropan/clist clist.by Your comprehensive guide to global programming contests. Track events, get details, and ne 439 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 9 1,074 tok
greatSumini/cc-system 439 Claude Code 24 —
rstackjs/awesome-rstack A curated list of awesome things related to Rstack. 439 Codex, OpenCode 1 112 tok
Ngxba/claude-code-cli-ui An intuitive interface to create, orchestrate, and monitor Claude-based code agents for au 439 Claude Code 1 4,400 tok
openhackai/OpenHack openhack.com Open Source Agentic Security Scanner 439 Codex, OpenCode 1 218 tok
VisionForge-OU/foreman A Boris-style agentic orchestrator TUI that supervises headless Claude Code agents through 438 Codex, OpenCode 1 641 tok
Nexus-Router/nexus nexusrouter.com Govern & Secure your AI 438 Claude Code, Codex, OpenCode 7 5,596 tok
anzellai/sky Sky — an Elm-inspired language that compiles to Go. Hindley-Milner types, server-driven UI 438 Claude Code, Codex, OpenCode 2 37,384 tok
atomicstrata/atomicmemory docs.atomicstrata.ai Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, M 438 Claude Code, Codex, Gemini CLI, OpenCode 3 2,392 tok
LnYo-Cly/ai4j lnyo-cly.github.io Java 8+ agentic SDK: unified LLM access (OpenAI/Anthropic/DashScope/Doubao/DeepSeek...),un 438 Claude Code, Codex, OpenCode 2 3,782 tok
kubara-io/kubara kubara.io A CLI and package manager for building, distributing, and bootstrapping multi-cluster Kube 438 Claude Code, Codex, OpenCode 2 869 tok
caipe-io/ai-platform-engineering caipe.io CAIPE is an open-source AI platform for building, governing, and operating AI agents and a 438 Claude Code, Codex, Cursor, OpenCode 30 5,704 tok
micro/mu micro.mu The runtime for a personal assistant 438 Claude Code, Codex, OpenCode 2 9,694 tok
amirlehmam/wmux wmux.org The original Windows terminal multiplexer for AI agents. 438 Claude Code, Codex, OpenCode 5 4,046 tok
Wholiver/metis metisagent.tech Metis is a coding agent that boosts AI/LLM coding performance by 50% QQ群: 801193315 438 Codex, OpenCode 1 12,814 tok
modiqo/cliare cliare.sh CLI agent-readiness measurement, command-shape inference, and CI scorecards 437 Codex, OpenCode 1 415 tok
disler/single-file-agents What if we could pack single purpose, powerful AI Agents into a single python file? 437 Claude Code 1 281 tok
brobertsaz/claude-os 437 Claude Code 1 1,963 tok
vtroisWhite/andrej-karpathy-skills Chinese translation: https://github.com/forrestchang/andrej-karpathy-skills 437 Claude Code 1 522 tok
neuledge/context Local-first documentation for AI agents 437 Claude Code, Cursor 2 7 tok
redf0x1/camofox-browser Anti-detection browser server for AI agents — REST API wrapping Camoufox engine with OpenC 437 Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 4 4,238 tok
educlopez/ui-craft ui-craft.smoothui.dev Design engineering system for AI coding agents — ship UI with craft-level quality. Install 437 Codex, OpenCode 1 173 tok
regenrek/codex-1up 🍄 Give your Codex CLI an extra life 436 Codex, OpenCode 1 845 tok
Ido-Levi/claude-code-tamagotchi Real-time behavioral enforcement for Claude Code. Monitors AI actions, detects violations, 436 Claude Code 1 1,194 tok
MapleShaw/auto-claude-writing-agent-pub 436 Claude Code 1 3,411 tok
mondaycom/mcp monday.com Enable AI agents to work reliably - giving them secure access to structured data, tools to 436 Claude Code, Cursor 2 —
Community-Access/accessibility-agents WCAG 2.2 AA accessibility review for AI coding tools: Agent Skills, an edit gate and acces 436 Claude Code, Codex, OpenCode 10 838 tok
vivekchand/clawmetry clawmetry.com See your agent think. Zero-config observability & governance for 30 AI agent runtimes: Cla 436 Claude Code, Codex, OpenCode 3 12,698 tok
gtmagents/gtm-agents Production-ready collection of GTM agents and specialized skills for claude code. Covers s 436 Claude Code 1 3,521 tok
laminlabs/lamindb docs.lamin.ai Open-source data management for multimodal AI. Query, trace, and govern with a lineage-nat 436 Codex, OpenCode 1 16 tok
droidrun/mobile-harness mobile-harness.com Skills for controlling Android, iOS and cloud phones 436 Codex, OpenCode 1 941 tok
momori777/Artemis Uncensored, fully offline AI girlfriends harem: Openclaw/Claude Code + Local LLM + GPT-SoV 436 Codex, OpenCode 1 2,311 tok
dcSpark/shinkai-local-ai-agents shinkai.com Shinkai is a two click install App that allows you to create Local AI agents in 5 minutes 435 Codex, Cursor, OpenCode 2 670 tok
Ancienttwo/repo-harness repoharness.com File-backed workflow harness for reliable Claude Code and Codex sessions. 435 Claude Code, Codex, OpenCode 2 3,996 tok
earendil-works/pi-chat 435 Codex, OpenCode 1 1,446 tok
taskctl/taskctl Concurrent task runner, developer's routine tasks automation toolkit. Simple modern altern 435 Claude Code, Codex, OpenCode 2 2,974 tok
ai-sdlc-framework/ai-sdlc ai-sdlc.io Declarative governance framework for AI-augmented software development lifecycles 434 Claude Code 8 2,114 tok
caidaoli/ccLoad ccload.xyz Self-hosted AI API gateway for Claude Code, Codex and Gemini: pool API keys and subscripti 434 Claude Code, Codex 3 1,979 tok
synergycodes/workflowbuilder workflowbuilder.io Workflow orchestration framework for your product, open source: a white-label React workfl 434 Claude Code 1 5,555 tok
mckinsey/agents-at-scale-ark mckinsey.github.io Provider-agnostic operations for agentic resources. ARK codifies patterns and practices de 434 Claude Code, Cursor 46 2,979 tok
redis/redis-vl-python docs.redisvl.com Redis Vector Library. The AI-native Python client for Redis. 433 Claude Code, Codex, OpenCode 3 1,698 tok
AFK-surf/OpenBridge openbridge.bridge.surf A free, safe and open agent for everything. Alternative to Claude Cowork & Codex. Open Bri 433 Claude Code, Codex, OpenCode 2 1,166 tok
gentoo-zh/overlay gentoozh.org The gentoo-zh overlay for Gentoo users 432 Codex, OpenCode 1 4,382 tok
alirezarezvani/ClaudeForge A CLAUDE.md Generator and Maintenance tool for for Claude Code to create high-quality CLAU 432 Claude Code 5 964 tok