How real projects configure their agents

23,261 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708

All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
UnicomAI/wanwu China Unicom's Yuanjing Wanwu Agent Platform is an enterprise-grade, multi-tenant AI agent 2,464 Claude Code, Codex 1
Bitterbot-AI/bitterbot-desktop bitterbot.ai A local-first AI agent with persistent memory, emotional intelligence, and a peer-to-peer 2,462 Codex, OpenCode 1 2,569 tok
simonlin1212/Vibe-Research viberesearch.wiki Vibe-Research: Your Personal Trading Research Agent · A personal investment research Agent 2,460 Claude Code, Codex, OpenCode 7 4,720 tok
ningzimu/image-to-editable-ppt-skill ppt-skill.ningzimu.vip Codex skill for converting slide images, PDFs, and image-based PPTX files into editable Po 2,459 Codex, OpenCode 1 1,772 tok
softaworks/agent-toolkit A curated collection of skills for AI coding agents. Skills are packaged instructions and 2,457 Claude Code, Codex, OpenCode 2 755 tok
exceptionless/Exceptionless exceptionless.com Exceptionless application 2,455 Claude Code, Codex, OpenCode 16 1,615 tok
sdyckjq-lab/llm-wiki-skill A personal knowledge-base building Skill based on the Karpathy llm-wiki methodology, suppo 2,450 Claude Code, Codex, OpenCode 2 4,044 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
subsy/ralph-tui ralph-tui.com 2,442 Claude Code, Codex, OpenCode 3 1,095 tok
samugit83/redamon An AI-powered agentic red team framework that automates offensive security operations, fro 2,439 Claude Code, Codex, OpenCode 2 2,279 tok
lestrrat-go/jwx Complete implementation of JWx (Javascript Object Signing and Encryption/JOSE) technologie 2,424 Claude Code, Codex, OpenCode 3 3,061 tok
CodeBoarding/CodeBoarding codeboarding.org Interactive architecture diagrams for codebases 2,420 Claude Code, Codex, OpenCode 2 1,687 tok
ValveResourceFormat/ValveResourceFormat s2v.app Source 2 Viewer is an all-in-one tool to browse VPK archives, view, extract, and decompile 2,419 Codex, OpenCode 1 1,317 tok
OpenCloudGaming/OpenNOW Custom GeForce Now Client Named OpenNOW 2,415 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,647 tok
earendil-works/absurd earendil-works.github.io An experiment in durability 2,414 Codex, OpenCode 1 479 tok
samanhappy/mcphub mcphub.app Self-hosted MCP gateway and control plane for connecting, controlling, and operating MCP s 2,410 Claude Code, Codex, OpenCode 3 428 tok
utkuozdemir/pv-migrate CLI tool to easily migrate or backup/restore Kubernetes persistent volumes 2,408 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 7,906 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 2,404 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 5,299 tok
The-Vibe-Company/companion thecompanion.sh Companion — self-hostable Skills Hub for organizations and coding agents. 2,403 Claude Code, Codex, OpenCode 34 755 tok
crbnos/carbon carbon.ms Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for complex assembly, 2,399 Claude Code, Codex, OpenCode 32 3,554 tok
spacedriveapp/spacebot spacebot.sh An AI agent for teams, communities, and multi-user environments. 2,394 Codex, OpenCode 1 5,503 tok
vercel/workflow workflow-sdk.dev Workflow SDK: Build durable, reliable, and observable apps and AI Agents in TypeScript 2,389 Claude Code, Codex, OpenCode 5 8,967 tok
OPCFoundation/UA-.NETStandard OPC Unified Architecture .NET Standard 2,384 Claude Code, Codex, GitHub Copilot 6 3,677 tok
natolambert/rlhf-book rlhfbook.com Textbook on reinforcement learning from human feedback 2,380 Claude Code, Codex, OpenCode 8 1,668 tok
FrancyJGLisboa/agent-skill-creator francyjglisboa.github.io Build tested agent skills and govern their lifecycle through a user-defined marketplace: e 2,378 Codex, OpenCode 1 285 tok
beenuar/AiSOC tryaisoc.com Open-source AI-powered Security Operations Center — alert fusion, purple-team drills, agen 2,371 Codex, OpenCode 1 6,497 tok
Observal/Observal observal.io Observal is self-hosted registry for your coding agent extensions with a built in insight 2,360 Codex, OpenCode 1 4,139 tok
supabitapp/supacode supacode.sh worktree coding agents command center. 2,359 Claude Code, Codex, OpenCode 3 1,307 tok
vercel/chat chat-sdk.dev A unified TypeScript SDK for building chat bots across Slack, Microsoft Teams, Google Chat 2,358 Claude Code, Codex, OpenCode 3 1,284 tok
sopaco/deepwiki-rs deepwiki.netlify.app Turn code into clarity. Generate accurate technical docs and AI-ready context in minutes—p 2,358 Claude Code, Codex 2
YTwsy/OpenSurge-for-Mac opensurge.pages.dev Surge-style whole-home gateway and control plane for macOS with IPv4/IPv6 support— mihomo 2,351 Codex, OpenCode 1 1,122 tok
datopian/portaljs portaljs.com 🌀 AI-native framework for building data portals. Scaffold a full portal from a brief and 2,350 Claude Code, Codex, OpenCode 2 2,591 tok
hi-godot/godot-ai Production-grade MCP server and AI tools for the Godot engine. A Snap to install. Totally 2,344 Claude Code, Codex, OpenCode 4 7,573 tok
AgentsMesh/AgentsMesh agentsmesh.ai The AI Agent Workforce Platform. Run a hundred AI coding agents across your own machines — 2,343 Claude Code, Codex, OpenCode 2 8,602 tok
rsyslog/rsyslog rsyslog.com High-performance log ingestion and ETL engine 2,333 Claude Code, Codex, GitHub Copilot, OpenCode 21 6,497 tok
K-Dense-AI/claude-scientific-writer k-dense.ai A general purpose scientific writer 2,327 Claude Code, Codex, OpenCode 28 10,828 tok
mflux-community/mflux Apple MLX native implementations of state-of-the-art generative image & video models 2,326 Claude Code, Codex, Cursor, OpenCode 11 23 tok
Bottelet/DaybydayCRM daybydaycrm.com DaybydayCRM an open-source CRM, to help you keep track of your daily workflow. 2,325 Claude Code, Codex, GitHub Copilot, OpenCode 16 1,632 tok
arifszn/gitprofile arifszn.github.io 🚀 Create and publish a GitHub-synced portfolio by just providing your GitHub username. 2,306 Claude Code, Codex, OpenCode 2 1,206 tok
ArnasDon/wacrm wacrm.tech Self-hostable CRM template for WhatsApp — shared inbox, contacts, sales pipelines, broadca 2,304 Claude Code, Codex, OpenCode 2 79 tok
zakirkun/deep-eye Deep Eye orchestrates multiple AI providers (OpenAI, Claude, Grok, Gemini, OLLAMA, Groq, M 2,302 Claude Code, Codex, OpenCode 8 2,919 tok
saifyxpro/HeadlessX headlessx.saify.me The undetected self-hosted browser automation platform. Powered by Camoufox (Firefox) for 2,292 Codex, OpenCode 1 5,398 tok
elie222/rakazo rakazo.com Open-source Grok Bot alternative. Choose your own model and sandbox. 2,288 Claude Code, Codex, OpenCode 4 1,129 tok
PrismML-Eng/Bonsai-demo prismml.com Bonsai Demo 2,287 Codex, OpenCode 1 4,251 tok
asuojun/claude-vision-skill 2,285 Claude Code, Codex, OpenCode 2 377 tok
Sahir619/fable-method The Fable Workflow: how Claude Fable 5 worked, distilled into skills any model can run, wi 2,282 Codex, OpenCode 1 3,676 tok
opentiny/tiny-vue opentiny.design TinyVue is an enterprise-class UI component library of OpenTiny community, support both Vu 2,273 Codex, OpenCode 1 2,171 tok
jwadow/kiro-gateway 👻 Proxy API gateway for Kiro IDE & CLI (Amazon Q Developer / AWS CodeWhisperer). Use free 2,273 Codex, OpenCode 1 6,728 tok
numman-ali/cc-mirror Create multiple isolated Claude Code variants with custom providers (Z.ai, MiniMax, OpenRo 2,264 Claude Code, Codex, OpenCode 2 2,797 tok
codejunkie99/agentic-stack One brain, many harnesses. Portable .agent/ folder (memory + skills + protocols) that plug 2,262 Claude Code, Codex, Cursor 19