How real projects configure their agents

43,547 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
charlie763/technical-interview-practice 397 Claude Code 1 1,591 tok
Extelligence-ai/bagel trybagel.com Query robotics, drone, and IoT data in plain English through an MCP server, with an intell 396 Claude Code, Codex, OpenCode 2 644 tok
cinience/alicloud-skills alibaba cloud skills,qwen ,wan and all skills 396 Codex, OpenCode 1 779 tok
karmacircleCommunity/KarmaCircle ngoworld.org A platform to connect and support NGOs, charities and you to build a better tomorrow. 396 Claude Code, Codex, OpenCode 5 5,704 tok
OpenCowAI/opencow opencow.ai One task, one agent, delivered. The open-source platform for task-driven autonomous AI age 396 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 2,619 tok
The-Pocket/PocketFlow-Template-Python Pocket Flow Project Template: Agentic Coding for Python 396 Claude Code, GitHub Copilot, Cursor, Gemini CLI 4 43,527 tok
icysaintdx/OpenCode-Config-Manager OpenCode Config Manager (OCCM) is a visual configuration management tool specifically desi 396 Codex, OpenCode 1 1,325 tok
sleep1223/fast-soy-admin fast-soy-admin.sleep0.de A modern lightweight management platform based on FastAPI+Vue3+Naive UI. A modern Manageme 396 Claude Code, Codex, OpenCode 2 3,484 tok
mudler/vllm.cpp a community oriented 1:1, vLLM-alike (Continuous batching, paged KV) engine in C++ with ad 396 Claude Code, Codex, OpenCode 4 8,847 tok
sudoprivacy/sudocode Rust-native CLI coding agent for hackers — terminal-native, pipe-composable, scrollback-sa 395 Claude Code 2 127 tok
raulvidis/openclaw-multi-agent-kit Production-tested templates for deploying multi-agent AI teams on OpenClaw with Telegram s 395 Claude Code, Codex, OpenCode 2 479 tok
syahiidkamil/Software-Engineer-AI-Agent-Atlas ATLAS: a senior-engineer layer for Claude Code. Explore with wireframes & prototypes, clar 395 Claude Code, Codex 45 441 tok
BlockRunAI/blockrun-mcp npmjs.com Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x 395 Claude Code, Codex, OpenCode 2 566 tok
Microck/ordinary-claude-skills microck.github.io An unappealing collection of Claude Skills and resources. 395 Claude Code 1
earendil-works/pi-chat 395 Codex, OpenCode 1 1,446 tok
madarco/agentbox agent-box.sh Run multiple agents in parallel sandboxed VMs, with a single command, on your PC or in the 395 Claude Code, Codex, OpenCode 3 6,603 tok
owainlewis/blueprint aiengineer.co The best agent skills in the world for software development. 395 Claude Code, Codex, OpenCode 2 1,385 tok
jayminwest/warren app.warren.run Run coding agents like infrastructure, not terminal sessions. Warren manages isolation, li 395 Claude Code, Codex, OpenCode 8 10,299 tok
modernweb-dev/rocket rocket.modern-web.dev The modern web setup for static sites with a sprinkle of JavaScript 394 Claude Code, Codex, OpenCode 18 53 tok
marko-php/marko marko.build The modular PHP framework. 394 Claude Code 5 865 tok
sonichi/sutando sutando.ai My AI Stand. Realtime by day, rewriting itself by night. Summon my AI superpower. 394 Claude Code, Codex, OpenCode 2 17,724 tok
chadbyte/clay A self-hosted workspace where people and coding agents work together across projects, sess 394 Claude Code 1 525 tok
UNITRONIX/BetterDesk BetterDesk Console - Ultimate Free Remote Desktop Solution 394 GitHub Copilot 1 38,741 tok
specpulse/specpulse specpulse.xyz Specification-Driven Development (SDD) Framework 393 Claude Code 1 770 tok
brainqub3/RLM Claude code setup as an RLM scaffhold Implemented by Brainqub3 393 Claude Code, Codex 4 1,141 tok
mrwogu/promptscript getpromptscript.dev Prompt-as-Code for Enterprise AI. Standardize, audit, and deploy instructions across any A 393 Claude Code, Codex, GitHub Copilot, OpenCode 28 7,772 tok
devforth/adminforth adminforth.dev Create Agentic admin panels faster on TypeScript and Vue.js with AdminForth Framework. Set 393 Codex, OpenCode 1 1,395 tok
nudgebee/nudgebee nudgebee.com Unified CloudOps platform with AI-SRE, AI-FinOps, AI-K8sOps, and the Agentic Automation Bu 393 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 27 5,564 tok
wesammustafa/opencode-primer Master OpenCode, the open-source AI coding agent — setup, agents, skills, plugins, MCP, Ze 393 Codex, OpenCode 1 1,646 tok
xr843/Master-skill fojin.app FoJin-powered Buddhist AI persona framework — source-grounded, boundary-aware, fidelity-te 393 Gemini CLI 1 19 tok
rhesis-ai/rhesis rhesis.ai The collaboration layer for AI teams: domain experts annotate and review agent behavior, e 392 Claude Code, Codex, OpenCode 18 1,540 tok
lemma-work/lemma-platform lemma.work The open-source workspace where humans and AI agents work as one team. 392 Claude Code, Codex, OpenCode 2 1,737 tok
briiirussell/cybersecurity-skills Cybersecurity skills for AI coding agents (Claude Code, Cursor, Codex) 392 Claude Code 1 699 tok
qiannianhuanxiang/DSHA Run DeepSeek Harness on your phone without ROOT or Termux. Full Ubuntu environment + proot 392 Codex, OpenCode 1 1,576 tok
decodingai-magazine/building-a-coding-agent-from-scratch-course From agent user to agent builder: build a Claude Code-style coding agent from scratch in P 392 Claude Code, Codex, OpenCode 3 5,279 tok
mattgodbolt/jsbeeb bbc.xania.org Javascript BBC micro emulator 392 Claude Code, GitHub Copilot 3 3,300 tok
Asymmetric-al/core asymmetric.al A high-performance, enterprise-grade Next.js 16 application for mission-focused non-profit 391 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,203 tok
ergrelet/windiff windiff.vercel.app Tool that allows comparing symbol, type and syscall information of Microsoft Windows binar 391 Claude Code, Codex, OpenCode 2 1,717 tok
moollaza/repo-remover reporemover.xyz A web app that helps you archive and delete old/unused repos, quickly and easily. 391 Claude Code, Codex, OpenCode 2 1,541 tok
marcellourbani/vscode_abap_remote_fs marcellourbani.github.io VS Code-based Agentic AI Platform for SAP ABAP Development 391 Claude Code, Codex, OpenCode 2 241 tok
jamditis/claude-skills-journalism skills.amditis.tech Claude Code skills for journalism, media, and academia - verification, FOIA, data journali 391 Claude Code, GitHub Copilot 3 5,730 tok
agent-next/polymarket-paper-trader clawhub.com Paper trading simulator for Polymarket — built for AI agents. MCP server, live order books 391 Claude Code 2 1,257 tok
cloudwego/abcoder deep, reliable and confidential coding-context 390 Claude Code 1
MinghuiChen43/awesome-trustworthy-deep-learning A curated list of trustworthy deep learning papers. Continually updating... 390 Codex, OpenCode 1 1,925 tok
Agent-Threat-Rule/agent-threat-rules agentthreatrule.org Open detection-rule standard for AI agent security threats — like Sigma, but for AI agents 390 Claude Code 6
magnusoverli/opencode 390 Codex, OpenCode 1 670 tok
Horace-Maxwell/horosa-skill Give your AI a locally hosted metaphysics expert: calculate all 92 divination and astrolog 390 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 35,683 tok
johnlindquist/claude-hooks 390 Claude Code 1 1,258 tok
potatoqualitee/kbupdate 🛡 KB Viewer, Saver, Installer and Uninstaller 390 Claude Code, Codex, GitHub Copilot, OpenCode 10 1,046 tok
DangJin/pdf2video Transform PDF documents into engaging video presentations with smooth animations. 389 Claude Code 1