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
humanplane/homunculus humanplane.com A Claude Code plugin that watches how you work, learns your patterns, and evolves itself t 389 Claude Code 1 430 tok
rawwerks/ypi ypi.sh A recursive coding agent inpired by RLMs 389 Codex, OpenCode 1 5,026 tok
Tiberriver256/mcp-server-azure-devops An MCP server for Azure DevOps 389 Claude Code, Codex, GitHub Copilot, OpenCode 19 2,562 tok
Pratiyush/llm-wiki LLM-powered knowledge base from your Claude Code, Codex CLI, Copilot, Cursor & Gemini sess 389 Claude Code, Codex, OpenCode 26 4,278 tok
redf0x1/camofox-browser Anti-detection browser server for AI agents — REST API wrapping Camoufox engine with OpenC 389 GitHub Copilot, Gemini CLI 2 1,357 tok
f-is-h/Usage4Claude Monitor all your Claude/Codex usage limits in real-time from your macOS menu bar - support 389 Claude Code, Codex 3 753 tok
tmc/nlm a command line interface to NotebookLM 389 GitHub Copilot 1 2,689 tok
oculus-samples/Unity-Movement Body, Eye and Face Tracking code sample. 388 Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,008 tok
ducan-ne/opencoder The Claude Code alternative 388 Cursor 1 11,946 tok
philippb/claude-homeassistant Allows to program your home automations in plain english via Claude Code on your computer. 388 Claude Code 1 2,085 tok
hardisgroupcom/sfdx-hardis sfdx-hardis.cloudity.com French-army-knife Toolbox for Salesforce. Orchestrates base commands and assist users with 388 Claude Code 35 1,372 tok
abcwyc/pi-agent-desktop pi.348580.xyz Pi — A cross-platform AI coding agent, bringing the Claude Code experience to your desktop 388 Codex, OpenCode 1 5,377 tok
design-sparx/mantine-analytics-dashboard mantine-analytics-dashboard.netlify.app A free, open source, Next 16, React 18 admin dashboard template created using Mantine 8 387 Claude Code 1 1,930 tok
afumu/openlink OpenLink allows web-based AI to directly access your local file system and execute command 387 Claude Code 1 1,896 tok
drhelius/Gearsystem x.com Sega Master System / Game Gear / SG-1000 emulator, debugger and embedded MCP server for ma 387 Claude Code 1
kasonye/ui-aesthetics-skill A skill that improves AI aesthetic judgment for web UI generation, review, and refinement. 387 Claude Code, Codex 2
rustledger/rustledger rustledger.github.io Modern plain text accounting. Beancount compatible. 387 Claude Code, Codex, OpenCode 2 7,673 tok
DY-2026/GameDesignOS Local-first game design OS for AI agents: turn sessions into evidence, experiments, review 387 Codex, OpenCode 1 972 tok
yuu-ramsey/eastmoney-monthly 386 Claude Code 1 4,465 tok
backnotprop/prompt-tower prompttower.com Context management for long-context LLMs, agents, and vibe coding. Instantly build context 386 Claude Code 1 429 tok
Leask/Tabminal leaskh.com Tab(ter)minal, a Cloud-Native terminal and ACP agent workspace for desktop, tablet, and ph 386 Codex, OpenCode 1 3,412 tok
wot-ui/wot-starter starter.wot-ui.cn 🍀 A uni-app quick-start project deeply integrating the Wot UI component library based on 386 Claude Code, Codex, OpenCode 2 654 tok
Floe-Labs/floe-guard floefinance.com The spend meter, cost/margin, & budget gate for AI voice agents. Meters STT + TTS + LLM + 385 Codex, OpenCode 1 1,175 tok
NVIDIA/cuda-q-academic This repo contains CUDA-Q Academic materials, including self-paced Jupyter notebook module 385 Codex, OpenCode 1 3,183 tok
ukanwat/aaabench utkarshkanwat.com A long-horizon benchmark harness: give a coding agent a real game engine, professional con 385 Claude Code 20
OctagonAI/kalshi-trading-bot-cli octagonai.co AI-native CLI for trading Kalshi prediction markets. Runs deep fundamental research, gener 385 Claude Code, Codex, OpenCode 2 1,628 tok
dogwood-policy/dogwood dogwood-policy.github.io Reference parser and interpreter for the Dogwood policy language 385 Claude Code, Codex, OpenCode 6 854 tok
owainlewis/youtube-tutorials youtube.com All my YouTube tutorials. Everything here is free - but please follow me on YouTube if you 385 Codex, OpenCode 1 729 tok
tigerless-labs/auto-gtm tigerless-labs.github.io 385 Claude Code 1 1,766 tok
strowk/mcp-k8s-go npmjs.com MCP server connecting to Kubernetes 384 Claude Code 1 274 tok
disler/agent-sandbox-skill An agent skill for managing isolated execution environments 384 Claude Code, Codex, Gemini CLI, OpenCode 3 230 tok
yan5xu/codexloom Turn Codex threads into an organization of long-lived domain agents. 384 Codex, OpenCode 1 934 tok
U-C4N/U-Pool Desktop provider switcher for Claude Code and Codex. Keep every endpoint, API key, and mod 384 Claude Code 1 842 tok
canyonroad/agentsh agentsh.org Execution-Layer Security (ELS) for AI agents — policy-enforced shell with audit. 383 Claude Code, Codex, OpenCode 2 596 tok
tylergraydev/claude-code-tool-manager GUI app to manage MCP servers for Claude Code 383 Claude Code 1 445 tok
FlareStarter/flarestarter flarestarter.com A full-stack, edge-native SaaS starter built with TanStack Start + Cloudflare Workers 383 Claude Code, Codex, OpenCode 2 772 tok
anomalyco/browser-control Local browser driver for trusted agents: control your existing Chromium browser through a 383 Codex, OpenCode 2 5,169 tok
kelai141/dsh-mobile-apk dsh Android shell APK — WebView UI + embedded Termux runtime snapshot (unzip and run), a h 383 Codex, OpenCode 1 8,719 tok
arnica/depsguard depsguard.com Harden your package manager configs against supply chain attacks. 382 Codex, OpenCode 1 2,669 tok
kaandedeoglu/Shark Swift CLI for strong-typing images, colors, storyboards, fonts and localizations 382 Claude Code, Codex, OpenCode 2 5,122 tok
onvoyage-ai/voyage-geo-agent Agentic Generative Engine Optimizaiton 382 Claude Code, Codex, OpenCode 4 3,077 tok
ombulabs/claude-code_rails-upgrade-skill fastruby.io 🤖 The one and only Claude Code Skill to Upgrade Rails by FastRuby.io -- Based on 60,000 d 382 Claude Code 1 2,936 tok
sudoskys/telegramify-markdown 🪄 Markdown To Telegram MarkdownV2 Converter Python| No more worrying about formatting. 382 Codex, OpenCode 1 767 tok
therealarthur/myrlin-workbook therealarthur.github.io Open-source workspace manager for AI coding CLIs: Claude Code and ChatGPT Codex in one bro 382 Claude Code 1 1,757 tok
dcramer/dex dex.rip Task tracking for Agents 382 Claude Code, Codex, OpenCode 3 485 tok
parawanderer/OpenTagViewer Track your AirTags, iDevices and other FindMy devices on Android 382 Claude Code, Codex, OpenCode 6 12,186 tok
openwong2kim/wmux wmux.app Run Claude Code, Codex & Gemini in parallel on Windows & macOS — git worktree fan-out with 382 Claude Code 1 728 tok
ultracontext/ultracontext ultracontext.com Open Source Context infrastructure for AI agents. Auto-capture and share your agents' cont 382 Claude Code, Codex, OpenCode 2 1,951 tok
Weaverse/pilot pilot.weaverse.dev A fully-featured Shopify Hydrogen theme crafted to help you launch modern, high-performing 382 Claude Code, Codex, OpenCode 2 4,614 tok
MAA-AI/MaaMCP maa-ai.top An MCP server based on MaaFramework that provides AI assistants with Android device and Wi 382 Claude Code 1 2,887 tok