How real projects configure their agents

22,036 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
rylena/sshdesk A full interactive remote desktop delivered entirely through SSH and displayed directly in 478 Codex, OpenCode 1 410 tok
davekilleen/Dex Your AI Chief of Staff — a personal operating system starter kit that adapts to your role. 476 Claude Code, Codex, OpenCode 9 10,610 tok
PallasBot/Pallas-Bot pallasbot.github.io Arknights Pallas Bot 475 Codex, OpenCode 1 5,633 tok
ericboy0224/learn-docker-and-k8s Interactive AI-driven game to learn Docker, Linux, networking & Kubernetes. Open in Claude 475 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 14 796 tok
weapp-vite/weapp-vite vite.weapp.dev weapp-vite brings modern web development practices to traditional mini-program development 475 Claude Code, Codex, OpenCode 3 10,494 tok
IvanWng97/pixtuoid pixtuoid.dev Terminal pixel-art office for AI coding agents 475 Claude Code, Codex, GitHub Copilot, OpenCode 16 5,288 tok
marianfoo/sap-ai-mcp-servers sap-ai-tools.marianzeis.de A complete list of SAP MCP Servers and SAP AI Skills 475 Codex, OpenCode 1 3,512 tok
Consensys/doc.linea docs.linea.build Linea documentation 474 Claude Code, Codex, OpenCode 4 879 tok
tidewave-ai/tidewave_rails tidewave.ai MCP server with runtime-level tools for Rails development 474 Codex, OpenCode 1 73 tok
OpenLegged/URDF-Studio urdf.enkeebot.com URDF-Studio is a web-based visual URDF robot modeler with 3D workspace, structured skeleto 474 Claude Code, Codex, OpenCode 2 8,537 tok
VelornLabs/velorn velorn.ai AI-native video editing built around real creative timelines, generative workflows, and lo 474 Codex, OpenCode 1 269 tok
Yousuf-developer/Viscose-carousel viscose-carousel.vercel.app A wheel of work that never quite sets. Cards fuse as they meet, and draw into threads as t 472 Codex, OpenCode 1 3,105 tok
poco-ai/Agentero agentero.app An Agent-friendly way to manage literature. 472 Claude Code, Codex, OpenCode 6 2,078 tok
intoolswetrust/jsignpdf jsignpdf.eu Cross-platform PDF digital signing tool. JavaFX desktop UI with drag-to-place visible sign 471 Codex, OpenCode 1 2,704 tok
Muvon/octocode octomind.run Structural code intelligence for AI agents — semantic search, knowledge graphs, and a buil 471 Codex, OpenCode 1 2,451 tok
dickwu/apple-design-skill Cross-platform UI/UX design reviewer based on Apple HIG. Works with Flutter, Tauri, Electr 471 Codex, Cursor, OpenCode 2 1,616 tok
saltbo/agent-kanban agent-kanban.dev An agent-first task board, Take human out of the loop. 470 Claude Code, Codex, OpenCode 6 643 tok
vercel-labs/personal-agent-template personal-agent-template.vercel.app Open-source template for a durable personal AI agent — web chat, Slack, Linear, and long-t 468 Claude Code, Codex, OpenCode 2 721 tok
lululu811/zettaranc-skill Profit is determined by the market; everything is probabilistic, so nobody should make emp 468 Codex, OpenCode 1 4,754 tok
ZaxbyHub/opencode-swarm Architect-centric agentic swarm plugin for OpenCode. Hub-and-spoke orchestration with SM 467 Claude Code, Codex, GitHub Copilot, OpenCode 5 9,625 tok
angelnicolasc/graymatter graymatter.nickcerutti.workers.dev 30 sec to give your AI agents persistent memory. Reduce 90% token consumption while also m 466 Claude Code, Codex, OpenCode 2 1,953 tok
YurunChen/repo-docs-skills yurunchen.github.io Living project docs for coding agents: keep guides, progress logs, change maps, and handof 466 Codex, OpenCode 1 351 tok
chrisdoc/hevy-mcp hevy-mcp.dev Manage your Hevy workouts, routines, folders, and exercise templates. Create and update se 466 Claude Code, Codex, OpenCode 2 3,705 tok
marcoturi/fastify-boilerplate Fastify 5 application boilerplate based on clean architecture, domain-driven design, CQRS, 465 Claude Code, Codex, OpenCode 2 2,753 tok
liustack/modsearch liustack.dev 🥇 The strongest free web search plugin for DeepSeek Harness, and the search bridge for ev 465 Codex, OpenCode 1 1,903 tok
tanem/react-nprogress npm.im :hourglass: A React primitive for building slim progress bars. 464 Claude Code, Codex, OpenCode 2 1,901 tok
av/remotion-bits remotion-bits.dev Ready-made animated components for Remotion — charts, transitions, text reveals, and more 463 Claude Code, Codex, OpenCode 3 1,515 tok
tonbistudio/hermes-multi-agent-workflow 463 Codex, OpenCode 1 1,375 tok
ai-driven-dev/framework ai-driven-dev.fr Marketplace Framework AI-Driven Dev : Context Engineering, Plugins, Agents, Skills, Hooks, 463 Claude Code, Codex, OpenCode 4 1,893 tok
SetsunaYukiOvO/x64dbg-mcp MCP server plugin for x64dbg debugger - enables AI agents and external tools to control de 463 Codex, OpenCode 1 1,344 tok
BND-1/horseMD horsemd.yangsir.net A free Typora alternative, and then some — tabs + file-tree + WYSIWYG Markdown editor for 463 Claude Code, Codex, OpenCode 2 15,776 tok
SuperJJ007/CSSwitch Connect your own API to Claude Science with one click: DeepSeek / Qwen / Zhipu GLM / Kimi 462 Claude Code, Codex, OpenCode 5 734 tok
agentara/skills Original and practical skills for AI builders. 462 Claude Code, Codex, OpenCode 2 493 tok
yogsoth-ai/de-anthropocentric-research-engine 900+ pure-markdown skills for autonomous AI research, organized as 9 freely-composable pac 462 Codex, OpenCode 1 278 tok
cdump/evmole evmole.xyz Extracts function selectors, arguments, state mutability and storage layout from EVM bytec 462 Codex, OpenCode 1 607 tok
AEON-7/Qwen3.6-27B-AEON-Ultimate-Uncensored-DFlash huggingface.co Fully uncensored, capability-enhanced abliteration of Qwen3.6-27B. NVFP4 + z-lab DFlash sp 461 Codex, OpenCode 1 13,583 tok
lisachenko/z-engine :zap: PHP Engine Direct API 457 Codex, OpenCode 1 5,224 tok
YingSuiAI/dirextalk-deployer 457 Codex, OpenCode 1 3,077 tok
haowjy/creative-writing-skills claude skills focused on creative writing 457 Claude Code, Codex, OpenCode 8 1,586 tok
JetBrains/thinkrail thinkrail.ai Vibe code with pi in a lightweight, real IDE - The Vibe You Need 457 Claude Code, Codex, OpenCode 2 5,094 tok
bahayonghang/academic-writing-skills bahayonghang.github.io AI-powered post-writing toolkit for academic papers — format validation, grammar/style pol 456 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,774 tok
ParetoSecurity/pareto-mac paretosecurity.com Automatically audit your Mac for basic security hygiene. 456 Claude Code, Codex, OpenCode 2 2,703 tok
SynaLinks/synalinks synalinks.github.io From idea to production in just few lines: Graph-Based Programmable Neuro-Symbolic LM Fram 455 Claude Code, Codex, OpenCode 2 1,614 tok
PleasePrompto/ductor ductor.dev Control Claude Code, Codex CLI and Gemini CLI from Telegram. Live streaming, persistent me 455 Claude Code, Codex, Gemini CLI, OpenCode 3 5,146 tok
mudrii/openclaw-dashboard A beautiful, zero-dependency command center for OpenClaw AI agents 455 Claude Code, Codex, Gemini CLI, OpenCode 8 2,571 tok
fluffos/fluffos fluffos.info Actively maintained LPMUD driver (LPC interpreter, MudOS fork) 455 Claude Code, Codex, OpenCode 2 28,950 tok
ZhangHanDong/agent-spec zhanghandong.github.io `agent-spec` is an AI-native BDD/spec verification tool for task execution. 455 Claude Code, Codex, Cursor, OpenCode 4 7,438 tok
claude-world/notebooklm-skill youtu.be NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Cr 455 Codex, GitHub Copilot, OpenCode 2 912 tok
livecontext-ai/livecontext-ce livecontext.ai The AI automation platform, self-hosted. Describe the job in chat and LiveContext builds i 455 Codex, OpenCode 1 634 tok
dcouple/Pane runpane.com Terminal-first, open-source AI agent manager for any CLI agent (agent agnostic), any OS (m 454 Claude Code, Codex, OpenCode 60 3,109 tok