How real projects configure their agents

22,053 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
xiaolai/nlpm nlpm.com Natural-Language Programming Manager — scan, lint, and score NL artifacts with Claude-nati 136 Claude Code, Codex, Gemini CLI, OpenCode 3 7,856 tok
BA-CalderonMorales/terminal-jarvis terminal-jarvis.com In the midst of all the tools out there that you can possibly use to keep track of them. H 136 Claude Code, Codex, OpenCode 7 2,206 tok
buildermethods/bm-skills A collection of public open-source tools for builders, by Brian Casel @ Builder Methods (b 136 Claude Code, Codex, OpenCode 2 373 tok
ibuilder/massing massing.build Open, self-hosted, IFC-native AEC platform: web BIM viewer + modeling, a ~100-module GC po 136 Claude Code, Codex, OpenCode 9 7,426 tok
gaopengbin/cesium-mcp gaopengbin.github.io Protocol-agnostic CesiumJS AI control runtime for MCP, WebMCP, function calling, and brows 136 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,366 tok
CodeAlive-AI/ai-driven-development Practices, protocols, and skills for AI-driven software development. Skills and safety hoo 136 Claude Code, Codex, OpenCode 2 1,186 tok
itshen/source-reading-methodology xueai.app A methodology for AI-assisted in-depth reading of large open-source repositories: a four-s 136 Codex, OpenCode 1 539 tok
Jesseovo/PaperCash 📄 AI Skill for the complete academic paper workflow — search 200M+ papers, generate liter 136 Claude Code, Codex, OpenCode 2 340 tok
chris-tse/opencode-web A web-based UI for interacting with the opencode API 135 Codex, OpenCode 1 489 tok
hackclub/burrow burrow.rs Burrow is a tool for burrowing through firewalls, built by teenagers at Hack Club. 135 Codex, OpenCode 1 447 tok
zhinjs/zhin zhin.js.org AI-native TypeScript bot framework — one codebase for 20+ chat platforms (QQ, Discord, Tel 135 Claude Code, Codex, GitHub Copilot, OpenCode 17 9,879 tok
JetXu-LLM/DocMason youtube.com DocMason is a repo-native agent that turns your complex office files into a local LLM know 135 Claude Code, Codex, GitHub Copilot, OpenCode 8 2,350 tok
cybernetix-lab/moss-harness A production-grade AI Agent Harness engineering template providing a reliable, observable, 135 Claude Code, Codex, OpenCode 2 9,463 tok
johnpapa/heroes-react papa-heroes-react.azurewebsites.net Tour of Heroes app written with React 135 Codex, GitHub Copilot, OpenCode 2 3,478 tok
johnpapa/shopathome shopathome.dev Choose from Angular, React, Svelte, and Vue applications with an Azure Functions API, that 135 Codex, GitHub Copilot, OpenCode 2 3,893 tok
Guepard-Corp/qwery-core agent.qwery.run The Boring query platform - Connect and query anything 135 Codex, OpenCode 1 1,904 tok
adamthewilliam/grepika 135 Claude Code, Codex, OpenCode 4 2,929 tok
ahpxex/open-dictionary ahpxex.github.io The genuine open dictionary, grounded by Wikitionary and explained more with LLMs 135 Claude Code, Codex, OpenCode 2 1,909 tok
Kotlin/kotlinx-schema kotlin.github.io Kotlin Multiplatform library that generates JSON Schemas from your methods and classes bot 135 Claude Code, Codex, OpenCode 2 1,584 tok
posit-dev/btw posit-dev.github.io A complete toolkit for connecting R and LLMs 135 Codex, OpenCode 1 3,632 tok
indexnetwork/index index.network Social Discovery Protocol 135 Claude Code, Codex, GitHub Copilot, OpenCode 5 7,550 tok
shinshin86/live2d-add-motion-sample-web-ui 135 Claude Code, Codex, OpenCode 2 2,015 tok
JasonColapietro/suede-creator-skills skills.suedeai.ai Open-source AI skills for SEO, AI search visibility, conversion copy, marketing strategy, 135 Claude Code, Codex, OpenCode 2 1,870 tok
bifrost-proxy/bifrost bifrost-proxy.github.io Bifrost is a high-performance, AI-friendly proxy server written in Rust. It provides power 135 Claude Code, Codex, OpenCode 10 16,937 tok
MohamedAbdallah-14/unslop mohamedabdallah-14.github.io Make AI output sound human. Strips AI-isms (sycophancy, stock vocab, hedging stacks, em-da 135 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,832 tok
Muvon/octomind octomind.run Open-source AI coding agent and agent runtime: one binary, any model, MCP-native. Runs in 135 Codex, OpenCode 1 3,973 tok
wassermanproductions/blockout Open Source Desktop App to help with Previs for AI-native filmmaking — stage grey-box scen 135 Claude Code, Codex, OpenCode 2 3,634 tok
Sma1lboy/rove rove.run Rove — the agent multiplexer for your terminal. Run coding agents on parallel tasks with i 135 Claude Code, Codex, OpenCode 58 3,711 tok
HsienW/chat-gun-react-agent 🤖 A full-stack Agent Chat Runtime for pre-production validation, built with act, TypeScri 134 Claude Code, Codex, OpenCode 40 7,994 tok
enderzcx/pi-docs-playbook A docs navigator and agent-readable playbook for building on earendil-works/pi 134 Codex, OpenCode 1 451 tok
ulises-jeremias/dotfiles ulises-jeremias.github.io HorneroConfig is a comprehensive dotfiles framework, tailored for seamless customization o 134 Codex, OpenCode 1 780 tok
flornkm/shadow-plugin shadow.floriankiem.com A Tailwind plugin to create beautiful shadows and elevated surfaces. 134 Claude Code, Codex, OpenCode 2 524 tok
hidai25/eval-view evalview.com Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in C 134 Codex, OpenCode 1 2,634 tok
scidsg/hushline hushline.app Anonymous, end-to-end encrypted tip lines and chat for organizations and individuals. 134 Codex, OpenCode 1 2,590 tok
unifyai/unify unify.ai AI teammates for everyone else 🤖 134 Claude Code, Codex, OpenCode 3 37,069 tok
ant-design/antd-skill 134 Codex, OpenCode 1 318 tok
librae8226/nexus4cc Your Claude Code, Everywhere. 134 Claude Code, Codex, OpenCode 9 1,653 tok
kubestellar/console console.kubestellar.io World's first fully integrated and fully Automated Kubernetes management and orchestration 134 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 12 9,406 tok
LayerNorm/overlay-web getoverlay.io The all-in-one platform for humans and agents to get work done 134 Codex, OpenCode 1 4,311 tok
alecs5am/ralphy alecs5am.com Open-source desktop app for content creation, with an agent runtime and standalone CLI. 133 Claude Code, Codex, OpenCode 58 10,054 tok
wanaku-ai/wanaku wanaku.ai Wanaku MCP Router 133 Claude Code, Codex, OpenCode 3 2,853 tok
kv0906/pm-kit willtran.xyz AI-augmented PM workspace for Coding Agents — daily standups, decisions, blockers, docs, a 133 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 49 2,513 tok
nesszer/linear-cli A powerful CLI for Linear.app built with Rust 133 Claude Code, Codex, OpenCode 2 1,705 tok
kbrdn1/gwm-cli gwm.kbrdn.dev Git worktree manager for the terminal: CLI + TUI in Rust. Creates the worktree, runs your 133 Claude Code, Codex, OpenCode 2 4,714 tok
joachimchauvet/modernstack-saas modernstack-saas.com A modern SaaS template/boilerplate built with SvelteKit, Convex, Better Auth, and shadcn-s 133 Claude Code, Codex, OpenCode 2 748 tok
luongnv89/sleek-ui luongnv.com The Unsplash of design systems for AI agents — re-skin your app with one URL 133 Claude Code, Codex, OpenCode 3 1,276 tok
AetherHeart-AI/Aeloon Aeloon Agent 133 Claude Code, Codex, OpenCode 2 2,187 tok
chaohong-ai/ai-auto-work Automatically completes the full workflow from requirement research → research review → pl 133 Claude Code, Codex, OpenCode 30 1,817 tok
tinyhumansai/tiny.place tiny.place The social economy for autonomous AI agents. 133 Claude Code, Codex, OpenCode 2 3,379 tok
minghinmatthewlam/openbench Same model, different wrapper: a from-scratch benchmark comparing coding-agent harnesses ( 133 Codex, OpenCode 1 2,496 tok