How real projects configure their agents

21,984 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 agents7,473Claude Code6,589Data and AI3,693Backend and APIs3,491Languages3,403Planning3,201Git and workflow3,131Code review2,731Memory and context2,354Testing2,335DevOps and cloud2,298Research2,288Writing and docs2,284Frontend2,242Security1,995Productivity1,703

All Claude Code32,066 Codex23,211 OpenCode21,984 GitHub Copilot3,528 Gemini CLI1,908 Cursor1,730 Windsurf104 Kiro70

Project Stars Configures Files Always loaded
Eronred/aso-skills appeeky.com AI agent skills for App Store Optimization (ASO) and app marketing. Built for indie develo 1,843 Claude Code, Codex, OpenCode 2 433 tok
HugoRCD/evlog evlog.dev Digging through logs is not observability. It's hope — wide events, structured errors, Typ 1,841 Claude Code, Codex, OpenCode 7 4,058 tok
xenodium/agent-shell xenodium.com A native Emacs buffer to interact with LLM agents powered by ACP 1,838 Claude Code, Codex, Gemini CLI, OpenCode 3 166 tok
lexmount/moli browser.lexmount.com Best headless browser for AI agents. Lite, Fast, High-Compatibility. Built in Rust 1,838 Codex, OpenCode 1 105 tok
agentjido/jido jido.run 🤖 Autonomous agent framework for Elixir. Built for distributed, autonomous behavior and d 1,837 Claude Code, Codex, OpenCode 3 480 tok
VisActor/VChart visactor.io VChart, more than just a cross-platform charting library, but also an expressive data stor 1,837 Claude Code, Codex, Cursor, OpenCode 17 574 tok
meshtastic/Meshtastic-Android meshtastic.org Android application for Meshtastic 1,831 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 68 3,670 tok
the-open-engine/zeroshot theopenengine.com Independent executor–verifier orchestration for software changes. 1,827 Claude Code, Codex, OpenCode 2 3,423 tok
Alisa0808/vox-director Turn one topic into a finished Vox-style paper-collage explainer/ad video — automated end 1,824 Codex, OpenCode 1 325 tok
tuya/TuyaOpen tuyaopen.ai Next-gen AI+IoT framework for T2/T3/T5AI/ESP32/and more – Fast IoT and AI Agent hardware i 1,822 Codex, OpenCode 1 1,652 tok
InvoiceShelf/InvoiceShelf invoiceshelf.com Open Source Invoicing Solution for Individuals & Businesses 1,821 Codex, OpenCode 1 4,119 tok
Zoo-Code-Org/Zoo-Code zoocode.dev Zoo Code gives you a whole dev team of AI agents in your code editor. 1,820 Codex, OpenCode 1 1,456 tok
root-gg/plik plik.root.gg Plik is a temporary file upload system (Wetransfer like) in Go. 1,818 Codex, OpenCode 1 2,970 tok
zhu1090093659/deepseek-pp chromewebstore.google.com DeepSeek Web browser extension: AI agent workspace with MCP tools, memory, Skills, automat 1,818 Codex, OpenCode 1 3,541 tok
phodal/routa phodal.github.io Workspace-first multi-agent coordination platform for AI development, with shared Specs, K 1,811 Claude Code, Codex, OpenCode 14 1,837 tok
agent-substrate/substrate Agent Substrate: the core system 1,808 Claude Code, Codex, OpenCode 7 1,357 tok
j3ssie/metabigor OSINT power without API key hassle 1,804 Claude Code, Codex, OpenCode 2 3,761 tok
xchacha20-poly1305/husi Husi is a non-professional proxy-set-based multiplatform proxy tool set. 1,801 Claude Code, Codex, OpenCode 6 2,133 tok
kubb-labs/kubb kubb.dev 🧡 The meta framework for code generation. Automate OpenAPI to type-safe TypeScript, Zod, 1,795 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 18 1,086 tok
u14app/neo-chat neo.u14.app A local-first AI chat workspace for models, agents, skills, plugins, search, RAG, voice, m 1,794 Codex, OpenCode 1 882 tok
zarazhangrui/tab-out Keep tabs on your tabs. Turn your "New tabs" page into a mission control, so you can close 1,787 Codex, OpenCode 1 980 tok
a5c-ai/babysitter a5c.ai Babysitter enforces obedience on agentic workforces and enables them to manage extremely c 1,783 Claude Code, Codex, OpenCode 3 704 tok
pengchengneo/Claude-Code Runnable Claude Code source code 1,781 Codex, OpenCode 1 539 tok
vercel-labs/coding-agent-template Multi-agent AI coding platform powered by Vercel Sandbox and AI Gateway 1,779 Codex, OpenCode 1 2,589 tok
Pinvou/pinvou-agent pinvou.com Open-source desktop AI agent for tools, files, knowledge, workflows, and real deliverables 1,779 Codex, OpenCode 1 1,748 tok
deusyu/translate-book Agent skill for Codex, Claude Code, and OpenClaw that translates entire books (PDF/DOCX/EP 1,779 Claude Code, Codex, OpenCode 2 2,166 tok
stakpak/agent stakpak.dev Ship your code, on autopilot. An open source agent that lives on your machines 24/7 and ke 1,778 Codex, OpenCode 1 3,669 tok
trpc-group/trpc-agent-go trpc-group.github.io A Go framework for building production agent systems with graph workflows, tools, memory, 1,772 Codex, OpenCode 1 1,602 tok
Core-Mate/OpenGUI opengui.ai OpenGUI is an Android GUI agent framework for phone-use AI that can see, plan, and operate 1,771 Claude Code, Codex, OpenCode 2 2,681 tok
coderabbitai/git-worktree-runner Bash-based Git worktree manager with editor and AI tool integration. Automates per-branch 1,769 Claude Code, Codex, GitHub Copilot, OpenCode 9 10,587 tok
standardagents/dmux dmux.ai A dev agent multiplexer for git worktrees and coding agents. 1,768 Claude Code, Codex, OpenCode 2 1,919 tok
sybil-solutions/local-studio localstudio.ai Control panel for VLLM, Sglang, llama.cpp, exllamav3 1,757 Codex, OpenCode 1 534 tok
benchflow-ai/skillsbench skillsbench.ai SkillsBench evaluates how well skills work and how effective agents are at using them. 1,757 Claude Code, Codex, OpenCode 6 709 tok
Emanuele-web04/synara trysynara.com The best place to build with your AI sub 1,754 Claude Code, Codex, OpenCode 4 4,532 tok
tddworks/baguette tddworks.github.io Headless control for Apple's Simulators — 3D models, taps, swipes, multi-finger gestures, 1,749 Claude Code, Codex, OpenCode 3 7,924 tok
fullstack-build/tslog tslog.js.org 📝 tslog - Universal Logger for TypeScript and JavaScript 1,741 Claude Code, Codex, OpenCode 2 3,389 tok
monoscope-tech/monoscope monoscope.tech Monoscope lets you ingest and explore your logs, traces and metrics. We store these in S3 1,740 Claude Code, Codex, OpenCode 6 174 tok
icebear0828/codex-proxy OpenAI-compatible proxy for ChatGPT Codex Responses API 1,734 Claude Code, Codex, OpenCode 3 250 tok
ginlix-ai/LangAlpha langalpha.ai Claude Code for Financial Market 1,730 Claude Code, Codex, OpenCode 2 2,827 tok
aklivity/zilla docs.aklivity.io 🦎 A lightweight, multi-protocol gateway for event-driven applications and AI agents. Expo 1,727 Claude Code, Codex, OpenCode 2 3,946 tok
vercel-labs/emulate emulate.dev Local API emulation for CI and no-network sandboxes 1,726 Codex, OpenCode 1 1,091 tok
arabold/docs-mcp-server grounded.tools Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools 1,724 Claude Code, Codex, OpenCode 10 2,289 tok
Dicklesworthstone/pi_agent_rust High-performance AI coding agent CLI written in Rust with zero unsafe code 1,722 Claude Code, Codex, OpenCode 2 9,261 tok
pawurb/hotpath-rs hotpath.rs Rust profiler for CPU, memory, SQL, HTTP, and async performance, with Prometheus and Grafa 1,713 Claude Code, Codex, OpenCode 2 2,457 tok
open-mercato/open-mercato openmercato.com The AI-Engineering Foundation Framework for CRM/ERP and commerce: open-source TypeScript, 1,713 Claude Code, Codex, OpenCode 41 7,590 tok
LearnPrompt/ai-news-radar learnprompt.github.io 24h AI/tech news radar with GitHub Actions, live web UI, and Scout Skill for AI sources. 1,708 Claude Code, Codex, OpenCode 2 517 tok
gronxb/hot-updater hot-updater.dev A self-hostable OTA update solution for React Native (Alternative to CodePush) 1,705 Claude Code, Codex, OpenCode 12 1,923 tok
stack-chan/stack-chan A JavaScript-driven M5Stack-embedded super-kawaii robot. 1,705 Codex, OpenCode 1 1,570 tok
uni-stack/uniwind docs.uniwind.dev From the creators of Unistyles: The fastest Tailwind bindings for React Native 1,703 Claude Code, Codex, OpenCode 2 206 tok
SonicJs-Org/sonicjs sonicjs.com SonicJS - The edge-native headless CMS for Cloudflare Workers. Sub-100ms response times, z 1,700 Claude Code, Codex, OpenCode 17 7,163 tok