How real projects configure their agents

23,614 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
suboss87/FDEOps fdeops.io Forward deployed engineering skills for AI coding agents. 857 Codex, OpenCode 1 423 tok
Purewhiter/mobilegym mobilegym.dev [EMNLP 2026] MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GU 853 Claude Code, Codex, OpenCode 5 6,882 tok
sbroenne/mcp-server-excel excelmcpserver.dev Automate real Microsoft Excel with AI via MCP Server or CLI — Power Query, DAX, VBA, Pivot 853 Codex, OpenCode 1 3,522 tok
Dong90/oh-my-taiyiforge AI workflow automation plugin for intelligent code generation with Claude/Codex 852 Codex, OpenCode 1 800 tok
opendev-to/opendev Open-Source Coding Agent in the terminal 852 Claude Code, Codex, OpenCode 2 2,436 tok
paradigmxyz/iron-proxy docs.iron.sh An egress firewall for untrusted workloads. 852 Codex, OpenCode 1 1,435 tok
juggler-ai/juggler juggler.studio The Juggler Code Agent 852 Codex, OpenCode 1 4,848 tok
BradGroux/veritas-kanban sstb.ai Lightweight orchestration harness built for your AI agents. The unfiltered truth about whe 851 Claude Code, Codex, OpenCode 2 8,043 tok
lucky-aeon/AgentX AgentX aims to let beginners build their own Agents through natural language with no barri 850 Claude Code, Codex, OpenCode 9 9,184 tok
magicyuan876/mineru-tianshu mineru-tianshu.vercel.app Tianshu - An enterprise-grade all-in-one AI data preprocessing platform | PDF/Office to Ma 849 Claude Code, Codex, OpenCode 2 8,775 tok
LegacyLands/legacy-lands-library legacylands.cn Enterprise-grade modular framework for Minecraft server development with multi-tier cachin 848 Claude Code, Codex, OpenCode 2 10,326 tok
DevTeam/Pure.DI Pure DI for .NET 848 Codex, OpenCode 1 243 tok
arcadeai-labs/smithery-cli smithery.ai Install, manage and develop MCP servers and skills for agents 848 Claude Code, Codex, OpenCode 2 508 tok
vercel-labs/ralph-loop-agent ai-sdk.dev Continuous Autonomy for the AI SDK 845 Codex, OpenCode 1 532 tok
riba2534/happyclaw happyclaw.cc Self-hosted, multi-user, agent-first Agent workspace 845 Claude Code, Codex, OpenCode 2 15,687 tok
GetStream/stream-chat-react getstream.io React Chat SDK ➜ Stream Chat 💬 844 Claude Code, Codex, Cursor, OpenCode 15 8,525 tok
23blocks-OS/ai-maestro getaimaestro.com AI Agent Orchestrator with Skills System - Give AI Agents superpowers: memory search, code 844 Claude Code, Codex, OpenCode 3 2,127 tok
sockudo/sockudo sockudo.io Blazingly fast pusher drop-in replacement written in rust 843 Claude Code, Codex, OpenCode 4 5,564 tok
penso/arbor penso.github.io Run agentic coding workflows in a fully native desktop app for Git worktrees, terminals, a 841 Claude Code, Codex, OpenCode 2 4,606 tok
arnabbagxd/Brand-building-skills Brand building skills for Claude Code and AI agents. strategy, naming, identity, voice, po 839 Claude Code, Codex, OpenCode 2 703 tok
Aisland-SJL/dsh-worktable 🖥️ Agent-project workbench for DeepSeek Harness — sidebar app drawer + dockable split wor 839 Codex, OpenCode 1 5,023 tok
llama-farm/llamafarm llamafarm.dev Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes 836 Claude Code, Codex, Cursor, OpenCode 29 5,267 tok
TheGreenCedar/codex-autoresearch A codex plugin for running optimization loops inside a codebase. It is useful when you hav 836 Codex, OpenCode 1 2,034 tok
quoroom-ai/room quoroom.ai Open-source earning-focused swarm intelligence engine. Self-governing AI collectives (quee 835 Codex, OpenCode 1 408 tok
joshsymonds/nix-config 835 Claude Code, Codex, OpenCode 3 1,511 tok
taekchef/claude-code-zh-cn taekchef.github.io Claude Code CLI Simplified Chinese localization / Chinese translation plugin; supports mac 835 Claude Code, Codex, OpenCode 2 1,710 tok
yutkat/my-neovim-pluginlist yutkat.github.io My personal list of Neovim plugins 832 Claude Code, Codex, OpenCode 3 1,518 tok
openabdev/openab openabdev.github.io A lightweight, secure, cloud-native ACP harness that bridges Discord and any ACP-compatibl 831 Codex, OpenCode 1 1,580 tok
FrancescoStabile/numasec The AI Agent for Cyber Security. 830 Codex, OpenCode 1 2,610 tok
SpaiR/imgui-java JNI based binding for Dear ImGui 829 Claude Code, Codex, OpenCode 2 3,728 tok
helixml/helix helix.ml ♾️ Private Agent Fleet with Spec Coding. Each agent gets their own GPU-accelerated desktop 829 Claude Code, Codex, OpenCode 2 16,277 tok
grapeot/context-infrastructure A context and memory system for AI coding agents. Persistent memory, personal rules, skill 829 Codex, OpenCode 1 1,098 tok
Ark0N/Codeman getcodeman.com Self-hosted mission control for AI coding agents: run Claude Code, OpenCode, Pi, Codex, an 829 Claude Code, Codex, OpenCode 2 42,703 tok
heurist-network/heurist-agent-framework agent.heurist.ai A flexible multi-interface AI agent framework for building agents with reasoning, tool use 828 Claude Code, Codex, OpenCode 2 1,544 tok
notatestuser/ds4-control macOS menubar app for fast local DeepSeek V4.1, with 1M context. 827 Codex, OpenCode 1 2,907 tok
verygoodplugins/automem automem.ai Long-term memory for AI assistants. Graph + vector store that recalls decisions, relations 827 Claude Code, Codex, OpenCode 2 6,251 tok
superhero-tech/super-brain Product Builder Second Brain - AI Product Heroes Edition 3 827 Claude Code, Codex, OpenCode 10 438 tok
AgriciDaniel/codex-seo Codex-first SEO skill suite. 26 workflows, 24 TOML agents, DataForSEO/Gemini/Google/Firecr 826 Codex, OpenCode 1 553 tok
rennf93/fastapi-guard guard-core.com A security library for FastAPI that provides middleware to control IPs, log requests, dete 825 Claude Code, Codex, OpenCode 2 6,279 tok
memex-lab/memex memexlab.ai Open-source, local-first AI journal app for iOS and Android. Capture text, photos, and voi 825 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,568 tok
FoloToy/ai-passport ai-passport.folotoy.cn FOLOTOY AI Passport develop resources for Agent 825 Claude Code, Codex, OpenCode 2 1,815 tok
spylang/spy SPy language 825 Claude Code, Codex, OpenCode 2 1,651 tok
warpdotdev/oz-skills 824 Claude Code, Codex, OpenCode 16 908 tok
harbor-framework/terminal-bench-science terminal-bench-science.ai Terminal-Bench-Science: Evaluating AI agents on research workflows across scientific domai 824 Claude Code, Codex, OpenCode 5 18,798 tok
hackerai-tech/hackerai hackerai.co Find and fix vulnerabilities by chatting with AI 823 Claude Code, Codex, OpenCode 6 3,909 tok
getkyo/kyo getkyo.io Toolkit for Scala Development 822 Claude Code, Codex, OpenCode 2 4,492 tok
tolibear/goalbuddy goalbuddy.dev A better /goal for Codex and Claude Code 821 Codex, OpenCode 1 628 tok
Noelo-Lab/kuna kuna.noelo.org An agent-first decompiler designed to be refined by other agents. Kuna is written in Rust 820 Claude Code, Codex, OpenCode 2 8 tok
NVIDIA-AI-Blueprints/rag build.nvidia.com This NVIDIA RAG blueprint serves as a reference solution for a foundational Retrieval Augm 819 Claude Code, Codex, OpenCode 2 2,166 tok
Marve10s/Better-Fullstack better-fullstack.dev Scaffold production-ready full-stack apps in TypeScript, Rust, Python, Go, and Java with a 818 Claude Code, Codex, OpenCode 2 915 tok