How real projects configure their agents

43,579 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
maksimzayats/specx specx.dev ⚙️ Executable architecture guardrails and agent skills for building structured Python serv 201 Codex, OpenCode 1 1,697 tok
avishayil/react-native-user-avatar Avatar Component For React Native 201 Claude Code, Codex, OpenCode 2 1,349 tok
permacommons/lib.reviews A free/libre code and information platform for reviews of anything 201 Codex, OpenCode 1 365 tok
Stanshy/AgentHub agenthub.stanshy.com One person, one software company. Manage 47 AI agents from a single Electron app — wi 201 Claude Code 1 1,049 tok
VectorlyApp/bluebox console.vectorly.app Index the world's undocumented APIs 201 Claude Code 1 3,431 tok
av/facts Antidote for fluffy specs, a toolkit for fact-driven development with AI agents 201 Claude Code, Codex, OpenCode 2 867 tok
Azure-Samples/mcp-agent-langchainjs Serverless AI agent using LangChain.js and Model Context Protocol (MCP) integration to ord 201 Codex, GitHub Copilot, OpenCode 6 1,365 tok
traceloop/opentelemetry-mcp-server Unified MCP server for querying OpenTelemetry traces across multiple backends (Jaeger, Tem 201 Claude Code 1 4,754 tok
ahmedasmar/devops-claude-skills A Claude Code Skills Marketplace for DevOps workflows 201 Claude Code 1 4,566 tok
paoloricciuti/tmcp tmcp.io Typescript SDK to build MCP servers in an agnostic way 201 Claude Code 1 1,289 tok
cynative/cynative cynative.com Open-source security agents for cloud, code and runtime. 45 built-in agents audit AWS, GCP 201 Claude Code, Codex, OpenCode 2 6,706 tok
Red-noblue/Codex_Relay Cross-device export/import + local vault for Codex CLI sessions (.jsonl). Resume the same 201 Codex, OpenCode 1
claudioemmanuel/squeez Hook-based token compressor for 5 AI CLI hosts (Claude Code, Copilot CLI, OpenCode, Gemini 201 Claude Code 1 1,468 tok
infinri/Writ infinri.github.io Governance runtime for Claude Code. Enforces workflow gates at tool time, delivers the eng 201 Claude Code 1
dmarcguardhq/dmarcguard dmarcguard.io 🛡️ A lightweight, self-hosted DMARC report parser with a beautiful Vue.js dashboard. Sing 201 Claude Code 1 4,175 tok
logicpulse/logicPOS logic-pos.com Logicpulse's Open Source POS System 200 Codex, OpenCode 1 777 tok
sadanandpai/clearfrontend clearfrontend.vercel.app 200 Claude Code, Codex, OpenCode 5 3,109 tok
varandrew/moor Moor is a local MCP control plane for Mac. It gives every coding agent one safe, observabl 200 Claude Code, Codex 2
Idun-Group/idun-agent-platform idun-group.com 🟪 Open-source runtime that ships any LangGraph or Google ADK agent as a production-ready 200 Claude Code 2 3,042 tok
ab604/claude-code-r-skills Claude Code configurations for R development. 200 Claude Code 9
zippoxer/recall Full-text search and resume for Claude/Codex conversations 200 Claude Code, Codex 2 659 tok
SensorsINI/jaer Full-featured cross-platform (Linux, Windows, MacOS) desktop application for neuromorphic 200 Codex, OpenCode 1 883 tok
DobermanCore/Doberman-Core pypi.org Your AI's guard dog. Doberman sits at runtime, gating every input, output and tool call to 200 Claude Code, Codex, OpenCode 2 8,036 tok
SikamikanikoBG/homelab-monitor sikamikanikobg.github.io Plug-and-play homelab dashboard in one container — GPU, local-AI VRAM, Docker, systemd, ho 200 Claude Code 1 138 tok
Dicklesworthstone/coding_agent_account_manager Sub-100ms auth switching for AI coding CLIs (Claude Code, Codex, Gemini): swap subscriptio 200 Codex, OpenCode 1 8,804 tok
Hilbert-beinghappy/seektty A Claude Code-style terminal interface for DeepSeek Harness, supporting Windows, macOS, an 200 Codex, OpenCode 1 156 tok
sandbaseai/deepseek-harness-handbook sandbaseai.github.io Agent-first DeepSeek Harness handbook: 173 source-backed runtime, plugin, MCP, sandbox, ev 200 Codex, OpenCode 1 1,999 tok
webdevtodayjason/sub-agents Claude Code Sub Agent Manager. A simple Manager for adding Claude Code Sub Agents with hoo 200 Claude Code 1 1,806 tok
jimmc414/cctrace Claude Code Trace - Export Claude Code chat sessions into markdown and XML 200 Claude Code 3
owncloud/notes :notebook_with_decorative_cover: Notes app for ownCloud 200 Claude Code, Codex, OpenCode 2 764 tok
yuanboP/frugal 199 Codex, GitHub Copilot, OpenCode 2 986 tok
TokenRollAI/minicc mini claude code impl for learning agent 199 Claude Code 1 33 tok
algopian/chromeclaw discord.gg Your own personal AI assistant in Chrome/Firefox. 🦞 199 Claude Code 1 2,901 tok
mercurialsolo/claudectl mercurialsolo.github.io Orchestrate a swarm of Claude Code agents with a local brain that learns from you. 199 Claude Code, Codex, OpenCode 2 6,092 tok
thomast1906/github-copilot-agent-skills Repo containing my GitHub Copilot Agent & Skills - continually experimenting! 199 Claude Code, Codex, GitHub Copilot 21 2,119 tok
getnao/sylph The open-source company brain. Run your entire company with AI agents, skills, and a self- 199 Claude Code, Codex, OpenCode 36 2,379 tok
DictionLabs/Diction diction.one Diction is Open Source self-hosted alternative to WisprFlow - iOS speech-to-text keyboard 199 Codex, OpenCode 1 3,599 tok
nizos/probity TDD enforcement and guardrails for Claude Code, Codex, and GitHub Copilot CLI 199 Claude Code 3 396 tok
joyehuang/minimind-notes minimind.wiki 🚀 [Build an LLM from Scratch] A minimal, principle-first guide to understanding and build 199 Claude Code, Codex, OpenCode 2 6,709 tok
tumf/mcp-text-editor A token-efficient MCP server for safe, line-oriented text file editing with partial reads, 199 Codex, OpenCode 1 1,087 tok
vercel/sandbox vercel.com Vercel Sandbox is an ephemeral compute primitive designed to safely run untrusted or user- 198 Codex, OpenCode 1 116 tok
searlsco/prove_it The verification harness that Claude Code should have shipped with 198 Claude Code, Codex, OpenCode 6 1,926 tok
hiyeshu/codeck codeck.sh No Keynote. No dragging. No font sizes. 198 Claude Code, Codex, OpenCode 2 2,173 tok
cgwire/zou dev.kitsu.cloud Zou is the Kitsu API. It allows you to store and manage your production data 198 Claude Code 1 4,862 tok
danikf/tik4net Manage mikrotik routers with .NET C# code via ADO.NET like API or enjoy O/R mapper like hi 198 Claude Code, Codex, OpenCode 11 3,031 tok
pyrate-llama/hermes-ui The command center for Hermes Agent — chat, steer, browse files, manage skills, and monito 198 Claude Code 1 203 tok
harumiWeb/exstruct harumiweb.github.io Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, a 198 Claude Code, Codex, OpenCode 10 2,236 tok
leshkodev/freetube freetube.io Native SwiftUI YouTube client for iOS. Cookie-based auth, AVPlayer, offline downloads. 198 Claude Code 1 9,979 tok
thisisgm/omarchy-pods AirPods in the Omarchy bar: per-pod and case battery, listening mode, adaptive noise level 198 Codex, OpenCode 1 972 tok
kggzs/ApkMCP-Auto A collection of Android reverse-engineering tools that connects AI assistants such as Clau 198 Claude Code, Codex 1