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
loveramarois-byte/council-lab Local-first AI decision workspace with four competing perspectives, human approval, eviden 111 Codex, OpenCode 1 494 tok
livekit-examples/agent-starter-node docs.livekit.io A complete voice AI starter app for LiveKit Agents with Node.js 111 Claude Code, Codex, Gemini CLI, OpenCode 3 1,230 tok
disler/learning-cmux-with-agents 31 natural-language prompts that prove one primary agent can stand up, drive, and tear dow 111 Claude Code 11
luochang212/skill-zoo luochang.ink All-in-One Desktop Agent Skills Utility. Welcome to the Skill Zoo, where all your skills l 111 Claude Code, Codex, OpenCode 2 1,961 tok
sadiuysal/crawl4ai-mcp-server 🕷️ A lightweight Model Context Protocol (MCP) server that exposes Crawl4AI web scraping a 111 Claude Code, Cursor 2 5,754 tok
daveebbelaar/document-copilot 111 Codex, OpenCode 1 743 tok
tridz-dev/huf huf.ai Open-source, self-hosted multi-agent AI infrastructure for teams and apps with support for 111 Claude Code, Codex, OpenCode 2 36,754 tok
bropines/xray-config-ui-editor bropines.github.io 111 Gemini CLI 1
moonrunnerkc/swarm-orchestrator A coding agent whose claims about its own work resolve to machine-captured evidence: an ap 111 Claude Code, Codex, OpenCode 2 10,496 tok
zifengyuan6-star/xuexi-learning-skill learning-skill: An interactive learning Skill based on 2 Sigma and mastery learning 111 Claude Code 1 901 tok
yc-software/recruiting 111 Claude Code 13
Insajin/autopus-adk Autopus-ADK is of the agents, by the agents. for the agents. Multi-model orchestration (co 111 Claude Code, Codex, Gemini CLI, OpenCode 3 3,368 tok
daniel-p-green/nbj-write-clearly A clear-writing agent skill grounded in the Google Developer Documentation Style Guide. 111 Codex, OpenCode 2 99 tok
orziz/odai AI agent general-purpose task governance framework: align goals with facts, plan and orche 111 Codex, OpenCode 1 1,899 tok
TidyFactor/Styler tidyfactor.com Production-Stage Visual Design & In-Codebase UI Engineering Suite 111 Codex, OpenCode 1 93 tok
thomasbek3/hermes-bot-kit The Grok Bot experience for your Hermes fleet: iMessage-style chat bubbles + a live window 111 Codex, OpenCode 1 1,952 tok
Seekers2001/docs-governance A documentation-driven development governance plugin for Claude Code, Codex, and ChatGPT: 111 Claude Code, Codex, OpenCode 2 554 tok
HorusGoul/eslint-plugin-react-render-types ESLint plugin that brings Flow's Render Types to TypeScript via JSDoc. Enforce component c 111 Claude Code, Codex, OpenCode 5 1,242 tok
assafkip/kipi-system Your AI brain, externalized. It remembers everything you do, then becomes whatever role yo 110 Claude Code, Codex, OpenCode 14 1,648 tok
whut09/opencode-plusplus OpenCode++: a Coding Agent Reliability Harness for OpenCode, adding context, edit boundari 110 Codex, OpenCode 1 1,250 tok
timkoda/koda-stack The Koda Creative Stack — 10 creative agents for Claude Code that automate your full conte 110 Claude Code 1 518 tok
SeemSeam/claude_code_autoflow 110 Claude Code 1 206 tok
jacob-bd/universal-skills-manager 110 Claude Code, Codex, OpenCode 2 8,102 tok
deuslirio/UFGTeX-Presentation overleaf.com A Modern LaTeX Template to presentations, with different layouts and support to AI assista 110 Claude Code, Codex, OpenCode 2 3,969 tok
ubie-oss/slack-mcp-server A Slack MCP server 110 Claude Code 1 1,149 tok
dbinky/Pommel 110 Claude Code, Codex, OpenCode 2 2,894 tok
emanueleielo/deepagents-open-lovable An open-source AI-powered frontend development platform built on DeepAgents and LangGraph. 110 Claude Code 1 887 tok
webjsdev/webjs webjs.dev WebJs is an AI-first full-stack JavaScript web components framework. You get production-re 110 Claude Code, Codex, OpenCode 18 29,698 tok
Mohit-Patil/clawdex-mobile getclawdex.com Control Codex from your phone 110 Codex, OpenCode 1 2,662 tok
faucetdb/faucet faucetdb.ai Faucet is an open-source, single-binary server that turns any SQL database into a secure, 110 Claude Code 1 562 tok
gmickel/gno gno.sh Local AI-powered document search and editing with first-in-class hybrid retrieval, LLM ans 110 Claude Code, Codex, OpenCode 10 7,390 tok
ai-twinkle/Eval twinkleai.tw High-performance LLM evaluation framework with parallel API calls — up to 17× faster than 110 Claude Code 3 12,871 tok
dtsola/xiaoyaoprivatebill project.xiaoyaosai.com Xiaoyao Bill Assistant, one-click intelligent analysis for Alipay and WeChat bills. See ex 110 Claude Code 6
bobbylkchao/ai-phone-agent AI Phone Agent: A starter kit to build AI agents that answer real phone calls and talk to 110 Claude Code, Codex, OpenCode 3 833 tok
santhoshravindran7/Fabric-Analytics-MCP A Model Context Protocol (MCP) server that enables AI assistants to securely access and an 110 GitHub Copilot 1
legioncodeinc/honeycomb theapiary.sh AI coding agents forget. They forget across sessions, and they forget across tools. A deci 110 Codex, OpenCode 1 2,094 tok
robertoshimizu/session-graph Turn your scattered AI coding sessions into a queryable knowledge graph. Multi-platform (C 110 Claude Code, Codex, OpenCode 3 5,124 tok
just-every/mcp-screenshot-website-fast justevery.com Quickly screenshots webpages and converts to an LLM friendly size 110 Claude Code 1 1,059 tok
kar2phi/video-lens video-lens is a coding agent skill that fetches a YouTube transcript and generates a struc 110 Claude Code 1 447 tok
jthorborg/signalizer jthorborg.com Audio/signal visualizer plugin 110 Claude Code, Codex, OpenCode 2 977 tok
akemmanuel/OpenGUI opengui.io Open-source desktop and web coding agent with a first-party host and harness, durable sess 110 Codex, OpenCode 1 661 tok
zentinelproxy/zentinel zentinelproxy.io A security-first reverse proxy built to guard the free web. 110 Codex, OpenCode 1 2,253 tok
sportsdataverse/cfbfastR cfbfastr.sportsdataverse.org An R package to quickly obtain clean and tidy college football play by play data 110 Claude Code, GitHub Copilot 2 9,181 tok
tlbx-ai/tlbx tlbx.ai Self-hosted terminal browser multiplexer for persistent shells and coding agents on Window 110 Claude Code, Codex, OpenCode 2 5,034 tok
catoncat/notion-local-ops-mcp Use Notion AI with your local files, shell, and fallback local agents. 110 Claude Code, Codex, OpenCode 3 1,233 tok
BrettKinny/dotty-stackchan youtube.com Self-hosted voice-assistant stack for the M5Stack StackChan desktop robot. Local ASR/TTS, 110 Claude Code 1 4,618 tok
microsoft-foundry/Foundry-Local-Lab Microsoft Foundry Local - Workshop - Build AI apps locally with Foundry Local - RAG, agent 110 Codex, OpenCode 1 2,289 tok
Necmttn/ax ax.necmttn.com the agent experience layer · observability + memory for AI coding agents (Claude Code + Co 110 Claude Code, Codex, OpenCode 2 16,547 tok
neo4j-contrib/neo4j-skills neo4j.com Neo4j Skills for Coding and other Agents including Cypher 110 Codex, OpenCode 1 4,196 tok
ScrapeGraphAI/scrapegraph-mcp ScapeGraph MCP Server 110 Claude Code 1 170 tok