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
joohw/boss-cli boss-cli.com Boss Zhipin automation CLI: candidate lists, talent recommendations, bulk messaging, and a 172 Codex, OpenCode 1 357 tok
alfadur7/llm-wiki-newsroom alfadur7.github.io Harness engineering applied to knowledge production: a self-evolving multi-agent newsroom 172 Claude Code, Codex, Gemini CLI, OpenCode 29 7,815 tok
sergebulaev/x-skills cccrafts.ai X (Twitter) marketing skills for Claude Code and Codex: write tweets, threads, and replies 172 Claude Code, Codex, OpenCode 2 4,536 tok
go-to-k/cdkd Drop-in CDK CLI for existing CDK apps — up to 15x faster deploys via direct AWS SDK calls 171 Claude Code, Codex, OpenCode 22 3,018 tok
contentful/contentful-export This tool allows you to export a Contentful space to a JSON dump 171 Codex, OpenCode 1 1,177 tok
awslabs/Log-Analyzer-with-MCP A Model Context Protocol (MCP) server that provides AI assistants access to AWS CloudWatch 171 Claude Code, Codex, OpenCode 2 3,462 tok
noambrown/poker_solver A no-limit Texas hold'em river solver using CFR variants 171 Codex, OpenCode 1 646 tok
Dicklesworthstone/ultimate_mcp_client Async Python client for the Model Context Protocol with interactive CLI and reactive Web U 171 Codex, OpenCode 1 991 tok
Jamailar/OPG opg.ceo Shared backend services for multiple apps, enabling one person to use AI to manage multipl 171 Codex, OpenCode 1 446 tok
Yousuf-developer/liquid-glass-carousel yousuf-portfolio-carousel.vercel.app Infinite scroll-driven carousel with a liquid-glass lens shader — three.js + GSAP 171 Claude Code, Codex, OpenCode 2 1,251 tok
heygen-com/heygen-cli developers.heygen.com Create AI videos from the terminal. Official CLI for the HeyGen video generation API. 171 Claude Code, Codex, OpenCode 4 1,922 tok
animeshkundu/youtube-audio addons.mozilla.org Disable videos on youtube and save battery and bandwidth / data 170 Claude Code, Codex, GitHub Copilot, OpenCode 7 6,403 tok
Zettelgarden/Zettelgarden zettelgarden.com Intelligent zettelkasten where AI agents help you capture, process, and recall knowledge s 170 Claude Code, Codex, OpenCode 10 3,519 tok
webgptorg/promptbook ptbk.io Turn your company's scattered knowledge into AI ready Books ✨ 170 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,840 tok
wedow/harness Minimal agent loop in bash. Pure state follower core with plugin-based tools, hooks, provi 170 Codex, OpenCode 1 2,266 tok
Terry-Mao/AICodingFlow Setup a AI Coding Flow 170 Claude Code, Codex, OpenCode 37 575 tok
paiml/paiml-mcp-agent-toolkit paiml.github.io Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more 170 Claude Code, Codex, OpenCode 4 6,972 tok
anton-abyzov/specweave spec-weave.com Open-source spec CLI: the spec, tasks and proof of done live in git, so any AI coding agen 170 Claude Code, Codex, OpenCode 2 1,571 tok
tilework-tech/nori-skillsets npmjs.com System for managing collections of agent skills. Switch between skillsets seamlessly! 170 Claude Code, Codex, OpenCode 4 1,914 tok
dealfluence/adeu adeu.ai docx ↔ LLM translator. Projects .docx office files to Markdown for editing. Projects edits 170 Codex, Gemini CLI, OpenCode 5 2,967 tok
magnus919/agent-skills Curated collection of AI agent skills for Hermes and other agent frameworks 170 Codex, OpenCode 1 4,304 tok
kunchenguid/quota-axi Allow your agents to see your LLM subscription quota windows. 170 Claude Code, Codex, OpenCode 2 1,647 tok
Khalilzhang0825/boring-is-all-you-need Boring Is All You Need: a Codex Desktop workflow replacement with transactional migration, 169 Codex, OpenCode 1 422 tok
openaustralia/theyvoteforyou theyvoteforyou.org.au Making parliamentary voting information accessible, understandable, and easy to use so tha 169 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,583 tok
Azure-Samples/eShopLite aka.ms eShopLite is a set of reference .NET applications implementing an eCommerce site with feat 169 Codex, GitHub Copilot, OpenCode 2 4,644 tok
remorses/spiceflow getspiceflow.com Minimal API & React framework, fully type safe, OpenAPI, RSC, MCP, type safe client, strea 169 Codex, OpenCode 1 7,300 tok
SukramJ/aiohomematic sukramj.github.io Async Python library for Homematic(IP) devices via OpenCCU, CCU3, CUxD and CCU-Jack 169 Claude Code, Codex, GitHub Copilot, OpenCode 6 9,848 tok
daiki-beppu/youtube-automation YouTube channel automation shared core 169 Claude Code, Codex, OpenCode 30 3,030 tok
notactuallytreyanastasio/deciduous Decision graph tooling for AI-assisted development - track every choice, query your reason 169 Claude Code, Codex, OpenCode 18 15,563 tok
LilMGenius/polysona Polygonal Persona: A Persona Layer for AI Agents. Metacognition-driven multi-persona extra 169 Claude Code, Codex, OpenCode 2 1,234 tok
IlhamriSKY/TEDI tedi.ilhamriski.com Terminal Director. One lightweight app, eight features, your whole dev workflow in a singl 169 Codex, OpenCode 1 3,104 tok
Anbeeld/AGENTS.md anbeeld.com Global instructions for coding agents: evidence, parallelization, validation, all in one A 169 Codex, OpenCode 1 1,964 tok
TradingGoose/TradingGoose-Studio tradinggoose.ai Build your own AI investment system 169 Claude Code, Codex, OpenCode 2 422 tok
renmengwen/MuseDock MuseDock is a local-first AI short-video creation and editing workbench. Enter a topic, pa 169 Claude Code, Codex, OpenCode 2 1,535 tok
GoogleCloudPlatform/gke-mcp 169 Claude Code, Codex, OpenCode 2 855 tok
Prism-Shadow/deepseek-harness-book dshbook.penguin.ooo From Zero to DeepSeek Harness — A Practical Guide to DeepSeek Harness 169 Claude Code, Codex, OpenCode 3 727 tok
mitsuhiko/gh-issue-sync A github issue sync tool for working with issues locally 169 Claude Code, Codex, OpenCode 2 192 tok
pnp/copilot-pro-dev-samples Community contributed samples for the Microsoft 365 Copilot. Contributions welcome. 169 Claude Code, Codex, OpenCode 3 1,481 tok
OracleNep/Nday-Exploit-Plan A collection of detailed information and exploitation methods for historical vulnerabiliti 168 Codex, OpenCode 1 585 tok
SallaApp/ZATCA An unofficial package maintained by Salla to help developers to implement ZATCA (Fatoora) 168 Claude Code, Codex, OpenCode 2 2,247 tok
0bserver07/Study-Reinforcement-Learning rl.yad.codes RL study guide — foundations through RLHF, DPO, GRPO, RLVR, agentic RL, and offline RL. Ha 168 Claude Code, Codex, OpenCode 2 2,220 tok
healthymind-tech/Taiwan-Health-MCP tw-health-mcp.healthymind-tech.com Help AI agents understand Taiwan healthcare: 63 MCP tools covering FHIR R4 / TW Core valid 168 Claude Code, Codex, OpenCode 2 14,245 tok
G4brym/email-explorer A self-hosted, serverless worker for sending and receiving emails on Cloudflare 168 Codex, OpenCode 1 1,153 tok
thedaviddias/souls-directory souls.directory 🧠 Directory of SOUL.md personality files for OpenClaw agents 168 Claude Code, Codex, OpenCode 2 2,012 tok
iHildy/opencode-synced Sync opencode global configurations between machines with a plugin 168 Claude Code, Codex, OpenCode 2 758 tok
CodeAlive-AI/ai-driven-development Practices, protocols, and skills for AI-driven software development. Skills and safety hoo 168 Claude Code, Codex, OpenCode 2 1,186 tok
bifrost-proxy/bifrost bifrost-proxy.github.io Bifrost is a high-performance, AI-friendly proxy server written in Rust. It provides power 168 Claude Code, Codex, OpenCode 10 16,937 tok
doudou770/flyreq-image-studio image.flyreq.com AI image generation studio (AI Image Generator) and video studio. Supports Agent and studi 168 Codex, OpenCode 1 688 tok
peakflo/20x peakflo.ai Self-improving Agent orchestrator for all knowledge work 168 Codex, OpenCode 1 7,264 tok
fullbleed-engine/fullbleed-official docs.fullbleed.dev Generate PDFs from HTML/CSS in Python, Rust, JavaScript, and C#. Deterministic engine for 168 Codex, OpenCode 1 380 tok