How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
Red-Hat-AI-Innovation-Team/sdg_hub ai-innovation.team Synthetic Data Generation Toolkit for LLMs 170 Claude Code 4 979 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
dceoy/speckit-agent-skills Agent skills for Spec Kit 170 Gemini CLI 10 —
faucetdb/faucet faucetdb.ai Faucet is an open-source, single-binary server that turns any SQL database into a secure, 170 Claude Code 1 1,800 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
thevibeworks/claude-code-docs Everything Anthropic ships for builders, archived as markdown and refreshed 4× daily. 4,20 170 Claude Code 2 2,775 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
AgriciDaniel/claude-repurpose agricidaniel.com Content Repurposing Engine for Claude Code. Turn 1 piece of content into 10+ platform-opti 169 Claude Code 1 1,283 tok
TradingGoose/TradingGoose-Studio tradinggoose.ai Build your own AI investment system 169 Claude Code, Codex, OpenCode 2 422 tok
dynamics365ninja/d365fo-mcp-server Exposes MCP tools that prove every method, field, label and form pattern against your real 169 Claude Code, GitHub Copilot 8 3,156 tok
asdf17128/bili-webos 📺 Open-source Bilibili (哔哩哔哩) client for LG webOS TVs — DASH up to 4K/HDR, danmaku, bangu 169 Claude Code 2 1,106 tok
shaikhspeare/wanderlog-mcp npmjs.com MCP server for Wanderlog — build and edit trip itineraries through conversation 169 Claude Code 1 1,167 tok
revyme-web/builder revyme.com The open source alternative to Framer, Webflow, Figma. A website builder where you design 169 Claude Code 1 2,079 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
confluentinc/mcp-confluent 169 Claude Code, GitHub Copilot 7 7,021 tok
mitsuhiko/gh-issue-sync A github issue sync tool for working with issues locally 169 Claude Code, Codex, OpenCode 2 192 tok
smerchek/claude-epub-skill A Claude Skill for converting markdown documents, chat summaries, or research reports into 169 Claude Code 1 1,618 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
lacs-project/sysknife lacs-project.github.io An AI that administers Linux through typed, approval-gated, Ed25519-audited actions. The m 169 Claude Code 1 2,364 tok
necoz-oss/is-kit is-kit.dev Build small guards. Compose them. A lightweight, zero-dependency toolkit for building reu 169 Codex, OpenCode 1 2,536 tok
wbern/agent-instructions Claude Instructions Repository 168 Claude Code 34 1,813 tok
BayramAnnakov/retain Retain is a native macOS application that aggregates AI conversations from multiple platfo 168 Claude Code 1 3,435 tok
OracleNep/Nday-Exploit-Plan A collection of detailed information and exploitation methods for historical vulnerabiliti 168 Codex, OpenCode 1 585 tok
MatanYemini/bitbucket-mcp Bitbucket MCP - A Model Context Protocol (MCP) server for integrating with Bitbucket Cloud 168 Claude Code 1 1,261 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
antoniolg/play-store-mcp An MCP server that connects to Play Store Console and release new App versions from an MCP 168 Claude Code 2 773 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
chicogong/html-tools tools.realtime-ai.chat 🛠️ 1088+ pure frontend online tools | Single file · Zero build · Offline-ready · Privacy- 168 Claude Code 1 1,118 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
juspay/neurolink neurolink.ink The pipe layer of an AI nervous system — one interface connecting provider neurons to your 168 Claude Code 5 8,422 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