How real projects configure their agents

32,505 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
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
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
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
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
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
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
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
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
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
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
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
sapoepsilon/Whispera AI-powered voice transcription app for macOS using WhisperKit 168 Claude Code 1 3,394 tok
zero-lab-ai/skills zero-lab.ai Portable, evidence-bound security skills for authorized defensive assessment, red teaming, 168 Claude Code, Codex, OpenCode 2 1,717 tok
Kindness-Kismet/AstraGram-Desktop An enhanced version of a modern and aesthetically pleasing Telegram client. 168 Claude Code, Codex, OpenCode 9 7,534 tok
tasmirz/jagoo-bahee 167 Claude Code, Codex, OpenCode 2 10,260 tok
xiincs/claude-code-vision-skill Enables multimodal visual capabilities for Claude Code on a text-only LLM foundation, for 167 Claude Code 1 264 tok
FlineDev/ContextKit Claude Code context engineering & planning system for individual AI development workflows 167 Claude Code, Codex, OpenCode 2 9,984 tok
eric-tramel/slop-guard eric-tramel.github.io Slop Scoring to Stop Slop 167 Claude Code, Codex, OpenCode 3 632 tok
jean-humann/docs-to-pdf npmjs.com Generate PDF for document website 🧑‍🔧 167 Claude Code 1 4,714 tok
Arman-Kudaibergenov/1c-ai-development-kit Comprehensive AI agents, skills and rules toolkit for 1C:Enterprise development in Cursor 167 Claude Code 1 6,108 tok