How real projects configure their agents

24,785 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
OpenYabby/OpenYabby openyabby.com Voice-driven multi-agent assistant — Realtime API + CLI runners + multi-channel orchestrat 135 Claude Code, Codex, OpenCode 2 9,284 tok
pnp/cli-microsoft365-mcp-server npmjs.com Manage Microsoft 365 using MCP server 135 Claude Code, Codex 2 —
zifeo/lade Temporary access to secrets and private networks for one command, then gone. Same wrap for 135 Claude Code, Codex, Cursor, OpenCode 9 1,604 tok
webflow/webflow-skills Official Webflow Agent Skills 135 Claude Code, Codex, OpenCode 2 821 tok
xuzhougeng/ScientificFigureLibrary sfl.bio Local-first MCP App for scientific figures. Import, review, and publish a global library o 135 Codex, OpenCode 1 1,271 tok
bitsocialnet/5chan 5chan.app A decentralized 4chan alternative. 135 Claude Code, Codex, OpenCode 33 3,047 tok
joachimchauvet/modernstack-saas modernstack-saas.com A modern SaaS template/boilerplate built with SvelteKit, Convex, Better Auth, and shadcn-s 134 Claude Code, Codex, OpenCode 2 748 tok
vaneenige/monochrome-ui Accessible UI component library. Best performance out of the box. HTML first, React and Vu 134 Codex, OpenCode 1 6,031 tok
agentailor/fullstack-langgraph-nextjs-agent Production-ready Next.js template for building AI agents with LangGraph.js. Features MCP 134 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,467 tok
librae8226/nexus4cc Your Claude Code, Everywhere. 134 Claude Code, Codex, OpenCode 9 2,523 tok
benseverndev-oss/goldenmatch docs.bensevern.dev Zero-config entity resolution feeding a durable identity layer: messy records from any sou 134 Claude Code, Codex, OpenCode 2 6,674 tok
huseyinstif/oculos If it's on the screen, it's an API. Control any desktop app via REST + MCP. Rust. 134 Codex, OpenCode 1 3,121 tok
zabbix-community/helm-zabbix artifacthub.io Helm chart for Zabbix 134 Claude Code, Codex 2 2,961 tok
psu-efd/pyHMT2D Python Hydraulic Modeling Tools - 2D 134 Claude Code, Codex, OpenCode 11 2,924 tok
aws-samples/sample-spec-driven-presentation-maker 134 Claude Code, Codex, Kiro, OpenCode 7 8,444 tok
stephenleo/OpenMicro 🎮 Codex Micro functionality using any Gaming Controller on any Coding Harness! 134 Claude Code, Codex, OpenCode 2 246 tok
andersonjoseph/jailed-agents Secure Nix sandbox for LLM agents 134 Codex, OpenCode 1 1,494 tok
sernote/audit-prompt-caching 134 Codex, OpenCode 1 724 tok
sixb-ai/sixb docs.sixb.ai Open-source TypeScript framework for building operational software used by humans and AI a 134 Codex, OpenCode 1 3,796 tok
remix-run/agent-skills Agent Skills for working with React Router 134 Codex, OpenCode 1 882 tok
BYK/loreai withlore.ai Your AI never starts over. Lore keeps sessions coherent for days and millions of tokens — 133 Codex, OpenCode 1 2,548 tok
ibuilder/massing massing.build Open, self-hosted, IFC-native AEC platform: web BIM viewer + modeling, a ~100-module GC po 133 Claude Code, Codex, OpenCode 9 12,117 tok
AlphaLab-USTC/OhMyCode Minimal and Customizable CC-Style Coding Agent 133 Claude Code, Codex, OpenCode 26 1,372 tok
haacked/dotfiles My dotfiles and scripts I use on dev machines 133 Claude Code, Codex, OpenCode 2 131 tok
PolymathWizard/BHIL-AI-First-Development-Toolkit A production-grade methodology repository for building AI-native applications using iterat 133 Claude Code, Codex, OpenCode 2 1,721 tok
robzilla1738/skillz-macos robzilla1738.github.io Browse and manage local AI skills, MCP configs, plugins, and agent activity on macOS 14+. 133 Claude Code, Codex, OpenCode 2 10,301 tok
zetaalphavector/RAGElo RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using a 133 Claude Code, Codex, GitHub Copilot, OpenCode 5 3,571 tok
microsoft/fabric-rti-mcp MCP server for Fabric Real-Time Intelligence (https://aka.ms/fabricrti) supporting tools f 133 Claude Code, Codex, GitHub Copilot 2 1,346 tok
one-ie/one template.one.ie Make Your Ideas Real. Build Apps, Websites and AI Agents with Plain English with Astro, Re 133 Claude Code, Codex, OpenCode 4 3,237 tok
appautomaton/agent-designer appautomaton.com Portable SKILLs workspace for Claude Code, Codex, and Gemini — issue-driven workflows and 133 Codex, OpenCode 1 199 tok
ambient-code/platform ambient-code.github.io Vision/Mission https://ambient-code.ai : Virtual team management and collaboration platfor 133 Claude Code, Codex, OpenCode 13 2,311 tok
geongeorge/picture-it Photoshop for agents 133 Claude Code, Codex, OpenCode 2 1,540 tok
Tlaloc-Es/killpy tlaloc-es.github.io 🐍 CLI tool to find and delete unused Python virtual environments (.venv, poetry, conda, p 133 Codex, OpenCode 1 1,818 tok
weidu12123/1Shell 133 Codex, OpenCode 1 132 tok
CliMA/ClimaAtmos.jl clima.github.io GPU-capable global atmosphere model of the CliMA Earth System Model, designed for calibrat 133 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,101 tok
docmancer/docmancer docmancer.dev Find out what your coding agents already know. Docmancer indexes the memory, rules, and in 133 Codex, GitHub Copilot, OpenCode 2 1,297 tok
cesarferreira/stax cesarferreira.com The fastest stacked-branch workflow for Git. Interactive TUI, smart PRs, safe undo. Writte 133 Claude Code, Codex, OpenCode 9 2,567 tok
Shahfarzane/opencode-mobile Native iOS app for OpenCode AI coding agent — built with Expo & React Native. Real-time st 133 Codex, OpenCode 1 1,579 tok
user-w-ui/search-before-build A lightweight plugin for Coding Agents: helps clarify problems, calmly assess whether deve 133 Claude Code, Codex, OpenCode 2 857 tok
Dicklesworthstone/repo_updater Pure-bash CLI for keeping hundreds of GitHub repos in sync: parallel clone/pull, conflict 133 Claude Code, Codex, OpenCode 2 8,656 tok
Pandlagon/IELTS-Studio An IELTS English mock exam website that uses AI to convert PDF or Word exam papers into in 133 Claude Code, Codex, OpenCode 2 3,220 tok
kubetail-org/kstack kstack.sh Skill pack for Claude Code that helps you monitor and troubleshoot your K8s clusters super 133 Claude Code, Codex, OpenCode 2 4,964 tok
heilingbrunner/tiaportal-mcp A MCP server for Siemens TIA Portal 133 Codex, OpenCode 1 338 tok
hahwul/gori gori.hahwul.com A fast, keyboard-driven HTTP intercepting proxy and pentesting toolkit for the terminal bu 133 Codex, OpenCode 1 6,552 tok
czlonkowski/n8n-mcp-cc-buildier 133 Claude Code, Codex, OpenCode 13 4,701 tok
guguzea/MC-AI-Coding-Assistant-Tool A complete toolkit that helps AI coding assistants such as Cursor and Claude Code write Mi 133 Codex, OpenCode 1 21,963 tok
hassanabidpk/searchrestaurant searchrestaurant.pythonanywhere.com Apps are built using Google Maps SDK, Geocoding and Foursquare APIs 132 Claude Code, Codex, OpenCode 2 770 tok
appotry/docker-hexo Hexo Docker one-click deployment environment. Add CJK support, with a detailed tutorial 132 Codex, OpenCode 1 1,761 tok
arindamxd/camerax-android arindamxd.github.io A Play Store camera app showing Jetpack CameraX APIs in Kotlin — install it, use it, copy 132 Claude Code, Codex, OpenCode 23 3,890 tok
moclojer/moclojer docs.moclojer.com Simple and efficient HTTP and Webscoket mock server with specification in yaml, edn or Ope 132 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,554 tok