How real projects configure their agents

44,817 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
shuxiachai/academic-commercialization-agent academic-commercialization-agent.up.railway.app AI multi-agent tool that turns research papers into cited commercialization and tech-trans 808 Claude Code, Codex, OpenCode 2 11,330 tok
microsoft/CopilotStudioSamples 808 Claude Code, GitHub Copilot 2 2,794 tok
remorses/holocron holocron.so Open source drop-in replacement for Mintlify as a Vite plugin 807 Claude Code, Codex, OpenCode 2 17,839 tok
symgraph/GhidrAssistMCP An native MCP server extension for Ghidra 807 Claude Code 1 1,447 tok
Iamshankhadeep/ccseva shankhadeep.dev A beautiful macOS menu bar app for tracking your Claude Code usage in real-time. 807 Claude Code 1 3,747 tok
christopherkarani/Wax christopherkarani.github.io Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo 806 Codex, OpenCode 1 1,641 tok
PaulJPhilp/EffectPatterns effect-patterns.vercel.app A community-driven knowledge base of practical patterns for Effect-TS. 806 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 7 7,115 tok
regent-vcs/re_gent re-gent.dev Version control for AI agents — track what your agent did, blame any line to a prompt, ins 805 Claude Code, Codex, OpenCode 10 7,100 tok
codewithmukesh/dotnet-claude-kit codewithmukesh.com Make Claude Code a .NET 10 Expert 805 Claude Code, Codex, OpenCode 2 5,247 tok
kentcdodds/kody kody.codes 🐨 Your agents' cloud — the memory, keys, code, and automations your AI agent keeps, porta 805 Claude Code, Codex, OpenCode 10 184 tok
firoorg/firo firo.org The privacy-focused cryptocurrency 803 Claude Code 2 —
m3sserstudi0s/swiparr swiparr.com Swipe on what to watch next. 803 Codex, OpenCode 1 1,631 tok
usemoss/moss moss.dev The retrieval layer for production AI systems. Lightning-fast (<10ms) search without vecto 803 Claude Code, Codex, OpenCode 2 4,014 tok
Ohh-889/skyroc admin.skyroc.me Skyroc is a cross-platform frontend engineering monorepo based on React 19 + TypeScript: i 802 Claude Code, Codex, OpenCode 27 2,872 tok
bosun-ai/swiftide swiftide.rs Fast, streaming indexing, query, and agentic LLM applications in Rust 802 Codex, OpenCode 1 830 tok
krakenfx/kraken-cli kraken.com Trade crypto, tokenized stocks, forex and futures on Kraken from your terminal or your AI 802 Claude Code, Codex, OpenCode 2 10,270 tok
PINA-org/PINA pina-org.github.io Physics-Informed Neural networks for Advanced modeling 801 Claude Code, Codex, OpenCode 14 808 tok
bruin-data/dac getbruin.com DaC is a dashboard-as-code tool. Build interactive dashboards using YAML and JSX. Built-in 801 Claude Code, Codex, OpenCode 4 939 tok
enjalot/latent-scope A scientific instrument for investigating latent spaces 798 Claude Code, Codex, OpenCode 3 7,240 tok
simonw/research Research projects 798 Claude Code, Codex, OpenCode 2 309 tok
warpfront/hipfire RDNA-native LLM inference engine in Rust. 797 Claude Code, Codex, OpenCode 11 31,993 tok
adar2378/pin_code_fields pub.dev A flutter package which will help you to generate pin code fields with beautiful design an 794 Claude Code 1 2,360 tok
gemini-cli-extensions/security Google's Security extension for the Gemini CLI that finds vulnerabilities in your code cha 794 Gemini CLI 1 3,993 tok
dragon1086/prism-insight prism-insight-landing.vercel.app AI-based stock analysis and trading system 794 Claude Code, Codex, OpenCode 6 6,129 tok
dadbodgeoff/drift Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across 793 Codex, OpenCode 1 30 tok
missuo/herdrm Native macOS console for herdr — all your coding agents and their live terminals, across d 792 Claude Code, Codex, OpenCode 2 1,663 tok
getumbrel/umbrel-apps apps.umbrel.com The official app repository of the Umbrel App Store. Submit apps and updates here. Learn h 791 Claude Code, Codex, OpenCode 5 104 tok
jbarbier/CLAUDE.md One CLAUDE.md to make your coding agent ship like a senior engineer. Drop-in for Claude Co 791 Claude Code, Codex, OpenCode 2 9,387 tok
mubaidr/vite-vue3-browser-extension-v3 Another vite powered web extension (chrome, firefox, etc.) starter template. 790 Codex, GitHub Copilot, OpenCode 2 1,343 tok
EC-CUBE/ec-cube ec-cube.net EC-CUBE is the most popular e-commerce solution in Japan 790 Claude Code, Codex, Gemini CLI, OpenCode 24 11,620 tok
temporal-community/temporal-ai-agent This demo shows a multi-turn conversation with an AI agent running inside a Temporal workf 790 Codex, OpenCode 1 1,790 tok
kitfunso/hippo-memory hippo-memory.com Stop re-teaching your agent. Make your agent's memory work like a brain. Hippo is long-ter 790 Claude Code, Codex, OpenCode 2 1,333 tok
urre/wordpress-nginx-docker-compose Run WordPress with nginx using Docker Compose. 789 Claude Code 1 1,313 tok
asmyshlyaev177/react-horizontal-scrolling-menu react-horizontal-scrolling-menu.dev Horizontal scrolling menu component for React with per-item visibility tracking. Supports 788 Codex, OpenCode 1 4,142 tok
controlplaneio-fluxcd/flux-operator fluxoperator.dev GitOps on Autopilot Mode 788 Codex, OpenCode 1 770 tok
alchaincyf/huasheng_editor editor.huasheng.ai Peanut WeChat Official Account formatter 788 Claude Code, Codex, Gemini CLI, OpenCode 3 13,992 tok
aeonfun/aeon aeon.fun The most autonomous AI agent framework: runs unattended on GitHub Actions, self-healing sk 788 Claude Code, Codex, OpenCode 3 8,476 tok
plasma-ai/fractal Hierarchical agent loops with recursive self-organization. 788 Claude Code, Codex, OpenCode 2 7,085 tok
product-on-purpose/pm-skills product-on-purpose.github.io 68 plug-and-play, best-practice product management skills for AI agents: 30 Triple Diamond 788 Claude Code, Codex, OpenCode 2 8,968 tok
zjp1997720/zhijian-skills Canonical source and governance toolkit for Zhijian AI public Agent Skills 787 Codex, OpenCode 1 328 tok
anthropics/code-migration-kit-with-claude-code Prompts, templates, and scripts for running large-scale language migrations with Claude Co 787 Claude Code 1 1,221 tok
LubomirGeorgiev/cloudflare-workers-nextjs-saas-template nextjs-saas-template.lubomirgeorgiev.com Cloudflare Workers/Next.js SaaS Template 786 Claude Code, Codex, OpenCode 2 3,567 tok
browser-use/browsercode The browser-native agent framework 786 Claude Code, Codex, OpenCode 12 2,711 tok
tiliondev/fortress fortress.tilion.com Stealth Chromium engine that stops scrapers and browser agents from getting blocked, with 786 Codex, OpenCode 1 15,535 tok
danielealbano/android-remote-control-mcp An MCP Server for Android running on the phone, optmized for token usage, supports also fi 785 Claude Code 3 9,581 tok
termio-sh/termio termio.sh A terminal-first agentic development environment for agentic coding. Build for CLI/TUI age 785 Claude Code, Codex, OpenCode 2 4,218 tok
coco-research/coco cocoresearch.org Coco Super Intelligence: agent skills, slash commands and subagents for Claude Code, Curso 785 Codex, OpenCode 1 659 tok
bhauman/clojure-mcp Clojure MCP 784 Claude Code, Codex, OpenCode 4 1,002 tok
yunus-0x/meridian 784 Claude Code 3 780 tok
aws/bedrock-agentcore-sdk-python Python SDK for transforming any AI agent into a production-ready application. Framework-ag 783 Codex, OpenCode 1 31 tok