How real projects configure their agents

43,608 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
scitex-ai/scitex-python scitex.ai Umbrella package for SciTeX — reproducible science from raw data to manuscript 85 Claude Code 1 601 tok
tekugo/zeichenwerk Go console user interface library based on tcell 85 Claude Code, Codex, OpenCode 4 7,156 tok
compozy/skeeper Version your spec artifacts — PRDs, tech specs, ADRs, AI plans — in a sidecar Git reposito 85 Claude Code, Codex, OpenCode 52 6,580 tok
pascalporedda/awesome-claude-code A first attempt of gathering awesome Claude Code hooks in one place, so we can all benefit 85 Claude Code 5 1,041 tok
sentioxyz/sentio-ai-kit A Claude Code plugin with skills for working with the Sentio platform — building blockchai 85 Claude Code 1 1,348 tok
autohandai/commander autohand.ai Commander, your AI coding commander centre for all you ai coding cli agents 85 Codex, OpenCode 1 2,227 tok
honeymux/honeymux hmx.dev All of your agents, shells, and TUIs in one durable terminal workspace 85 Claude Code, Codex, OpenCode 2 3,532 tok
avivsinai/agent-message-queue File-based message queue for local agent-to-agent communication (Maildir-style) 85 Claude Code, Codex, OpenCode 2 3,827 tok
barkain/claude-code-workflow-orchestration Claude Code plugin for multi-step workflow orchestration — automatic task decomposition, p 85 Claude Code 1 4,519 tok
hmldns/nautex nautex.ai MCP server for guiding Coding Agents via end-to-end requirements to implementation plan pi 85 Claude Code, Codex, OpenCode 2 691 tok
AIDotNet/MoYuCode 85 Claude Code, Codex, OpenCode 2 3,200 tok
mitkox/SkillOpt SkillOpt with local AI is a text-space optimizer that trains reusable natural-language ski 85 Codex, OpenCode 1 505 tok
Lambenthan/empiricalwiki AI knowledge base for empirical research in economics and management — a complete pipeline 85 Claude Code, Codex, OpenCode 31 4,874 tok
hike-lab/public-data-lens service.datahub.kr MCP-based discovery and judgment layer for Korea’s open data portal—helping AI agents find 85 Claude Code 1 1,694 tok
cesarandreslopez/sidekick-agent-hub cesarandreslopez.github.io See what your AI coding agent is doing. Multi-provider assistant & session monitor for VS 85 Claude Code, Codex, OpenCode 2 8,364 tok
melnikoff-oleg/social-media 85 Claude Code 6 1,196 tok
Dicklesworthstone/coding_agent_usage_tracker Single CLI to monitor LLM provider usage across Codex, Claude, Gemini, Cursor, and Copilot 85 Codex, OpenCode 1 9,384 tok
branchbox/branchbox branchbox.dev Parallel, isolated dev environments for humans and AI coding agents. Real containers. Real 85 Claude Code, Codex, OpenCode 3 7,967 tok
djayatillake/studybible-mcp Bible study MCP server with Greek/Hebrew lexicons and Fee & Stuart hermeneutics 85 Claude Code 2
zhaji2333/CkSKILLS An SRC vulnerability-hunting Agent skill system based on Claude Code / Codex — system-leve 85 Claude Code, Codex, OpenCode 22 6,861 tok
ArihantDeva/heimdall npmjs.com A lightweight CPU only memory approach with ranked retrieval. Simple, yet effective. 85 Codex, OpenCode 1 3,486 tok
keyline-icons/keyline-icons keylineicons.com Free MIT icons on one 24×24 grid, in stroke, duotone and fill. Built for shadcn/ui. 85 Codex, OpenCode 1 1,495 tok
Zfinix/aster withaster.dev An open-source agent harness for software work. 85 Codex, OpenCode 1 2,676 tok
quran/quran-mcp mcp.quran.ai 85 Claude Code, Codex, Gemini CLI, OpenCode 5 4,674 tok
mmacpherson/tenforty Python library to compute US federal taxes, and state taxes for some states. 85 Claude Code, Codex, OpenCode 5 2,688 tok
gemini-cli-extensions/sre SRE Extension to provide Site Reliability Engineering tools for CLI harness investigations 84 Gemini CLI 1 389 tok
XyzenSun/vibespace vibespace.xyzen.nyc.mn A visual wizard that lets you choose preconfigured Skills, MCP, and Agents based on your d 84 Claude Code 1 887 tok
petergpt/codex-pet-limit-rings Usage-limit rings for Codex pets. 84 Codex, OpenCode 1 313 tok
Stewie-pixel/claude-with-leetcode Daily Leetcode masterclass with Claude code DSA mentor 84 Claude Code 1 827 tok
paulrobello/par_cc_usage Claude Code usage monitor 84 Claude Code 1 714 tok
yxhpy/comfy-prompt-studio AI image-generation web application — Ollama/Gemini prompt enhancement + ComfyUI workflows 84 Claude Code, Codex, OpenCode 2 4,837 tok
cl-ai-project/cl-mcp 84 Claude Code, Codex, OpenCode 5 1,925 tok
Asklear/Klear-Team-Brain Turn your team's AI coding sessions, GitHub code, and docs into one shared, searchable mem 84 Codex, OpenCode 1 226 tok
PlagueHO/github-copilot-assets-library danielscottraynsford.com A list of GitHub Copilot assets, such as prompt files, chat modes, MCP servers and methods 84 GitHub Copilot 1 840 tok
jmrplens/TFG-TFM_EPS jmrp.io Plantilla LaTeX para la elaboración de TFG y TFM en la Escuela Politécnica Superior de la 84 Claude Code, Codex, GitHub Copilot, OpenCode 3 11,314 tok
CaptainCrouton89/mcp-boilerplate 84 Claude Code 1 636 tok
fitlab-ai/agent-infra Collaboration infrastructure for AI coding agents | Collaboration infrastructure for AI co 84 Claude Code, Codex, OpenCode 80 3,515 tok
lirantal/ls-mcp List MCP Server configurations in your system used by AI applications like Cursor, Claude 84 Codex, OpenCode 1 357 tok
bstaruk/starbase starbase.dev ⭐ A front-end starter kit and Claude Code boilerplate -- built on Vite 8, TypeScript 6, Ta 84 Claude Code 1 268 tok
br3ndonland/dotfiles Computer setup and settings. Apple Silicon ready. 84 Claude Code 1
nikhilvallishayee/universal-pattern-space patternspace.ai Pattern Space: Where Minds Dance Together 84 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,156 tok
vantage-sh/vantage-mcp-server vantage.sh MCP Server to fetch costs and usage data from your Vantage account. 84 Claude Code, Codex, OpenCode 3 1,411 tok
joelhooks/pi-tools 🔧 Power tools for pi — repo autopsy, tsgo LSP, codex background loops, session reader, an 84 Claude Code, Codex, OpenCode 2 388 tok
FlorianBruniaux/starmapper starmapper.bruniaux.com Paste a GitHub repo URL and see where your stargazers live on an interactive world map. Fr 84 Claude Code, Codex, OpenCode 54 5,023 tok
Dais-Project/Dais Your Desktop AI Staffs. 84 Codex, OpenCode 1 5,445 tok
shyftlabs/continuum docs.continuum.shyftlabs.io Continuum — the agent runtime by ShyftLabs. Build, orchestrate, ship. 84 Claude Code, Codex, OpenCode 13 6,521 tok
farol-team/gnap GNAP — Git-Native Agent Protocol. RFC Draft for git-based agent orchestration. Zero server 84 Claude Code 1 564 tok
hoangsonww/AI-Agents-Orchestrator hoangsonww.github.io 🪈 Intelligent orchestration system that coordinates multiple AI coding assistants (Claude 84 Claude Code, Codex, OpenCode 19 1,736 tok
andrewstellman/quality-playbook The Quality Playbook is an open-source skill that turns AI coding agents into rigorous qua 84 Codex, OpenCode 1 9,416 tok
Humblytics/humblytics-marketing-skills Hosted MCP server and 12 marketing skills for Claude and Codex. Give your agent live web a 84 Codex, OpenCode 1 973 tok