How real projects configure their agents

1,728 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 agents7,410Claude Code6,578Data and AI3,695Backend and APIs3,487Languages3,404Planning3,188Git and workflow3,106Code review2,712Memory and context2,351Testing2,325Research2,289DevOps and cloud2,283Writing and docs2,279Frontend2,245Security1,983Productivity1,702

All Claude Code32,024 Codex23,149 OpenCode21,923 GitHub Copilot3,513 Gemini CLI1,905 Cursor1,728 Windsurf83 Kiro58

Project Stars Configures Files Always loaded
Shreyas-prog108/shreyas-skills Personal engineering skill framework for agentic AI development(Inspired by Karpathy) — fo 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 282 tok
ArogyaReddy/https-github.com-JuliusBrussee-caveman 4 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,822 tok
rhaml-23/prompt AI Compliance Factory Foundation 4 Claude Code, Cursor 2 2,675 tok
AMDResearch/ai4science-studio How-to guides and AMD/ROCm optimization recipes for open AI-for-science models. 4 Claude Code, Cursor 33 1,388 tok
IFTDT/expo-updates-admin 4 Claude Code, Cursor 2
P451M/Arch4 Enriched C4 architecture maps for your repo. 4 Claude Code, Cursor 6
laaibaQasim/productivity-kit Tracks your AI workflows with voice notifications and session summaries, helping you impro 4 Claude Code, Cursor 11 917 tok
HarperFast/Cortex Open-source AI memory system powered by Harper Fabric. Clone, configure, deploy. 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 5,244 tok
pallerana/agentic-loop-engineering-kit 4 Claude Code, Cursor 9
YoRHa1998/ai-productivity-tracker An independent, self-contained AI coding session productivity tracking tool distributable 4 Claude Code, Codex, Cursor, OpenCode 16 6,127 tok
horang33/cursor_call-expert-system-from-lenny-s-podcast-script 4 Claude Code, Cursor 2 2,929 tok
withkynam/riper-5-spec-driven-development 4 Claude Code, Cursor 4
inventwo/ioBroker.autodarts Connects the ioBroker to the local Autodarts Board Manager. Provides states and events for 4 Cursor 1 511 tok
florian101010/awesome-agentic-AI-coding-template Stop re-explaining your project to every AI agent. Pre-wired for Claude Code, Copilot, Cur 4 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 26 3,985 tok
mr-light-show/remote-pianobar 6xq.net Console-based pandora.com player 4 Codex, Cursor, OpenCode 3 2,632 tok
Chinakeyboardman/doubao-android-spider Records and solidifies web crawlers using a UI automation framework to fully simulate huma 4 Cursor 1
jepegit/issue-flow Agents should behave. Let them follow the issue flow. 4 Claude Code, Codex, Cursor, OpenCode 30 7,214 tok
drumnation/ts-import-move Use ts-import-move when moving or renaming TypeScript files or directories to ensure all r 4 Claude Code, Cursor 2 6,119 tok
Parth308/auditx auditx-cli.vercel.app 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 415 tok
okareo-ai/compliance-owasp Compliance project with a focus on OWASP controls. 4 Claude Code, Cursor 9
LuminaryWorks/LuminaryWorks LuminaryWorks AI ecosystem — narrative, standards, and shared services for five independen 4 Cursor 1
Mazalucas/El-DT-Lightweight-Army El DT is the framework that turns your AI into a Technical Director: it structures the con 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 1,144 tok
otus-io/retentio-frontend 4 Cursor 1
Genocs/genocs-library genocs.com Enterprise library to build .NET microservice solution 4 Claude Code, Codex, GitHub Copilot, Cursor 12 172 tok
kyler-ross/metis 4 Claude Code, Cursor 44 6 tok
grasshopco/god-mode An advanced Cursor IDE enhancement system that turns Cursor into an autonomous, infinite m 4 Cursor 1 8,253 tok
sandraschi/tailscale-mcp Operate your tailnet from AI tools using the Tailscale Admin API via FastMCP and webapp 4 Claude Code, Codex, Cursor, OpenCode 4 1,646 tok
bitbankinc/bitbank-lab-mcp Experimental MCP Server 4 Claude Code, Codex, Cursor, OpenCode 7 2,429 tok
sandraschi/dreame-mcp FastMCP 3.1 MCP server and webapp for the Dreame D20 Pro Plus robot vacuum. 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 759 tok
ohah/electron-mcp-server 4 Claude Code, Cursor 10 132 tok
jan3dev/agentic-aqua a1lab.com MCP server and CLI to manage assets in Bitcoin and Liquid 4 Codex, Cursor, OpenCode 2 3,286 tok
vcon-dev/vcon-mcp An MCP Server for vCons 4 Claude Code, Cursor 2 3,345 tok
jverre/chrome-mcp-server MCP server to interact with Chrome 4 Cursor 1 138 tok
vishnu2kmohan/mcp-server-langgraph mcp-server-langgraph.mintlify.app Agent Studio with Federated Single Sign-On and Fine-Grained Access Controls 4 Claude Code, GitHub Copilot, Cursor 48 4,381 tok
TristanLib/mcp_server_mysql_windows 4 Cursor 1 181 tok
nickytonline/pimp-my-ride-mcp An MCP server that allows you to configure a car 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 3,846 tok
maricoxu/remote-terminal-mcp 4 Cursor 1 1,306 tok
marcusquinn/quickfile-mcp MCP server for QuickFile UK accounting software - invoices, clients, purchases, banking, a 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 706 tok
takuya0206/slack_search_function_mcp 4 Claude Code, Cursor 2 555 tok
TMHSDigital/Unity-Developer-Tools tmhsdigital.github.io AI-powered development toolkit for Unity game development in Cursor IDE. 18 skills, 8 rule 4 Claude Code, Codex, Cursor, OpenCode 3 4,818 tok
MageGojo/conch R-Shell: a Rust command-line SSH workspace — saved connections, remote exec, interactive s 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,654 tok
ChinaCarlos/figma-agent-kit chinacarlos.github.io Open-source Figma plugin + MCP bridge for AI agents (Cursor, Claude Code, Codex). Local We 4 Cursor 1
PralhadYadawad/avvarre avvarre.com AI context that survives the chat window. Persistent repo memory, impact analysis, and ins 4 Claude Code, GitHub Copilot, Cursor 17 2,387 tok
CSOAI-ORG/iso-27001-ai-mcp MEOK AI Labs MCP Server 3 Cursor 1 89 tok
kensaurus/mushi-mushi kensaur.us 🦖Know why your AI-built app broke — plain-English diagnosis + ready fix, in your editor. 3 Codex, Cursor, OpenCode 6 12,588 tok
sandraschi/mixx-dj-mcp Mixxx DJ control via FastMCP — 40+ tools: decks, stems (Demucs), video decks, crates, OSC 3 Codex, Cursor, OpenCode, Windsurf 3 1,350 tok
ihabkhaled/AI-Psychiatry AI-Psychiatry is a Claude plugin that gives AI coding agents an executive-function layer t 3 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 390 tok
valeo-cash/x402-payments-skill sentinel.valeocash.com The most comprehensive x402 payments skill for AI coding agents. Build paid APIs on Base & 3 Cursor 1 1,665 tok
apervashov/typescript-learning-assistant apervashov.github.io Learn TypeScript with Handbook-aligned exercises, a local progress tracker, and AI mentor 3 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,660 tok
mvtandas/wordpress-claude-stack Drop-in AI coding setup for WordPress developers — CLAUDE.md + .cursorrules + Copilot inst 3 Claude Code, GitHub Copilot, Cursor 3 2,590 tok