How real projects configure their agents

1,769 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
Gingg7260/affiliate-skills Automate affiliate marketing with 45 AI skills for research, content, pages, tracking, and 5 Claude Code, Cursor 2 1,599 tok
sandraschi/ai-games-collection Web-based games collection with 100+ games and AI opponents 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 2,134 tok
shahzebqazi/mhn-ai-agent-memory shahzebqazi.github.io AI agent memory using Modern Hopfield Networks — no LLM calls, no database, one matrix mul 5 Cursor 1 —
ApexIQ/skillsmith pypi.org One command to make any repo agent-ready. Scaffolds .agent/ workspace, platform instructio 5 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,432 tok
sandraschi/ai-producer-hub MCP server integrating AI-powered music generation with professional production tools 5 Codex, Cursor, OpenCode 2 392 tok
Kerim-Sabic/elite-engineer The operating system for AI-assisted software engineering in TypeScript, React & Next.js. 5 Cursor 1 2,899 tok
mbanderas/maestro marklaursen.com Achieve Frontier AI performance in your CLI — fuse the local model CLIs you already run. F 5 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 5 5,441 tok
4ug-aug/colony getcolony.app Self-hosted agent native Slack / Teams / Linear substitute. Built to enhance how i work:) 5 Codex, Cursor, OpenCode 2 827 tok
dburkart/vibix Can we autonomously vibe code a kernel? Let's find out! 5 Claude Code, Codex, Cursor, OpenCode 10 327 tok
flespi-software/skills flespi.com AI agent skills for the flespi IoT and telematics cloud platform. Provides comprehensive r 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 604 tok
enuno/tailscale-acl Tailscale ACL managed by AI coding agents and automated GitOps workflows. 5 Claude Code, Codex, Cursor, OpenCode 3 2,948 tok
nogu66/open-computer-use 5 Claude Code, Cursor 1 —
feral-file/ff-cli A command-line tool for building and validating DP-1 playlists from NFT data 5 Claude Code, Codex, Cursor, OpenCode 2 1,659 tok
sbauza/openstack-agentic-workflows Agentic workflows for OpenStack 5 Claude Code, Codex, Cursor, OpenCode 8 3,770 tok
hirokidaichi/noti Notion CLI 5 Claude Code, Cursor 3 808 tok
alexey1312/swift-index SwiftIndex — Swift-native semantic code search 5 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 33 6,101 tok
terramate-io/terramate-docs terramate.io Documentation for Terramate CLI and Terramate Cloud 5 Claude Code, Codex, Cursor 3 —
Emily2040/parallel-codegen-orchestrator 5 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 163 tok
TashanGKD/Tashan-TopicLab world.tashan.chat Multi-expert roundtable discussion powered by Resonnet. 5 Claude Code, Codex, Cursor, OpenCode 7 340 tok
reskywtf/cursor-karpathy-guidelines Cursor Agent skill based on Andrej Karpathy's LLM coding guidelines. Helps AI agents avoid 5 Cursor 1 —
JAICHANGPARK/workshop-harness jaichangpark.github.io AI agent harness, 15 specialized skills, Google Colab & Open Codelabs integrations, presen 5 Claude Code, Codex, Cursor, OpenCode, Windsurf 4 7,568 tok
Seeed-Solution/csg-design-system seeed-solution.github.io The design system for all CSG products. 5 Codex, Cursor, OpenCode 2 2,684 tok
heiko-braun/draft heiko-braun.github.io A lightweight framework for spec-driven development with Claude Code and other AI coding a 5 Claude Code, Cursor 8 —
centrifuge/api-v3 Ponder based indexing logic 5 Claude Code, Codex, Cursor, OpenCode 2 4,663 tok
acn-ericlaw/agent-memory acn-ericlaw.github.io A lightweight, vendor-neutral AI memory tool for human–AI collaboration that turns a clear 5 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 642 tok
adiasg/guitar-tabs Make tab sheets for any song 5 Claude Code, Codex, Cursor, OpenCode 2 465 tok
ineersa/re-search 5 Claude Code, Codex, Cursor, OpenCode 9 1,155 tok
easypizi/doucopy Agent to agent connector 5 Cursor 7 —
huangpufan/hpf_Linux_Config 5 Claude Code, Codex, Cursor, OpenCode 3 1,136 tok
smmariquit/tools phtools.me Tools for Filipinos 5 Claude Code, Codex, Cursor, OpenCode 5 2,696 tok
yodakeisuke/mcp-desicive 5 Claude Code, Codex, Cursor, OpenCode 4 1,759 tok
cristianpalacios-habi/appscript-prometeo Configuración de ambiente para tener un control de código sobre appscript de google 5 Claude Code, Cursor 13 3,434 tok
jketreno/clare CLARE — AI-Assisted Development Framework 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 28 6,473 tok
jonafrank/cursor-multi-model-config 5 Claude Code, Cursor 8 —
Zenobia0000/cursor-agentic-coding-template 5 Claude Code, Cursor 17 954 tok
whatsforlunch99/openFund-AI 5 Claude Code, Cursor 29 —
crypticsaiyan/githubwrapped github-wrapped-unique123.southeastasia.azurecontainer.io GitHub Wrapped: pulls your public GitHub activity, distills it into standout stats and ach 5 Claude Code, Codex, Cursor, OpenCode 6 4,788 tok
nechmads/expo52_starter_project 5 Cursor 1 1,062 tok
takuya0206/bigquery-mcp-server 5 Claude Code, Cursor 2 555 tok
maccman/growth-agents 5 Claude Code, Cursor 7 —
LilMGenius/AFK Eyes & Hands for AI Agents. 👀🦾 You go AFK. AI opens its eyes, grabs your mouse. 5 Claude Code, Codex, Cursor, OpenCode 7 2,819 tok
felixzhu97/explore-chat whatschat-web.vercel.app A social messaging app for posts, feed, chat, and calls. It is written in Java with Spring 5 Claude Code, Cursor 6 —
zpeakj/vibe-trace Help you manage your vibe coding project, enabling you to track and trace the entire proce 5 Cursor 1 1,197 tok
mengqc1995/vue-frontend-agent Vue-standard skills 5 Cursor 7 —
btn0s/granola-mcp 5 Claude Code, Cursor 1 —
gobing-ai/superskill A manager for multi-agent skill, slash command, subagent, hook, MCP and etc. 5 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 5 2,789 tok
eamonboyle/mssql-mcp npmjs.com MCP tool to connect your IDE / Agents to MSSQL 5 Claude Code, Codex, Cursor, OpenCode 3 1,394 tok
bcharleson/heyreach-mcp 5 Claude Code, Cursor 2 2,994 tok
planetscale/mcp-server planetscale.com PlanetScale mcp-server tools 5 Claude Code, Codex, Cursor, OpenCode 3 10 tok
sandraschi/jellyfin-mcp Jellyfin library automation via FastMCP — self-hosted media agent bridge. For Cursor / Cla 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 737 tok