How real projects configure their agents

22,053 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
lhl/agentic-memory 219 Claude Code, Codex, OpenCode 2 1,251 tok
aethersdr/AetherSDR aethersdr.com Native amateur-radio workstation for FlexRadio (FLEX-6000/8000/Aurora) — Linux, macOS, Win 219 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 18,883 tok
agenticmail/agenticmail npmjs.com Email, SMS & phone-call infrastructure for AI agents — send and receive real email and tex 219 Claude Code, Codex, OpenCode 2 10,970 tok
machina-sports/sports-skills sports-skills.sh Open-source agent skills for live sports data and prediction markets. Football, F1, Kalshi 219 Claude Code, Codex, OpenCode 2 555 tok
eddmpython/dartlab eddmpython.github.io Korean DART + SEC EDGAR filings as structured Python data for company analysis 219 Claude Code, Codex, OpenCode 2 1,299 tok
EvoMap/awesome-agent-evolution A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self- 219 Codex, OpenCode 1 407 tok
bschoepke/ableton-live-mcp General-purpose MCP bridge for Ableton Live 219 Claude Code, Codex, OpenCode 2 12,262 tok
luohy15/y-agent yovy.app A deceptively simple agent app 219 Claude Code, Codex, OpenCode 2 9,256 tok
cshaxu/nxvm An integral x86 PC emulator with built-in debugger 218 Codex, OpenCode 1 272 tok
FreePeak/LeanKG leankg.com LeanKG: Stop Burning Tokens. Start Coding Lean. 218 Claude Code, Codex, Gemini CLI, OpenCode 3 5,402 tok
aivrar/portable-hermes-agent Hermes Agent made portable desktop for Windows — 100 tools, GUI, local models via LM Studi 218 Codex, OpenCode 1 23,135 tok
weidu12123/Liyuan Liyuan — an AI role-playing application centered on an RP agent. 218 Claude Code, Codex, OpenCode 2 1,731 tok
fitchmultz/pi-agent-browser-native pi extension that exposes agent-browser as a native tool for browser automation 218 Codex, OpenCode 1 16,767 tok
danjdewhurst/story-skills Agent Skills for end-to-end story writing in markdown, packaged as Codex and Claude Code p 218 Claude Code, Codex, OpenCode 2 1,111 tok
Comfy-Org/comfy-mcp Local MCP server for ComfyUI — run your local ComfyUI from AI agents 218 Claude Code, Codex, OpenCode 2 3,920 tok
naorpeled/aitutor naorpeled.github.io vimtutor like guide for AI 217 Claude Code, Codex, OpenCode 2 1,658 tok
Christian-Katzmann/app-it A Claude Code + Codex skill that turns a local project into a macOS Dock-launchable app — 217 Claude Code, Codex, OpenCode 1 1,158 tok
EryouHao/zano zano.fehey.com A collaborative workspace where humans and AI agents work together in shared channels 217 Codex, OpenCode 1 797 tok
internet-development/nextjs-css-agent-components wireframes.internet.dev [2024] How we roll websites the fast way. 217 Codex, OpenCode 1 5,616 tok
secondsky/claude-skills Production-ready skills for Claude Code CLI - Cloudflare, React, Tailwind v4, and AI integ 217 Claude Code, Codex, OpenCode 2 8,028 tok
jfarcand/mirroir-mcp mirroir.dev MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. S 217 Claude Code, Codex, OpenCode 3 8,303 tok
Evol-ai/SkillCompass Evaluate agent skill quality. Find the weakest link. Fix it. Prove it worked. 216 Codex, OpenCode 1 328 tok
Alignbase/sunpeak sunpeak.ai Server-agnostic MCP testing framework and full-stack MCP App framework for ChatGPT Apps, C 216 Codex, OpenCode 1 8,763 tok
monotykamary/pi-fabric npmjs.com A programmable tool and agent runtime for Pi 216 Codex, OpenCode 1 394 tok
mihneaptu/opencode-fusion mihneaptu.github.io Main agent plans and reviews; cheaper sidekick edits. Devin Fusion pattern for OpenCode 216 Claude Code, OpenCode 3
cashubtc/cashu.me cashu.me Cashu wallet PWA 215 Claude Code, Codex, OpenCode 2 1,613 tok
dotnet/maui-labs dot.net Experimental and pre-release tools for .NET MAUI 215 Claude Code, Codex, GitHub Copilot, OpenCode 13 20,970 tok
heyhuynhgiabuu/openpi OpenPi is a desktop workbench for the Pi coding agent. 215 Claude Code, Codex, OpenCode 2 5,814 tok
Fokkyp/claude-skills A self-built Claude Skills repository for product managers. All Skills have been tested in 215 Codex, OpenCode 1 476 tok
yashdev9274/supercli supercodeai.tech The open source harness agent 215 Codex, OpenCode 1 1,750 tok
antopolskiy/kanban-md File-based kanban board for autonomous agentic loop. CLI and TUI for multi-agent workflows 215 Claude Code, Codex, Gemini CLI, OpenCode 5 3,427 tok
Hmbown/aleph aleph-web.pages.dev Skill + MCP server to turn your agent into an RLM. Load context, iterate with search/code/ 214 Claude Code, Codex, OpenCode 2 1,623 tok
TentacleOpera/switchboard Switchboard plugin for VS Code, enables subscription-based AI agent teams 214 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 10,991 tok
team-telnyx/ai Official one-stop shop for AI Agents and developers building with Telnyx. 214 Claude Code, Codex, Cursor, OpenCode 2 2,810 tok
openyida/openyida demo.aliwork.com Your own personal YiDA AI assistant! 214 Claude Code, Codex, OpenCode 8 6,663 tok
hueyexe/opencode-ensemble Agent teams for OpenCode. Run multiple agents in parallel with messaging, shared tasks, an 214 Codex, OpenCode 1 4,577 tok
mduongvandinh/llm-wiki Hệ thống knowledge base cá nhân hoàn toàn tự động, vận hành bởi LLM. Dựa trên pattern LLM 213 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 6,513 tok
samosa-ai-com/Chanakya-Local-Friend Chanakya is an advanced, open-source, and self-hostable voice assistant designed for priva 213 Codex, OpenCode 1 960 tok
DeckardGer/tanstack-agent-skills TanStack Agent Skills: Best practices for TanStack Query, Router, and Start for AI coding 213 Claude Code, Codex, OpenCode 2 1,286 tok
NVIDIA/nvcf docs.nvidia.com Platform for deploying and routing GPU-accelerated inference, streaming, and batch workloa 213 Claude Code, Codex, OpenCode 2 5,375 tok
dilolabs/nosia hub.docker.com Self-hosted AI RAG + MCP Platform 212 Claude Code, Codex, OpenCode 25 7,549 tok
MrNine-666/claude-code-quickstart 212 Codex, OpenCode 1 251 tok
inference-gateway/inference-gateway docs.inference-gateway.com An open-source, cloud-native, high-performance gateway unifying multiple LLM providers, fr 212 Claude Code, Codex, OpenCode 5 1,114 tok
yogthos/chiasmus Chiasmus is an MCP server that gives language models access to formal verification 212 Codex, OpenCode 1 6,132 tok
ethanhq/cc-fleet 🚢 Run Claude Code's ⚙️ Dynamic Workflows, 👥 Agent Teams & ⚡ Subagents on any third-party 212 Claude Code, Codex, OpenCode 2 3,029 tok
LerianStudio/ring lerian.studio 89 skills and 38 specialized agents that enforce proven engineering practices for AI-assis 212 Claude Code, Codex, OpenCode 2 1,707 tok
typewriter03/Desko Make use of your old phone || Your own Desk Buddy 212 Codex, OpenCode 1 348 tok
scarletkc/agents Shared standards and reusable skills for Claude Code, Codex CLI, and other AI coding agent 212 Claude Code, Codex, OpenCode 2 708 tok
gotgenes/pi-packages Monorepo for @gotgenes pi packages 212 Claude Code, Codex, OpenCode 17 13,423 tok
nexxeln/opencode-config my opencode config 211 Codex, OpenCode 1 691 tok