How real projects configure their agents

32,116 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
Esonhugh/pydoll-cf-waf-bypasser-skills An antibot WAF bypasser based on the pydoll framework, good at Cloudflare. Skills for bypa 220 Claude Code 1
WomenDefiningAI/claudecode-writer A Claude Code workspace that transforms ideas into multi-format content: research → long-f 220 Claude Code 7 290 tok
spences10/svelte-claude-skills 220 Claude Code 9
fluxcd/agent-skills fluxcd.io Skills to transform AI Agents into GitOps Engineers 220 Claude Code, Codex, OpenCode 2 823 tok
svd-ai-lab/sim-cli Turn existing CAE files into structured text an agent can use — COMSOL, Abaqus, Fluent, HF 220 Claude Code 1 4,423 tok
RLabs-Inc/gemini-mcp MCP Server that enables Claude code to interact with Gemini 219 Claude Code 3 2,566 tok
Yanyutin753/LambChat lambchat.com LambChat — Enterprise Agent Infra for governed AI agents. Skills + MCP powered, Loop Agent 219 Claude Code, Codex, OpenCode 2 6,660 tok
danshapiro/kilroy 219 Claude Code, Codex, OpenCode 4 2,776 tok
vast-ai/vast-cli vast.ai Vast.ai python and cli api client 219 Claude Code 1 106 tok
theexperiencecompany/gaia-ui ui.heygaia.io Beautifully designed components for building AI Agents 🌎 219 Claude Code, Codex, OpenCode 3 2,960 tok
mubaidr/gem-team mubaidr.github.io Turn AI coding into an engineering process. 219 Claude Code, Codex, OpenCode 14 1,442 tok
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
microsoft/Dataverse-skills Microsoft Dataverse skills for AI coding agents. Wraps the Dataverse MCP server, Dataverse 219 Claude Code 1 2,869 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
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
FreePeak/LeanKG leankg.com LeanKG: Stop Burning Tokens. Start Coding Lean. 218 Claude Code, Codex, Gemini CLI, OpenCode 3 5,402 tok
jumpstarter-dev/jumpstarter jumpstarter.dev Hardware testing for the software world. Real or virtual, local or remote, human, automate 218 Claude Code 3 608 tok
weidu12123/Liyuan Liyuan — an AI role-playing application centered on an RP agent. 218 Claude Code, Codex, OpenCode 2 1,731 tok
bagidea/bagidea-office bagidea.github.io A living AI-agent office on your desktop wallpaper — Claude Code agents that walk, work, d 218 Claude Code 4
hiyeshu/trip-map-builder Travel itinerary planning skill: planning → Xiaohongshu research → interactive map generat 218 Claude Code 1 175 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
morloc-project/morloc A strongly-typed, polyglot compiler 217 Claude Code 1 731 tok
ItamarZand88/CLI-Anything-WEB itamarzand88.github.io Claude Code plugin that generates production-grade Python CLIs for any web app. 20 CLIs an 217 Claude Code 2 3,270 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
tigerless-labs/design-harness Feed your agent papers and half-formed ideas — it links them into a system design you can 217 Claude Code 1 2,278 tok
piotr-agier/google-drive-mcp npmjs.com A Model Context Protocol (MCP) server that provides secure integration with Google Drive, 217 Claude Code 1
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
GaaraZhu/gate A deterministic privacy boundary between your data and AI. 216 Claude Code 1 1,400 tok
Roasbeef/obsidian-claude-code A native Obsidian plugin that embeds Claude as an AI assistant directly within your vault. 216 Claude Code 1 2,508 tok
AppGram/agentnotch AgentNotch is a sleek macOS menu bar app that lives in your Mac's notch, providing real-ti 216 Claude Code 1 1,844 tok
mstan/psxrecomp discord.gg Sony PlayStation game static recompiler ecosystem · Part of the R.A.I.D. community 216 Claude Code 1 5,917 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
antonpk1/gibber-mcp youtube.com Tiny MCP server with cryptography tools, sufficient to establish end-to-end encryption bet 215 Claude Code 1 259 tok
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
franklee16/academic-research-skills Comprehensive collection of Claude Code skills for academic research in economics, finance 215 Claude Code 1 1,195 tok
heyhuynhgiabuu/openpi OpenPi is a desktop workbench for the Pi coding agent. 215 Claude Code, Codex, OpenCode 2 5,814 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
DandanLLab/legadoSkill 215 Claude Code, Codex, GitHub Copilot 3 795 tok
rllm-org/hive 215 Claude Code 1 226 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
harunkurtdev/ros2-claude-code-template 214 Claude Code 61