How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
audrey-560/bookkeeper-starter AI-operated, human-approved bookkeeping for Claude Code — multi-client Google Sheets ledge 13 Claude Code 6 1,067 tok
dominion525/jetdb A pure Rust library for reading Microsoft Access databases (.mdb/.accdb) 13 Claude Code, Codex, OpenCode 2 772 tok
mrhinkle/VibeCoding-a-Website VibeCoding a Website — Build professional websites with AI (Claude Code + Manus). 11 skill 13 Claude Code 21
devstefancho/skills claude-plugins.stefancho.dev 13 Claude Code, Codex, OpenCode 2 1,369 tok
agentic-development/adev-plugin Agentic Development Framework plugin for Claude Code — full lifecycle methodology for AI-a 13 Claude Code 2 3,264 tok
NYBaywatch/AgrusScanner 13 Claude Code 1
syv-ai/agentic-coding-playbook Syv.ai's agentic coding playbook 13 Claude Code, Codex, OpenCode 4 778 tok
tunglt1810/figma-mcp-go Local Figma MCP integration 13 Claude Code 2 115 tok
faborsky/sklik-ppc-app 13 Claude Code 1 3,185 tok
tarekmo0/HunterStick A persistent context and fieldcraft system for AI-assisted bug bounty hunting. 13 Claude Code, Codex, OpenCode 37 7,495 tok
sergiocarracedo/skill-organizer skill-organizer.sergiocarracedo.es CLI tool to organize your skills in folders 13 Claude Code, Codex, OpenCode 10 1,371 tok
DoRmAmMu1997/My-Algo-Trading-Code Python algorithmic trading suite: signal generators, backtests, and a multithreaded paper- 13 Claude Code, Codex, OpenCode 2 11,146 tok
crashchen/cc-gifs 13 Claude Code, Codex, OpenCode 2 1,651 tok
wyattjoh/herdr-plugin-renamer Renames an auto-generated herdr worktree branch and workspace from the agent's first promp 13 Claude Code, Codex, OpenCode 2 3,035 tok
maxkuminov/obsidian-mcp Self-hosted MCP server for Obsidian: semantic + full-text search, wikilink graph, note CRU 13 Claude Code 1 3,811 tok
teableio/agent-skills 13 Claude Code, Codex, OpenCode 2 2,029 tok
martinzokov/open-conclave AI agents conclave 13 Claude Code, Codex, OpenCode 5 584 tok
ateeducacion/moodle-playground ateeducacion.github.io Run Moodle in the browser via WebAssembly PHP 13 Claude Code, Codex, OpenCode 11 3,127 tok
webdriverio/desktop-mobile Integration services for cross-platform testing with WebdriverIO 13 Claude Code, Codex, OpenCode 3 2,544 tok
iashutoshtiwari/qwarp aur.archlinux.org An unofficial Linux GUI client for Cloudflare Warp 13 Claude Code, Codex, OpenCode 2 2,083 tok
sociotechnica-org/symphony-ts TypeScript implementation of the Symphony spec 13 Claude Code, Codex, OpenCode 4 2,583 tok
whynusn/typetype Chinese touch-typing tool supporting character-length and keystroke statistics on Linux Wa 13 Claude Code, Codex, OpenCode 2 15,839 tok
distsystem/codex-desktop-linux Codex Desktop for Linux — distsystem soft-fork (versioned-zip pinned, tracks ilysenko upst 13 Claude Code, Codex, OpenCode 2 2,260 tok
doug/jjj jjj.recursivewhy.com Jujutsu Juggler Distributed Project Management 13 Claude Code, Codex, OpenCode 2 2,794 tok
dginev/latexml-oxide dginev.github.io A Rust reimplementation of LaTeXML 13 Claude Code 9 5,369 tok
igor47/csheet csheet.net DnD digital character sheet 13 Claude Code 1 3,925 tok
TheTom/elm327_obd_for_mac I'm crazy and trying to make a ForScan OBD reader work on my mac. 13 Claude Code 1 4,418 tok
xh/hoist-core xh.io 🏗️☕ The XH Hoist toolkit for Grails 13 Claude Code, Codex, OpenCode 3 4,939 tok
Torchlite-bit/Aegis_Exchange Auction House Addon for the Aegis addon series 13 Claude Code 1 6,863 tok
YEYUbaka/doubanspider A Douban movie information crawler for scraping movie data in a specified city (Wuhan by d 13 Claude Code 1 1,609 tok
jameshenning/PlaudNotes Plaude Notes to Claude MCP 13 Claude Code 1 522 tok
ericluo04/claude-academic-workflow Academic research workflow for Claude Code: 20 skills covering causal inference (DiD, RDD, 13 Claude Code 1 3,573 tok
kanfu-panda/pdlc-skills kanfu-panda.github.io 38 slash commands that turn Claude Code into a real PDLC workflow — PRD → TDD → implement 13 Claude Code 1 4,062 tok
mthines/agent-skills A personal collection of skills for AI coding assistants — covering code review, DX/UX ana 13 Claude Code 1 34,517 tok
chefjefff/mckinsey-problem-solving The McKinsey 7-step problem solving framework (from Conn & McLean's Bulletproof Problem So 13 Claude Code 1 893 tok
anomaliaso/anomalia anomalia.so Your marketing department, automated. Open-source Grok Bot alternative specialized in mark 13 Claude Code, Codex, OpenCode 30 10,835 tok
chrisgliddon/bevy-skills Unofficial open source AI skills for Bevy, inspired by PixiJS Skills. These skills teach A 13 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,849 tok
multiplex-term/Multiplex multiplexterm.dev An SSH / tmux / herdr terminal for Vision Pro, iPad and iPhone 13 Claude Code, Codex, OpenCode 8 1,600 tok
CulaccinoGray/douyin-product-visual-skill A Codex Skill for generating Douyin e-commerce product main images, detail pages, AI image 13 Claude Code, Codex, OpenCode 2 1,396 tok
kitokoh/leopardo-hr gestionemployer-backend.vercel.app Open-source, AI-native HR & payroll OS for growing field-based companies. Multi-tenant, mo 13 Claude Code, Codex, OpenCode 11 11,428 tok
ChilliCream/agent-skills 13 Claude Code, Codex, OpenCode 2 713 tok
sourcenetwork/defradb.rs A full implementation of DefraDB in Rust 13 Claude Code 1 3,611 tok
bmarshall511/forexflow bmarshall511.github.io Self-hosted forex trading platform with real-time OANDA integration, TradingView alert aut 13 Claude Code 15
LuisFelipeMoro/Harness-devkit Harness Devkit for agentic development 13 Claude Code, Codex, OpenCode 2 786 tok
Pyrhame/SkyrimCK-MCP MCP server that lets Claude Code read/write Skyrim SE ESP files without opening Creation K 13 Claude Code 1 1,871 tok
shippy/personal-intelligence-kit A read-only AI system that watches your digital exhaust and tells you what the engine is a 13 Claude Code 1 328 tok
delta-exchange/delta-exchange-mcp mcp.delta.exchange Official Delta Exchange MCP 13 Claude Code 1 6,309 tok
dPeluChe/trs usetrs.dev Token-Reducing Shell — terminal output compression for AI coding agents 13 Claude Code, Codex, OpenCode 2 2,102 tok
klarlabs-studio/scout klarlabs-studio.github.io Browser automation, one binary. The simpler alternative to Playwright — no Node, no Python 13 Claude Code 5 2,502 tok
IvanMurzak/GameDev-MCP-Server ai-game.dev Engine-agnostic MCP server shared by Unity-MCP, Godot-MCP and Unreal-MCP 13 Claude Code 1 792 tok