How real projects configure their agents

32,523 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
ptaczek/daw-mcp DAW MCP for prompting against Bitwig Studio and Ableton Live from Claude (and other AI age 24 Claude Code 1 3,688 tok
RufengLai/ansa-api-mcp MCP Server for searching ANSA Python API documentation 24 Claude Code 1 —
meltforce/FreeReps freereps.meltforce.org Self-hosted health data server with visualization dashboard and MCP interface 24 Claude Code 1 2,155 tok
scvcoder/korean-law-alio-mcp npmjs.com (Overview) An MCP for searching, comparing, and analyzing internal regulations of public i 24 Claude Code 1 3,809 tok
OpenAnalystInc/10x-Content-Expert 10x.in A comprehensive Claude Code skills plugin for AI-powered content creation. Creates emails, 24 Claude Code 2 3,212 tok
ipavelm/ultimate-product-discovery-skill docs.claude.com Ultimate Claude Skill for Product Discovery. 18 tasks across 6 blocks: Market Analysis, Cu 24 Claude Code 1 229 tok
mbeacom/adrkit adrkit.dev Machine-readable architecture decision records. Git-native decision memory and governance 24 Claude Code, Codex, GitHub Copilot, OpenCode 15 24,163 tok
autonomous-ai/autonomous-workshop Autonomous AI inventors that daydream, invent, and make new toys and games around the cloc 24 Claude Code, Codex, OpenCode 9 6,812 tok
PracticalSwan/agent-skills Skills I use for my Agents (Claude Code, Codex, Copilot) 24 Claude Code, Codex, OpenCode 2 12,308 tok
syv-ai/agentic-coding-playbook Syv.ai's agentic coding playbook 24 Claude Code, Codex, OpenCode 4 1,061 tok
zstvns/design-skills AI agent skills for the designer's craft — brand audit, strategy, creative direction, logo 24 Claude Code 1 1,081 tok
Johnserf-Seed/SportteryAPI China Sports Lottery Jingcai football odds API — a Cloudflare Worker REST API plus local M 24 Claude Code 1 —
Podiom/Podiom Local-first workspace for Claude Code and OpenAI Codex agents. Durable sessions, projects, 24 Claude Code, Codex, OpenCode 2 928 tok
FlorianBruniaux/google-search-console-mcp search-console.bruniaux.com 96 MCP tools for Google Search Console, Bing, GA4 and CrUX: SEO audits, traffic diagnostic 24 Claude Code, Codex 32 4,346 tok
btseee/clean-code-skills Clean Coding and Clean Archictecture skills for Agents 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 5,619 tok
oikon48/claudecode-book sbcr.jp Hands-on materials for the book “Claude Code Practical Guide [A Deep Dive into Generative 24 Claude Code 1 —
wheregmis/threadlane wheregmis.github.io Threadlane brings project workspaces, persistent conversation sessions, coding-agent execu 24 Claude Code, Codex, OpenCode 4 24,152 tok
cloveric/tarocub The local-first answer to Grok Bot, OpenAI dots and Meta Muse: always-on personal AI bots 24 Claude Code, Codex, OpenCode 3 2,137 tok
PramodDutta/botskills botskills.sh Paste-ready bot setups for Grok Bot and Rakazo. Every listing declares the one action it n 24 Claude Code 1 1,634 tok
statuser-cloud/mcp statuser.cloud Official Statuser MCP server 24 Claude Code 1 1,928 tok
leochiu-a/elden-ring-github chromewebstore.google.com An Elden Ring–inspired Chrome extension that makes your GitHub workflow legendary. 24 Claude Code, Codex, OpenCode 2 104 tok
teknokomo/universo-platformo-react Implementation of Universo Platformo / Universo MMOOMM / Universo Kiberplano built on Reac 24 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 91 21,168 tok
juanfran/tapiz Tapiz is a web-based collaborative board designed to assist teams with their online meetin 24 Claude Code, Codex, OpenCode 2 496 tok
bayesimpact/bayes-platform bayesimpact.org 24 Claude Code, Codex, OpenCode 14 2,571 tok
linview/agent-team-archetype An AI-native project archetype with agent team. 24 Claude Code, Codex, OpenCode 13 3,637 tok
ucb-bar/merlin MLIR-in as a compiler stack for ucb-bar 24 Claude Code 10 5,312 tok
kston83/react-ai-template AI-Ready React Template: A feature-based React architecture optimized for AI-assisted deve 23 Claude Code, Codex, GitHub Copilot, OpenCode 4 940 tok
nick-pape/grackle nick-pape.github.io Manage and orchestrate AI coding agents (Claude Code, Copilot, Goose, etc.) on remote mach 23 Claude Code, Codex, OpenCode 26 11,651 tok
basicmachines-co/basic-memory-skills Skills for AI memory management — reflection, defragmentation, and more 23 Claude Code, Codex, OpenCode 2 586 tok
eric8810/authy authy.scotares.com A CLI secrets store & dispatch tool built for AI agents. Authy stores encrypted secrets l 23 Claude Code, Codex, OpenCode 2 2,516 tok
TechNickAI/ai-coding-config Claude Code plugin marketplace with 18 commands, 24 agents, and 33 coding rules 23 Claude Code, Codex, OpenCode 1 895 tok
simonasrazm/simon-factory-lights-out SFLO — Simon Factory Lights Out: a gated pipeline protocol for building software with AI a 23 Claude Code 2 —
NguyenSiTrung/Conductor-Beads 23 Claude Code, Gemini CLI 65 2,199 tok
coderadius-ai/coderadius coderadius.ai Prevent cross-repo architectural breakage before merge. Architecture knowledge graph from 23 Claude Code, Codex, OpenCode 2 11,583 tok
vzeman/odoo-mcp-server MCP server to manage Odoo account with AI 23 Claude Code 1 661 tok
aictx/memory memory.aictx.dev 23 Claude Code, Codex, OpenCode 2 1,324 tok
ritheshh-cmyk/claudecode About Use claude code and codex for free in the terminal, VSCode extension, and discord li 23 Claude Code, Codex, OpenCode 2 3,583 tok
jantman/docker-zoneminder Modern, best-practices Debian-based Zoneminder container 23 Claude Code 1 2,544 tok
AbdelrahmanHafez/claude-code-plus Enhancements for Claude Code CLI: smart piped command auto-approval, shell config fix, and 23 Claude Code, Codex, OpenCode 2 19 tok
sivchari/claude-code.nvim A streamlined Neovim plugin for seamlessly using Claude Code with git worktree support. 23 Claude Code 1 16 tok
chocks/locode locodecli.com Local-first AI coding CLI. Routes simple tasks to a local LLM (Ollama), complex tasks to C 23 Claude Code, Codex, OpenCode 2 2,543 tok
lespaceman/athena-flow-cli An agentic workflow runtime 23 Claude Code, Codex 13 —
Galbaz1/video-research-mcp MCP tools and Claude Code workflows for video analysis, cited research, document extractio 23 Claude Code, Codex, OpenCode 2 6,328 tok
kangraemin/claude-status-bar Claude Code status line script 23 Claude Code 1 161 tok
rizumita/feed-curator Personalized RSS briefings for developers, powered by Claude Code. No API keys needed. 23 Claude Code 3 598 tok
vasiliyk/claude-queue Queue multiple Claude Code tasks with priorities and dependencies. Monitors Claude Plan li 23 Claude Code 1 981 tok
Moxibyte/MoxPP C++ Template Repository with Conan2 and Premake5 (Windows, Linux and MacOS) 23 Claude Code 1 4,029 tok
pouriamrt/claude-mesh Networked Claude-to-Claude messaging over HTTP + MCP channels — DM, broadcast, thread, and 23 Claude Code 1 1,774 tok
alibaba-flyai/cc-buddy Make every line of your cc building more fun and enlightening. 23 Claude Code 2 651 tok
kesslerio/vibe-check-mcp Stop AI coding disasters before they cost you weeks. Real-time anti-pattern detection for 23 Claude Code, Codex, Gemini CLI, OpenCode 3 2,605 tok