How real projects configure their agents

43,712 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 agents7,642Claude Code6,648Data and AI3,676Backend and APIs3,504Languages3,399Planning3,222Git and workflow3,208Code review2,742Testing2,379Memory and context2,369Writing and docs2,323DevOps and cloud2,311Research2,290Frontend2,261Security2,025Productivity1,719

All Claude Code31,996 Codex23,310 OpenCode22,256 GitHub Copilot3,557 Gemini CLI1,917 Cursor1,739 Windsurf141 Kiro81

Project Stars Configures Files Always loaded
summarybotng/summarybot-ng An agentically constructed replacement for my previously vibe-coded version 2 Claude Code 12 2,802 tok
jdegoes/clank.sh An AI-native shell targeting wasm32-wasip2 and native Rust 2 Codex, OpenCode 1 1,156 tok
GuilhemBusset/agentic-or-workshop Agentic OR workshop materials and exercises 2 Claude Code, Codex, OpenCode 4 715 tok
ShinyaYoshida-biomet/Re-prod AI native R language IDE with enhanced reproducibility of analysis. 2 Codex, OpenCode 1 434 tok
yxhpy/openuser An intelligent digital human system supporting voice cloning, facial animation, and video 2 Claude Code 7 2,127 tok
Agentiqa/agentiqa-plugin AI-powered testing for web and mobile apps — Claude Code plugin 2 Codex, OpenCode 1 49 tok
jayanth-mkv/open-agent-search jayanth-mkv.github.io A complete REST API server using the DDGS library for metasearch functionality. 2 GitHub Copilot 1 298 tok
santif/openspec-go Spec-driven development (SDD) for AI Agents. 2 Claude Code 5 1,691 tok
mistwire/RPG-AI-tutor 2 Claude Code 8 3,683 tok
mrtnzagustin/omniads OmniAds is an AI-powered advertising agent that centralizes campaign management across Tik 2 Claude Code 5 2,153 tok
chojema/aimemory-agent 2 Claude Code, Codex, Gemini CLI, OpenCode 3 1,495 tok
Nxtsoft/CGraph Turn code bases into a knowledge graphs for persistent memory 2 Claude Code 23 2,397 tok
0GiS0/ADO_CodingAgent youtu.be Flujo en Azure Pipelines 🚀 que integra GitHub Copilot CLI 🤖 para generar código automáti 2 Claude Code, GitHub Copilot 6 1,586 tok
agentuity/agent-prd 2 Claude Code 1 831 tok
fern-api/fern-marketing-site-template 2 Claude Code, Codex, OpenCode 8 1,269 tok
jameslbarnes/router-daybook Daybook — a small desktop app that reflects on your Claude Code/Codex sessions and posts a 2 Codex, OpenCode 1 2,410 tok
1clawAI/scaffold-agent Interactive CLI to scaffold monorepo projects for onchain AI agents 2 Claude Code, Codex, OpenCode 2 2,428 tok
singlarity-seekers/singlarity AI singlarity 2 Claude Code 1 3,796 tok
sso-ss/resume-writer An AI agent that creates one-page Product Designer resumes in `.docx` format. It interview 2 Claude Code 3
xsovad06/sova Autonomous AI-assisted development: takes GitHub Issues, develops via TDD, self-reviews, c 2 Claude Code, Codex, OpenCode 46 5,434 tok
Myra-Agents/Myra-Agents myra-agents.github.io Myra Agents application - Let your computer do the work for you. 2 Claude Code, Codex, OpenCode 2 3,290 tok
gastownhall/tmux-adapter 2 Claude Code 3 1,922 tok
tagoro9/dotfiles My dotfiles. 2 Claude Code, Codex, OpenCode 2 835 tok
TechTideOhio/swarm-357 swarm357.techtideai.io 357 Claude agent roles across 6 business layers. Portable Memvid memory, enforced cost cap 2 Claude Code 1 2,582 tok
jarmak-personal/hvir An agentic interface for those who want to be in the loop. 2 Claude Code, Codex, OpenCode 10 1,681 tok
Jfhelin/hack Resources for hack 2 Claude Code, Codex 4
xrf9268-hue/aiops-platform 2 Claude Code, Codex, OpenCode 6 8,832 tok
brightbear2026/research-agent Evidence-driven deep research agent for Claude Code and Codex/ChatGPT Work, with schema v2 2 Claude Code 2 2,646 tok
dvcrn/tripit-js CLI and library for TripIt 2 Claude Code, Codex, OpenCode 2 938 tok
FlashPitch/Atelier-ecosystem-starter Le starter Claude Code gratuit : CLAUDE.md pret a remplir, memoire, recette-prompt, plugin 2 Claude Code 1 441 tok
revaya-ai/revaya-aios-workspace-template A structured AI Operating System workspace template for Claude Code. 9-component AIOS arch 2 Claude Code 1 2,720 tok
jursber/VibeCodingLight AI coding status light system — maps Claude Code / Codex status to a physical traffic ligh 2 Claude Code 5 328 tok
eugeniawang/claude-architect-exam-prep Community-created, first-principles prep course for the Claude Certified Architect – Found 2 Claude Code 46 3,324 tok
Agent-Clubhouse/Clubhouse-Workshop Plugin development for Agent Clubhouse 2 Claude Code 5
RublerubitZ/duing duings.com Daegu University - Integrated club management service [DUing] 2 Claude Code, Codex, OpenCode 6 2,320 tok
financial-reports/financial-reports-mcp-server financialreports.eu Official Model Context Protocol (MCP) server for the FinancialReports API. Provides LLM-na 2 Claude Code, Codex, OpenCode 2 1,887 tok
Must-be-Ash/x402-agent-npm 2 Claude Code 1 1,081 tok
The-Focus-AI/2025-11-20-ai-engineering-code-summit Notes, slides, and analysis from the AI Engineering Code Summit (November 20, 2025) 2 Claude Code 7
izep/ralph-gui 2 Claude Code, Codex 1
dallasgoldswain/claude-code-agents-manager A simple subagent manager to install agents I find in the web as well as my own. 2 Claude Code, Codex, GitHub Copilot, OpenCode 10 8,224 tok
observability-ui/harness 2 Codex, OpenCode 1 375 tok
currenthandle/ms365-mcp Lightweight Microsoft 365 MCP server — Teams, Outlook, Calendar 2 Claude Code 1 2,392 tok
aws-samples/sample-agentic-modernisation-integration-engine Autonomous AI agents that analyze, document, and modernize legacy codebases 2 Kiro 7 37,298 tok
Maskit-AI-Conductor/fugue Beyond Prototype — AI-powered PMO that reverse-engineers codebases into production specs a 2 Claude Code 1 156 tok
bailutingyu/OpenByline 2 Claude Code 30 2,376 tok
wild-mental/AI-multivender-harness-sample 2 Claude Code, Codex, Cursor, OpenCode 35 1,489 tok
Celexialex/agentic-fleet-hub bigbearengineering.com Self-hosted orchestration layer for autonomous AI agent teams. Shared memory, heartbeat sc 2 Claude Code, Codex, Gemini CLI, OpenCode 3 1,414 tok
Jfhelin/BuildAppWorkshop A workshop for sellers to experience building an app lo-code or no-code with GitHub Copilo 2 Claude Code, Codex 3
wenext-limited/playbook-cocos Cocos Creator 2D Game Development Playbook 2 Claude Code, Codex, GitHub Copilot, OpenCode 26 8,764 tok
dasom222g/chutzrit-ai-office Huts릿 24-hour unmanned office with Codex 2 Claude Code, Codex, OpenCode 4 9,338 tok