How real projects configure their agents

3,543 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
enuno/dokploy A collection of dokploy application templates designed to be integrated with Cloudflare se 2 Claude Code, Codex, GitHub Copilot, OpenCode 13 4,643 tok
fwornle/coding Coding Agent support tools, knowledge management, guardrails, constraints 2 Claude Code, GitHub Copilot 11 14,804 tok
Azure-Samples/PhotoAlbum A photo album application to manage your photos. 2 Claude Code, GitHub Copilot 2 829 tok
LucasMatuszewski/JSystems-SilkyCoders-1 2 Claude Code, Codex, GitHub Copilot, OpenCode 24 1,539 tok
z4ppy/playlab42 z4ppy.github.io Plateforme pédagogique complète pour la formation au développement assisté par IA : suppor 2 Claude Code, Codex, GitHub Copilot, OpenCode 8 3,591 tok
christaylorcodes/GitHub-Template Some generic templated information that should apply to most repositories. 2 Claude Code, Codex, GitHub Copilot, OpenCode 5 4,090 tok
Conviva/conviva-ios-appanalytics Conviva iOS App Analytics 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 8,377 tok
Conviva/conviva-android-appanalytics Conviva Android App Analytics 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,430 tok
eformat/data-agent-template 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,866 tok
djm204/frankenbeast Deterministic guardrails for AI agents; operational dashboards moved to Smart Swarm 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,483 tok
jsturtevant/local-code-interpreter-tool 2 Claude Code, GitHub Copilot 6 1,022 tok
sunnamed434/awesome-mcp-registry AI-curated, self-updating directory of MCP servers. Discovered from GitHub & the official 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,520 tok
ArdurAI/ardur ardurai.github.io Open-source runtime governance for AI agents — prove what your agents do, not just what th 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 6,379 tok
robertmeisner/mcp_sqlite_memory_bank a dynamic, agent- and LLM-friendly SQLite memory bank designed for Model Context Protocol 2 GitHub Copilot 4 12,017 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
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
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
wenext-limited/playbook-cocos Cocos Creator 2D Game Development Playbook 2 Claude Code, Codex, GitHub Copilot, OpenCode 26 8,764 tok
MSBart2/CopilotTraining repo for training labs/exercises/walk-throughs 2 Claude Code, Codex, GitHub Copilot, OpenCode 21 3,330 tok
haxudev/personal_kb Agent-first local file search knowledge base for Copilot CLI. Ingest files via markitdown, 2 Claude Code, GitHub Copilot 4 334 tok
Bruce1986/vibe-to-prod-lab Teaching materials for the afternoon session of the NTU course “From Vibe Coding to Produc 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,163 tok
pengbin2015/nus-iss-taskboard-day2 demo how to use afk agents 2 Claude Code, Codex, GitHub Copilot, OpenCode 24 764 tok
BetterDevClub/warsztat-copilot-06052026 BookSlot — .NET 10 VSA SaaS + 5-agent agentic workflow pipeline 2 Claude Code, Codex, GitHub Copilot 10 2,086 tok
jfilcik/CU-Tools Tools for working with Azure Content Understanding 2 Claude Code, Codex, GitHub Copilot 7 441 tok
markharrison/IAG-CustomAgent-Labs-OLD 2 GitHub Copilot 1 13,647 tok
tbshiki/260704kansaiwordpressmeetup 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,535 tok
NickPolyder/NP.CoPilot.Config My Global Copilot config 2 GitHub Copilot 1 938 tok
kubenoops/railctl A declarative CLI for Railway.app infrastructure management — kubectl-style workflows for 2 Claude Code, GitHub Copilot, Cursor, Windsurf 4 28 tok
sanchitnis/SrujanaBuddy 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 11 6,076 tok
vanessamarely/ai-playbook-reposito ai-playbook-reposito.vercel.app 2 Claude Code, Codex, GitHub Copilot, OpenCode 5 3,360 tok
N4M3Z/forge-obsidian Obsidian vault conventions for AI sessions. Forge Framework module. 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 5,017 tok
dp-lewis/licence-to-skill 2 Claude Code, GitHub Copilot 1 326 tok
davidlastrucci/trysil-ai-skills LLM skills for "Trysil - Delphi ORM": ORM, JSON and HTTP, for every major 2 GitHub Copilot 1 19,404 tok
bachkukkik/template-agentic-ready-repo 2 Claude Code, Codex, GitHub Copilot, OpenCode 5 7,279 tok
gstdcoin/A2A GSTD Agent-to-Agent protocol SDK (Python) -- register, poll tasks, earn GSTD. Fine-tuning 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,432 tok
D-s-Collar-project/ds_collar d-s-collar-project.github.io 2 Claude Code, GitHub Copilot 4 14,737 tok
robrita/Unified-Azure-Voice-Playground Easiest way to play around with all Azure voice AI offers 2 Codex, GitHub Copilot, OpenCode 9 6,272 tok
comses/citation citation.readthedocs.io Citation Management and Deduplication for Django 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 805 tok
ProgrammingSectionKFMC/SmartFoundation 2 Codex, GitHub Copilot, OpenCode 2 7,868 tok
EdouardCourty/symfony-docker A light Docker & Symfony starter template. 2 Codex, GitHub Copilot, OpenCode 2 3,353 tok
forbiddenlink/mythos mythos-web-seven.vercel.app Interactive storytelling platform exploring mythology and folklore with rich narrative exp 2 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,673 tok
CanarysPlayground/token-optimisation-workshop GitHub Copilot Token Optimisation Workshop — 10 hands-on exercises + Future You Simulator 2 GitHub Copilot 1 149 tok
amir0135/github-copilot-use-cases A categorised catalogue of GitHub Copilot patterns — from code explanation to MCP and cust 2 GitHub Copilot 4 3,899 tok
PyAutoLabs/PyAutoNerves Configuration parsing for the PyAuto* family 2 Claude Code, Codex, GitHub Copilot, OpenCode 6 1,944 tok
richardthe3rd/cambridge-beer-festival-app A Flutter app for browsing beers, ciders, meads, and more at the Cambridge Beer Festival 2 Claude Code, Codex, GitHub Copilot, OpenCode 27 10,167 tok
microsoft/TWL400-Using-AI-to-Secure-the-Modern-SOC 2 Codex, GitHub Copilot, OpenCode 2 4,174 tok
villelatypebot/zapcrm 2 Codex, GitHub Copilot, OpenCode 2 1,790 tok
edufeed-org/kanban-editor kanban.edufeed.org Nostr-basiertes KI-Kanban-Board für kollaborative Unterrichtsentwicklung 2 Codex, GitHub Copilot, OpenCode 2 35,663 tok
attaxr/attaxr-seo-pipeline AI-powered SEO content pipeline — keyword research, competitor scraping with Browser Use, 2 Codex, GitHub Copilot, OpenCode 2 2,402 tok
ntnhan94/ai-ready-project-template A standard project structure template with modular knowledge files designed to maximize AI 2 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,039 tok