How real projects configure their agents

3,542 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708

All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
KaranTankshali/site-seo-pipeline A pipeline to research and suggest seo improvements 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,731 tok
IvanTsxx/AI-Nextjs-Monorepo-Starter A modern, AI-first Next.js monorepo template equipped with PostgreSQL, Prisma, Better-Auth 4 Claude Code, GitHub Copilot, Gemini CLI 4 4,440 tok
rkttu/cadenza A custom MSBuild SDK family for writing console, worker, and web .NET apps as single .cs f 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,742 tok
Mehtrick/bjoern Behaviordriven Javabased Onehundret and ten percent Efficient Readable Notation 4 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,589 tok
HarperFast/Cortex Open-source AI memory system powered by Harper Fabric. Clone, configure, deploy. 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 5,244 tok
rmyndharis/aimhooman aimhooman teaches coding agents Git etiquette—keeping agent memory, internal instructions, 4 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 2,491 tok
brycegao/android-finance-spec AI coding skill for Android finance apps: BigDecimal precision, RTL/i18n, Kotlin style, an 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 392 tok
codegraph-ai/codegraph-rules-for-agents Pre-configured rule files for AI coding agents to use CodeGraph effectively. 4 Claude Code, Codex, GitHub Copilot 4 767 tok
florian101010/awesome-agentic-AI-coding-template Stop re-explaining your project to every AI agent. Pre-wired for Claude Code, Copilot, Cur 4 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 26 3,985 tok
fokkerone/superspecs 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 27 1,504 tok
agtm1199/uber-polya agtm1199.github.io A universal problem-solving skill for code agents (e.g. Claude, Codex), inspired by George 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,214 tok
kitproj/coding-context-cli kitproj.github.io Get the session context for a coding agent. 4 GitHub Copilot 1 1,237 tok
bullboy1/babycoding This protocol is like a shared "tool inventory" for the project. Before writing any code, 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 10,135 tok
Parth308/auditx auditx-cli.vercel.app 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 415 tok
mjabreel77/Kontinue 4 Claude Code, GitHub Copilot 3 7,933 tok
Mazalucas/El-DT-Lightweight-Army El DT is the framework that turns your AI into a Technical Director: it structures the con 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 1,144 tok
Genocs/genocs-library genocs.com Enterprise library to build .NET microservice solution 4 Claude Code, Codex, GitHub Copilot, Cursor 12 172 tok
afernandes/Omni.Blazor afernandes.github.io Blazor Components 4 Claude Code, Codex, GitHub Copilot, OpenCode 4 6,038 tok
ystreibel/logseq-wiki Skill-based framework for building and maintaining a Logseq knowledge base using AI coding 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 44 5,599 tok
DayronDLR/sap-enterprise-stack-plugin SAP Enterprise Agent Stack — Claude Code plugin (MIT) 4 GitHub Copilot 24 55,845 tok
ekroon/opencode-copilot-instructions OpenCode plugin that loads GitHub Copilot custom instruction files 4 Codex, GitHub Copilot, OpenCode 4 1,315 tok
PEZ/awesome-copilot-index pez.github.io Awesome Copilot Instructions Index 4 GitHub Copilot 1 2,119 tok
ntsd/dotfiles Cross-platform dotfiles: Make + Stow, Homebrew/asdf, Copilot instruction & chat mode manag 4 GitHub Copilot 4 1,192 tok
pplancq/copilot-instructions A comprehensive guide of best practices, coding rules, and workflow automation for AI-assi 4 Claude Code, Codex, GitHub Copilot 13 29,023 tok
ivegamsft/basecoat ivegamsft.github.io Enterprise shared library of GitHub Copilot customization assets — agents, skills, instruc 4 GitHub Copilot 1 990 tok
nishanil/copilot-guide A simple guide to every GitHub Copilot customization and agentic feature — instructions, a 4 GitHub Copilot 1 679 tok
CTOUT/vscode-copilot-sync PowerShell toolkit to sync, install, and manage GitHub Copilot agents, instructions, hooks 4 GitHub Copilot 1 1,008 tok
4d-depot/Copilot-Instructions-for-4D Copilot Instructions and Prompts for 4D language 4 GitHub Copilot 1 860 tok
ABilenduke/copilot-developer A curated list of developer friendly, production ready instructions, chatmodes, prompts an 4 Claude Code, GitHub Copilot 3 1,009 tok
madebywild/agent-rules wild.as Convert one set of agent rules into many providers' compliant versions 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,060 tok
ibrahimylcn/universal-rules 4 GitHub Copilot 1 2,696 tok
koldovsky/project-factory Self-improving, spec-driven multi-agent SDLC delivery framework — agent-agnostic plugin fo 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 795 tok
ArabAgentSkills/arab-payments-skill-atlas AI agent skill atlas for safer Arab/MENA payment and BNPL integrations. 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 803 tok
AlexanderWillner/things-mcp Model Context Protocol (MCP) for Cultured Code Things 4 GitHub Copilot 1 424 tok
Apofenic/mcp-prompt-router Local LLM prompt routing and context compression 4 GitHub Copilot 3 2,732 tok
TomBener/devonthink-mcp DEVONthink MCP Server 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 5,712 tok
SigmaHQ/sigma-mcp-server Sigma MCP server for providing tools like validation to LLMs. 4 GitHub Copilot 1 1,124 tok
sandraschi/dreame-mcp FastMCP 3.1 MCP server and webapp for the Dreame D20 Pro Plus robot vacuum. 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 759 tok
windoze95/servicewow-mcp ServiceNow MCP Server — per-user delegated access via OAuth 2.0 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,233 tok
dmgrok/mcp_mother_skills dmgrok.github.io A Model Context Protocol (MCP) server that dynamically provisions agent skills based on pr 4 Codex, GitHub Copilot 1 1,469 tok
emingenc/smart_glass_mcp smart glasses MCP that any AI can use smart glass which has MCP client 4 Claude Code, GitHub Copilot 2 244 tok
enjoyzl/mcp-server-confluence-ts 4 GitHub Copilot 1 46 tok
apajon/mempalace-mcp-bridge Plug-and-play MemPalace MCP bridge for VS Code Copilot Chat with persistent memory. 4 GitHub Copilot 2 1,282 tok
usercourses63/musicbrainz-mcp-server 🎵 A comprehensive Model Context Protocol (MCP) server for querying the MusicBrainz databa 4 Claude Code, GitHub Copilot 2 1,742 tok
abossard/ledfx-mcp Local MCP to manage a LedFX instance 4 Codex, GitHub Copilot, OpenCode 2 1,870 tok
MicroMichaelIE/mcp-copilotcli-history MCP server for searching GitHub Copilot conversation history 4 GitHub Copilot 2 531 tok
thitiph0n/calorie-tracker-mcp-server MCP server for tracking daily calorie intake. Built on Cloudflare Workers with D1 database 4 GitHub Copilot 1 321 tok
sondt2709/ssh-mcp-py pypi.org Model Context Protocol tool for Virtual Machine Management over SSH 4 GitHub Copilot 1 127 tok
gcorroto/memory-bank-mcp memory-bank-mcp 4 GitHub Copilot 1 3,232 tok
brianmoney/mcp-gdrive-cf 4 GitHub Copilot 2 5,322 tok