How real projects configure their agents

45,030 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
kelsocelso/cortex A cortex for your AI — memory, routing, and planning so it doesn't start every session fro 3 Claude Code 1 1,012 tok
ypolon7kiy/akashi VS Code Extension For LLMs related files. 3 Claude Code, Codex, OpenCode 7 1,034 tok
wingify/wingify-fme-mcp developers.vwo.com MCP Server for Feature Management & Experimentation 3 Codex, OpenCode 1 1,451 tok
wri/wri-design-systems wri.github.io WRI UI Library 3 Claude Code 3 —
Glavin001/vibe-land-old A lightweight 3D web-based multiplayer starter kit using Three.js, React, and SpacetimeDB. 3 Claude Code, Codex, OpenCode 2 1,756 tok
Ming-321/cursor-better-feedback 3 Codex, OpenCode 1 312 tok
WenBin6/thesis-md-word-workflow A standard SOP skill for quickly drafting papers with AI tools, which can be combined with 3 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,153 tok
TypeFox/Coding.Waterkant.2025 Project for Coding.Waterkant 2025 3 GitHub Copilot 1 1,514 tok
rileyhilliard/agentrc Write your agent rules once 3 Claude Code 1 —
XelaNull/Claude_Samantha Samantha oversight and system prompt 3 Claude Code, Codex, OpenCode 27 2,277 tok
RajanChavada/Rosetta CLI tool that scaffolds and syncs agentic AI rules/skills across distinct and fragmented I 3 Claude Code, GitHub Copilot, Cursor 3 1,849 tok
erionrb/agent-sdd-kit Spec-driven AI practice workspace: OpenSpec SDD workflow, mirrored Claude/Cursor skills, a 3 Claude Code, Cursor 13 691 tok
jamestorrevillas/dev-skills A modular AI skill library for software engineers. 37 SKILL.md files covering technical, s 3 GitHub Copilot 1 1,484 tok
matiaszaldarriaga/ai-workspace-framework-core Another attempt that lives inside projects 3 Claude Code, Cursor 29 183 tok
edenbuilds/arya-ai Indian-law plugin for advocates: Bombay High Court and Maharashtra tribunal drafting, NCLT 3 Claude Code, Codex, Gemini CLI, OpenCode 3 540 tok
percona/percona-messaging 3 Claude Code, Codex, OpenCode 2 143 tok
vguleaev/cursor-todo-prompt-kit Simple Cursor prompt library to manage agent memory TODO.md file 3 Claude Code, Cursor 4 —
punkadillo/figma-code-composer punkadillo.github.io A simple orchestration for developing figma design to frontend components 3 Claude Code, Codex, OpenCode 26 1,633 tok
kkanakas/AI-Prompts-for-Product-Management Prompt templates for Product Managers to use with AI 3 Claude Code 1 —
stefanrows/claude-code-plugins Claude Code plugin marketplace by Stefan Rows (skills, agents, commands, hooks) 3 Claude Code, Codex, OpenCode 2 313 tok
seeker71/Coherence-Network coherencycoin.com Open intelligence platform that traces every idea from inception to payout — with fair att 3 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 16 10,411 tok
SecondLifes/delphi-expert An opinionated ecosystem of rules, skills and steerings to elevate Delphi development to s 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 11,182 tok
OthmanAdi/chronos aware-bloom-szmt.here.now Time awareness for AI coding agents. Hook-backed ledger, 7 decision rules, 8 platforms. Fi 3 Codex, OpenCode 1 762 tok
humzakt/dev-starter-kit Production-ready starter repository with CI/CD workflows, issue templates, incident runboo 3 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,704 tok
WyvernCW/Monich 3 Claude Code, Codex, OpenCode 2 1,438 tok
december21deng/lark-claude-plugins 3 Claude Code 1 1,550 tok
sarkarsaurabh27/agent-loop-learning Reference library and skill toolkit for auditing, reviewing, and improving LLM-based agent 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,833 tok
scut-jol/pocket-agent A lightweight, highly flexible Agent framework. 3 Claude Code 1 470 tok
gleanwork/configure-mcp-server MCP server configurator CLI for Glean 3 Claude Code 1 1,956 tok
Kasava-AI/demokit DemoKit is an open-source SDK that lets SaaS companies create interactive product demos by 3 Claude Code 1 2,013 tok
ai-ledger/ai-ledger Git-native, append-only governance for AI-assisted software development. 3 Codex, OpenCode 1 402 tok
dryvist/claude-code-plugins My custom claude code (hopefully agentsmd soon) plugins for when I've scoured the interweb 3 Claude Code, Codex, OpenCode 2 1,574 tok
brunobrown/claude-flet-plugin A Claude Code plugin that provides expert knowledge for building Python apps and extension 3 Claude Code, Codex, OpenCode 7 415 tok
SJTU-YONGFU-RESEARCH-GRP/open-verilog-workbench This directory configures how issues, instructions, and AI assistants (Copilot/agents) beh 3 GitHub Copilot 1 1,908 tok
hyperpolymath/boj-server hyperpolymath.github.io One MCP stdio endpoint for a whole toolchain — GitHub, GitLab, cloud, mail, browser and re 3 GitHub Copilot 1 510 tok
oopsyz/mcp 3 Claude Code, Codex, OpenCode 2 1,027 tok
maxmash1/dotnet-react-starter-demo A .NET 8 + React 18 template app pre-configured with GitHub Copilot customizations (agents 3 GitHub Copilot 1 3,962 tok
karellen/karellen-rr-mcp MCP server for rr reverse debugging — enables AI assistants to record, replay, and inspect 3 Claude Code 1 1,189 tok
lukleh/mcp-read-only-grafana MCP server for read-only access to Grafana instances 3 Codex, OpenCode 1 3,269 tok
abhishekrai43/VulScan-MCP marketplace.visualstudio.com Security vulnerability scanner for VS Code. Scans dependencies for CVEs from NVD/OSV datab 3 GitHub Copilot 1 833 tok
cyanheads/docwriter-mcp-server A Model Context Protocol (MCP) server for programmatic creation, modification, and compila 3 Claude Code 1 1,933 tok
nam20485/agent-instructions Custom instructions "pseudocode scripting" framework used by GitHub Copilot, Gemini Code A 3 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,883 tok
trsdn/github-copilot-agent Blueprint repo to build Copilot instruction prompts and custom agents using GitHub Copilot 3 GitHub Copilot 1 590 tok
solutionforest/neo-skill AI coding assistant instructions for Neo CLI — works with Claude Code, GitHub Copilot, Cur 3 Codex, Cursor, OpenCode, Windsurf 3 25,658 tok
xtone/ai_development_tools 3 Claude Code 1 —
rwx-cloud/skills 3 Codex, GitHub Copilot, OpenCode 2 613 tok
nagelflorian/trainingpeaks-mcp-server An MCP (Model Context Protocol) server that connects Claude (or any MCP-compatible AI) to 3 Claude Code 1 5,961 tok
nemesiscodex/pulse-tm (WIP) Pulse is a simple terminal-based task manager as a CLI, a TUI, and an MCP server to 3 Codex, OpenCode 1 346 tok
AndyLiner13/ts-mcp-server TypeScript MCP server for AI-powered refactoring. Rename symbols, extract functions, move 3 Codex, OpenCode 1 2,974 tok
xbklairith/kisune Kisune is my personal Claude plugins, a refined suite of abilities elevating Claude into a 3 Claude Code 1 4,807 tok