How real projects configure their agents

43,608 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
arcasilesgroup/ai-engineering ai-engineering.arcasiles.com The governance floor for AI coding agents: install, guard, prove. Guards, git hooks, an ex 55 Claude Code, Codex, OpenCode 2 871 tok
levifig/rails-instructions Set of instructions for your favorite AI agent (e.g. Cursor, Copilot, Claude, etc) for a " 55 GitHub Copilot 17 19,227 tok
fredrikaverpil/claudeline Minimalistic Go statusline for Claude Code 55 Claude Code 1 2 tok
gkaria/vibe-learn Learn as your AI coding assistant builds. You can outsource your thinking, but you can't o 55 Claude Code, Codex, OpenCode 2 7,264 tok
zamana-inc/vajra Background coding agent — polls Linear, runs DOT graph workflows, ships PRs 55 Claude Code, Codex 1
ytaskiran/tws tmux workspace manager — organize your tmux sessions and ai agents 55 Claude Code, Codex, OpenCode 2 2,885 tok
askjohngeorge/askjg-claude-agents The Claude subagents and example custom commands I use in my AI-assisted development workf 55 Claude Code 17
vlasenkoalexey/tpu_performance_autoresearch_wiki vlasenkoalexey.github.io Wiki built using Karpathy method containing information about TPU performance optimization 55 Claude Code, Codex, Gemini CLI, OpenCode 21 1,427 tok
zdt1013/ai-git-commiter An AI-powered VSCode plugin that automatically generates Git Commit messages. It helps gen 55 Claude Code 6 1,619 tok
kimchiman52/3s-mister-arm Peak slop porting 55 Claude Code, Codex, OpenCode 2 1,662 tok
Integration-Automation/AutoControlGUI integration-automation.github.io A framework for GUI automation 55 Claude Code 1 3,843 tok
TelivityAI/careerops Store every accomplishment. Tailor every application. Own your career data. 55 Claude Code, Codex 1
flipbit03/lineark Unofficial Linear CLI, for humans and coding agents 55 Claude Code 3 3,334 tok
Correia-jpv/fucking-awesome-cli-apps 🖥 📊 🕹 🛠 A curated list of command line apps. With up-to-date repository stars⭐ and for 55 Codex, OpenCode 1 45 tok
Xyntopia/taskyon taskyon.space Browser based Interface for Generative AI. Chat/Agent/Taskmanager Hybrid. 55 Codex, OpenCode 1 2,352 tok
Verified-zkEVM/evm-asm 55 Claude Code, Codex, OpenCode 2 13,846 tok
otavia-projects/otavia otavia.cc Your shiny new IO & Actor programming model! 55 Claude Code 1 2,205 tok
AkbarDevop/ai-job-agent AI-powered job application automation toolkit — LinkedIn Easy Apply, Greenhouse, Lever, Jo 55 Claude Code 1 4,101 tok
open-agreements/open-agreements openagreements.org Open, primary-source-backed U.S. legal content — practice guides, 50-state surveys, review 55 Codex, OpenCode 1 328 tok
iwasa-kosui/kamae-ts iwasa-kosui.github.io 55 Claude Code 1 476 tok
WenyuChiou/research-hub pypi.org AI-operable research workspace for Zotero, Obsidian, and NotebookLM. Use any two, or all t 55 Claude Code, Codex, OpenCode 2 208 tok
battysh/batty batty.sh Supervised agent execution for software teams. Kanban-driven, tmux-native, test-gated. 55 Claude Code, Codex, OpenCode 2 1,515 tok
T0mSIlver/localvoxtral Talk to your coding agents by voice. Realtime, fully local macOS dictation that streams wo 55 Claude Code, Codex, OpenCode 2 3,029 tok
LinkedInLearning/mastering-ai-assisted-development-10666010 This is a repo for the LinkedIn Learning course: Mastering AI-Assisted Development 55 Claude Code 1
keyhana/c166-ghidra-module Infineon C166 Processor Module for Ghidra 55 Claude Code, Codex, OpenCode 3 905 tok
taylormadearmy/u1-slicer-for-android 55 Claude Code, Codex, Gemini CLI, OpenCode 4 18,057 tok
unisic/unisic unisic.app Screenshot & screen-recorder for Linux. 55 Claude Code, Codex, OpenCode 4 16,119 tok
koobai/blog koobai.com Essays and ramblings about work and life, tinkering notes, plus records of films and shows 55 Codex, OpenCode 1 3,953 tok
appeeky/ua-skills appeeky.com Agent skills for mobile app paid growth powered by real-time data with APPEEKY MCP. 55 Claude Code, Codex, OpenCode 2 521 tok
cuellarfr/design-skills cuellarfr.github.io UX and design skills for Claude Code — research, critique, accessibility, journey mapping 55 Claude Code 1 783 tok
IvanMurzak/Unity-AI-ProBuilder ai-game.dev MCP Tools for Unity ProBuilder — model and edit meshes with AI. 55 Claude Code 1 384 tok
StardockCorp/Wireloom A Markdown extension for UI wireframes. 55 Codex, OpenCode 1 11,434 tok
steel-dev/steel-mcp-server steel.dev Cloud Chrome for MCP clients. Read pages that block plain fetches, fill forms, take scree 55 Claude Code 1 457 tok
JosiahSiegel/claude-plugin-marketplace 55 Claude Code 3 602 tok
qingzhoupro/afsim-skill AFSIM-SKILL is an AI coding assistant designed for the AFSIM (Advanced Framework for Model 55 Claude Code, Cursor 4
sympozium-ai/celln Run agents in isolated cells that borrow verified tools instead of rebuilding Linux enviro 55 Codex, OpenCode 1 770 tok
aws-samples/sample-aws-genai-ops-demos aws-samples.github.io Deployable code samples demonstrating how generative AI transforms cloud operations. Deplo 55 Kiro 5 11,755 tok
gke-labs/kube-agents gke-labs.github.io An autonomous agentic harness for Kubernetes. Proactive fleet audits, declarative GitOps r 55 Claude Code, Codex, OpenCode 29 8,902 tok
AaronXu-Lab/MasterGo2Figma Move MasterGo's Design to Figma 55 Claude Code, Codex, OpenCode 3 4,401 tok
anhtester/claude-testing-kit anhtester.com Đây là bộ SKILL, RULES, COMMANDS do Anh Tester xây dựng dành riêng cho cộng đồng Tester để 55 Claude Code 28 4,718 tok
palewire/datawrapper-mcp A Model Context Protocol (MCP) server and app for creating Datawrapper charts using AI ass 55 Codex, OpenCode 1 1,977 tok
the-agency-ai/the-agency The Agency monorepo - framework development, MockAndMark, services 55 Claude Code 10 446 tok
kimimgo/awesome-ai-cae A curated list of 100+ AI-ready tools for Computer-Aided Engineering, ranked by an AI-Read 55 Claude Code 1 925 tok
smaramwbc/statewave-multi-agent-shared-context statewave.ai Multiple agents, one source of truth: a Planner/Coder/Reviewer demo of how a shared Statew 55 Codex, OpenCode 1 380 tok
dcc-mcp/dcc-mcp-maya dcc-mcp.github.io Maya-specific implementation of Model Context Protocol (MCP) for Autodesk Maya, enabling r 55 Claude Code, Codex, Gemini CLI, OpenCode 3 9,758 tok
HollyZoe/cheatengine-mcp-tcp-bridge TCP-enhanced fork of Cheat Engine MCP Bridge. Connect Cursor, Copilot and Claude AI direct 55 Claude Code, Codex, OpenCode 2 4,513 tok
kesha-antonov/react-native-chat kesha-antonov.github.io The most complete chat UI for React Native & Web - streaming AI messages, emoji reactions, 55 Codex, GitHub Copilot, OpenCode 2 4,897 tok
ccf/agentcairn agentcairn.dev Long-term, cross-project memory for AI coding agents. Your own Obsidian vault as the sourc 55 Claude Code 1 1,890 tok
agigante80/actual-mcp-server Talk to your self-hosted Actual Budget from any MCP client: a remote HTTP server for Libre 55 Claude Code, GitHub Copilot 42 30,243 tok
s-soroosh/claude-code-js Claude Code SDK for Javascript & Typescript 55 Claude Code 1 601 tok