How real projects configure their agents

44,954 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
radiantlogicinc/fastworkflow A framework for building large-scale, deterministic, interactive workflows with a fault-to 52 Claude Code, Codex, Cursor, OpenCode 18 2,348 tok
rust-works/succinctly Succinct data structures 52 Claude Code, Codex, OpenCode 19 11,843 tok
openshift/windows-machine-config-operator Windows MCO for OpenShift that handles addition of Windows nodes to the cluster 52 Claude Code, Codex, OpenCode 3 6,997 tok
inureyes/gyeol 52 Claude Code, Codex, OpenCode 2 1,809 tok
Mangome/cybird-watching An ESP32-based smart birdwatching display device 52 Claude Code 1 3,634 tok
asynkor/asynkor asynkor.com File leasing for AI agent teams. One MCP server. Any IDE. Zero merge conflicts. 52 Claude Code 1 2,527 tok
Kiln-AI/Kilntainers kiln.tech MCP server to give every agent an ephemeral Linux sandboxes for executing shell commands. 52 Claude Code 1 345 tok
forketyfork/architect forketyfork.github.io A flexible terminal grid for multi-agent AI workflows 52 Claude Code, Codex, Gemini CLI, OpenCode 4 6,442 tok
agencia-conversion/agentic-seo-skills Agentic SEO operating system as a Claude Code plugin: project Wiki, DataForSEO workflows, 52 Claude Code, Codex, OpenCode 4 2,382 tok
cvet/fonline-tla FOnline: The Life After 52 Codex, GitHub Copilot, OpenCode 2 1,987 tok
AICode-Nexus/ai-native-frontend-bootcamp aicode-nexus.github.io Frontend development in the era of large models — AI-Native technology stack and workflow 52 Codex 1 —
StewBC/cc65-Chess Portable chess game in C. Commodore 64, Apple 2, Atari, Oric, Commander X16, curses termi 52 Codex, OpenCode 1 7,380 tok
0x0funky/Agentinel A local resource sentinel for the multi-agent era — monitors RAM, processes & disk used by 52 Claude Code, Codex 2 —
eobarretooo/ClawLite Open source AI assistant for Linux with gateway, skills, and multi-agent capabilities. 52 Codex, OpenCode 1 3,882 tok
seungmanchoi/react-native-fsd-agent-template React Native + Expo template with Feature-Sliced Design (FSD) architecture and AI Agent Ha 52 Claude Code, Codex, OpenCode 4 10,158 tok
glauberlima/claude-code-statusline Supercharge your Claude Code CLI experience with a powerful statusline that displays key s 52 Claude Code 1 2,776 tok
hxdflying/EvoPaw Personal agent assistant 52 Claude Code 1 3,677 tok
Dingent/Dingent ngdc.cncb.ac.cn A lightweight, user-friendly LLM Agent framework focused on simplifying data retrieval app 52 Claude Code, Codex, OpenCode 8 2,740 tok
fiale-plus/tradingview-mcp-server fiale.plus Unofficial MCP and CLI for TradingView API 52 Claude Code 11 1,777 tok
gvkhosla/compound-engineering-pi Compound engineering extension for Pi coding agent workflows. 52 Claude Code, Codex, OpenCode 3 3,221 tok
ProjectOpenSea/opensea-skill Agent skill for interacting with OpenSea 52 Codex, OpenCode 1 524 tok
nbari/pg_exporter A PostgreSQL metric exporter for Prometheus written in Rust 52 Codex, GitHub Copilot, OpenCode 2 4,054 tok
anoni-net/docs anoni.net In Taiwan, we hope to raise public awareness of the important issues of anonymous networks 52 Claude Code, Codex, OpenCode 11 3,107 tok
AmadeusITGroup/ai-primitives-hub amadeusitgroup.github.io VS Code extension and CLI for managing, sharing, and installing AI primitives (Agents, Ski 52 Claude Code, Codex, Kiro, OpenCode 3 1,360 tok
peterdsp/PromptBar promptbar.peterdsp.dev PromptBar is a SwiftUI application designed for macOS, allowing users to access multiple A 52 Codex, OpenCode 1 1,436 tok
chatml/chatml chatml.com AI Agent Orchestrator for Claude Code 52 Claude Code 1 947 tok
Antonytm/mcp-sitecore-server Model Context Protocol server for Sitecore 52 Claude Code, Codex, OpenCode 2 3,211 tok
aegis-boot/aegis-boot A signed UEFI Secure Boot rescue environment that lets operators pick any ISO from a USB s 52 Codex, OpenCode 1 2,966 tok
dogganidhal/noddde noddde.dev Functional DDD framework for TypeScript — Decider pattern, Event Sourcing & CQRS out of th 52 Claude Code 13 1,890 tok
robotlearning123/gpt2agent Your codex login → a full ChatGPT Plus/Pro account (every model, deep research, image gen, 52 Claude Code 1 1,033 tok
double-coding-lab/Flow2Spec double-coding-lab.github.io 52 Claude Code, Codex, Cursor, OpenCode 26 3,206 tok
tuneloop/tuneloop 52 Claude Code 1 —
hoangsonww/AI-RAG-Assistant-Chatbot lumina-david.vercel.app 👨🏻‍💻 Meet Lumina – my personal AI assistant powered by hybrid RAG with Pinecone vector 52 Claude Code, Codex, OpenCode 14 1,788 tok
XuanRanL/loamwright-SEO-Skill loamwrightseo.com Production-grade SEO + GEO content factory for Claude Code — research, write, fact-check, 52 Claude Code, Codex, OpenCode 2 16,086 tok
beautyfree/skiller skiller.download AI agent skills manager for Claude Code, Cursor, Codex and more — install, sync, and manag 52 Claude Code 1 1,666 tok
amanning3390/flowstate-qmd FlowState QMD — Anticipatory Memory for AI Agents. Hermes 2026 Hackathon Entry. 52 Claude Code 1 1,785 tok
hffmnnj/goopspec A spec-driven development platform for OpenCode that guides teams through a structured 5‑p 52 Codex, OpenCode 1 6,631 tok
sorafujitani/ccsession pick any past Claude Code session via fzf, then resume it from the right cwd 52 Claude Code, Codex 2 —
duceum/appstore-ppp-pricing-agent-skill pypi.org PPP pricing for App Store apps — bulk-update IAP & subscription prices in 175+ countries b 52 Claude Code 1 1,751 tok
haabe/mycelium Prevent wasting time building the wrong thing. A plugin that keeps you and your AI coding 52 Claude Code, Codex, OpenCode 3 6,373 tok
Moksa1123/taiwan-ecommerce-toolkit Taiwan E-Commerce Integration Toolkit: integrations with 22 e-invoice, payment, and logist 52 Claude Code 1 2,759 tok
Jyx0208/claude-science-api-bridge A local macOS proxy and installer that connects Claude Science to third-party APIs such as 52 Codex, OpenCode 1 1,090 tok
robertn702/mcp-sunsama 52 Claude Code 2 2,885 tok
WW-AI-Lab/any2markdown A high-performance document conversion server supporting both the Model Context Protocol ( 52 Codex, OpenCode 1 829 tok
fcavalcantirj/claude-code-eyes Give Claude Code eyes 👁️ — a camera skill so it can SEE real hardware, displays and wirin 52 Claude Code 1 1,201 tok
pipefy/ai-toolkit MCP server, CLI, and agent skills for Pipefy. 52 Codex, OpenCode 1 3,353 tok
tothalex/drift tothalex.github.io Review your working changes like a pull request — in the terminal. Block-scoped live diffs 52 Claude Code, Codex, OpenCode 2 1,550 tok
nkswalih/kraivor Kraivor is an AI-powered system that analyzes real-world codebases and simulates how they 52 Codex, OpenCode 1 300 tok
rusch95/asahi_neo Asahi Linx on a Macbook Neo Experimental 52 Claude Code 1 613 tok
minghinmatthewlam/computer-use-mcp Open, agent-agnostic MCP server exposing macOS computer use to any MCP client (Claude Code 52 Codex, OpenCode 1 978 tok