How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
lukacf/meerkat Meerkat - A modular, high-performance agent harness built in Rust. 21 Claude Code, Codex, OpenCode 18 12,039 tok
itsadrianxv/quant-strategy-builder-skill An agent SKILL for designing quantitative trading strategies 21 Claude Code, Codex, OpenCode 23 331 tok
StarDZ-Team/DayZ-Modding-Wiki stardz-team.github.io Open-source DayZ modding wiki: Enforce Script language (13 chapters), GUI/.layout system ( 21 Claude Code, Codex, OpenCode 2 2,601 tok
waittim/MemoryCustodian Durable, repo-native project memory for coding agents, without context bloat. 21 Claude Code, Codex, Gemini CLI, OpenCode 3 579 tok
seancrowe01/ads-machine instagram.com Closed-loop ad intelligence system built in Claude Code. Scrape competitors, grade by long 21 Claude Code 13
wavyrai/rm-mcp thijsverreck.com MCP server for accessing reMarkable tablet data 21 Claude Code, GitHub Copilot 2 4,661 tok
currybab/superzent Superzent - an agent-first workspace built on Zed 21 Claude Code, Codex, Gemini CLI, OpenCode 3 3 tok
ProfessioneIT/lsp-mcp-server professioneit.com An MCP (Model Context Protocol) server that bridges Claude Code to Language Server Protoco 21 Claude Code 1 1,611 tok
rumi-chan/league-client-mcp Connect Claude, Antigravity to League Client via MCP & Pengu Loader. 21 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 14,093 tok
x746b/winforensics-mcp A comprehensive MCP server for Windows digital forensics on KALI Linux 21 Claude Code 1 3,006 tok
cyanheads/ntfy-mcp-server npmjs.com Send, manage, and replay ntfy push notifications via MCP. STDIO or Streamable HTTP. 21 Claude Code, Codex, OpenCode 2 15,110 tok
10xHub/Agentflow agentflow.10xscale.ai Production-grade framework for building multi-agent AI systems. Graph-based orchestration, 21 Claude Code, GitHub Copilot 3 4,732 tok
weby-homelab/power-framework weby-homelab.github.io Validate, index, search, and manage your knowledge base from the command line — or let AI 21 Claude Code, Codex 3
marketingLendario/cohort-de-marketing Cohort de Marketing — Aula 01: Pesquisa, Concorrentes e Ofertas com Claude Code. Material 21 Claude Code, Codex, OpenCode 3 1,586 tok
nirholas/auto-kill-terminal nirholas.github.io 🤯 Stop AI agents from leaving zombie terminals in GitHub Codespaces & VS Code. Copy-past 21 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 658 tok
vlazic/mcp-server-manager A cross-platform, single-binary manager for Model Context Protocol (MCP) servers, built wi 21 Claude Code 1 3,838 tok
oekazuma/svelte-vitals oekazuma.github.io Your SvelteKit app's code health, checked before it ships. Statically, no browser — SEO, P 21 Claude Code, Codex, OpenCode 2 4,392 tok
huggingface/physics-intern-skills Agentic framework for physics 21 Claude Code 3 715 tok
BogdanovychA/llm-wiki apps.bogdanovych.org A personal knowledge base populated and structured with LLM agents. The project is based o 21 Claude Code, Codex, OpenCode 4 3,336 tok
kourdroid/OCRAgent Ironclad-OCR is an asynchronous invoice ingestion and extraction service built for vendor 21 Claude Code, Codex 8
ntppool/monitor monitoring agent for the NTP Pool 21 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,170 tok
Beneficial-AI-Foundation/FloatSpec Formally Verified Float Implementation with lean4 21 Claude Code, Codex, OpenCode 2 7,741 tok
zitadel/nextgen zitadel-next-docs.vercel.app A Zitadel Preview 21 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 10 9,606 tok
stevesolun/CV_Boutique_Agency A CV Boutique Agency Claude Code skill to build a professional world class resume. Find yo 21 Claude Code 1 566 tok
ishandutta2007/Awesome-Agent-Skills Skills for coding agents 🌟 Star if you like it! 🌟 21 Claude Code, Codex, Gemini CLI, OpenCode 3 2,117 tok
TheAngryRaven/DovesDataLogger lapwingdata.com FOSS DIY Datalogger 21 Claude Code 1 40,138 tok
Lifecharger/auto-game-builder Self-hosted game project management system for indie developers 21 Claude Code, Codex, OpenCode 2 12,320 tok
coleam00/claude-code-new-features-early-2026 Demo project showcasing new Claude Code features from early 2026 including custom agents, 21 Claude Code 9 2,122 tok
Laksh-star/competitive-intelligence AI-powered competitive intelligence monitor using CocoIndex, Tavily Search, and LLM extrac 21 Claude Code 1 1,239 tok
redhat-ai-americas/memory-hub MemoryHub: Kubernetes-native agent memory component for OpenShift AI 21 Claude Code 20 3,828 tok
nextflow-io/agent-skills Claude Code Plugin for Nextflow 21 Claude Code 1 1,001 tok
progress-stack/templates CLAUDE.md + PROGRESS.md templates for AI-assisted productivity 21 Claude Code 1 363 tok
joshpocock/karpathy-obsidian-vault 21 Claude Code 1 2,077 tok
JF9SOM/FBSAT59 fbsat59.jf9som.com Satellite Tracking & Communications — satellite tracking with built-in Hamlib Doppler & Ro 21 Claude Code 3 23,640 tok
elberrd/cc-harness-iai 21 Claude Code 14 3,019 tok
felipefontoura/bento felipefontoura.com Bento turns a fresh Ubuntu/Debian VPS into a hardened Docker Swarm server with Traefik, Po 21 Claude Code 2 8,013 tok
Cznorth/winkterm cznorth.github.io AI that shares your terminal session. Open-source AI terminal where the AI types commands 21 Claude Code, Codex, OpenCode 2 5,157 tok
openmirlab/mt3-infer Production-ready, unified inference toolkit for the MT3 music transcription model family 21 Claude Code 1 1,874 tok
Hdaisen/pi-memory-system 🧠 A three-layer Markdown memory system for Pi Coding Agent — brains are for thinking, not 21 Claude Code 1 1,733 tok
ddalcu/ghost-canvas AI-controlled visual design tool. LLM designs, humans view. 21 Claude Code, GitHub Copilot 4 3,921 tok
bradautomates/focus-group Clone your customers from real sales-call transcripts and run them as a standing focus gro 21 Claude Code, Codex, OpenCode 2 935 tok
infews/pxp_skill An Agentic skill that pairs with you in the Pivotal (Labs) style 21 Claude Code 1 754 tok
pyck-ai/pyck-oss pyck.ai An Open-Source warehousing framework, engineered for the AI era 21 Claude Code, Codex, OpenCode 2 1,959 tok
Joe-rq/harness-lab A Harness Engineering practice framework inspired by OpenAI, gstack, and Tencent engineeri 21 Claude Code, Codex, OpenCode 16 4,859 tok
ufna/VaCuus Modern, ultra-optimized multithreaded web UI for Unreal Engine (Win/Mac/Linux/Android/iOS) 21 Claude Code, Codex, OpenCode 5 5,787 tok
nokkies/ModbusForge ModbusForge — .NET 8 Avalonia Modbus TCP/RTU/ASCII client/server with simulation, trending 21 Claude Code, Codex, OpenCode 2 1,115 tok
skwashd/ccodolo Multi-Agent Coding Environment 21 Claude Code, Codex, OpenCode 2 2,790 tok
ekbatan-io/ekbatan ekbatan-io.github.io Modern Java persistence framework for Event-driven systems. Built-in outbox pattern. Atomi 21 Claude Code, Codex, OpenCode 5 18,159 tok
BeibaiDraco/maieusis Maieusis — inspectable scientific question development before analysis 21 Claude Code 1
undefinedopcode/kate-code A Claude Code plugin for the Kate Editor leveraging Zed Industries claude-code-acp. 21 Claude Code 1 1,063 tok