How real projects configure their agents

3,700 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
mlflow/mlflow mlflow.org The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables te 28,695 Claude Code, Codex, GitHub Copilot, OpenCode 14 2,317 tok
gastownhall/beads beads.gascity.com Beads - A memory upgrade for your coding agent 28,536 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,788 tok
pascalorg/editor editor.pascal.app Open-source 3D architectural editor with a local CLI, MCP tools, and practical workflows f 25,350 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 7 751 tok
chromium/chromium chromium.googlesource.com The official GitHub mirror of the Chromium source 25,252 Claude Code, Codex, GitHub Copilot, Gemini CLI 11 186 tok
coleam00/Archon archon.diy The first open-source harness builder for AI coding. Make AI coding deterministic and repe 23,835 Claude Code, Codex, GitHub Copilot, OpenCode 55 3,724 tok
JanDeDobbeleer/oh-my-posh ohmyposh.dev The most customisable and low-latency cross platform/shell prompt renderer 23,715 Claude Code, Codex, GitHub Copilot, OpenCode 5 1,122 tok
kriasoft/react-starter-kit reactstarter.com Modern React starter kit with Bun, TypeScript, Tailwind CSS, tRPC, Stripe, and Cloudflare 23,707 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,495 tok
marimo-team/marimo marimo.io A reactive notebook for Python — run reproducible experiments, query with SQL, execute as 23,449 Claude Code, Codex, GitHub Copilot, OpenCode 3 731 tok
oxc-project/oxc oxc.rs ⚓ A collection of high-performance JavaScript tools. 23,346 Codex, GitHub Copilot, OpenCode 2 3,631 tok
dotnet/maui dot.net .NET MAUI is the .NET Multi-platform App UI, a framework for building native device applic 23,326 Claude Code, Codex, GitHub Copilot 57 42,571 tok
comet-ml/opik comet.com Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows wit 23,208 Claude Code, Codex, GitHub Copilot, OpenCode 29 14,918 tok
forem/forem forem.com For empowering community 🌱 22,813 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 11,397 tok
dyad-sh/dyad dyad.sh Local, open-source AI app builder for power users ✨ v0 / Lovable / Replit / Bolt alternati 22,194 Claude Code, Codex, GitHub Copilot, OpenCode 30 4,899 tok
gitbutlerapp/gitbutler gitbutler.com The GitButler version control client, backed by Git, powered by Tauri/Rust/Svelte 21,933 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,834 tok
stefan-jansen/machine-learning-for-trading ml4trading.io Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution. 21,727 GitHub Copilot 1 592 tok
ColorlibHQ/gentelella gentelella.colorlib.com Free admin dashboard template — vanilla JS, SCSS, Vite 8. No Bootstrap, no jQuery. 21,557 Claude Code, Codex, GitHub Copilot, OpenCode 4 8,085 tok
NVIDIA/OpenShell docs.nvidia.com OpenShell is the safe, private runtime for autonomous AI agents. 21,172 Claude Code, Codex, GitHub Copilot, OpenCode 27 4,062 tok
rocketride-org/rocketride-server High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build 19,948 Codex, GitHub Copilot, Cursor, OpenCode 3 2,687 tok
compiler-explorer/compiler-explorer godbolt.org Run compilers interactively from your web browser and interact with the assembly 19,176 Claude Code, Codex, GitHub Copilot, OpenCode 12 2,616 tok
nukeop/nuclear nuclearplayer.com Streaming music player that finds free music for you 18,876 Claude Code, Codex, GitHub Copilot, OpenCode 7 4,608 tok
greensock/gsap-skills Official AI skills for GSAP. These skills teach AI coding agents how to correctly use GSAP 17,947 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,838 tok
microsoft/data-formulator data-formulator.ai 🪄 Data Formulator is an interactive AI-powered data analysis system makes it easy to conn 17,666 Claude Code, GitHub Copilot, Cursor 5 122 tok
Arindam200/awesome-ai-apps studio1hq.com A collection of projects showcasing RAG, agents, workflows, and other AI use cases 16,722 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,496 tok
triggerdotdev/trigger.dev trigger.dev Trigger.dev – build and deploy durable AI agents and workflows 16,720 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 10 3,720 tok
udecode/plate platejs.org Rich-text editor with AI and shadcn/ui 16,690 Claude Code, Codex, GitHub Copilot, OpenCode 45 10,760 tok
FreshRSS/FreshRSS freshrss.org A free, self-hostable news aggregator… 16,515 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,277 tok
alshedivat/al-folio alshedivat.github.io A beautiful, simple, clean, and responsive Jekyll theme for academics 16,309 Claude Code, Codex, GitHub Copilot, OpenCode 12 3,826 tok
AgriciDaniel/claude-obsidian Self-organizing AI second brain for Obsidian + Claude Code. Drop any source and Claude rea 16,203 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 3 1,529 tok
superset-sh/superset superset.sh Paradev (formerly Superset) is an agentic IDE to orchestrate 100+ coding agents in paralle 15,800 Claude Code, Codex, GitHub Copilot, OpenCode 31 3,629 tok
open-metadata/OpenMetadata open-metadata.org The Open Context Layer for Data and AI , OpenMetadata is the open platform for building t 15,691 Claude Code, Codex, GitHub Copilot, OpenCode 6 4,174 tok
apache/pulsar pulsar.apache.org Apache Pulsar - distributed pub-sub messaging system 15,356 Claude Code, Codex, GitHub Copilot, OpenCode 5 1,871 tok
NanmiCoder/cc-haha cchaha.ai Local-first cross-platform Claude Code / AI Agent desktop workspace: multi-agent collabora 15,320 Codex, GitHub Copilot, OpenCode 2 1,713 tok
analysis-tools-dev/static-analysis analysis-tools.dev ⚙️ A curated list of static analysis (SAST) tools and linters for all programming language 14,874 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 515 tok
Open-LLM-VTuber/Open-LLM-VTuber open-llm-vtuber.github.io Talk to any LLM with hands-free voice interaction, voice interruption, and Live2D avatar r 14,603 Claude Code, GitHub Copilot 2 2,908 tok
microsoft/agent-framework aka.ms A framework for building, orchestrating and deploying AI agents and multi-agent workflows 14,553 Claude Code, Codex, GitHub Copilot 6 957 tok
plantuml/plantuml plantuml.com Generate diagrams from textual description 13,402 Claude Code, GitHub Copilot 2 1,273 tok
InsForge/InsForge insforge.dev The all-in-one, open-source backend platform for agentic coding. InsForge gives your codin 13,286 Claude Code, Codex, GitHub Copilot 9 1,185 tok
laradock/laradock laradock.io Full PHP development environment for Docker. Run Laravel, Symfony, CodeIgniter, Phalcon, W 12,682 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 584 tok
meshery/meshery meshery.io Meshery, the cloud native manager 12,134 Claude Code, Codex, GitHub Copilot, OpenCode 27 8,494 tok
jxxghp/MoviePilot movie-pilot.org NAS media library automation management tool 12,036 Codex, GitHub Copilot, OpenCode 2 2,660 tok
data-privacy-stack/presidio presidio.dataprivacystack.org An open-source framework for detecting, redacting, masking, and anonymizing sensitive data 11,749 Claude Code, Codex, GitHub Copilot, OpenCode 5 6,710 tok
omnigent-ai/omnigent omnigent.ai Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, C 11,240 Claude Code, Codex, GitHub Copilot, OpenCode 13 3,434 tok
langchain-ai/open-swe langchain.com An Open-Source Asynchronous Coding Agent 11,175 Claude Code, Codex, GitHub Copilot, OpenCode 6 2,875 tok
unoplatform/uno platform.uno Open-source platform for building cross-platform native Mobile, Web, Desktop, and Embedded 10,102 Claude Code, Codex, GitHub Copilot, OpenCode 36 5,571 tok
GetBindu/Bindu docs.getbindu.com Bindu: The identity, communication, and payments layer for AI agents. 10,006 Claude Code, Codex, GitHub Copilot, OpenCode 9 7,026 tok
microsoft/vscode-copilot-chat code.visualstudio.com Copilot Chat extension for VS Code 9,940 Claude Code, Codex, GitHub Copilot 6 7,048 tok
open-pencil/open-pencil openpencil.dev AI-native design editor. Open-source Figma alternative. 9,639 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,132 tok
mediago-dev/mediago downloader.caorushizi.cn Cross-platform video downloader — sniff and grab m3u8/HLS streams, Bilibili, YouTube and m 9,360 Claude Code, Codex, GitHub Copilot, OpenCode 17 3,276 tok
mikro-orm/mikro-orm mikro-orm.io TypeScript ORM for Node.js based on Data Mapper, Unit of Work and Identity Map patterns. S 9,268 Claude Code, GitHub Copilot 3 1,553 tok
azerothcore/azerothcore-wotlk azerothcore.org Complete Open Source and Modular solution for MMO 9,148 Claude Code, Codex, GitHub Copilot, OpenCode 5 1,080 tok