How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
Aixbox/DesktopGo desktopgo.aixbox.top A Windows desktop launchpad built with Tauri, React, and Rust that combines app launching, 64 Claude Code, Codex 28 —
TserenTserenov/FMT-exocortex-template Exocortex template: fork & deploy your AI-powered personal knowledge system with Claude Co 63 Claude Code, Codex, OpenCode 10 7,754 tok
BinaryFroggy/Hopet A macOS desktop AI pet that mirrors your Claude Code & Codex CLI session state in real tim 63 Claude Code, Codex, OpenCode 2 3,108 tok
joby-aviation/noodles.gl noodles.gl A node-based environment for creating bespoke map visuals and animations 63 Claude Code, Codex, OpenCode 3 3,917 tok
hakilee/design-farmer Agent skill that turns design system quality from "best effort" into a repeatable engineer 63 Claude Code, Codex, OpenCode 2 2,753 tok
sahadev/GitMemo gitmemo.kakacut.cn Auto-sync your AI conversations and notes to Git 63 Codex, OpenCode 1 1,011 tok
hitosea/happy-next happy-next.com Mobile, web & Apple Watch client for Claude Code, Codex, Gemini & Qoder — multi-agent orch 63 Claude Code, Codex, OpenCode 6 287 tok
jtmoon79/super-speedy-syslog-searcher Speedily search and merge log messages by datetime 63 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,460 tok
nicepkg/vsync vsync.xiaominglab.com Sync MCP servers, Skills, Agents & Commands across Claude Code, Cursor, OpenCode, Codex. O 63 Claude Code, Codex, OpenCode 21 1,833 tok
zircote/rlm-rs zircote.com Rust CLI implementing the Recursive Language Model (RLM) pattern for Claude Code. Process 63 Claude Code, Codex, GitHub Copilot 8 2,974 tok
wildanniam/GitHub-Profile-Console Create an animated GitHub Profile README from a transparent portrait and structured profil 63 Codex, OpenCode 1 244 tok
SiriusNEO/StarAgent Lightweight agent multiplexer, all in one Web dashboard 63 Claude Code, Codex 3 —
typefully/agent-skills AI agent skills for drafting and scheduling social media posts via Typefully 63 Claude Code, Codex, OpenCode 2 1,040 tok
crow-cli/crow-cli MCP based ACP agent 63 Codex, OpenCode 1 9 tok
T0mSIlver/localvoxtral Talk to your coding agents by voice. Realtime, fully local macOS dictation that streams wo 63 Claude Code, Codex, OpenCode 4 4,099 tok
saeedkolivand/ai-job-hunter-app aijobhunter.app Local-first AI desktop assistant that scrapes job boards, matches roles to your resume, an 63 Claude Code, Codex, GitHub Copilot, OpenCode 8 4,221 tok
vilkovgr/0dte-strategies AI-Augmented Replication Package: 0DTE Trading Rules — Tail Risk, Implementation, and Tact 63 Claude Code, Codex, OpenCode 2 3,844 tok
solanabr/auditor-skill auditor-attest.vercel.app Claude Code / agentic security skill for Solana programs and software. Full audit-firm lif 63 Claude Code, Codex, OpenCode 1 1,944 tok
joshuadavidthomas/agent-skills A collection of skills for agentic LLM tools 63 Codex, OpenCode 1 284 tok
openscientist-io/openscientist AI co-scientist 63 Claude Code, Codex, OpenCode 2 1,950 tok
rse/ase ase.tools Agentic Software Engineering (ASE) 63 Claude Code, Codex, OpenCode 2 5,697 tok
AdamBien/airails airails.dev AI and LLM conventions for modern Java 25 CLI apps, MicroProfile servers, serverless appli 63 Codex, OpenCode 1 1,372 tok
pedrobalsa/balsa-ui balsa-ui.com Agent-native, open-code Vue/React components with independent palettes, themes, and gradie 63 Codex, OpenCode 1 156 tok
teknovizier/tekla_mcp_server A Tekla Structures MCP server designed to accelerate modeling workflows through tool-based 63 Claude Code, Codex, OpenCode 2 5,600 tok
last9/last9-mcp-server last9.io Last9 MCP Server 63 Claude Code, Codex, OpenCode 2 5,616 tok
zjy1346/OpenThesis openthesis.cc.cd Open-source, model-agnostic AI company research for long-term investors. · An open-source, 63 Codex, OpenCode 1 1,186 tok
Syh1906/openai-compatible-imagegen Standalone Skill and Codex Plugin for OpenAI-compatible image generation, editing, batch w 63 Codex, OpenCode 1 1,260 tok
magic5644/Graph-It-Live magic5644.github.io Graph-It-Live VS Code Extension 63 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,252 tok
Dhairya3391/kari Kari just a tui for getting media from providers and playing it in your media player with 63 Codex, OpenCode 1 717 tok
robzilla1738/Codex-Workflows Workflow-as-code orchestration for Codex 63 Claude Code, Codex, OpenCode 2 1,048 tok
IAPro-Community/Orquestrador-Maestro AI agent orchestration kit for Windows, Linux/MacOS with Codex skills, hooks, routing rule 63 Codex, OpenCode 1 635 tok
MGrin/awesome-bb-plugins A curated list of community plugins for bb, the agent IDE — the ecosystem's missing direct 63 Claude Code, Codex, OpenCode 2 872 tok
AbdullahHameedKhan/karpathy-ponytail-skills Karpathy's LLM coding guidelines merged with Ponytail's laziness ladder, think before codi 63 Claude Code, Codex, OpenCode 2 2,217 tok
Muvon/octoweb octoweb.xyz Keyboard-first AI browser for macOS — WebKit + Rust, built-in AI sidebar, isolated workspa 63 Codex, OpenCode 1 6,087 tok
lukabudik/alza-mcp Unofficial Model Context Protocol server for Alza.cz — read-only catalog browser for AI ag 63 Codex, OpenCode 1 215 tok
DeepAgentLabs/mcp-server mcp.deepagentlabs.io Unified MCP server for DeepAgentLabs capabilities, supporting local stdio and authenticate 63 Codex, OpenCode 1 2,691 tok
thumbor/libthumbor Python's extensions to thumbor. These are used to generate safe urls among others. 63 Codex, OpenCode 1 687 tok
pawcoding/astro-loader-pocketbase npmjs.com A content loader for Astro that uses the PocketBase API 63 Codex, OpenCode 1 1,105 tok
ahonn/dotfiles 💎 My vim/neovim, claude code, nix, git, and tmux configuration files 63 Claude Code, Codex, OpenCode 44 376 tok
contentful/contentful-mcp-server MCP (Model Context Protocol) server for the Contentful Management API 62 Codex, OpenCode 1 893 tok
ronikobrosly/RigorLoop A statistically-sound agentic build framework that employs agentic loops to create code ar 62 Claude Code, Codex, OpenCode 2 1,515 tok
DekaPrayoga/AurixAgent haikzs.tech 🤖 Autonomous Multi-Agent AI Workspace in your terminal. Codes, researches, and executes r 62 Codex, OpenCode 1 840 tok
RipeMangoBox/BITE Semi-automated research assistant and local knowledge base for paper analysis, ideation, c 62 Claude Code, Codex, OpenCode 18 675 tok
bepitulaz/obsidian-multivault-mcp Multi-vault and multiuser Obsidian MCP 62 Claude Code, Codex, OpenCode 2 1,412 tok
FavioVazquez/learnship faviovazquez.github.io Learn as you build. Build with intent. Ship real products. Agentic engineering done right. 62 Claude Code, Codex, OpenCode, Windsurf 41 4,697 tok
dgalarza/claude-code-workflows Personal collection of Claude Code workflows 62 Claude Code, Codex, OpenCode 2 1,721 tok
rexlunae/RustyClaw A super-lightweight super-capable agentic tool with improved security versus OpenClaw. 62 Claude Code, Codex 1 —
StudyDrift/lextures lextures.com The learning environment that adapts. 62 Claude Code, Codex, OpenCode 13 2,194 tok
ReyemTech/mcp-canada reyemtech.github.io MCP server for Canadian government data — 266 bilingual tools across 9 federal, 7 provinci 62 Claude Code, Codex, OpenCode 2 4,940 tok
appsoftwareltd/vscode-agent-kanban marketplace.visualstudio.com VS Code extension kanban board for agentic AI workflows 62 Codex, OpenCode 1 727 tok