How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
FleetAdmiralJakob/chat-io chat-io.roessner.tech Post Quantum Secured Messaging PWA 10 GitHub Copilot, Gemini CLI 3 15,945 tok
appydave/appydave-tools AppyDave YouTube Automation Tools 10 Claude Code, Codex, OpenCode 8 10,670 tok
epam/ai-dial-ui-kit dialx.ai A modern UI kit for building AI DIAL interfaces with React 10 Claude Code, Codex, OpenCode 2 3,301 tok
KhourySpecialProjects/odyssey khouryodyssey.org Odyssey is a new platform designed to provide on-demand access to modern knowledge and ski 10 Claude Code, Codex, OpenCode 30 4,783 tok
Daydreamer-riri/QRCode-CmdPal This is a Powertoys CmdPal extension for generating QR Codes quickly and easily. 10 GitHub Copilot 1 604 tok
MolarVerse/PQ molarverse.github.io 10 Claude Code, Codex, OpenCode 3 4,747 tok
drearycold/YetAnotherEBookReader 10 Claude Code, Codex, Gemini CLI, OpenCode 3 12,318 tok
silvabyte/opencode.nvim 10 Codex, OpenCode 1 386 tok
akiojin/llmlb Distributed LLM router with load balancing and automatic model distribution 10 Claude Code, Codex, Gemini CLI, OpenCode 33 10,952 tok
kok-o/contextos-agents Deterministic context and policy compiler for supported AI coding agents. 10 Claude Code, Codex, GitHub Copilot, Gemini CLI 9 1,657 tok
russfellows/s3dlio Part of the sai3 project that delivers multi-protocol storage access for AI/ML workflows, 10 Claude Code, Codex, GitHub Copilot, OpenCode 3 9,391 tok
jakildev/IrredenEngine The Irreden Engine 10 Claude Code, Codex, OpenCode 56 1,785 tok
nirholas/readme-3d nirholas.github.io CLI and library that turns GLB, glTF, OBJ and STL models into ASCII STL blocks GitHub rend 10 Claude Code, Codex, OpenCode 2 322 tok
DuendeSoftware/duende-skills A set of skills focused on helping agents build Duende IdentityServer solutions. 9 Claude Code, Codex, OpenCode 2 3,067 tok
lovablelabs/mcp 9 Claude Code 1 976 tok
gemini-cli-extensions/developer-knowledge 9 Gemini CLI 1 612 tok
gopinav/resume-agent-skills Resume Agent skills and sample resume 9 Codex, Cursor, OpenCode 2 146 tok
vladmdgolam/agent-skills A collection of skills for AI coding agents 9 Claude Code, Codex, OpenCode 2 749 tok
htylab/tigerbx Brain MRI toolkit: brain extraction, segmentation, registration and VBM 9 Codex, OpenCode 1 1,732 tok
Solismuchengxue/dsh_plugin_swift_cycle Swift Cycle governance skill adapter for DeepSeek Harness; user-invoked, version-pinned, a 9 Codex, OpenCode 1 536 tok
8NobleTruths/sabba pypi.org SABBA - Security Templates CLI & MCP Server for coding agents that prove every finding by 9 Claude Code 1 712 tok
roedelthixton-beep/PingPong PingPong - AI agent communication framework 9 Claude Code, Codex, OpenCode 3 17,736 tok
jianzhoujz/bilicast 9 Codex, OpenCode 1 7,582 tok
wilsonzlin/ecma-rs TypeScript parser, type checker, minifier, and compiler 9 Codex, OpenCode 1 8,459 tok
digitalninjanv/aplikasi-bank-sampah-php digitalninja.serv00.net Source Code Aplikasi Bank Sampah Digital (PHP Native). Gratis & Open Source. Fitur: Manaje 9 Codex, OpenCode 1 1,776 tok
charleslucas/poe_mcp_suite Path of Exile MCP Suite 9 Claude Code, Codex, OpenCode 27 4,220 tok
levi-qiao/obsidian-llm-wiki Compile notes into a linked Obsidian wiki at ingest time with Claude Code, following Karpa 9 Claude Code 17 3,290 tok
Codename-11/SubFrame SubFrame - A terminal first project management IDE for Claude Code, Codex CLI, and Gemini 9 Claude Code, Codex, Gemini CLI, OpenCode 15 9,005 tok
Shironex/omniscribe omniscribe.app Orchestrate multiple AI coding sessions in parallel 9 Claude Code 1 1,744 tok
GaoZimeng0425/NemoNotch An interactive floating panel for the MacBook notch area, turning the notch into a multi-p 9 Claude Code, Codex, OpenCode 4 31,347 tok
ShipWithAI/shipwithai-plugins shipwithai.io Open-source Claude Code plugins — build a real project harness, not another pasted CLAUDE. 9 Claude Code 4 1,321 tok
Vikrant-Khedkar/gingerpaw Local macOS multi-agent coding workspace — run Claude Code, Codex, Gemini & Cursor in para 9 Claude Code, Codex, OpenCode 2 2,373 tok
Artexis10/exomem substratesystems.io Self-hosted MCP server that makes your Obsidian/markdown vault searchable — text, PDFs, Of 9 Claude Code, Codex, OpenCode 26 1,048 tok
SonnyTaylor/claude-code-portable Run Claude Code from a USB drive - no installation required. Downloads the official binary 9 Claude Code 1 700 tok
vzwjustin/advisor Opus-led Claude Code agent team — strategist plans, Sonnet runners read and fix. Live two- 9 Claude Code, Codex, OpenCode 2 2,770 tok
Maleick/AutoResearch Autonomous recursive self-improvement engine. Subagent-first iteration loop: Plan → Modify 9 Codex, OpenCode 1 389 tok
Pro-GenAI/Agent-Action-Guard action-guard.pro-genai.com 🛡️ Safe AI Agents through Action Classifier 9 Codex, OpenCode 1 9,139 tok
odvcencio/FluffyUI m31labs.dev A Go TUI framework with widgets, FSS styling, accessibility, reactive state, web backends, 9 Codex, OpenCode 1 3,548 tok
kenobi-ai/harpist harpist.site Automate and document any website's underlying API and replay it with your agent. 9 Codex, OpenCode 1 136 tok
Alien69Flow/AiTor aitor.alienflow.space Ai Tor ΔlieπFlΦw DAO Synapse Collective 9 Codex, OpenCode 1 1,909 tok
melihbozkurt10/fivem-dev-plugin Claude Code Plugin for Server or Script Development in Fivem 9 Cursor 1 3,472 tok
rangerrick337/operator-os The 5-layer operating system for reliable AI busines operations 9 Codex, OpenCode 1 62 tok
benjaminshafii/digital-empire benjaminshafii.com OpenWork config for me and my family 9 Claude Code, Codex, OpenCode 27 1,230 tok
dasmeta/development-orchestrator This repo is to orchestrate product development, requirement management, implementation 9 Claude Code, Codex, OpenCode 12 1,782 tok
Bad3r/nixos NixOS Infrastructure as Code using the Dendritic Pattern & flake parts 9 Codex, OpenCode 1 1,286 tok
dragginzgame/canic Application framework and orchestration system for Rust applications on the Internet Compu 9 Codex, OpenCode 1 3,853 tok
nullskymc/Aurevoy Personal AI agent — tell it what you want, it figures out how. Runs locally, plans autono 9 Codex, OpenCode 1 1,398 tok
KunCheng-He/kk-ai Some public skills used while working with opencode and pi, along with skills and agents I 9 Codex, OpenCode 1 1,415 tok
jexists/SKN30-FINAL-1Team-dev 9 Claude Code, Codex, OpenCode 7 491 tok
sukirman1901/frontend-expert Frontend Expert — chat-first agent skills for shipping product web UI (tokens, anti-slop, 9 Claude Code, Codex, OpenCode 2 3,280 tok