How real projects configure their agents

32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
openva/richmondsunlight.com richmondsunlight.com The Richmond Sunlight website. 16 Claude Code, Codex, OpenCode 6 3,828 tok
tommyengstrom/domaindriven 16 Claude Code, Codex, OpenCode 3 610 tok
tsedio/tsed-formio formio.tsed.io Repository dedicated to formiojs. 16 Claude Code, Codex, OpenCode 31 656 tok
varnish/gateway Gateway API implemention for Varnish Cache and Varnish Enterprise 16 Claude Code, Codex, OpenCode 2 6,242 tok
omergulcicek/omergulcicek.com omergulcicek.com Source code of my personal website and frontend blog, powered by TanStack Start, React, an 16 Claude Code, Codex, OpenCode 6 643 tok
mahoushoujyo-eee/eshell 16 Claude Code, Codex 23 —
rupakm/leslie 16 Claude Code, Codex, OpenCode 22 1,223 tok
alexhraber/tensors-to-consciousness Explore the Mathematical Foundations of AI/ML: From Tensors to Consciousness 16 Claude Code, Codex, Gemini CLI, OpenCode 3 2,799 tok
openid-certification/conformance-suite gitlab.com Read-only mirror of https://gitlab.com/openid/conformance-suite - merge requests MUST be s 16 Claude Code, Codex, OpenCode 5 7,613 tok
prolific-oss/cli 🔬 A CLI for managing and automating workflows on the Prolific platform 16 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,704 tok
hoangsonww/DevVerse-SWE-Blog devverse-swe.vercel.app 🪐 DevVerse CS Blog – A modern, high-performance blog app built with Next.js, Vercel, Supa 16 Claude Code, Codex, GitHub Copilot, OpenCode 17 3,839 tok
Resonant-Jones/Codexify Local First AI Operating System with Longterm Memory, MultiAgent Orchestration, Persona Sw 16 Claude Code, Codex, Gemini CLI, OpenCode 6 4,685 tok
daochild/agents-config Agents config for development 16 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,872 tok
joyozhang333-lgtm/human-design-llm humandesign.guichu.chat Open-source Human Design AI: BodyGraph charts, whole-chart talent and mission readings, De 16 Claude Code, Codex, OpenCode 2 69 tok
heikki-laitala/pruner Cut AI coding agent costs 15-62% and time 39-64%. Structural code indexing that gives Clau 16 Claude Code 3 608 tok
nzrsky/zig-skills Zig SKILLS for AI agents 16 Claude Code 1 800 tok
Abilityai/agent-cornelius 16 Claude Code 20 9,097 tok
ortus-docs/coldbox-docs coldbox.ortusbooks.com The Official ColdBox MVC Platform Documentation 16 Claude Code, Codex, OpenCode 55 3,522 tok
nullmastermind/node-autoit-koffi This Node.js module provides support for all AutoIt functions, allowing users to automate 16 Claude Code, Codex, OpenCode 2 1,103 tok
iammrduncan/fxbot fxbot.sh AI assistants that do real work, built your way, on your own machine. Any model, hosted 16 Claude Code, Codex, OpenCode 6 2,500 tok
OpenDigitalProductFactory/opendigitalproductfactory This is the official open digital product factory 15 Claude Code, Codex, GitHub Copilot, OpenCode 14 2,668 tok
therealharpaljadeja/monskills skills.devnads.com Set of coding assistant skills that help build fully deployed apps on Monad 15 Claude Code, Codex, OpenCode 2 16 tok
saadnvd1/agent-os runagentos.com Mobile-first web UI for managing AI coding sessions (Claude Code, Codex, Aider, Gemini CLI 15 Claude Code, Codex, OpenCode 12 1,070 tok
NUGURI-7/CoCoWork cocowork.nuguri.org Multi-Agent collaboration platform — supervisor scheduling, direct member connections via 15 Claude Code 1 2,789 tok
anthony-maio/triton-skills Claude Code agent skills for writing optimized Triton GPU kernels 15 Claude Code 1 282 tok
XAIHT/Tlamatini xaiht.org Speak an idea. Build the real thing. Tlamatini brings AI to code, 3D worlds and hardware: 15 Claude Code, Codex, Gemini CLI, OpenCode 13 56,982 tok
az9713/claude-cowork-content-plugin 6 Claude Opus 4.6 AI agents built a complete Claude Cowork plugin in 5 minutes, then 6 mor 15 Claude Code 1 544 tok
QuincySx/easyeda-agent-mcp-server 15 Claude Code 1 —
matthiastjong/shellgate-legacy shellgate.ai Self hosted secure gateway for AI agents. One token. Full control. Complete audit trail. 15 Claude Code, Codex, OpenCode 2 2,794 tok
bluewings1211/codebase-RAG A Retrieval-Augmented Generation (RAG) Model-Controller-Provider (MCP) server designed to 15 Claude Code 3 1,675 tok
domengabrovsek/claude Custom configuration for Claude Code that turns it into a disciplined engineering partner 15 Claude Code 1 2,132 tok
teklabsdigital/x2-method AI builds faster than anyone, with no skin in the game and no memory of yesterday. How do 15 Claude Code 1 —
ishwarjha/lumen-product-management 18-agent Claude Code PM co-pilot for founders and product leaders. Runs inside Claude Code 15 Claude Code 1 995 tok
EntityProcess/agentv agentv.dev Light-weight AI agent evaluation and optimization framework 15 Claude Code, Codex, OpenCode 2 3,189 tok
iblai/api ibl.ai Agent skills + a chat MCP server to operate the ibl.ai platform via its REST API. Install: 15 Claude Code 1 2,797 tok
radimsem/forge-skills Combines the most-used agentic skills into one unified issue-fixing workflow — a true blac 15 Claude Code 1 1,884 tok
Swih/mistral-mcp npmjs.com Mistral MCP server for document extraction: invoices, contracts and typed JSON from text, 15 Claude Code 1 3,406 tok
graph-memory/graphmemory graphmemory.dev MCP server that builds a semantic graph memory from your project — indexes docs, code, and 15 Claude Code 1 815 tok
PinMeTo/pinmeto-location-mcp pinmeto.com PinMeTo MCP server that enables users with authorized credentials to unlock their data 15 Claude Code, Codex, OpenCode 4 2,582 tok
cloudx-io/cloudx-sdk-agents docs.cloudx.io AI-agent guidance for integrating the CloudX SDK — Claude Code, Codex, and Cursor. Facts f 15 Claude Code, Codex, OpenCode 2 524 tok
kojott/claude-docu-optimizer Claude Code plugin for optimizing CLAUDE.md and docs/ ecosystem. Token analysis, anti-patt 15 Claude Code 1 728 tok
prodlint/prodlint prodlint.com Production readiness for vibe-coded apps: a zero-config CLI, MCP server and GitHub Action 15 Claude Code, Codex, OpenCode 2 9,373 tok
aliaihub/skilldeck Desktop app for managing AI agent skill files across projects and tools 15 Claude Code 1 3,753 tok
JavanC/Homunculus 15 Claude Code 1 763 tok
OpenScribbler/syllago syllago.dev A content management system for AI coding tools. Convert between tools, bundle content int 15 Claude Code, Codex, OpenCode 7 1,138 tok
robot-accomplice/architext npmjs.com Local JSON-backed architecture, release truth, rules, and dataflow viewer for data-only re 15 Claude Code, Codex, OpenCode 2 7,852 tok
45ck/skill-harness Umbrella installer and agent harness for the skill-pack suite across Claude and Codex. 15 Claude Code, Codex, OpenCode 2 2,503 tok
vitas/evidra evidra.cc Open-source MCP execution-evidence recorder: wraps one upstream MCP server and records wha 15 Claude Code 1 2,131 tok
polyblank66/Nyamu Minimal MCP server for Unity, designed to reliably check script compilation 15 Claude Code, Codex, Gemini CLI, OpenCode 3 2,935 tok
AliceLJY/recallnest aliceljy.github.io One memory, every terminal — a shared memory layer for any MCP client. 15 Claude Code 1 20,206 tok