How real projects configure their agents

32,137 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
MCKRUZ/ComfyUI-Expert Session-scoped Claude Code agent for ComfyUI video production — 12 specialized skills for 91 Claude Code 1 1,928 tok
Kangentic/kangentic kangentic.com Desktop kanban board for orchestrating agentic workflows 91 Claude Code 30 10,361 tok
flick-git-anhnv/claude 90 Claude Code 51 26,704 tok
mjunaidca/polymarket-skills Composable Agent Skills for Polymarket prediction market trading. Paper-trading-first, sec 90 Claude Code 1 2,515 tok
Vincenius/wwebdev wweb.dev News, Resources and Articles about Web-Development 90 Claude Code 2 1,455 tok
nokonoko1203/claude-code-settings Best Practices for Claude Code Configuration 90 Claude Code 1 325 tok
AditiKraft/Krafter getkrafter.dev A modern .NET 10 full-stack platform built with Vertical Slice Architecture (VSA), multi-t 90 Claude Code, Codex 1
interviewstreet/hackerrank-orchestrate-june26 90 Claude Code, Codex, OpenCode 2 2,427 tok
liuyuelintop/react-portfolio liuyuelin.dev An interactive React 18 portfolio featuring AI-powered career assistance, dynamic project 90 Claude Code, Codex, OpenCode 2 2,398 tok
vincentlaucsb/experiencer An interactive resume editor made with React 90 Claude Code, Codex, OpenCode 2 1,065 tok
bookmark/BMAD-METHOD-EXP 90 Claude Code 1
yours-org/yours-wallet yours.org A non-custodial and open-source wallet for BSV and 1Sat Ordinals. 90 Claude Code, Codex 1
mitos-run/mitos mitos.run Millisecond microVM sandbox forking for AI agents on Kubernetes. Firecracker VMs that rest 90 Claude Code 1 2,367 tok
TheUncharted/zapcode TypeScript interpreter for AI agents. Written in Rust. 2µs cold start. Sandboxed. Alternat 90 Claude Code, Codex, OpenCode 2 4,101 tok
vstorm-co/memv vstorm-co.github.io Structured, temporal memory for AI agents. 90 Claude Code 6 1,576 tok
PhpCodeArcheology/PhpCodeArcheology phpcodearcheology.github.io PHP static analysis for architecture & maintainability — 60+ metrics, complexity analysis, 90 Claude Code 1 976 tok
ruvnet/sublinear-time-solver Rust + WASM sublinear-time solver for asymmetric diagonally dominant systems. Exposes Neum 90 Claude Code 5
greenpolo/cc-multi-cli-plugin Claude Code plugin: delegate to Codex, Gemini, Cursor, GitHub Copilot, and Qwen CLIs via t 90 Claude Code, Codex, OpenCode 2 1,883 tok
the-teacher/active_harness AI framework for Ruby/Rails developers 90 Claude Code 1 2,354 tok
konstruktoid/hardened-images Packer templates to create hardened Ubuntu server images. 90 Claude Code, GitHub Copilot 5 6,007 tok
yangcodingmaster/photo-distill Distill a photograph into a minimal poster — hand-written HTML/CSS/SVG, no image generatio 90 Claude Code, Codex, OpenCode 2 2,192 tok
arpitnath/claude-capsule-kit npmjs.com A toolkit that makes Claude Code better at engineering — session memory, dependency analys 90 Claude Code 1 1,133 tok
CodeAlive-AI/codealive-mcp codealive.ai Context engine for large codebases, exposed through MCP. Gives AI coding agents precise re 90 Claude Code, Codex, OpenCode 5 5,334 tok
ayunis-core/ayunis-legal-mcp An MCP server for German legal codes 90 Claude Code 1 1,899 tok
larsiusprime/openavmkit FOSS mass appraisal and automated valuation modeling toolkit 90 Claude Code, Codex, OpenCode 2 8,025 tok
jupyter-ai-contrib/nb-cli A CLI-first interface for AI agents to work with notebooks 90 Claude Code, Codex, OpenCode 2 846 tok
fancy1108/Clutch fancy1108.github.io Local AI multi-agent orchestration desktop app (Tauri · LangGraph) 90 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 5,126 tok
alfredoperez/speckit-companion speckit-companion.dev VS Code extension for spec-driven development — manage specs, workflows, and steering docs 90 Claude Code, Codex, GitHub Copilot, OpenCode 53 1,531 tok
CloudChef/atlasclaw atlasclaw.ai AtlasClaw is an enterprise agent framework supporting mutliple users and multi system inte 90 Claude Code, Codex, OpenCode 2 2,068 tok
romshark/datapages romshark.github.io A Datastar Go web frontend framework 90 Claude Code, Codex, GitHub Copilot, OpenCode 5 5,119 tok
dioptx/mcp-atom-of-thoughts MCP server for structured AI reasoning — decompose problems into atomic thoughts with depe 90 Claude Code 1 997 tok
rand/mnemosyne rand.github.io Mnemosyne is a agentic memory and orchestration system designed to provide Claude Code wit 90 Claude Code 21 8,021 tok
fr0ster/mcp-abap-adt MCP server for SAP BTP ABAP Cloud and On-Premise ECC/S/4HANA ABAP ADT with full CRUD, JWT/ 90 Claude Code 1 959 tok
os-factory/har harproject.dev HAR: open agent harness (CLI + MCP) for coding agents. Isolated worktrees, deterministic v 90 Claude Code, Codex, OpenCode 5 4,803 tok
yuji-hatakeyama/opencode-gpt-imagegen npmjs.com OpenCode plugin: image generation via your ChatGPT subscription or OpenAI API 90 Claude Code, Codex, OpenCode 2 1,112 tok
liyana31811/Codexless Let ChatGPT use Codex's local toolbox, then call Codex only when needed. 90 Claude Code, Codex 1
oaslananka/kicad-mcp-pro oaslananka.github.io AI-ready MCP server for KiCad: automate schematic, PCB, ERC/DRC, DFM, BOM and manufacturin 90 Claude Code, Codex, OpenCode 9 427 tok
hollobit/assembly-api-mcp MCP for National Assembly APIs | 100% access to 276 National Assembly APIs and 8 National 90 Claude Code 7 692 tok
microsoft/Microsoft-AI-Decision-Framework Evidence-based decision framework for selecting the right Microsoft AI technology (M365 Co 90 Claude Code, GitHub Copilot 3 5,188 tok
timharris707/modeldeck modeldeck.ai macOS menu bar app that tracks usage limits across all your Claude Code and Codex CLI acco 90 Claude Code 1 324 tok
karanshukla/openresto openres.to A simple, focused booking management system for restaurants, bars, cafes and more. Set up 90 Claude Code 3 21,238 tok
tensorkithq/openbeam openbeam.tensorkit.ai a desktop application for real-time Bible verse detection during live sermons. 🙂 90 Claude Code 1
r-lib/downlit downlit.r-lib.org Syntax Highlighting and Automatic Linking 90 Claude Code, Codex, OpenCode 2 1,253 tok
base44/skills 89 Claude Code 4
automagik-dev/forge automagik.dev The Vibe Coding++™ platform - orchestrate multiple AI agents, experiment with isolated att 89 Claude Code, Codex, OpenCode 14 4,324 tok
prime-radiant-inc/streamlinear A lightweight Linear MCP server for Claude Code that exposes one tool with action dispatch 89 Claude Code, Codex, OpenCode 2 1,716 tok
istarwyh/mcpadvisor MCP Advisor & Installation - Use the right MCP server for your needs 89 Claude Code 7 4,081 tok
coralogix/canopy Canopy - the open-source agent workspace runtime 89 Claude Code 1 885 tok
bluzir/claude-pipe File-First Agent Orchestration. Readable agents. Inspectable state. Predictable costs. 89 Claude Code 1 1,939 tok
clouvet/sprite-mobile A PWA chat UI for accessing Claude Code on a Sprite 89 Claude Code 1 285 tok