How real projects configure their agents

32,116 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
jlevy/simple-modern-uv A powerful, minimal agent skill and template for modern Python projects with uv 299 Claude Code, Codex, OpenCode 5 765 tok
zipxing/rust_pixel Tile-first. Retro-ready. Write Once, Run Anywhere—2D Engine! 299 Claude Code 1
ScottRBK/forgetful Opensource Memory for Agents 299 Claude Code, Codex, Gemini CLI, OpenCode 3 411 tok
fivetaku/cc101 cc101.axwith.com Claude Code Korean Beginner Guide | Korean Beginner Guide for Claude Code 299 Claude Code 1 1,173 tok
zhaihao118/Micro-Drama-Skills An AI-driven end-to-end short-drama production automation system. Uses Claude Skills to im 299 Claude Code 4
ai-analyst-lab/ai-analyst AI Product Analyst — Claude Code-powered data analysis toolkit 298 Claude Code 3 2,069 tok
Unagi-cq/cdp-bridge-mcp MCP server that bridges clients to a real browser through CDP and a companion extension. 298 Claude Code 1 874 tok
myICOR/myPKA myicor.com AI-powered Personal Knowledge Assistance in a folder. Built on the ICOR methodology. Plain 298 Claude Code, Codex, OpenCode 8 6,334 tok
mcneel/RhinoAI mcneel.github.io AI features for Rhino 298 Claude Code, Codex, OpenCode 3 439 tok
abersheeran/kui kui.aber.sh An easy-to-use web framework. Supports both WSGI and ASGI modes. Gevent or asyncio, this i 297 Claude Code, Codex, OpenCode 2 120 tok
JSONbored/awesome-claude heyclau.de HeyClaude is a curated registry and distribution surface for Claude and AI-workflow assets 297 Claude Code, Codex, OpenCode 2 1,458 tok
u-ichi/reviewable-html-workbench Claude Code / Codex CLI plugin for generating reviewable HTML documents with preview, inli 297 Claude Code, Codex, OpenCode 3 1,075 tok
runtm-ai/runtm runtm.com Open-source sandboxes where coding agents build and deploy. Spin up isolated environments 297 Claude Code 1 1,217 tok
Aperivue/medsci-skills aperivue.com Agent Skills for medical research — literature search, reporting-guideline & citation chec 297 Claude Code 1 508 tok
hsingjui/ContextWeaver ContextWeaver is a tool based on the MCP protocol that uses Tree-sitter and vector search 297 Claude Code, Codex, OpenCode 10 856 tok
Arkya-AI/claude-context-os arkya.ai A complete operating system for Claude that prevents context loss and makes multi-session 296 Claude Code 4 687 tok
PageAI-Pro/ralph-loop ralphloop.sh A long-running AI agent loop. Ralph automates software development tasks by iteratively wo 296 Claude Code, Codex, OpenCode 13 374 tok
sgl-project/rbg rolebasedgroup.github.io A workload for deploying LLM inference services on Kubernetes 296 Claude Code 1
neon-solutions/add-mcp add-mcp.com The open MCP config tool - npx add-mcp 296 Claude Code, Codex, OpenCode 2 632 tok
nkarasiak/qgis-mcp Connect QGIS to AI agent through the Model Context Protocol (MCP) 296 Claude Code 3 3,710 tok
vizra-ai/vizra-adk Build, test, and deploy intelligent AI agents the Laravel way 295 Claude Code 1 2,486 tok
prisma/language-tools marketplace.visualstudio.com 🌐 Prisma Language Tools = Language Server and Prisma's VS Code extension. 295 Claude Code, Codex, OpenCode 2 807 tok
microsoft/Build-CLI build.microsoft.com Experience Microsoft Build, directly from your terminal, with GitHub Copilot CLI and the M 295 Claude Code, Codex, OpenCode 1 946 tok
HarmonicSecurity/claudit-sec Security audit tool for Claude Desktop and Claude Code on macOS — single-command visibilit 295 Claude Code 1 2,074 tok
InBrowserApp/InBrowserApp inbrowser.app 📦 InBrowser.App is a project to build and collect web apps that fully run in the browser 295 Claude Code, Codex, OpenCode 9 5,426 tok
daydreamlive/DEMON daydreamlive.github.io DEMON: Diffusion Engine for Musical Orchestrated Noise 295 Claude Code, Codex, OpenCode 2 1,353 tok
GreyhavenHQ/greywall greywall.io Container-free, deny-by-default sandbox for AI coding agents. Kernel-enforced filesystem, 295 Claude Code 1 749 tok
SirAllap/agentglass sirallap.github.io 🛰 Every AI coding agent on your machine, on one screen — live cost, tokens and tool calls 295 Claude Code 1 1,982 tok
pskoett/pskoett-ai-skills Skills for AI agents 295 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,836 tok
Dicklesworthstone/ultimate_bug_scanner Static analysis tool that catches 1000+ bug patterns across all popular programming langua 295 Claude Code, Codex, OpenCode 3 9,306 tok
PlamenTSV/plamen Autonomous Web3 security audit agent for Claude Code 295 Claude Code, Codex 1 1,396 tok
mrgoonie/human-mcp human.goclaw.sh Bringing Human Capabilities to AI Agents 294 Claude Code 42 269 tok
SAP/fundamental-ngx sap.github.io Fundamental Library for Angular is SAP Design System Angular component library 294 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 19 5,994 tok
xiaotonng/pikiloom xiaotonng.github.io Put the world's smartest AI agents & plugins in your pocket 294 Claude Code, Codex, OpenCode 2 1,624 tok
asdecided/core asdecided.com Native deterministic engine and read-only MCP server for engineering decisions. 294 Claude Code, Codex, GitHub Copilot, OpenCode 8 10,859 tok
wordflowlab/article-writer A tool for writing WeChat Official Account articles using Claude Code, Cursor, Codex, and 294 Claude Code, Codex, OpenCode 2 286 tok
sazardev/shiki sazardev.github.io TUI note-taking app in Rust — Yazi-style navigation, notebooks as independent git repos, r 294 Claude Code, Codex, OpenCode 6 39,475 tok
OpenZeppelin/contracts-wizard wizard.openzeppelin.com Interactive smart contract generator based on OpenZeppelin Contracts. 294 Claude Code 1
photon-hq/cli npmjs.com Use Photon in your terminal 293 Claude Code, Codex, OpenCode 2 1,482 tok
sudocode-ai/sudocode sudocode.ai Lightweight agent orchestration dev tool that lives in your repo 293 Claude Code 12
AgriciDaniel/claude-canvas agricidaniel.com AI-orchestrated visual production for Obsidian Canvas. Create presentations, flowcharts, m 293 Claude Code 1 481 tok
fstandhartinger/ralph-wiggum Ralph Wiggum: Autonomous AI coding with spec-driven development. Point your AI agent here 293 Claude Code, Codex, Cursor, OpenCode 5 324 tok
chmonitor/chmonitor chmonitor.dev Open-source operational advisor for ClickHouse — real-time monitoring plus AI-driven index 293 Claude Code, Codex, Cursor, OpenCode 55 10,436 tok
lis186/ccxray ccxray.io X-ray vision for AI agent sessions — a transparent HTTP proxy and dashboard for Claude Cod 293 Claude Code, Codex, GitHub Copilot, OpenCode 22 7,613 tok
jvidalv/vital vital.josepvidal.dev Starter template for Vite with React (TypeScript). Supports Tailwind. Vitest and @react/te 292 Claude Code, Codex, OpenCode 2 7,726 tok
nanoAgentTeam/research-claw A self-hosted AI assistant for academic research — manages your papers, searches literatur 292 Claude Code 1 833 tok
ivo-toby/mcp-openapi-server MCP Server (Model Context Protocol) for turning OpenAPI specifications into a MCP Resource 292 Claude Code, Codex, Cursor, OpenCode 8 2,074 tok
ryanthedev/design-for-ai A Claude Code plugin that teaches visual design — typography, color, composition, proporti 292 Claude Code 1 2,787 tok
DanielPodolsky/ownyourcode ownyourcode.dev Claude Code workflow for AI-mentored development. Work efficiently with Spec-Driven Develo 292 Claude Code 30
coder/anyclaude Claude Code with any LLM 291 Claude Code, Codex, OpenCode 2 1,238 tok