How real projects configure their agents

24,692 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
chandra447/pi-hermes-memory Hermes-style persistent memory and learning loop for Pi coding agent 514 Claude Code, Codex, OpenCode 2 1,014 tok
apmantza/pi-lens npmjs.com Real-time code feedback for pi — LSP, linters, formatters, structural analysis 514 Claude Code, Codex, OpenCode 13 17,664 tok
gnh1201/welsonjs welson.js.org WelsonJS - Built-in JavaScript for Industrial Automation on Windows 513 Codex, OpenCode 1 1,972 tok
jayminwest/warren app.warren.run Run coding agents like infrastructure, not terminal sessions. Warren manages isolation, li 513 Claude Code, Codex, OpenCode 9 12,623 tok
davekilleen/Dex Your AI Chief of Staff — a personal operating system starter kit that adapts to your role. 512 Claude Code, Codex, OpenCode 9 11,057 tok
KubeezMedia/kubeez-scroll-world-video kubeezmedia.github.io Scroll-scrubbed 'fly through the world' burger demo, generated with Kubeez. Live: meepcast 512 Codex, OpenCode 1 529 tok
kenn-io/kata katatracker.com Local-first issue tracking for AI-assisted software work, with an agent-friendly CLI and h 512 Claude Code, Codex, OpenCode 4 6,234 tok
dogwood-policy/dogwood dogwood-policy.github.io Reference parser and interpreter for the Dogwood policy language 512 Claude Code, Codex, OpenCode 6 854 tok
JustinBeckwith/retry-axios 🦖 A super flexible interceptor for Axios that makes it easy to retry requests. 512 Codex, Gemini CLI, OpenCode 2 2,313 tok
code-yeongyu/senpi pi had nothing (nothing), so I made something (something) — sorry mariozechner-senpai, I w 511 Claude Code, Codex, OpenCode 5 5,222 tok
Tommy-yw/RunbookHermes Hermes-native AIOps agent for evidence-driven incident response, approval-gated remediatio 510 Codex, OpenCode 1 8,292 tok
spinspire/pocketbase-sveltekit-starter a starter project to build a SvelteKit frontend with PocketBase backend 510 Codex, OpenCode 1 1,410 tok
TanStack/devtools tanstack.com 🤖 Framework-agnostic devtools panel for handling TanStack libraries devtools and your cus 510 Codex, OpenCode 1 92 tok
Hainrixz/open-carrusel AI-powered Instagram carousel builder. Chat with Claude to design slides; export as PNGs a 510 Claude Code, Codex, OpenCode 6 844 tok
yogsoth-ai/de-anthropocentric-research-engine Give an AI a research direction: it runs literature synthesis, gap validation, hypothesis 510 Codex, OpenCode 1 278 tok
a2aproject/a2a-java a2aproject.github.io Official Java SDK for the Agent2Agent (A2A) Protocol 509 Claude Code, Codex, OpenCode 5 1,853 tok
mxyhi/ok-skills Curated AI coding agent skills and AGENTS.md playbooks for Codex, Claude Code, Cursor, Ope 509 Codex, OpenCode 1 521 tok
av/remotion-bits remotion-bits.dev Ready-made animated components for Remotion — charts, transitions, text reveals, and more 509 Claude Code, Codex, OpenCode 3 1,515 tok
ryantsai/KKTerm kkterm.ryantsai.com Super-tool for vibe coders & system admins — terminals, SSH, SFTP, RDP/VNC, dashboards, in 509 Claude Code, Codex, OpenCode 3 3,228 tok
managedcode/dotnet-skills skills.managed-code.com One of the largest .NET-focused skill collections for AI coding assistants, with a catalog 508 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 14,250 tok
Jia-Ethan/grok-keysmith Preview-first Grok Build instruction deployment with compat and hook isolation, durable re 508 Codex, OpenCode 1 822 tok
VikashLoomba/copilot-mcp discord.gg A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with Gi 507 Claude Code, Codex, OpenCode 2 4,006 tok
ericboy0224/learn-docker-and-k8s Interactive AI-driven game to learn Docker, Linux, networking & Kubernetes. Open in Claude 507 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 14 796 tok
dkyazzentwatwa/project-starbeam linktr.ee The Ultimate ESP32 Jammer w/ 5 Radios. #RIPflipper -- V2 OUT NOW 507 Claude Code, Codex, OpenCode 2 7,959 tok
pilinux/gorest Go RESTful API starter kit with Gin, JWT, GORM (MySQL, PostgreSQL, SQLite), Redis, Mongo, 506 Claude Code, Codex, OpenCode 2 8,088 tok
TheRealSavi/iOpenPod iopenpod.com Free, open-source iPod manager and iTunes alternative for Windows, macOS, and Linux. Sync 505 Codex, OpenCode 1 1,510 tok
PV-Bhat/vibe-check-mcp-server pruthvibhat.com Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vi 504 Codex, OpenCode 1 420 tok
papercomputeco/stereOS stereos.ai A Linux based operating system hardened and purpose built for AI agents 504 Codex, OpenCode 1 884 tok
GoDiao/dreamcoder godiao.github.io A fully open-source desktop programming workstation based on Claude Desktop | https://godi 504 Codex, OpenCode 1 1,786 tok
timoncool/ACE-Step-Studio timoncool.github.io Portable AI music generator — full songs with vocals, covers, music videos. One-click inst 504 Codex, OpenCode 1 144 tok
codesstar/loci Memory Palace for AI — persistent memory, identity, and multi-project orchestration for Cl 504 Claude Code, Codex, OpenCode 5 258 tok
intelligencedev/manifold intelligence.dev Manifold is an experimental platform for enabling long horizon workflow automation using t 503 Claude Code, Codex, OpenCode 2 4,630 tok
deonmenezes/mantishack mantishack.com Mantis Hack 503 Codex, OpenCode 25 5,183 tok
MaxKmet/idea-validation-agents AI agents that act as your personal venture analyst - from startup idea brainstorming to f 503 Claude Code, Codex, OpenCode 18 2,155 tok
ChenChenyaqi/learn-anything Learn Anything is an AI-powered recursive learning system — Socratic deep-dives and TDD-st 503 Claude Code, Codex, OpenCode 2 1,052 tok
frenzymath/Danus Orchestrating Mathematical Reasoning Agents with Fact-Graph Memory 502 Claude Code, Codex, OpenCode 5 2,595 tok
duckbugio/flock roost.duckbug.io Autonomous AI dev-team bot 501 Claude Code, Codex, Gemini CLI, OpenCode 4 393 tok
epam/ai-dial-chat chat.dialx.ai A default UI for AI DIAL 501 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 56 2,530 tok
shadcn-labs/agentcn agentcn.run shadcn/ui, but for building agents. 🤖 501 Claude Code, Codex, Cursor 4 —
istvan-ujjmeszaros/touchspin Touch-friendly numeric spinner for React, Tailwind, and vanilla JavaScript 499 Claude Code, Codex, OpenCode 3 3,373 tok
OpenLegged/URDF-Studio urdf.enkeebot.com URDF-Studio is a web-based visual URDF robot modeler with 3D workspace, structured skeleto 499 Claude Code, Codex, OpenCode 2 2,849 tok
vikiboss/r2-web r2.viki.moe 📁 A lightweight, elegant, pure-browser Cloudflare R2 file manager. Everything happens rig 498 Codex, OpenCode 1 1,644 tok
GlitterKill/sdl-mcp Symbol Delta Ledger (SDL-MCP) is a policy-centered context budget layer for coding agents: 497 Claude Code, Codex, OpenCode 5 3,059 tok
daha1216/dsh-adult-tension DeepSeek-native armor-piercing 18+ interactive narrative Skill: lifelike NPCs (with memory 497 Claude Code, Codex, OpenCode 2 35 tok
saltbo/agent-kanban agent-kanban.dev An agent-first task board, Take human out of the loop. 496 Claude Code, Codex, OpenCode 6 643 tok
agent-next/polymarket-paper-trader polymarket-leaderboard.com Paper trading simulator for Polymarket 496 Claude Code, Codex, OpenCode 3 1,272 tok
0xnyn/canary QA harness built for Claude Code | E2E testing with screen recordings, console logs, netwo 495 Claude Code, Codex, OpenCode 2 1,661 tok
tonbistudio/hermes-multi-agent-workflow 495 Codex, OpenCode 1 1,473 tok
haoruilee/awesome-agent-native-services theagentnative.com A curated list of agent-native services and infrastructure for AI agents: email, browsers, 495 Codex, Cursor, OpenCode 2 2,014 tok
allgpt-co/QuickVoice quickvoice.co Open-source, self-hostable platform for building and operating AI phone agents. 494 Claude Code, Codex 66 —