How real projects configure their agents

23,614 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
mobile-next/mobilewright mobilewright.dev Mobilewright is a dev framework for Mobile App Testing and Automation. It allows testing i 466 Claude Code, Codex, OpenCode 2 1,160 tok
PleasePrompto/ductor ductor.dev Control Claude Code, Codex CLI and Gemini CLI from Telegram. Live streaming, persistent me 465 Claude Code, Codex, Gemini CLI, OpenCode 3 5,146 tok
longbridge/openapi open.longbridge.com Longbridge OpenAPI SDK Base. 465 Claude Code, Codex, OpenCode 2 1,876 tok
SynaLinks/synalinks synalinks.com Keras based framework for neuro-symbolic LM systems 464 Claude Code, Codex, OpenCode 2 1,614 tok
john-rocky/coreai-model-zoo john-rocky.github.io Downloadable models and conversion recipes for Apple's Core AI on iPhone and Mac. Chat, vi 464 Claude Code, Codex, OpenCode 2 2,954 tok
Alexwtlf/agentic-product-demo Create polished product demo videos with AI coding agents and Remotion. The UI is code, no 464 Claude Code, Codex, OpenCode 2 1,158 tok
yibie/skills-manager gtdstudy.com A native macOS app to manage skills across coding agents — Claude Code, Cursor, Copilot CL 463 Claude Code, Codex, OpenCode 2 821 tok
kitlangton/effect-solutions effect.solutions A guide to writing idiomatic Effect code. 463 Claude Code, Codex, OpenCode 2 1,877 tok
ParetoSecurity/pareto-mac paretosecurity.com Automatically audit your Mac for basic security hygiene. 463 Claude Code, Codex, OpenCode 2 2,744 tok
ZhangHanDong/agent-spec zhanghandong.github.io `agent-spec` is an AI-native BDD/spec verification tool for task execution. 462 Claude Code, Codex, Cursor, OpenCode 4 7,438 tok
azerothcore/Keira3 azerothcore.org Official Database Editor for AzerothCore. Completely open-source and cross-platform, buil 462 Claude Code, Codex, OpenCode 4 442 tok
Dicklesworthstone/ntm Named Tmux Manager: a Go control plane to spawn, tile, and coordinate multiple AI coding a 462 Codex, OpenCode 1 10,850 tok
naw103/foremerge foremerge.com Catch intent conflicts before code conflicts. The open-source coordination protocol for co 462 Claude Code, Codex, OpenCode 3 2,092 tok
cnfjlhj/ai-collab-playbook Practical AI collaboration playbook for research, writing, reading, and coding: article, p 461 Claude Code, Codex, OpenCode 2 3,413 tok
LTplus-AG/ifc-lite ifclite.dev Parse, view, query, edit, validate and export building models. Browser-first WebGPU viewer 461 Claude Code, Codex, Cursor, OpenCode 4 10,812 tok
erp-mafia/accounted accounted.se The Open Source ERP Built for Agents 461 Claude Code, Codex, OpenCode 47 4,774 tok
mudrii/openclaw-dashboard A beautiful, zero-dependency command center for OpenClaw AI agents 460 Claude Code, Codex, Gemini CLI, OpenCode 8 2,571 tok
OpenAgentsInc/openagents openagents.com The Agent Network 460 Codex, OpenCode 1 3,494 tok
jabrena/plinth jabrena.github.io Plinth is an AI-native engineering toolkit for modern Java enterprise SDLC, built around r 460 Codex, OpenCode 1 3,046 tok
browser-use/bux tiktok.com Browser Use Box: a 24/7 Claude Code agent for Playwright-style browser automation with Bro 460 Codex, OpenCode 1 5 tok
FlareStarter/flarestarter flarestarter.com A full-stack, edge-native SaaS starter built with TanStack Start + Cloudflare Workers 460 Claude Code, Codex, OpenCode 2 772 tok
parawanderer/OpenTagViewer Track your AirTags, Apple and Google FindMy devices and custom tags in one place on Androi 460 Claude Code, Codex, OpenCode 7 15,806 tok
matty69v/Bug-Bounty-Agents m-sec.tech AI-Powered Agents for Bub-Bounty Pentesting and Red-Teaming purposes 459 Codex, OpenCode 1 1,166 tok
NVlabs/SimFoundry Modular and Automated Scene Generation for Policy Learning and Evaluation 459 Codex, OpenCode 1 4,224 tok
HazAT/pi-config My personal pi coding agent configuration - skills and extensions 458 Codex, OpenCode 1 2,461 tok
Episkey-G/GrokSearch-rs Rust MCP server for Grok web search and Tavily-backed source retrieval 458 Codex, OpenCode 1 758 tok
astronomer/agents astronomer.io AI agent tooling for data engineering workflows. 458 Claude Code, Codex, OpenCode 2 790 tok
MotherofallVPNs/MoaV moav.sh Mother of all VPNs Server Stack 458 Claude Code, Codex, OpenCode 2 2,869 tok
evex-dev/linejs linejs.evex.land LINEJS is a JavaScript library for creating a LINE SelfBot. 458 Codex, OpenCode 1 1,111 tok
derek-larson14/obsidian-claude-sidebar Run Claude Code, Codex, and other agent CLIs in Obsidian 457 Claude Code, Codex, OpenCode 2 2,780 tok
YingSuiAI/dirextalk-deployer 457 Codex, OpenCode 1 3,077 tok
Lex-Inc/roughdraft roughdraft.page Review markdown docs in a nice interface that lets you leave comments 457 Claude Code, Codex, OpenCode 4 2,503 tok
Dicklesworthstone/cass_memory_system Procedural memory for AI coding agents: transforms scattered session history into persiste 457 Codex, OpenCode 1 9,237 tok
zamesin/Next-Move-Theory-Canon-and-Skills nextmovetheory.com Claude Code skills for product market research, value props, PRDs, and go-to-market — plus 457 Claude Code, Codex, OpenCode 2 12,336 tok
suzuki-shunsuke/ghtkn A CLI to create short-lived (8 hours) GitHub App User Access Token for secure local develo 457 Claude Code, Codex, OpenCode 2 19 tok
lisachenko/z-engine :zap: PHP Engine Direct API 456 Codex, OpenCode 1 5,224 tok
aboul3ata/lazyweb-skill Lazyweb agent skills: start with /lazyweb:lazyweb-welcome, free screenshot references, opt 455 Claude Code, Codex, OpenCode 2 1,291 tok
vercel-labs/marketing-team-eve-template vercel.com Team of marketing agents built on eve. 455 Claude Code, Codex, OpenCode 2 5,554 tok
koaning/wigglystuff koaning.github.io A collection of creative AnyWidgets for Python notebook environments 455 Claude Code, Codex, OpenCode 2 5,577 tok
Arvo-AI/aurora aurorasre.ai Aurora — Open source AI-powered agentic incident management & root cause analysis for SREs 454 Claude Code, Codex, OpenCode 2 4,853 tok
edgestorejs/edgestore edgestore.dev 454 Codex, OpenCode 1 509 tok
HangYu8123/HarnessFlow Harness coding workflow for codex, claude, github copilot 453 Claude Code, Codex, OpenCode 18 2,605 tok
m98/fluent The AI Language Learning Kit for Claude Code and others 453 Claude Code, Codex, OpenCode 7 5,096 tok
boshu2/agentops 12factoragentops.com DevOps discipline for AI coding agents: shape the work, track it as a graph, and get each 452 Claude Code, Codex, OpenCode 2 3,022 tok
arcanite24/gb-recompiled Static recompiler for Game Boy and Game Boy Color ROMs that emits portable C projects with 452 Codex, OpenCode 1 2,762 tok
zapier/zapier-mcp docs.zapier.com Official plugin distribution for the hosted Zapier MCP server. Install it in your AI clien 452 Claude Code, Codex, OpenCode 2 1,367 tok
computerlovetech/agr computerlovetech.github.io Educational package-manager project for AI agent skills. Not actively maintained. 451 Claude Code, Codex, OpenCode 2 574 tok
leonvanzyl/agentic-coding-starter-kit 451 Claude Code, Codex, OpenCode 27 351 tok
DY-2026/GameDesignOS Local-first game design OS for AI agents: turn sessions into evidence, experiments, review 451 Codex, OpenCode 1 972 tok
linuz90/claude-telegram-bot 450 Codex, OpenCode 1 1,448 tok