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
elastic/integrations elastic.co 339 Claude Code, Codex 4 77 tok
berelevant-ai/slopless npmjs.com Deterministic textlint rules and CLI for catching prose slop in English Markdown. 339 Codex, OpenCode 1 2,010 tok
michaelwilhelmsen/humla humla.team Open-source AI meeting notes for Mac. Records mic + system audio with no bot, transcribes 339 Claude Code, Codex, OpenCode 2 38,817 tok
dolthub/doltlite dolthub.com DoltLite - Version Controlled SQLite 339 Codex, OpenCode 1 4,442 tok
alireza787b/mavsdk_drone_show Open-source MAVLink fleet operations for PX4: SITL, drone shows, search and rescue, cooper 338 Claude Code, Codex, Gemini CLI, OpenCode 3 2,153 tok
ScottRBK/forgetful Opensource Memory for Agents 338 Claude Code, Codex, OpenCode 2 875 tok
doza62/opencode-mobile OpenCode react native client for IOS, Android and Web. 338 Codex, OpenCode 1 2,493 tok
Fannon/search-bookmarks-history-and-tabs chromewebstore.google.com Browser extension to search bookmarks, history and tabs. Supports tagging and fuzzy search 338 Codex, OpenCode 1 1,360 tok
zippoxer/subtask Claude Skill to do your tasks with subagents in Git worktrees 337 Claude Code, Codex, OpenCode 3 2,213 tok
Kxiandaoyan/Memoh-v2 A humanized agent several times more powerful than OpenClaw; it has everything Lobster has 337 Codex, OpenCode 1 8,046 tok
oguzbilgic/agent-kernel agent-kernel.dev Minimal kernel to make any AI coding agent stateful. Clone, point your agent, go. 337 Codex, OpenCode 1 546 tok
jayminwest/mulch Growing Expertise for Coding Agents — structured expertise files that accumulate over time 337 Claude Code, Codex, OpenCode 9 6,322 tok
GainSec/AutoProber gainsec.com Hardware hacker’s flying probe automation stack for agent-driven target discovery, micro 337 Codex, OpenCode 1 1,559 tok
rhett-lee/nim_duilib An improved version of the duilib UI library supporting Windows/Linux/MacOS platforms (bas 337 Claude Code, Codex 2 1,475 tok
PageAI-Pro/ralph-loop ralphloop.sh A long-running AI agent loop. Ralph automates software development tasks by iteratively wo 337 Claude Code, Codex, OpenCode 13 374 tok
sveltejs/ai-tools mcp.svelte.dev The official svelte MCP for all your agentic needs. 337 Claude Code, Codex 3 922 tok
loulanyue/spec-kit-zh Chinese-localized spec-driven development toolkit for Codex, Claude Code, Cursor, and othe 336 Claude Code, Codex, OpenCode 1 3,968 tok
harperreed/dotfiles Dotfiles. Managed by YADM 336 Claude Code, Codex 40 —
vlinx-io/VelaTerm velaterm.com VelaTerm = Codex + iTerm2, The Best ADE for AI Coding 336 Codex, OpenCode 1 4 tok
lovisdotio/motion2code Skills for coding agents: rebuild a motion design video as looping SVG + GSAP code, checke 336 Codex, OpenCode 1 482 tok
fullstack-development/front-end-best-practices Set of best practices that you can use as checklist for your project. 335 Claude Code, Codex, OpenCode 2 516 tok
BitBoxSwiss/bitbox-wallet-app bitbox.swiss The BitBoxApp for desktop and mobile. 335 Codex, OpenCode 1 2,963 tok
stretchcloud/deepscrape 335 Codex, OpenCode 1 854 tok
JNTMTMTM/eIsland dev.electronisland.com eIsland - A sleek, Apple Dynamic Island inspired floating widget for Windows, built with E 335 Claude Code, Codex, Gemini CLI, Kiro, OpenCode 22 3,201 tok
buildswithpaul/Frappe_Assistant_Core docs.assistantcore.cloud Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model C 335 Claude Code, Codex, OpenCode 2 2,570 tok
InBrowserApp/InBrowserApp inbrowser.app 📦 InBrowser.App is a project to build and collect web apps that fully run in the browser 335 Claude Code, Codex, OpenCode 9 5,548 tok
kansoku-trade/kansoku kansoku.trade AI Stock Partner on Your Mac – Local Market Information, Multi-timeframe K-line, AI Intrad 335 Claude Code, Codex, OpenCode 2 3,207 tok
sazardev/shiki sazardev.github.io TUI note-taking app in Rust — Yazi-style navigation, notebooks as independent git repos, r 335 Claude Code, Codex, OpenCode 6 46,242 tok
alvinunreal/lazyskills lazyskills.sh mission control for agent skills 335 Codex, OpenCode 1 154 tok
robotocore/robotocore 334 Claude Code, Codex, OpenCode 3 8,510 tok
tuva-health/tuva-core thetuvaproject.com Main repo including core data model, data marts, data quality tests, and terminology sets. 334 Codex, OpenCode 1 4,808 tok
ChatPRD/tradclaw AI openclaw mom and household manager for agentic parenting 333 Codex, OpenCode 1 181 tok
AojdevStudio/Finance-Guru aojdevstudio.github.io Self-hosted family office engine: typed Python calculators, a private SQLite ledger, and s 333 Claude Code, Codex, OpenCode 7 2,163 tok
hypothesi/mcp-server-tauri hypothesi.github.io A Model Context Protocol (MCP) server and plugin for Tauri v2 development 333 Codex, Gemini CLI, OpenCode 2 2,500 tok
langfuse/skills langfuse.com Agent Skills for Langfuse, the open source LLM engineering platform for tracing, prompt ma 333 Claude Code, Codex, OpenCode 2 1,464 tok
AIDevGTM/gtm-cofounder gtmcofounder.com #1 Product of The Day @ Product Hunt. The GTM co-founder you don't have. Open-source GTM A 333 Codex, OpenCode 1 2,070 tok
Tenney95/AI-Canvas-tauri tenney95.github.io Local-first AI canvas for visual workflows, AI short dramas, image/video generation, story 333 Codex, OpenCode 1 12,012 tok
topocm/topocm_content topocondmat.org Course on topology in condensed matter 333 Codex, OpenCode 1 185 tok
hughjonesd/huxtable hughjonesd.github.io An R package to create styled tables in multiple output formats, with a friendly, modern i 333 Codex, OpenCode 1 834 tok
sakitam-fdd/ol3Echarts sakitam-fdd.github.io :earth_asia: :bar_chart: ol3Echarts | a openlayers extension to echarts 332 Codex, OpenCode 1 754 tok
alvarolorentedev/opencode-mobile getopencode.app Mobile app to interact with the opencode server. 332 Codex, OpenCode 1 2,634 tok
Dicklesworthstone/acip The Advanced Cognitive Inoculation Prompt 331 Codex, OpenCode 1 186 tok
thesysdev/openclaw-os openui.com The default workspace for OpenClaw 331 Codex, OpenCode 1 777 tok
InterfaceX-co-jp/genshijin interfacex-co-jp.github.io genshijin Primitive Man 🗿| An ultra-compressed communication skill for AI agents such as 331 Codex, GitHub Copilot, OpenCode 2 455 tok
SchroederNathan/clarity clarityspeech.app A speech companion app built with Expo 331 Claude Code, Codex, OpenCode 5 1,768 tok
nirholas/cryptocurrency.cv cryptocurrency.cv Free crypto news API - real-time aggregator for Bitcoin, Ethereum, DeFi, Solana & altcoins 331 Claude Code, Codex, OpenCode 3 3,311 tok
lbx154/Argus A self-evolving multi-agent system for autonomous research, operating 24/7 to explore, lea 331 Claude Code, Codex, GitHub Copilot 2 616 tok
m-xlsea/ruoyi-plus-soybean docs.ruoyi.xlsea.cn RuoYi-Plus-Soybean is a modern enterprise-grade multi-tenant management system that combin 331 Claude Code, Codex 27 —
opgginc/laravel-mcp-server op.gg A Laravel package for implementing secure Model Context Protocol servers using Streamable 330 Claude Code, Codex, OpenCode, Windsurf 3 2,674 tok
bborn/lewsnetter E-mail marketing application (create and send e-mail newsletter via SES). Includes subscri 330 Codex, OpenCode 1 2,323 tok