How real projects configure their agents

43,547 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
zjw-swun/old-code Classical Programming Skill (major open-source release!) 539 Claude Code 1
RandallLiuXin/GodotMaker randallliuxin.github.io Autonomous text-to-game pipeline for Godot, powered by Claude Code,Codex,Opencode 539 Claude Code 1 1,146 tok
UI5/webcomponents-react ui5.github.io A wrapper implementation for React of the UI5 Web Components that are compliant with the S 539 Claude Code 1 3,139 tok
steveclarke/real-world-rails 200+ production open source Rails apps & engines in one repo. Search across real codebases 538 Claude Code 1 270 tok
sinanata/unity-ui-toolkit-design-system sinanata.github.io Drop-in design system for Unity 6 UI Toolkit (UIDocument + PanelRenderer, UXML + USS): tok 538 Codex, GitHub Copilot, OpenCode 2 3,548 tok
tt-a1i/hive hivehq.dev Browser-native hive-mind for CLI coding agents — Claude Code, Codex, Gemini, and OpenCode 538 Claude Code, Codex, OpenCode 2 879 tok
kitlangton/stack 538 Claude Code, Codex, OpenCode 2 1,111 tok
OSideMedia/higgsfield-ai-prompt-skill higgsfield.ai Claude AI skill for cinematic Higgsfield AI prompts — 32 sub-skills covering Seedance 2.5 537 Claude Code 2 1,353 tok
Ramilito/kubectl.nvim ⎈ Streamline your Kubernetes management within Neovim—control and monitor your cluster sea 537 Claude Code 14 1,542 tok
tzachbon/smart-ralph Spec-driven development with smart compaction. Claude Code plugin combining Ralph Wiggum l 536 Claude Code, Codex, OpenCode 3 1,911 tok
Dimillian/IcySky A BlueSky Client. TBD. 535 Claude Code 1 2,696 tok
agnt-gg/agnt agnt.gg The local-first operating system for building, running, and improving AI agents, workflows 535 Claude Code 1 4,841 tok
deerwork-ai/deer-workflow deerwork-ai.github.io An open-source graph engineering runtime that keeps orchestration in TypeScript and delega 535 Claude Code, Codex, OpenCode 2 4,147 tok
Abilityai/trinity ability.ai Self-hosted AI Agents Platform supporting Claude Code, Codex, Gemini agents. Apache 2.0. 535 Claude Code, Codex, OpenCode 2 8,414 tok
ioniks/MarkdownTaskManager Local-first Kanban task manager 534 Claude Code 1
gemini-cli-extensions/code-review Google's Code Review extension for the Gemini CLI that reviews your code changes 534 Gemini CLI 1 95 tok
stablyai/agent-slack onorca.dev Slack automation CLI for AI agents 534 Codex, OpenCode 1 116 tok
ClickHouse/agent-skills clickhouse.ai The official Agent Skills for ClickHouse and ClickHouse Cloud 534 Codex, OpenCode 1 1,897 tok
evolution-foundation/evo-nexus openclaude.evolutionfoundation.com.br The open source operating system for AI-powered businesses 533 Claude Code 5
AAAAAAAJ/slides slides generates prompts for various expression styles 533 Claude Code 1 782 tok
butterbase-ai/butterbase-skills Plugin for Butterbase.ai 533 Claude Code 1 3,437 tok
ArtemXTech/personal-os-skills lab.artemzhutov.com Claude Code skills for Obsidian | Claude Code x Obsidian Lab starts May 5 533 Claude Code 1 449 tok
tarampampam/webhook-tester wh.tarampamp.am 🔭 Powerful tool for testing WebHooks and more 533 Codex, GitHub Copilot, OpenCode 2 1,462 tok
vibeeval/vibecosystem AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi- 531 Codex, OpenCode 1 241 tok
chorus-codes/chorus chorus.codes Multi-LLM peer review for code decisions. Bring your own CLI; Chorus convenes 2-4 other LL 531 Claude Code, Codex, OpenCode 2 79 tok
wbh604/fund-guy-skill wbh604.github.io Oops, I’m surrounded by gay men! So people may ask: “Streamer, is there a simple and easy 531 Claude Code, Codex, OpenCode 3 843 tok
guokaigdg/react-seed guokaigdg.github.io 🌱 React Seed: A seed, infinite possibilities. React Seed seed project, one seed with infi 530 Codex, OpenCode 1 5,007 tok
sc932/resume My CV/resume in LaTeX. 530 Codex, OpenCode 1 1,794 tok
InvadingOctopus/comedot store.godotengine.org Godot template and component-based framework for 2D games. 530 Codex, OpenCode 1 3,289 tok
FutureExcited/vibe-rules Save, load, distribute your AI rules 529 GitHub Copilot 1 47 tok
shivprime94/file-itr 529 Claude Code, Codex, OpenCode 2 539 tok
facebook/meta-wearables-dat-ios Meta Wearables Device Access Toolkit for iOS 529 Codex, GitHub Copilot, OpenCode 2 15,817 tok
8beeeaaat/touchdesigner-mcp npmjs.com MCP server for TouchDesigner 529 Claude Code, Codex, OpenCode 9 2,772 tok
suboss87/FDEOps fdeops.io Forward deployed engineering skills for AI coding agents. 529 Codex, OpenCode 1 362 tok
Shpigford/nurb nurb.dev Agentic CAD for 3D printing 529 Claude Code, Codex, OpenCode 5 4,129 tok
truecourse-ai/truecourse truecourse.dev AI-powered architecture analysis and code intelligence. Detects circular deps, layer viola 528 Claude Code, Codex, OpenCode 2 9,004 tok
OpenLabs-so/openanalytics getopen.so Open-source, privacy-first and cookieless web analytics with revenue attribution and an MC 528 Codex, OpenCode 1 1,276 tok
Lynavo/lynavo-drive drive.lynavo.io LynavoDrive (Lynavo Drive) by Lynavo - an open-source alternative to iCloud and Google Pho 527 Codex, OpenCode 1 2,750 tok
Obiente/nc-native nc-native.obiente.dev Adaptive native Nextcloud client for mobile and desktop, with dynamic support for the wide 527 Codex, GitHub Copilot, OpenCode 2 8,419 tok
ehmo/platform-design-skills Platform design skill pack: 300+ rules for Apple HIG, Material Design 3, and WCAG 2.2 acro 526 Claude Code, Codex, OpenCode 2 218 tok
jaylfc/taOS taos.my Self-hosted AI agent OS. Your memory, chat, agents, and files stay on hardware you own, of 526 Claude Code, Codex, OpenCode 4 277 tok
askalf/dario npmjs.com Use your Claude and ChatGPT subscriptions in Cursor, Cline, Aider, Claude Code and the Age 526 Claude Code 1 634 tok
yashmulgaonkar/FlightScnr_Pi Desktop flight and marine radar: a real-time aircraft and marine vessel tracker powered by 526 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,865 tok
allenhutchison/obsidian-gemini allenhutchison.github.io An obsidian plugin to interact with Google Gemini 525 Claude Code, Codex, Gemini CLI, OpenCode 11 7,929 tok
ex-machina-co/opencode-anthropic-auth 525 Codex, OpenCode 1 132 tok
NVIDIA/cosmos-framework Our inference and training framework to run on the Cosmos Models 525 Claude Code, Codex, OpenCode 6 1,920 tok
firstintent/ccteam ccteam turns the coding agents you already run (Claude Code, Codex, Grok, DeepSeek Harness 525 Claude Code, Codex, OpenCode 3 7,466 tok
transilienceai/communitytools transilience.ai Open-source Claude Code skills, agents, and slash commands for AI-powered penetration test 524 Claude Code 2 1,060 tok
nirholas/XActions xactions.app ⚡ The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/G 524 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 11 8,439 tok
GMGNAI/gmgn-skills gmgn.ai GMGN OpenAPI skills for AI Agent — query tokens, wallets, and market data, and execute on- 524 Claude Code 1 3,155 tok