How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
samber/cc-skills skills.sh 🧑‍🎨 A collection of agentic skills that works 242 Claude Code 1 15,385 tok
alibaba/loongsuite-pilot Local-first telemetry collector for AI coding agents — unified OpenTelemetry events for Cl 242 Claude Code, Codex, OpenCode 2 4,751 tok
TradersPost/pinescript-agents Claude Code toolset for developing TradingView pine scripts. 242 Claude Code 13 1,108 tok
U-C4N/Autocad-MCP pypi.org AutoCAD MCP server for AI agents (Claude, Cursor, any MCP client): 240+ tools to draw, edi 242 Claude Code 2 22,614 tok
ErikEJ/SqlServer.Rules 140+ T-SQL static code analysis rules for SQL Database Projects and ad-hoc scripts 242 Claude Code, GitHub Copilot 2 3,767 tok
aartiq/servicenow-mcp servicenow-mcp.com ServiceNow MCP server: 500+ tools and 26 AI capabilities for any AI (Claude, ChatGPT, Gemi 241 Claude Code 10 —
doka-guide/platform doka.guide Doki platform: templates, styles, scripts, and everything needed to build a website. 241 Claude Code, Codex, OpenCode 2 2,994 tok
montevive/penpot-mcp Penpot MCP server 241 Claude Code 1 875 tok
oculus-samples/Unity-MRMotifs The developer community is beginning to show the world why Mixed Reality can be special. D 241 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,089 tok
holtwood/awesome-cursorrules-zh holtwood.github.io A curated collection of Cursor AI programming rules | 132+ rules covering 32 areas, includ 241 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,162 tok
y5-snowies/nourish nourish.snowies.com Nourish OS. The modern way of using a computer. 241 Claude Code 3 7,388 tok
portainer/portainer-mcp portainer.io Official Portainer MCP server 241 Claude Code 2 4,637 tok
fluxcd/agent-skills fluxcd.io Skills to transform AI Agents into GitOps Engineers 241 Claude Code, Codex, OpenCode 2 823 tok
kklimuk/docx-cli Let AI agents edit Word documents without breaking them: fill in forms, update tables, res 241 Claude Code 2 11,089 tok
workersio/skills workers.io Agent skills to find and fix software bugs 241 Claude Code, Codex, OpenCode 4 1,126 tok
ilindaniel/ponytail-lite Stop agents from over-engineering. Inspired by Ponytail, but without the plugin madness. J 241 Codex, OpenCode 1 559 tok
coralogix/cx-cli This is the Coralogix CLI 241 Claude Code 2 3,560 tok
jdrhyne/agent-skills A collection of AI agent skills for Clawdbot, Claude Code, Codex 240 Codex, OpenCode 1 603 tok
lalitgehani/SnackBase snackbase.dev SnackBase is a Python/FastAPI-based BaaS providing auto-generated REST APIs, multi-tenancy 240 Claude Code, Codex, OpenCode 2 4,079 tok
johnkf5-ops/the-dev-squad Give Claude its own dev team: one supervisor, four specialists, and bulletproof plans/buil 240 Claude Code 1 —
PerforatedAI/PerforatedAI Add Dendrites to your PyTorch Project 240 Codex, OpenCode 1 438 tok
ericzakariasson/uber-eats-mcp-server 240 Cursor 1 17 tok
swingerman/ha-dual-smart-thermostat The `dual_smart_thermostat` is an enhaced verion of generic thermostat implemented in Home 240 Claude Code, GitHub Copilot 16 1,342 tok
lexler/skill-factory 240 Claude Code 1 132 tok
MigoXLab/webqa-agent Autonomous web browser agent that audits performance, functionality & UX for engineers and 240 Claude Code 1 4,877 tok
elvismdev/claude-wordpress-skills Professional WordPress engineering skills for Claude Code - performance optimization, secu 240 Claude Code 1 565 tok
Menghuan1918/drawio2go drawio2go.vercel.app A modern DrawIO editor application. AI-Powered, Human-AI Collaboration | AI-enhanced colla 240 Codex, OpenCode 1 9,319 tok
codemonkey85/PKMDS-Blazor pkmds.app PKMDS: Pokémon Save Editor for Web (no support for game hacks) 240 Claude Code, Codex, GitHub Copilot, OpenCode 8 5,037 tok
vixues/LeAgent vixues.com.cn Open-source desktop AI agent that gets work done — plans & self-corrects, agentic visual w 240 Codex, OpenCode 1 6,799 tok
ItamarZand88/CLI-Anything-WEB itamarzand88.github.io Claude Code plugin that generates production-grade Python CLIs for any web app. 20 CLIs an 240 Claude Code 2 3,270 tok
HexRaysSA/rax rax is a CPU emulator that checks its own work. 240 Codex, OpenCode 1 16,144 tok
ayutaz/piper-plus ayutaz.github.io Multilingual neural TTS (6 languages: JA/EN/ZH/ES/FR/PT, code supports SV) — C++, C#, Rust 240 Claude Code 29 11,698 tok
phuryn/grok-build-vscode afkpilot.com Grok Build, Muse Code, Claude, Codex & more in one place; GUI; AFK Pilot 240 Claude Code, Codex, OpenCode 3 11,035 tok
epilande/ccmux ccmux.dev 🔮 Run all your AI coding agents in tmux: jump to the one that needs you, spawn them into 240 Claude Code, Codex, OpenCode 4 6,479 tok
felipebarcelospro/igniter-js igniterjs.com Igniter is a modern, type-safe HTTP framework designed to streamline the development of sc 240 Codex, GitHub Copilot, Gemini CLI, OpenCode 8 26,005 tok
outlmd/outl outl.app Local-first outliner. Markdown is the source of truth. Sync that doesn't corrupt your tree 240 Claude Code, GitHub Copilot 24 31,606 tok
johnku2011/boilerplates-with-ai-skills boilerplates-with-ai-skills.vercel.app 239 Codex, OpenCode 1 936 tok
TryGhost/ActivityPub activitypub.ghost.org A full-featured ActivityPub server for networked publishing with Ghost 239 Claude Code, Codex, OpenCode 2 1,952 tok
Wangnov/claude-code-statusline-pro Pro statusline for Claude Code | Powerful Claude Code status bar 239 Claude Code 1 963 tok
barretlee/agent-pulse barretlee.github.io Evidence-backed AI industry intelligence — trends, source updates, daily data refreshes, a 239 Codex, OpenCode 1 2,533 tok
GoogleCloudPlatform/race-condition developers.google.com The open source multi-agent simulation from the Developer Keynote at Google Cloud Next '26 239 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,675 tok
entireio/skills ✨ Cross-agent skills that help coding agents use Entire context from Checkpoints, sessions 239 Claude Code 7 —
human-avatar/skills-for-humanity Structured reasoning methodologies from history's most rigorous thinkers, packaged as Clau 239 Claude Code 1 698 tok
southleft/story-ui AI-powered Storybook story generator — works with any framework, any design system, any LL 239 Claude Code 1 7,259 tok
fw-ai/cookbook fireworks.ai Recipes and resources for training, building generative AI with Fireworks 239 Claude Code, Codex, OpenCode 2 1,033 tok
ros-claw/rosclaw rosclaw.io Physical AI runtime for embodied agents — governed action, verified experience, physical m 239 Claude Code, Codex, OpenCode 4 3,659 tok
janekbaraniewski/openusage openusage.sh The one dashboard you’ve been looking for — track spend and usage across Claude, Cursor, O 239 Claude Code, Codex, Cursor, OpenCode 32 4,013 tok
Hyper-Beast/BiliTVNative BiliTVNative 239 Codex, OpenCode 1 2,564 tok
Hoylon/peerbridge-mcp Local-first, auditable multi-agent control room for coding, review, evidence, and private 239 Codex, OpenCode 1 200 tok
maoxiansheng0323-a11y/shubi-shot-director Graybox camera previs tool driven by natural-language shot descriptions. 238 Codex, OpenCode 2 764 tok