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
tonbistudio/hermes-multi-agent-workflow 465 Codex, OpenCode 1 1,375 tok
geekjourneyx/claude-design-card Claude Code skill for generating design cards in 14 formats — platform covers, social sh 464 Claude Code 1 700 tok
tanem/react-nprogress npm.im :hourglass: A React primitive for building slim progress bars. 464 Claude Code, Codex, OpenCode 2 1,901 tok
vikiboss/r2-web r2.viki.moe 📁 A lightweight, elegant, pure-browser Cloudflare R2 file manager. Everything happens rig 464 Claude Code 1 1,653 tok
av/remotion-bits remotion-bits.dev Ready-made animated components for Remotion — charts, transitions, text reveals, and more 464 Claude Code, Codex, OpenCode 3 1,515 tok
ai-driven-dev/framework ai-driven-dev.fr Marketplace Framework AI-Driven Dev : Context Engineering, Plugins, Agents, Skills, Hooks, 464 Claude Code, Codex, OpenCode 4 1,893 tok
SetsunaYukiOvO/x64dbg-mcp MCP server plugin for x64dbg debugger - enables AI agents and external tools to control de 464 Codex, OpenCode 1 1,344 tok
yogsoth-ai/de-anthropocentric-research-engine 900+ pure-markdown skills for autonomous AI research, organized as 9 freely-composable pac 464 Codex, OpenCode 1 278 tok
malob/nix-config My Nix system configs! 463 Claude Code 3 1,466 tok
josstei/maestro-orchestrate josstei.github.io Multi-agent orchestration platform for Gemini CLI, Claude Code, Codex, and Qwen Code — 39 463 Claude Code, Gemini CLI 1 3,981 tok
AEON-7/Qwen3.6-27B-AEON-Ultimate-Uncensored-DFlash huggingface.co Fully uncensored, capability-enhanced abliteration of Qwen3.6-27B. NVFP4 + z-lab DFlash sp 463 Codex, OpenCode 1 13,583 tok
SuperJJ007/CSSwitch Connect your own API to Claude Science with one click: DeepSeek / Qwen / Zhipu GLM / Kimi 463 Claude Code, Codex, OpenCode 5 734 tok
agentara/skills Original and practical skills for AI builders. 463 Claude Code, Codex, OpenCode 2 493 tok
BND-1/horseMD horsemd.yangsir.net A free Typora alternative, and then some — tabs + file-tree + WYSIWYG Markdown editor for 463 Claude Code, Codex, OpenCode 2 15,776 tok
haowjy/creative-writing-skills claude skills focused on creative writing 462 Claude Code, Codex, OpenCode 8 1,586 tok
cdump/evmole evmole.xyz Extracts function selectors, arguments, state mutability and storage layout from EVM bytec 462 Codex, OpenCode 1 607 tok
livecontext-ai/livecontext-ce livecontext.ai The AI automation platform, self-hosted. Describe the job in chat and LiveContext builds i 461 Codex, OpenCode 1 634 tok
worldliberty/agentpay-sdk agentpay.worldlibertyfinancial.com An open SDK for agentic payments. Let AI agents make payments, hold funds, and move money 460 Claude Code 1 1,312 tok
aaronsb/obsidian-mcp-plugin High-performance Model Context Protocol (MCP) server for Obsidian that provides AI tools w 460 Claude Code 1 7,114 tok
superserve-ai/superserve superserve.ai Sandbox infrastructure for AI Agents 460 Claude Code 1 1,405 tok
GoPlusSecurity/agentguard Security guard for AI agents — blocks malicious skills, prevents data leaks, protects secr 459 Claude Code 1 319 tok
leetomlee123/book A Flutter-based novel-reading app using Biquge sources. 459 Claude Code 1 3,032 tok
shadcn-labs/agentcn agentcn.run shadcn/ui, but for building agents. 🤖 459 Claude Code, Codex, Cursor 4
JetBrains/thinkrail thinkrail.ai Vibe code with pi in a lightweight, real IDE - The Vibe You Need 459 Claude Code, Codex, OpenCode 2 5,094 tok
langgenius/dify-plugin-daemon 458 Claude Code 1 1,590 tok
bahayonghang/academic-writing-skills bahayonghang.github.io AI-powered post-writing toolkit for academic papers — format validation, grammar/style pol 458 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,774 tok
lisachenko/z-engine :zap: PHP Engine Direct API 457 Codex, OpenCode 1 5,224 tok
MaxKmet/idea-validation-agents AI agents that act as your personal venture analyst - from startup idea brainstorming to f 457 Claude Code, Codex, OpenCode 18 2,155 tok
YingSuiAI/dirextalk-deployer 457 Codex, OpenCode 1 3,077 tok
ParetoSecurity/pareto-mac paretosecurity.com Automatically audit your Mac for basic security hygiene. 457 Claude Code, Codex, OpenCode 2 2,703 tok
scunning1975/MixtapeTools Tools for coding, teaching, and presentations with AI assistance 456 Claude Code 11
SynaLinks/synalinks synalinks.github.io From idea to production in just few lines: Graph-Based Programmable Neuro-Symbolic LM Fram 455 Claude Code, Codex, OpenCode 2 1,614 tok
PleasePrompto/ductor ductor.dev Control Claude Code, Codex CLI and Gemini CLI from Telegram. Live streaming, persistent me 455 Claude Code, Codex, Gemini CLI, OpenCode 3 5,146 tok
mudrii/openclaw-dashboard A beautiful, zero-dependency command center for OpenClaw AI agents 455 Claude Code, Codex, Gemini CLI, OpenCode 8 2,571 tok
fluffos/fluffos fluffos.info Actively maintained LPMUD driver (LPC interpreter, MudOS fork) 455 Claude Code, Codex, OpenCode 2 28,950 tok
ZhangHanDong/agent-spec zhanghandong.github.io `agent-spec` is an AI-native BDD/spec verification tool for task execution. 455 Claude Code, Codex, Cursor, OpenCode 4 7,438 tok
claude-world/notebooklm-skill youtu.be NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Cr 455 Codex, GitHub Copilot, OpenCode 2 912 tok
dcouple/Pane runpane.com Terminal-first, open-source AI agent manager for any CLI agent (agent agnostic), any OS (m 454 Claude Code, Codex, OpenCode 60 3,109 tok
AMOS144/ZeroToken ZeroToken — Record once, automate forever. A lightweight MCP for agent-driven browser auto 454 Claude Code 2 3,036 tok
NyxFoundation/speca speca.pages.dev SPECA: Specification-to-Checklist Agentic Auditing Framework 454 Claude Code 4 2,563 tok
computerlovetech/agr computerlovetech.github.io Educational package-manager project for AI agent skills. Not actively maintained. 453 Claude Code, Codex, OpenCode 2 574 tok
ryantsai/KKTerm kkterm.ryantsai.com Super-tool for vibe coders & system admins — terminals, SSH, SFTP, RDP/VNC, dashboards, in 453 Claude Code, Codex, OpenCode 3 3,087 tok
ArisGuimera/MobiAI-Core 453 Claude Code, Codex, Gemini CLI, OpenCode 3 199 tok
mizchi/lsmcp 453 Claude Code 7 2,091 tok
galdawave/pickle-rick-extension This extension transforms the Gemini CLI into "Pickle Rick," a hyper-intelligent, arrogant 452 Gemini CLI 1 882 tok
HangYu8123/HarnessFlow Harness coding workflow for codex, claude, github copilot 452 Claude Code, Codex, OpenCode 18 2,605 tok
comol/ai_rules_1c Rules\skills\subagens for vibecoding in 1C(bsl) 452 Codex, OpenCode 1 3,604 tok
cablate/mcp-google-map A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API int 452 Claude Code 2 372 tok
AI272/speaker Speaker is a Codex skill project for academic presentations: read real.pptx, combine text 452 Claude Code 1 191 tok
robocurve/inspect-robots inspectrobots.org Open source evals for physical AI. Run any LLM/VLA on any arm/humanoid against any real/si 452 Claude Code 1 2,035 tok