How real projects configure their agents

32,066 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 agents7,473Claude Code6,589Data and AI3,693Backend and APIs3,491Languages3,403Planning3,201Git and workflow3,131Code review2,731Memory and context2,354Testing2,335DevOps and cloud2,298Research2,288Writing and docs2,284Frontend2,242Security1,995Productivity1,703

All Claude Code32,066 Codex23,211 OpenCode21,984 GitHub Copilot3,528 Gemini CLI1,908 Cursor1,730 Windsurf104 Kiro70

Project Stars Configures Files Always loaded
ballred/obsidian-claude-pkm A complete starter kit for an Obsidian + Claude Code personal knowledge management system. 1,861 Claude Code 1
stephengpope/thepopebot skool.com The Pope Bot is an autonomous AI agent that you can configure and build to do just about a 1,859 Claude Code 6 2,915 tok
trustedsec/hate_crack trustedsec.com A tool for automating cracking methodologies through Hashcat from the TrustedSec team. 1,857 Claude Code 2
yoanbernabeu/grepai yoanbernabeu.github.io Semantic Search & Call Graphs for AI Agents (100% Local) 1,857 Claude Code 6 1,279 tok
NVIDIA-AI-Blueprints/video-search-and-summarization build.nvidia.com NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated referenc 1,855 Claude Code, Codex, OpenCode 2 1,296 tok
Azure/azure-sdk-for-go docs.microsoft.com This repository is for active development of the Azure SDK for Go. For consumers of the SD 1,852 Claude Code, Codex, GitHub Copilot, OpenCode 9 4,436 tok
agentjido/jido jido.run 🤖 Autonomous agent framework for Elixir. Built for distributed, autonomous behavior and d 1,850 Claude Code, Codex, OpenCode 3 480 tok
lineofflight/frankfurter frankfurter.dev 💱 Currency data API 1,848 Claude Code, Codex, OpenCode 5 4,578 tok
buildermethods/design-os The missing design process between your product idea and your codebase. 1,848 Claude Code, Codex, OpenCode 13 2,041 tok
Eronred/aso-skills appeeky.com AI agent skills for App Store Optimization (ASO) and app marketing. Built for indie develo 1,847 Claude Code, Codex, OpenCode 2 433 tok
xenodium/agent-shell xenodium.com A native Emacs buffer to interact with LLM agents powered by ACP 1,844 Claude Code, Codex, Gemini CLI, OpenCode 3 166 tok
HugoRCD/evlog evlog.dev Digging through logs is not observability. It's hope — wide events, structured errors, Typ 1,841 Claude Code, Codex, OpenCode 7 4,058 tok
VisActor/VChart visactor.io VChart, more than just a cross-platform charting library, but also an expressive data stor 1,837 Claude Code, Codex, Cursor, OpenCode 17 574 tok
timescale/pg-aiguide MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools 1,835 Claude Code 1 560 tok
meshtastic/Meshtastic-Android meshtastic.org Android application for Meshtastic 1,831 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 68 3,670 tok
the-open-engine/zeroshot theopenengine.com Independent executor–verifier orchestration for software changes. 1,829 Claude Code, Codex, OpenCode 2 3,423 tok
agent-substrate/substrate Agent Substrate: the core system 1,823 Claude Code, Codex, OpenCode 7 1,357 tok
NikolayS/PgQue PgQue – Zero-bloat Postgres queue built on top of on battle-proven Skype's PgQ. One SQL fi 1,821 Claude Code 1 2,477 tok
chrisryugj/kordoc npmjs.com Parse everything — HWP, HWPX, PDF, and Office documents into Markdown. CLI and MCP server 1,812 Claude Code 2 9,071 tok
phodal/routa phodal.github.io Workspace-first multi-agent coordination platform for AI development, with shared Specs, K 1,811 Claude Code, Codex, OpenCode 14 1,837 tok
Jedward23/Tmux-Orchestrator 1,809 Claude Code 2 5,873 tok
j3ssie/metabigor OSINT power without API key hassle 1,804 Claude Code, Codex, OpenCode 2 3,761 tok
xchacha20-poly1305/husi Husi is a non-professional proxy-set-based multiplatform proxy tool set. 1,801 Claude Code, Codex, OpenCode 6 2,133 tok
Core-Mate/OpenGUI opengui.ai OpenGUI is an Android GUI agent framework for phone-use AI that can see, plan, and operate 1,797 Claude Code, Codex, OpenCode 2 2,681 tok
kubb-labs/kubb kubb.dev 🧡 The meta framework for code generation. Automate OpenAPI to type-safe TypeScript, Zod, 1,796 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 18 1,086 tok
deusyu/translate-book Agent skill for Codex, Claude Code, and OpenClaw that translates entire books (PDF/DOCX/EP 1,795 Claude Code, Codex, OpenCode 2 2,166 tok
a5c-ai/babysitter a5c.ai Babysitter enforces obedience on agentic workforces and enables them to manage extremely c 1,788 Claude Code, Codex, OpenCode 3 704 tok
Emanuele-web04/synara trysynara.com The best place to build with your AI sub 1,774 Claude Code, Codex, OpenCode 4 4,532 tok
coderabbitai/git-worktree-runner Bash-based Git worktree manager with editor and AI tool integration. Automates per-branch 1,771 Claude Code, Codex, GitHub Copilot, OpenCode 9 10,587 tok
Jesseovo/last30days-skill-cn last30days-cn is an AI Agent skill that automatically searches content from the eight majo 1,770 Claude Code 1 323 tok
AutoForgeAI/autoforge autoforge.cc 1,768 Claude Code 13 5,279 tok
standardagents/dmux dmux.ai A dev agent multiplexer for git worktrees and coding agents. 1,768 Claude Code, Codex, OpenCode 2 1,919 tok
benchflow-ai/skillsbench skillsbench.ai SkillsBench evaluates how well skills work and how effective agents are at using them. 1,760 Claude Code, Codex, OpenCode 6 709 tok
mcpp-community/d2mcpp mcpp.d2learn.org D2X | Modern C++ Core Language Features - "A C++ tutorial project focused on practical" 1,757 Claude Code, Codex 1
blitzdotdev/blitz-mac blitz-mac.com Native macOS App Store Connect tool with MCP. Submit iOS apps to App Store with AI agents 1,751 Claude Code 4 962 tok
tddworks/baguette tddworks.github.io Headless control for Apple's Simulators — 3D models, taps, swipes, multi-finger gestures, 1,751 Claude Code, Codex, OpenCode 3 7,924 tok
posit-dev/py-shiny shiny.posit.co Shiny for Python 1,750 Claude Code, GitHub Copilot 5 7,115 tok
monoscope-tech/monoscope monoscope.tech Monoscope lets you ingest and explore your logs, traces and metrics. We store these in S3 1,749 Claude Code, Codex, OpenCode 6 174 tok
Datus-ai/Datus-agent datus.ai The Future of Data Engineering — A CLI SQL client for the modern data stack, enabling AI-n 1,749 Claude Code 1 3,063 tok
dongsheng123132/u-claw u-claw.org U-Claw — An offline USB drive installer for the OpenClaw AI assistant: install Claude Code 1,747 Claude Code 1 3,966 tok
anthropics/claude-agent-sdk-typescript 1,746 Claude Code 1
isair/jarvis A 100% private AI voice assistant that lives on your computer (works offline). Talk natura 1,746 Claude Code 4 3,082 tok
fullstack-build/tslog tslog.js.org 📝 tslog - Universal Logger for TypeScript and JavaScript 1,741 Claude Code, Codex, OpenCode 2 3,389 tok
icebear0828/codex-proxy OpenAI-compatible proxy for ChatGPT Codex Responses API 1,739 Claude Code, Codex, OpenCode 3 250 tok
wgpsec/AboutSecurity Everything for pentest. | A penetration testing knowledge base that captures security meth 1,734 Claude Code 1
duyet/bruteforce-database duyet.github.io Bruteforce database 1,732 Claude Code 1 1,151 tok
ginlix-ai/LangAlpha langalpha.ai Claude Code for Financial Market 1,732 Claude Code, Codex, OpenCode 2 2,827 tok
Besty0728/Unity-Skills micostar.cc AI automation skills specifically designed for Unity 1,731 Claude Code 4
BeaconBay/ck beaconbay.github.io Local first semantic and hybrid BM25 grep / search tool for use by AI and humans! 1,727 Claude Code 1 1,059 tok
Dicklesworthstone/pi_agent_rust High-performance AI coding agent CLI written in Rust with zero unsafe code 1,727 Claude Code, Codex, OpenCode 2 9,261 tok