How real projects configure their agents

43,533 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708

All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
Dicklesworthstone/beads_viewer Graph-aware TUI for the Beads issue tracker: PageRank, critical path, kanban, dependency D 1,679 Codex, OpenCode 1 10,270 tok
vercel-labs/openreview openreview.labs.vercel.dev An open-source, self-hosted AI code review bot powered by Vercel. 1,677 Claude Code, Codex 7
rlaope/oh-my-hermes rlaope.github.io All in one plugin for Hermes Agent ⚚ the coding intelligence, a long-term memory system an 1,677 Claude Code, Codex, OpenCode 2 8,394 tok
disler/pi-vs-claude-code Comparison between open source PI agent and closed source Claude Code agent 1,676 Claude Code 13 229 tok
Rohithgilla12/data-peek datapeek.dev A minimal, fast, database client desktop application. Built for developers who want to qui 1,673 Claude Code 1 1,673 tok
kwaroran/Risuai risuai.net Make your own story. User-friendly software for LLM roleplaying 1,671 Codex, OpenCode 1 2,038 tok
intentee/paddler paddler.intentee.com Open-source LLM/VLM load balancer and serving platform for self-hosting LLMs (and VLMs) at 1,670 Claude Code 3 103 tok
fossasia/eventyay eventyay.com Open Source Event Management, Ticketing and Checkins, Talks and Schedules, Video and Inter 1,670 Claude Code, Codex, GitHub Copilot, Cursor 21 4,226 tok
Gitlawb/zero zero.gitlawb.com The coding agent that answers to you, your model, your machine, your rules. 1,669 Codex, OpenCode 1 2,296 tok
egeerardyn/awesome-LaTeX Curated list of LaTeX awesomeness 1,668 Codex, OpenCode 1 365 tok
skyllwt/AutoSci Karpathy's LLM-Wiki vision, fully realized — wiki-centric full-lifecycle AI research platf 1,667 Claude Code 29 584 tok
gi-dellav/zerostack gi-dellav.github.io Lightweight coding agent written in Rust, optimized for memory footprint and performance 1,667 Codex, OpenCode 1 115 tok
0xSteph/pentest-ai pentestai.xyz Open-source AI pentester that proves every finding. Machine oracles re-run each exploit; v 1,665 Codex, OpenCode 1 793 tok
devenjarvis/lathe Generate hands-on, multi-part technical tutorials on demand, with LLM skills tuned to make 1,664 Claude Code, Codex, OpenCode 9 6,134 tok
manzaltu/claude-code-ide.el Claude Code IDE integration for Emacs 1,663 Claude Code 4 847 tok
JetBrains/MPS jetbrains.com JetBrains Meta programming System 1,658 Claude Code, Codex, OpenCode 42 4,260 tok
bitbonsai/mcpvault A lightweight Model Context Protocol (MCP) server for safe Obsidian vault access 1,658 Claude Code, Codex, OpenCode 3 2,340 tok
kubeshop/testkube testkube.io ☸️ The Open Testing Platform for AI-Driven Engineering Teams 1,655 Codex, OpenCode 1 3,392 tok
hashintel/hash hash.dev 🚀 The open-source, multi-tenant platform for self-building knowledge graphs and simulati 1,654 Claude Code, Codex, GitHub Copilot, OpenCode 23 4,727 tok
ghostwright/ghost-os ghostwright.dev Full computer-use for AI agents. Self-learning workflows. Native macOS. No screenshots req 1,654 Claude Code 1 1,958 tok
feiskyer/claude-code-settings feisky.xyz Curated skills, sub-agents, and config templates that supercharge Claude Code — research, 1,651 Claude Code, GitHub Copilot 1 649 tok
happier-dev/happier happier.dev Web, Desktop & Mobile client for Codex, Claude Code, OpenCode, Kimi, Augment Code, Qwen, f 1,651 Claude Code, Codex, OpenCode 68 9,986 tok
qufei1993/skills-hub A cross-platform desktop app to manage Agent Skills in one place and sync them to multiple 1,651 Claude Code, Codex, OpenCode 2 2,366 tok
legeling/PromptHub prompthub.click An all-in-one AI toolbox for prompt, skill, and agent management. Efficiently manage promp 1,648 Codex, OpenCode 1 12,215 tok
AvdLee/Swift-Concurrency-Agent-Skill swiftconcurrencycourse.com Add expert Swift Concurrency guidance to your AI coding tool (Agent Skills open format): s 1,646 GitHub Copilot 1 1,003 tok
relaticle/relaticle relaticle.com Open-source CRM with native AI agent support. 37 MCP tools, REST API, self-hosted. Built w 1,645 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 30 31,298 tok
callstackincubator/agent-skills A collection of agent-optimized React Native skills for AI coding assistants. 1,644 Claude Code, Codex, OpenCode 2 712 tok
TeamHypersomnia/Hypersomnia hypersomnia.io Multiplayer top-down shooter made from scratch in C++. Web version: https://play.hypersomn 1,642 Claude Code 1 3,036 tok
badlogic/lemmy Wrapper around tool using LLMs for agentic workflows 1,641 Claude Code 2 110 tok
Lynpoint/CyberVerse cyberverse.cc Self hosted, real-time digital human agent platform. Build voice-first AI agents with WebR 1,641 Codex, OpenCode 1 1,159 tok
kennethreitz/pytheory pytheory.org Music Theory for Humans. 1,639 Claude Code 3 348 tok
tickernelz/opencode-mem OpenCode plugin that gives coding agents persistent memory using local vector database 1,639 Codex, OpenCode 1 96 tok
mediar-ai/terminator t8r.tech playwright for windows computer use 1,636 Claude Code 2 504 tok
Dicklesworthstone/agentic_coding_flywheel_setup agent-flywheel.com Bootstraps a fresh Ubuntu VPS into a complete multi-agent AI development environment in 30 1,636 Codex, OpenCode 1 9,003 tok
bklit/bklit-ui bklit.com Open-source UI & Charts library 1,636 Claude Code, Codex, OpenCode 11 589 tok
leonardsellem/n8n-mcp-server MCP server that provides tools and resources for interacting with n8n API 1,635 Claude Code, Codex, OpenCode 2 428 tok
gomlx/gomlx GoMLX: An Accelerated Machine Learning Framework For Go 1,633 Claude Code 1
zouyuxuan122/DSH-Desktop-EAC DeepSeek Harness Desktop (dsh-desktop). EAC: Embracing All Creation (揽尽万象). Bundled Node.j 1,632 Codex 1
ai4s-research/open-science openedscience.com Open Science Desktop — local-first, model-agnostic AI research workbench for macOS, Window 1,631 Claude Code, Codex, OpenCode 3 818 tok
Jamailar/Beav beav.me Xiaohongshu AI workspace|Xiaohongshu data collection, comment-section downloads, asset lib 1,630 Codex, OpenCode 1 619 tok
ZeroDeng01/sublinkPro demo.sublinkpro.dpdns.org ✨ Modern proxy subscription management platform | Smart categorization · Professional spee 1,627 Claude Code, Codex, OpenCode 9 5,241 tok
pixeltable/pixeltable docs.pixeltable.com The unified multimodal backend for AI data apps. Database, orchestration, and serving in o 1,620 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,174 tok
karanhudia/borg-ui docs.borgui.com Replace complex Borg Backup terminal commands with a beautiful web UI. Create, schedule, a 1,612 Claude Code, Codex, OpenCode 9 913 tok
Agents365-ai/video-podcast-maker Topic → 4K narrated video for coding agents. v5.3.0: local TTS (edge free + azure, no exte 1,608 Codex, OpenCode 1 1,048 tok
ezyang/codemcp Coding assistant MCP for Claude Desktop 1,607 Claude Code 1 21 tok
nerevu/riko A Python stream processing engine modeled after Yahoo! Pipes 1,606 Claude Code 1 8,098 tok
saleor/storefront storefront.saleor.io Saleor Storefront built using React, Next.js with App Router, TypeScript, GraphQL, and Tai 1,604 Codex, OpenCode 1 1,513 tok
nyaruka/phonenumbers Go port of Google's libphonenumber library 1,603 Claude Code 1
Priivacy-ai/spec-kitty spec-kitty.ai Spec-Driven Development for serious software developers. Spec Coding with with Claude, Cur 1,603 Claude Code, Codex, OpenCode 3 11,366 tok
bubbuild/bub bub.build Bub it. Build it. A hook-first runtime for agents that live alongside people. 1,601 Codex, OpenCode 1 825 tok