How real projects configure their agents

24,692 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
MemTensor/MemOS memos.openmem.net Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, an 12,278 Claude Code, Codex, OpenCode 7 3,034 tok
tw93/Kami kami.tw93.fun 👩‍🚒 Good content deserves good paper. Layout rules and templates that let AI agents expo 12,278 Codex, OpenCode 1 9,223 tok
spencermountain/compromise compromise.cool modest natural-language processing 12,172 Codex, OpenCode 1 1,363 tok
Arize-ai/phoenix arize.com AI Observability & Evaluation 12,165 Claude Code, Codex, Cursor, OpenCode 36 270 tok
meshery/meshery meshery.io Meshery, the cloud native manager 12,134 Claude Code, Codex, GitHub Copilot, OpenCode 27 8,494 tok
jxxghp/MoviePilot movie-pilot.org NAS media library automation management tool 12,036 Codex, GitHub Copilot, OpenCode 2 2,660 tok
cocoindex-io/cocoindex cocoindex.io Incremental engine for long horizon agents 🌟 Star if you like it! 11,827 Claude Code, Codex, OpenCode 5 6,373 tok
BeehiveInnovations/pal-mcp-server The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / 11,825 Claude Code, Codex, OpenCode 4 3,590 tok
data-privacy-stack/presidio presidio.dataprivacystack.org An open-source framework for detecting, redacting, masking, and anonymizing sensitive data 11,749 Claude Code, Codex, GitHub Copilot, OpenCode 5 6,710 tok
0xJacky/nginx-ui nginxui.com Yet another WebUI for Nginx 11,740 Claude Code, Codex, OpenCode 3 1,366 tok
cobusgreyling/loop-engineering cobusgreyling.github.io Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Desig 11,707 Codex, OpenCode 1 457 tok
TencentCloud/Octop octop.cloud A smarter, self-hosted AI assistant — multi-user, multi-agent. 11,705 Claude Code, Codex, Cursor, OpenCode 2 8,458 tok
EKKOLearnAI/hermes-studio ekkostudio.xyz Ekko Studio is a local-first AI workspace for multi-agent chat, coding, and visual workflo 11,628 Codex, OpenCode 1 586 tok
max-sixty/worktrunk worktrunk.dev Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows 11,526 Claude Code, Codex, OpenCode 4 2,082 tok
MiniMax-AI/MiniMax-H3 11,511 Codex 1 —
holaboss-ai/holaOS holaos.ai Open-source agentic workspace enterprises can make their own. Connect the systems you alre 11,440 Claude Code, Codex, OpenCode 2 1,361 tok
toss/es-toolkit es-toolkit.dev A modern JavaScript utility library that's 2-3 times faster and up to 97% smaller, a major 11,386 Claude Code, Codex, OpenCode 8 2,387 tok
spinabot/brigade brigade.spinabot.com Brigade — Your personal intelligence, built enterprise-grade 11,371 Codex, OpenCode 1 3,380 tok
modelcontextprotocol/inspector modelcontextprotocol.io Deterministic testing tools for MCP servers 11,242 Claude Code, Codex, OpenCode 14 25,538 tok
omnigent-ai/omnigent omnigent.ai Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, C 11,240 Claude Code, Codex, GitHub Copilot, OpenCode 13 3,434 tok
dmtrKovalenko/fff fff.dmtrkovalenko.dev The fastest and the most accurate file search SDK for AI agents, Neovim, Rust, C, Python, 11,212 Claude Code, Codex, OpenCode 2 1,324 tok
langchain-ai/open-swe langchain.com An Open-Source Asynchronous Coding Agent 11,175 Claude Code, Codex, GitHub Copilot, OpenCode 6 2,875 tok
aden-hive/hive Multi-Agent Harness for Production AI 11,140 Claude Code, Codex, OpenCode 2 507 tok
ValueCell-ai/valuecell valuecell.ai ValueCell is a community-driven, multi-agent platform for financial applications. 11,043 Codex, OpenCode 1 1,224 tok
jakubkrehel/skills jakub.kr A collection of agent skills that help you build great interfaces. 11,034 Claude Code, Codex, OpenCode 2 3,846 tok
VoltAgent/voltagent voltagent.dev AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework 10,923 Claude Code, Codex, OpenCode 2 340 tok
numman-ali/openskills Universal skills loader for AI coding agents - npm i -g openskills 10,823 Claude Code, Codex, OpenCode 2 301 tok
skypilot-org/skypilot skypilot.ai The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one 10,799 Claude Code, Codex, OpenCode 2 3,959 tok
huggingface/ml-intern huggingface.co Archived — ML Intern is no longer maintained. Continue with HuggingChat. 10,788 Codex, OpenCode 1 1,040 tok
AgriciDaniel/claude-ads Claude-first paid-media operations skill for Claude Code across 12 ad platforms (Google, M 10,769 Claude Code, Codex, Gemini CLI, OpenCode 3 732 tok
ibelick/ui-skills ui-skills.com Skills for Design Engineers 10,690 Codex, OpenCode 1 403 tok
yugabyte/yugabyte-db yugabyte.com YugabyteDB - the cloud native distributed SQL database for mission-critical applications. 10,654 Claude Code, Codex, OpenCode 12 1,638 tok
woocommerce/woocommerce woocommerce.com A customizable, open-source ecommerce platform built on WordPress. Build any commerce solu 10,583 Claude Code, Codex, OpenCode 16 6,286 tok
google/benchmark A microbenchmark support library 10,500 Codex, OpenCode 1 410 tok
Kuberwastaken/claurst claurst.kuber.studio Agentic Coding for Builders who Ship 10,340 Codex, OpenCode 1 2,407 tok
kyutai-labs/pocket-tts A TTS that fits in your CPU (and pocket) 10,212 Codex, OpenCode 1 1,795 tok
alvinunreal/oh-my-opencode-slim ohmyopencodeslim.com Lean, fine tuned Opencode multi agent suite · Mix any models · Auto delegate tasks 10,126 Claude Code, Codex, OpenCode 3 2,740 tok
zhu1090093659/dsh-web dsh-market.com DeepSeek Harness (DSH) Web Plugin Aggregation Ecosystem · Everything is a plugin, distribu 10,120 Claude Code, Codex, OpenCode 8 3,817 tok
unoplatform/uno platform.uno Open-source platform for building cross-platform native Mobile, Web, Desktop, and Embedded 10,102 Claude Code, Codex, GitHub Copilot, OpenCode 36 5,571 tok
companion-inc/feynman feynman.is The open source AI research agent. 10,049 Claude Code, Codex, OpenCode 2 1,613 tok
diet103/claude-code-infrastructure-showcase Examples of my Claude Code infrastructure with skill auto-activation, hooks, and agents 10,046 Claude Code, Codex 23 —
zhouxiaoka/autoclip zhouxiaoka.github.io AutoClip: AI-powered video clipping and highlight generation · An intelligent tool for ext 10,011 Claude Code, Codex, OpenCode 2 1,022 tok
GetBindu/Bindu docs.getbindu.com Bindu: The identity, communication, and payments layer for AI agents. 10,006 Claude Code, Codex, GitHub Copilot, OpenCode 9 7,026 tok
gitkraken/vscode-gitlens gitkraken.com Supercharge Git inside VS Code and unlock untapped knowledge within each repository — Visu 9,966 Claude Code, Codex, OpenCode 39 3,401 tok
cloudflare/moltworker blog.cloudflare.com Run OpenClaw, (formerly Moltbot, formerly Clawdbot) on Cloudflare Workers 9,947 Codex, OpenCode 1 2,483 tok
microsoft/vscode-copilot-chat code.visualstudio.com Copilot Chat extension for VS Code 9,940 Claude Code, Codex, GitHub Copilot 6 7,048 tok
yihong0618/bilingual_book_maker Make bilingual epub books Using AI translate 9,930 Claude Code, Codex 1 —
NVIDIA/garak discord.gg the LLM vulnerability scanner 9,887 Codex, OpenCode 1 1,415 tok
darknessomi/musicbox A command-line version of NetEase Cloud Music 9,873 Codex, OpenCode 1 579 tok
backnotprop/plannotator plannotator.ai The workspace to stay in the loop and on top of agents - shape, decide, plan, annotate, re 9,865 Claude Code, Codex, OpenCode 5 1,333 tok