How real projects configure their agents

23,614 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
Maneek21/Deft deft.ing Self-hostable AGPL workspace where humans and AI agents share chat, tasks, knowledge, appr 626 Claude Code, Codex, OpenCode 2 14,557 tok
dougburks/so-crates SO-CRATES: Security Onion Containerized Rapid Analysis of Threats, Evil, and Sus! 625 Codex, OpenCode 1 13,057 tok
LedgerHQ/ledger-live Mono-repository for Ledger Wallet apps and related packages 624 Claude Code, Codex, GitHub Copilot, OpenCode 76 869 tok
sbhooley/ainativelang ainativelang.com AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed 623 Codex, OpenCode 1 9,989 tok
thorsten/phpMyFAQ phpmyfaq.de phpMyFAQ - Open Source FAQ web application for PHP 8.4+ and MySQL, PostgreSQL and other da 623 Claude Code, Codex, OpenCode 4 4,018 tok
iBigQiang/feedgrab Universal content grabber — fetch, normalize, and digest content from 7+ platforms (WeChat 623 Claude Code, Codex, OpenCode 4 24,899 tok
zosmaai/pi-llm-wiki zosmaai.github.io Self-maintaining, Obsidian-compatible knowledge base for pi — turn raw sources into an int 623 Codex, OpenCode 1 594 tok
agentara/skills Original and practical skills for AI builders. 623 Claude Code, Codex, OpenCode 2 493 tok
7onez/cti-expert chongluadao.vn CTI Expert — Cyber Threat Intelligence & OSINT analysis skill for Claude Code / Codex. 120 622 Claude Code, Codex, OpenCode 2 8,619 tok
metadist/synaplan synaplan.com Open-source, self-hosted AI platform (PHP/Symfony): chat with any model, RAG over your doc 622 Codex, OpenCode 1 2,884 tok
miantiao-me/bm.md bm.md A better Markdown formatting assistant|One-click adaptation for WeChat Official Accounts, 620 Claude Code, Codex, OpenCode 2 1,549 tok
winstonkoh87/Athena-Public winstonkoh87.com Local-first memory, decision engine, and governance harness for AI agents — portable acros 620 Claude Code, Codex, OpenCode 6 4,777 tok
millionco/claude-doctor Diagnose your Claude Code sessions 619 Codex, OpenCode 1 541 tok
syi0808/screenize syi0808.github.io (Development of Screenize is currently paused) Open-source macOS screen recording app with 619 Claude Code, Codex, OpenCode 7 3,521 tok
velobase/velobase-harness All AI developers deserve to get paid. Turn your AI prototype into a paid SaaS with open- 619 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,774 tok
WoJiSama/skill-based-architecture A meta-skill that produces skills. Point it at any codebase and it distills the project's 619 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 7 2,520 tok
crazysmile-PhD/downkyicore BiliDownloader (cross-platform version), downkyi, is a video downloader for the Bilibili w 619 Codex, OpenCode 1 1,576 tok
NVIDIA/cosmos-framework nvidia.github.io Our inference and training framework to run on the Cosmos Models 618 Claude Code, Codex, OpenCode 17 2,061 tok
etal/cnvkit cnvkit.readthedocs.org Copy number variant detection from targeted DNA sequencing 617 Claude Code, Codex, OpenCode 2 2,530 tok
FerroxLabs/wayland getwayland.com Wayland - The AI Agent That Perceives. Reasons. Acts. Evolves. 617 Claude Code, Codex, GitHub Copilot, OpenCode 16 3,771 tok
barefootford/buttercut Edit Video with Claude Code 617 Claude Code, Codex, OpenCode 3 5,172 tok
operately/operately operately.com The open source company operating system. 617 Claude Code, Codex, GitHub Copilot, OpenCode 12 8,572 tok
wbh604/fund-guy-skill wbh604.github.io Oops, I’m surrounded by gay men! So people may ask: “Streamer, is there a simple and easy 617 Claude Code, Codex, OpenCode 3 843 tok
beihaili/Get-Started-with-Web3 beihaili.github.io Open-source bilingual AI-native Web3 curriculum: wallets, Bitcoin, Ethereum, DeFi, L2, DAO 616 Codex, OpenCode 1 4,297 tok
jMetal/jMetalPy jmetal.github.io A framework for single/multi-objective optimization with metaheuristics 616 Codex, OpenCode 1 1,082 tok
microsoft/ApplicationInsights-dotnet ApplicationInsights-dotnet 616 Codex, OpenCode 1 811 tok
dbt-labs/dbt-mcp A MCP (Model Context Protocol) server for interacting with dbt. 616 Claude Code, Codex, OpenCode 3 1,917 tok
paladini/harness-score paladini.github.io Your AI coding agent is only as reliable as the harness around it. Measure that harness in 615 Claude Code, Codex, Cursor, OpenCode 5 1,189 tok
joske/yserver A modern X11 server written from scratch in Rust. 615 Claude Code, Codex, OpenCode 2 463 tok
dannote/figma-use npmjs.com Control Figma from the command line. Full read/write access for AI agents — create shapes, 614 Codex, OpenCode 1 1,763 tok
nodetool-ai/nodetool nodetool.ai Agent-first Creative Workspace 614 Claude Code, Codex, GitHub Copilot, OpenCode 33 15,022 tok
sandiiarov/skill-creator Turn any MCP server, OpenAPI spec, or GraphQL endpoint into a CLI at runtime. 613 Codex, OpenCode 1 412 tok
rtk-ai/icm Permanent memory for AI agents. Single binary, zero dependencies, MCP native. 613 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,485 tok
dfinity/examples dfinity.org Example applications, microservices, and code samples for the Internet Computer 612 Claude Code, Codex, OpenCode 4 6,100 tok
apache/datafusion-python datafusion.apache.org Apache DataFusion Python Bindings 612 Claude Code, Codex, OpenCode 6 2,055 tok
aisa-group/PostTrainBench posttrainbench.com Measuring how well CLI agents like Claude Code or Codex CLI can post-train base LLMs on a 612 Claude Code, Codex, OpenCode 2 8,763 tok
unifapi-agent/agents unifapi.com Open-source marketing agents for Claude, ChatGPT, Codex, OpenClaw & Hermes. One plugin: SE 611 Codex, OpenCode 1 2,523 tok
luainkernel/lunatik Lunatik is a framework for scripting the Linux kernel with Lua. 611 Claude Code, Codex, OpenCode 19 12,849 tok
8beeeaaat/touchdesigner-mcp npmjs.com MCP server for TouchDesigner 611 Claude Code, Codex, OpenCode 9 3,039 tok
yoosuf/Messenger yoosuf.me Relational messaging database schema for one-to-one and group chat apps with attachments a 609 Claude Code, Codex, GitHub Copilot, OpenCode 3 805 tok
xiao24bei/xiaobei-skill xiaobeiai.top Xiaobei's open-source Codex Skills collection for graduate study: AI + research workflows 609 Codex, OpenCode 1 190 tok
anombyte93/prd-taskmaster Zero-config goal-to-tasks engine for Claude Code (the Atlas engine). Graded PRD validation 608 Claude Code, Codex, OpenCode 2 3,369 tok
emersonfelipesp/netbox-proxbox emersonfelipesp.com Netbox Plugin for integration between Proxmox and Netbox 608 Claude Code, Codex, OpenCode 2 14,169 tok
adaline/gateway adaline.ai The only fully local production-grade Super SDK that provides a simple, unified, and power 607 Claude Code, Codex, OpenCode 10 1,698 tok
mengps/HuskarUI 🎉 Ant-d UI-Kit for Qml 606 Claude Code, Codex, OpenCode 2 1,712 tok
different-ai/opencode-browser OpenCode plugin to automate Chrome. Inspired by Claude in Chrome. 606 Codex, OpenCode 2 427 tok
jasonjgardner/blockbench-mcp-plugin jasonjgardner.github.io Adds MCP server to Blockbench 606 Claude Code, Codex, GitHub Copilot, OpenCode 14 4,084 tok
ww-w-ai/bkit-claude-code bkit.ai bkit Vibecoding Kit - PDCA methodology + Claude Code mastery for AI-native development 605 Codex, OpenCode 1 500 tok
thunder-id/thunderid thunderid.dev ThunderID, an LF Decentralized Trust project, is a high-performance, open-source identity 605 Claude Code, Codex, GitHub Copilot, OpenCode 14 1,678 tok
NextAdminHQ/nextjs-admin-dashboard nextadmin.co AI-Native Next.js admin dashboard template and UI components that come with pre-built ele 605 Claude Code, Codex, OpenCode 2 990 tok