How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
MDMAtk/TormentNexus At long last 12 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,603 tok
ShankarKakumani/transformers Multi-agent orchestration for Claude Code. 12 Claude Code 1 1,319 tok
jon-devlapaz/tink-skills Find, test, and improve agent skills 12 Codex, OpenCode 1 21 tok
hjxxlogic/open-vivado skill for vivado 12 Codex, OpenCode 1 525 tok
XWJDream/MimoAgent AI-powered coding assistant desktop app based on Xiaomi MiMo. Supports code generation, de 12 Claude Code, Codex, OpenCode 2 6,505 tok
rachittshah/cc-codex Codex + Claude Code Integration: Use OpenAI Codex for planning/reasoning and Claude Code C 12 Claude Code, Codex, OpenCode 2 5,775 tok
4t145/lark-acp npmjs.com Bridge Feishu/Lark chat messages to any ACP-compatible AI agent (Copilot, Claude, Codex, G 12 Claude Code 1 2,801 tok
codeChap/mcp-server-yii2-ai-boost MCP server for Yii2 — 16 tools for database inspection, semantic search, profiling, and AI 12 Claude Code 1 3,408 tok
re-cinq/lore-oss Shared context infrastructure for Claude Code. Org awareness + agent memory + task pipelin 12 Claude Code, Codex, OpenCode 5 4,641 tok
vietanhdev/bulwark bulwark.nrl.ai A Linux host security scanner with a native CLI and desktop GUI — SSH/kernel/systemd harde 12 Claude Code, Codex, OpenCode 2 13,640 tok
microsoft/github-constellation-software microsoft.github.io A curated public hub of GitHub and GitHub Copilot resources for Constellation Software Inc 12 GitHub Copilot 1 1,431 tok
alanjmr21/whatsapp-agent-kit 12 Claude Code 2 10,921 tok
Jiang59991/videocut-kit 12 Codex, OpenCode 1 1,037 tok
inematds/timesmkt3 Fábrica de conteúdo de marketing com agentes de IA orquestrados por bot Telegram 12 Claude Code, Codex 2 3,087 tok
elmacnifico/dojo A Black-Box Contract Engine for Agentic Software Development 12 Codex, OpenCode 1 1,984 tok
maris205/open-rosalind openrosalind.bio open-rosalind: open source version of gpt rosalind 12 Codex, OpenCode 1 253 tok
wjt0321/lottery-predictor A Double Color Ball lottery prediction tool based on historical data statistics, using mul 12 Claude Code, Codex, OpenCode 2 6,249 tok
zxtshine/boos-ai 12 Claude Code 1 1,829 tok
chouenchieh/china-law Claude Code plugin for Chinese legal practice · 45 skills · Integrates the PKULaw MCP and 12 Claude Code 1 7,381 tok
MagPasulke/off-stack-abap-template Template Repo for getting started with off-stack-abap 12 Codex, OpenCode 1 230 tok
FunFR/ha-indygo-pool A Home Assistant Integration for Indygo connected pool solution 12 Claude Code, Codex, OpenCode 2 937 tok
djsmithdev/combatmode 12 Claude Code, Codex, OpenCode 2 413 tok
aemsites/author-kit Powerfully simple authoring for Edge Delivery 12 Claude Code, Codex, OpenCode 5 1,788 tok
input-output-hk/cardano-init Go from zero to a running Cardano protocol in one command 12 Claude Code 1 1,252 tok
Code-with-Beto/ship cwb.sh Production-ready React Native template with in-app purchases, AI image generation, and App 12 Codex, OpenCode 1 563 tok
shinjiyu/holdem Embeddable NLHE engine for Cursor / DeepSeek Harness / Codex / CLI — portable ADL + multi- 12 Codex, OpenCode 1 431 tok
haruhisa-enomoto/math-research-harness An agent-ready repository template for mathematical research: scope, literature, evidence, 12 Claude Code, Codex, OpenCode 2 3,029 tok
adriancmurray/swarm 12 Codex, OpenCode 1 631 tok
chryzxc/vscode-opencode marketplace.visualstudio.com OpenCode VS Code extension with AI chat, interactive implementation plans and questions, c 12 Codex, OpenCode 1 599 tok
guyumengyue/zotero-obsidian-codex-workflow Windows-first Zotero Obsidian Codex literature workflow with one-step bootstrap skill 12 Claude Code, Codex, OpenCode 3 484 tok
stancsz/fnd-reverb-vst3 stancsz.github.io Open-source, modular reverb engine offering high-fidelity algorithms inspired by Valhalla 12 Codex, OpenCode 1 77 tok
masterfabric/masterfabric-project-tracker 12 Claude Code, Cursor 5
tryingET/pi-server Session multiplexer for pi-coding-agent — WebSocket + stdio, the protocol IS the architect 12 Codex, OpenCode 1 11,901 tok
AISEE-LAB/aisee-plugin aisee.wiki AI software engineering toolkit for OpenSpec and Compound Engineering workflows. 12 Codex, OpenCode 1 471 tok
esaruoho/apple Apple Automation Architecture & Workflows — studying macOS automation libraries and contin 12 Claude Code, Codex, OpenCode 4 3,491 tok
calionauta/stelow stelow — your agentic product team. AI agents less like coding assistants, more like cross 12 Codex, OpenCode 1 4,366 tok
byronjohnson/litelight litelightbox.com A lightweight JavaScript lightbox 12 Codex, OpenCode 1 1,188 tok
SebastienDuruz/Window-Switcher A simple application to switch between windows with clickable thumbnails 12 Codex, OpenCode 1 1,010 tok
sgskills/sgxueai “AI E-Commerce Fundamentals: From Beginner to Mastery” public-interest course website · Pr 12 Codex, OpenCode 1 1,376 tok
duongtruongdp/ND-ImgConverter duongtruongdp.net A fast, native media conversion toolkit for photographers, filmmakers and creators. 12 Codex, OpenCode 1 633 tok
geekdada/sui3 Yet another personal start page.|Yet another personal start page. 12 Claude Code, Codex, OpenCode 3 1,465 tok
code-yeongyu/codex-rules Codex plugin that injects project rule files into model context through lifecycle hooks. 12 Claude Code, Codex, OpenCode 1 377 tok
kstep-dev/kstep kstep-dev.github.io kSTEP: Kernel Scheduler Test and Evaluation Platform 12 Codex, OpenCode 1 802 tok
QuixiAI/QuixiMath 12 Codex, OpenCode 1 2,082 tok
peiyucn/epytor marketplace.visualstudio.com WYSIWYG Markdown editor for VS Code, powered by Milkdown. 12 Codex, OpenCode 1 4,974 tok
Mozilla-Ocho/tabstack-cli 12 Claude Code, Codex, OpenCode 2 6,905 tok
ericediger/SECOND-BRAIN My implementation of the Second Brain concept inspired by Nate B. Jones and Tiago Forte's 12 Claude Code 1 1,427 tok
linuxfoundation/lfx-self-serve linuxfoundation.github.io LFX Self Serve UI 12 Claude Code, Codex, GitHub Copilot, OpenCode 21 6,781 tok
chriswritescode-dev/opencode-forge OpenCode plugin for autonomous dev loops, planning, and worktree sandbox environments. 12 Codex, OpenCode 1 1,852 tok
hyun06000/AIL-old A programming language designed for AI as the primary author of code 12 Claude Code 3 15,359 tok