How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
luckiday/vibe-hardware Vibe-code real hardware: agent skills that take a device from a plain-language idea to fir 7 Claude Code, Codex, OpenCode 2 1,753 tok
CopilotKit/Generative-UI-Global-Hackathon-Starter-Kit 7 Claude Code, Codex 11 —
Heapy/kortex Agent Skills for Kotlin Development 7 Claude Code, Codex, OpenCode 2 1,311 tok
AdvayRoy/slate-skills Token-efficient skills for Codex and Claude Code. Less agent noise. More engineering signa 7 Claude Code, Codex, Gemini CLI, OpenCode 3 501 tok
omkhar/vulnerability-validation-skill 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 3,473 tok
vdmcb/thinking-os vadim.software Portable cognitive skills for capable AI agents 7 Claude Code 1 873 tok
dmythro/agent-skills dmythro.com Agent skills for OpenCode, Claude Code and other AI agents 7 Claude Code, Codex, OpenCode 2 1,851 tok
hangx969/learning-notes A repository of knowledge base covering Kubernetes, cloud-native technologies and more. 7 Claude Code, Codex, OpenCode 2 2,375 tok
apify/actor-ai-code-sandbox apify.com Open-source Actor that provides a sandbox for secure execution of AI generated code. Suppo 7 Claude Code 1 109 tok
mr-devs/cc-academic-website Academic website template + Claude Code assisted development. 7 Claude Code 1 555 tok
zaxardery8011-design/aiwff-runtime zax.com.tw Local task engine. Each task leaves a file you can open. 7 Claude Code, Codex, OpenCode 2 329 tok
arch2code/arch2code Architecture specification and generators 7 Claude Code, Codex, OpenCode 2 2,508 tok
lyadhgod/antigravity-vscode Bring Google's Antigravity CLI (agy) into VS Code: an agentic coding companion with a Mate 7 Claude Code 1 —
heygen-com/auto-model-optim 7 Claude Code, Codex, OpenCode 3 735 tok
vishvananda/agent-cppgm 7 Claude Code, Codex, OpenCode 2 1,713 tok
Jcstack/ashare-ai-analyst LLM-powered A-share (Chinese stock) market analysis platform — technical analysis, predict 7 Claude Code 5 966 tok
mozilla/blender mozilla.github.io 7 Claude Code, Codex, GitHub Copilot, OpenCode 4 319 tok
lowtidebuild/ebook-writer A multi-agent system that transforms a topic into a professional, print-ready ebook. 7 Claude Code 11 7,158 tok
ai-assist-org/ai-assist ai-assist-org.github.io AI assistant with MCP integration, agent skills, knowledge graph, and task scheduling 7 Claude Code, Codex, OpenCode 2 14,646 tok
LostBeard/SpawnDev.AI lostbeard.github.io Run and serve local LLMs everywhere .NET runs - desktop and the browser - on the SpawnDev. 7 Claude Code 1 2,363 tok
andkirby/markdown-ticket Kanban-style ticket board system using markdown files for storage. Features drag-and-drop 7 Claude Code, Codex, OpenCode 4 2,826 tok
wangjs-jacky/jacky-skills-learning AI programming assistant Skills tutorial — systematically learn and master how to create, 7 Claude Code 1 315 tok
RealAdarsh/jj-skill Cross-agent Jujutsu (jj) workflow skill for coding agents (Codex, Claude, Gemini, and AGEN 7 Claude Code, Codex, Gemini CLI, OpenCode 3 312 tok
LetsConstructIT/tekla-templates Generate, validate and preview Tekla Structures report (.rpt) and drawing (.tpl) templates 7 Claude Code 1 —
steven-jzt/MCM-AI-Assistant An AI assistant system for mathematical modeling competitions based on Claude Code + DeepS 7 Claude Code 6 381 tok
Spritualkb/CTFskill 7 Claude Code, Codex 2 —
zhoushoujianwork/clawflow Coding as a Service. 7 Claude Code, Codex, OpenCode 3 5,691 tok
robomoto/agent-system A framework for building specialist Claude agents that delegate work through a team lead, 7 Claude Code 44 2,933 tok
DotBots/mari crystalfree.atlassian.net The Micro-robot Access Radio Infrastructure (Mari) enables responsive wireless communicati 7 Claude Code, Codex, OpenCode 2 538 tok
bsene/skills 7 Claude Code, Codex, OpenCode 22 442 tok
Comfy-Org/github-workflows Shared reusable GitHub Actions workflows for Comfy-Org 7 Claude Code, Codex, OpenCode 2 3,304 tok
VectorJet/Mali-G77-MC9 Reverse-engineering notes and tools for ARM Mali-G77 MC9 GPU driver behavior. 7 Claude Code, Codex, OpenCode 5 496 tok
coyoteXujie/yxts-llm A Python rewrite of the Heroes of Jin Yong game, integrating NPCs with LLMs. Different act 7 Claude Code, Codex, OpenCode 2 1,082 tok
meerita/monorepo-nextjs-golang-rust-python-ai-rules Example of Agents rules for a project made with React, Rust, Golang, Python. 7 Claude Code, Codex, OpenCode 3 1,826 tok
shihyuho/opencode-command-inject Turn your project commands, loaded skills into ready-to-run OpenCode commands. 7 Claude Code, Codex, OpenCode 2 5,407 tok
msitarzewski/phase Phase is an open protocol for distributed computation: workloads are discovered, executed, 7 Claude Code, Codex, OpenCode 2 7,956 tok
joanmarcriera/Home-office-automations ai.riera.co.uk Agent-maintained knowledge hub for a privacy-first home-office automation stack. Live at a 7 Claude Code, Codex, OpenCode 8 2,438 tok
andersonlemesc/Oryntra Open-source LLM agent platform for Chatwoot — Laravel 13 + Filament + Python/LangGraph 7 Claude Code, Codex, Gemini CLI, OpenCode 15 7,698 tok
DuqueOM/ML-MLOps-Portfolio Production-grade MLOps platform: 3 end-to-end ML projects with CI/CD, Terraform (GCP GKE) 7 Claude Code, Codex, OpenCode 17 8,452 tok
LongLeo287/seosona-flow seosona-flow.vercel.app SEOSONA Flow — Chrome MV3 extension tự động hoá tạo ảnh/video AI (Google Flow, ChatGPT, Ge 7 Claude Code, Codex, OpenCode 21 284 tok
lets-mica/mica-admin dreamlu.net A low-code administration backend based on the open-source mica toolkit, using Maven, Spri 7 Claude Code, Codex, OpenCode 5 5,742 tok
diffplug/dormouse dormouse.sh Multitasking Terminal for Mice and Thumbs 7 Claude Code, Codex, OpenCode 8 7,678 tok
hakula139/nixos-config My Nix environment, including the agent harness with autonomous agents. 7 Claude Code, Codex, OpenCode 6 827 tok
justinfiore/video-censor-personal A Python-based system for performing personal censoring of video files based on video cont 7 Claude Code, Codex, OpenCode 15 649 tok
coding-ax/docvideoer Document-to-video skills for converting document URLs, web articles, Markdown, or pasted t 7 Claude Code, Codex, OpenCode 3 2,826 tok
kiankyars/microddp kiankyars.github.io 7 Claude Code 1 611 tok
1139030773-cmd/agent-workflow-system Bilingual AI workflow system — 7 collaborative skills covering the full lifecycle of guida 7 Claude Code 1 2,576 tok
gaozhi-ustc/paddleocr-dgx 7 Claude Code 1 22,987 tok
agentic-swe/agentic-swe agentic-swe.github.io Open-source governed pipeline for coding agents: state machine, human gates, and a reprodu 7 Claude Code, Codex, Gemini CLI, OpenCode 3 4,016 tok
djienne/DELTA_NEUTRAL_HYPERLIQUID_PERP_SPOT An automated Node.js trading bot that earns/farms funding rates payments on Hyperliquid by 7 Claude Code 1 3,417 tok