How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
shiaho777/andmx Android-native AI coding agent (AndMX) 21 Codex, OpenCode 1 802 tok
wuisabel-gif/Delphin wuisabel-gif.github.io A duplex companion for AI agent CLIs: talk and listen at the same time. 21 Claude Code, Codex 1 —
oakoss/agent-skills 21 Claude Code, Codex, OpenCode 4 1,956 tok
mslavov/shelly-forge Shelly Forge is a TypeScript framework and CLI tool for developing, testing, and deploying 21 Claude Code, Codex, OpenCode 2 1,249 tok
elvisdragonmao/emtech emtech.cc Mao Ge EM tech, design, and furry secrets 21 Codex, OpenCode 1 457 tok
crustyhacker/pi-jarvis Memory you can edit. Watchers that wake an idle Pi agent without model polling. A persiste 21 Codex, OpenCode 1 7,602 tok
shipkit-io/bones bones.sh Shipkit (bones), a starter kit for building React/Next.js sites fast. 21 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 6,569 tok
impierce/ssi-agent impierce.com An eIDAS 2.0-compliant Self Sovereign Identity Agent that connects European Identity Walle 21 Claude Code, Codex, GitHub Copilot, OpenCode 21 3,087 tok
mttmcknn/android-emulator-plugin Run, control, and test Android emulators directly in Codex, with a live panel and a dedica 21 Codex, OpenCode 1 525 tok
yojo-art/cherrypick xn--vusz0j.art Coalition-oriented CherryPick fork 21 Claude Code, Codex, GitHub Copilot, OpenCode 16 4,042 tok
spotify/ads-agentic-tools A Claude Code plugin that lets you manage Spotify advertising campaigns through natural la 20 Codex, OpenCode 1 5,094 tok
mahmoudilyan/marmoui marmoui.com The AI agentic designer — open-source React design system + MCP that lets Claude, Codex, C 20 Claude Code, Codex, Cursor, OpenCode 3 3,396 tok
zake-cn/codex_lead_cc Let Codex act as the leader, directing Claude Code powered by DeepSeek, to save my precari 20 Codex, OpenCode 1 871 tok
Chepko932/OctoOffice OctoOffice - AI Agent Company Simulation. Command your CLI agent empire from the CEO desk. 20 Codex, OpenCode 1 4,908 tok
tarnish233/gitpic GitHub image-hosting CLI tool: upload local or clipboard images, generate Markdown links, 20 Codex, OpenCode 1 4,708 tok
jianzhoujz/input-indicator macOS Chinese input method indicator (supports Doubao Input Method/WeChat Input Method) 20 Codex, OpenCode 1 7,192 tok
ChenXi-hub/tju-thesis-review-kit Cursor, Codex, and Claude Code workflows, prompts, and a LaTeX starter template for review 20 Claude Code, Codex, OpenCode 2 577 tok
dbl8005/sitrep-panel A live local HTML report Claude keeps updated as it works — status board, running narrativ 20 Codex, OpenCode 1 1,488 tok
mimfort/rag_for_git AI pull-request reviewer: hybrid RAG + a code graph + Claude Code/Codex. Whole-repo contex 20 Claude Code, Codex, Gemini CLI, OpenCode 5 22,359 tok
f-amine/vibe-stack vibestack.salzier.com The SaaS starter where Claude writes the rest. AI-first, full-stack: Next.js 16, Better Au 20 Claude Code, Codex, OpenCode 13 2,842 tok
OneSignal/onesignal-python-api 20 Claude Code, Codex, OpenCode 2 799 tok
alinalihassan/Lesma lesma.org The Lesma Programming Language 20 Codex, OpenCode 1 3,672 tok
r0k1s-i/fediverse-with-100k-stars 100kstars.contained.love This project visualizes Fediverse instances as stars in a 3D galaxy 20 Claude Code, Codex, OpenCode 2 4,155 tok
xmtp/example-notification-server-go Example push notification server, written in Golang 20 Claude Code, Codex, OpenCode 2 973 tok
AlirezaKeshavarz83/fix-quera 20 Codex, OpenCode 1 1,338 tok
aliramw/lalaclaw lalaclaw.ai A better way to co-create with OpenClaw. 20 Codex, OpenCode 1 7,505 tok
grainulation/wheat wheat.grainulation.com Structured research sprints for AI coding agents. Claims, conflicts, compilation. 20 Codex, OpenCode 1 162 tok
arezous/pm-pilot AI copilot for product managers. Built for Claude Code and Cursor. 20 Claude Code, Codex, OpenCode 2 2,216 tok
mshahiddigital/agentic-local-seo-audit mshahid.com Complete 21-phase local business SEO audit plugin for Claude Code — 24 skills, 36 commands 20 Claude Code, Codex, OpenCode 3 9,429 tok
lh17708357536-gif/flutter-cn-overseas-app-skills China and overseas dual-market Flutter+NestJS multi-platform App development Agent Skills: 20 Codex, OpenCode 1 943 tok
sethdeckard/atria TUI for managing multiple AI coding agents in terminal tabs and panes, plus a Go library ( 20 Claude Code, Codex, OpenCode 2 6,772 tok
stefanhoelzl/codehydra codehydra.stho.net Multi-Workspace IDE for Parallel AI Agent Development 20 Claude Code, Codex, OpenCode 8 3,063 tok
OcHub-team/OcHub Native desktop control center for AI coding tools — provider switching, local relay, MCP, 20 Codex, OpenCode 1 247 tok
andre-simplifica/oracle-apex-ai-skills Vibe coding for Oracle APEX 24.2. Stop hand-building pages; let AI agents inspect, generat 20 Codex, OpenCode 1 556 tok
LastSearch-HQ/lastsearch lastsearch.ai Reliable research infrastructure for AI agents. Evidence-backed web search with citations, 20 Claude Code, Codex 2 3,130 tok
MySetsuna/ridge mysetsuna.github.io Split-screen terminal workspace — split panes, embedded editor, Git graph, Claude Code age 20 Claude Code, Codex, OpenCode 2 378 tok
NERDSORG/Mutsumi Multi-Agents VSCode Extension that Focuses on the Full Control of Context, Observability a 20 Codex, OpenCode 1 1,385 tok
coalesce-labs/catalyst Deprecated — Catalyst local runtime, kept for history. Use coalesce-labs/catalyst-dev-skil 20 Claude Code, Codex, OpenCode 2 7,966 tok
Alenryuichi/openmemory-plus 🧠 AI Agent Memory Management Framework - Dual-layer memory architecture with smart classi 20 Codex, OpenCode 1 1,017 tok
gmaynez/debugssy marketplace.visualstudio.com AI debugger for VS Code 20 Codex, OpenCode 1 2,686 tok
ginkida/rustyhand Agent OS in Rust — one binary, 37 agents, 26 LLM providers, 37 channels (Telegram/Discord/ 20 Codex, OpenCode 1 611 tok
simonrowland/goal-flight Claude/Grokbot plugin and scripts: long-running controller pattern to chunk and delegate c 20 Claude Code, Codex, OpenCode 2 3,253 tok
aigengame/cli-agentic-workflow A lightweight local-first CLI that orchestrates AI agent CLIs (claude, codex) into powerfu 20 Claude Code, Codex, OpenCode 6 198 tok
vastxie/ai-worldcup-2026 wc.lightai.io AI WorldCup Arena 2026: AI agents compete to predict the 2026 World Cup with virtual point 20 Claude Code, Codex, OpenCode 2 2,611 tok
EmZod/Speak-Turbo speakturbo-site.vercel.app Ultra-fast local TTS for AI agents. ~90ms to first sound. 20 Codex, OpenCode 1 768 tok
SoundBlaster/XcodeMCPWrapper soundblaster.github.io MCP that makes Xcode 26.3's MCP compatible with Cursor and other strict MCP-spec-compliant 20 Claude Code, Codex, OpenCode 8 3,421 tok
aws-bench/aws-bench-datasets Scenarios and tasks for evaluating AI agents on real-world AWS automation tasks. Use the a 20 Claude Code, Codex, OpenCode 2 1,233 tok
Kevandrew/sophia sophiahq.com Your AI builds the code. Sophia makes sure it's right. 20 Codex, OpenCode 1 514 tok
aak204/Tool-Catalog-Compiler A managed proxy gateway and compiler for AI agents. It takes noisy OpenAPI/MCP directories 20 Codex, OpenCode 1 342 tok
jimmyliao/digest-agent 20 Claude Code, Codex, Gemini CLI, OpenCode 7 1,949 tok