How real projects configure their agents

23,733 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
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
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
Tiziano-AI/pi-continue Pi package that keeps long runs moving with safe mid-run compaction and a focused continua 20 Codex, OpenCode 1 6,873 tok
eliavamar/repositories-wiki 20 Codex, OpenCode 1 170 tok
tiny-flowlab/novel-studio-copilot-cli AI-powered multi-agent novel creation system for GitHub Copilot CLI 20 Claude Code, Codex, OpenCode 27 1,574 tok
project-koku/koku-metrics-operator Operator to obtain OCP usage data and upload it to koku. 20 Claude Code, Codex, OpenCode 5 1,124 tok
waynesutton/convex-mcp-visual npmjs.com Schema visualizer and dashboard tools for exploring Convex databases. Opens interactive br 20 Claude Code, Codex, OpenCode 2 1,433 tok
rickicode/patchright-browser MCP server for browser automation via Patchright. Multi-profile Chromium, headed/headless, 20 Codex, OpenCode 1 686 tok
validatedpatterns/docs validatedpatterns.io Validated Patterns documentation 20 Codex, OpenCode 1 2,421 tok
sanjeed5/cursor-slidev sanjeed5.github.io Make slides using Cursor. Sample slides below: 20 Claude Code, Codex, OpenCode 23 3,324 tok
KitTheFox123/workspace Kit's open-sourced agent workspace 🦊 - SOUL.md, memory, knowledge, scripts 20 Codex, OpenCode 1 628 tok
vvvvvivekkk/LLM-Wiki-v3 20 Codex, OpenCode 1 1,507 tok
rmedranollamas/research-cli Gemini Deep Research Agent CLI 20 Claude Code, Codex, OpenCode 5 877 tok
dawangcoding/ClawUI Cross-platform desktop client for OpenClaw — built-in Gateway management, onboarding wizar 20 Codex, OpenCode 1 6,103 tok
hyungchulc/memory-forest A verifiable local memory architecture for long-running AI agents 20 Codex, OpenCode 1 195 tok
xrf9268-hue/llm-council-plugin 20 Claude Code, Codex, OpenCode 2 1,588 tok
RayFernando1337/minimal-realtime-kit Minimal, bring-your-own-key GPT Realtime voice agent (Swift/iOS) — spec, plan & starter sn 20 Codex, OpenCode 1 1,871 tok
chartrambiz/diaMCP An all-in-one MCP server exposing file operations, web search, git operations, shell comm 20 Codex, OpenCode 1 2,200 tok
tallesborges/zdx An agentic CLI, built in rust. 20 Codex, OpenCode 1 2,805 tok
Go1c/LumioAgent LumioAgent 20 Claude Code, Codex, OpenCode 4 603 tok
pierreb-devkit/Vue weareopensource.me :computer: Vue - Boilerplate Front : Vue 3, Pinia, Vuetify 3, JWT, Jest 20 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,605 tok
dbmcco/shell-scenario-panel Claude Code-powered Shell scenario planning system with multi-specialist consultation 20 Claude Code, Codex, OpenCode 8 7,736 tok