How real projects configure their agents

2,016 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
dinglebear-ai/rtailscale npmjs.com Rust MCP server and CLI for Tailscale tailnet operations: devices, users, keys, policies, 5 Claude Code, Codex, Gemini CLI, OpenCode 4 3,084 tok
magna-nz/backstory Search your data exports from Google, Telegram, Spotify, and Instagram in one place. Every 5 Gemini CLI 1 357 tok
sidkandan/CLIronChef CLI and AI-agent control for Typhur Dome 2 and Sync ONE probe cooks 5 Claude Code, Codex, Gemini CLI, OpenCode 3 3,003 tok
skycube/junebug Agent skill that reduced the natural language to what's important. Stay with the most rele 5 Claude Code, Codex, Gemini CLI, OpenCode 3 776 tok
marc-shade/agentic-system-oss Open Source 24/7 Autonomous Agentic AI System 5 Claude Code, Codex, Gemini CLI, OpenCode 4 9,448 tok
kondukt-dev/core kondukt.dev Postman for MCP — test, validate, debug, and scaffold Model Context Protocol servers. Itse 5 Claude Code, Codex, Gemini CLI, OpenCode 3 1,504 tok
weitzu-com/ai-article-factory AI Article Factory — a Claude Code skill that turns any material/topic/product into illust 5 Claude Code, Codex, Gemini CLI, OpenCode 3 1,465 tok
stroops/sloop stroops.tech The local-first control layer for your AI coding CLIs — one context, one cross-repo fleet 5 Claude Code, Codex, Gemini CLI, OpenCode 3 413 tok
ValorVie/custom-skills Automated AI dev environment setup CLI with curated Skills collection for Claude Code and 5 Claude Code, Codex, Gemini CLI, OpenCode 5 4,485 tok
rshade/mcp-devtools-server rshade.github.io AI-powered development tools server for Claude Code and MCP clients. 40+ tools for Go, Nod 5 Claude Code, Codex, Gemini CLI, OpenCode 18 10,420 tok
DongDuong2001/pudo-code-system Modular, scalable, automated development intelligence. 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 1,949 tok
markdavidgan/apple-dev-skills Apple platform development skills for Claude Code, Cursor, Kimi Code, Antigravity, Codex C 5 Claude Code, Codex, Gemini CLI, OpenCode 3 7,239 tok
netresearch/matrix-skill Three Agentic Skills for Matrix: encrypted chat with a daemon that follows rooms live, Syn 5 Claude Code, Codex, Gemini CLI, OpenCode 3 3,075 tok
nobrainer-tech/nobrainer-tech-skills nobrainer.tech Portable agentic workflows for guarded autonomy, visible sessions, SDD, decisions, RCA, ev 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,743 tok
frane/grpvn Chat between the AI agents on your machine — they coordinate, ask each other questions, an 5 Gemini CLI 1 246 tok
jmerelnyc/paygate-402 Turn any API or MCP server into a paid service 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 657 tok
agentrq/agentrq-gemini-extension agentrq.com AgentRQ - Task manager for AI agents. Gemini CLI extension makes gemini empower to manage 5 Gemini CLI 1 140 tok
ApexIQ/skillsmith pypi.org One command to make any repo agent-ready. Scaffolds .agent/ workspace, platform instructio 5 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,432 tok
PO-VINCENT/ai-shopping-audit Lighthouse for AI shopping: audit any product page for AI-agent readiness. 0-100 score, ev 5 Claude Code, Codex, Gemini CLI, OpenCode 3 409 tok
alfredobs97/dart_docs_mcp A local Model Context Protocol (MCP) server that provides an AI agent with the ability to 5 Gemini CLI 1 723 tok
Leodorareluctant259/superpowers-zh Translate and adapt Superpowers for Chinese AI coding tools, with 20 skills and 6 China-sp 5 Gemini CLI 1 27 tok
fishwww-ww/dingtalk-mcp geminicli.com A Gemini CLI extension for DingTalk's MCP server. 5 Gemini CLI 1 921 tok
ApiliumCode/aingle apilium.com The verifiable memory cortex for AI agents: a semantic graph and vector search with zero-k 5 Gemini CLI 1 627 tok
rafaelghif/antigravity-agents Universal agentic engineering layer for Google Antigravity. Features autonomous multi-agen 5 Claude Code, Codex, Gemini CLI, OpenCode 21 1,701 tok
Mazalucas/El-DT Orchestrator structure for projects management with Antigravity/Cursor, etc 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 24,428 tok
mikhailkogan17/cybermem cybermem.dev Remote Self-hosted Memory MCP Server 5 Gemini CLI 1 7,572 tok
dimosgit/grounded-knowledge-engine gke.dimouzunov.com Local-first engine that grounds an AI agent's answers in your own Markdown and captures wh 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,385 tok
accd/verchestra accd.github.io Verified, portable AI software-delivery harness with policy gates, read-only data probes, 5 Claude Code, Codex, Gemini CLI, OpenCode 3 1,151 tok
mbanderas/maestro marklaursen.com Achieve Frontier AI performance in your CLI — fuse the local model CLIs you already run. F 5 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 5 5,441 tok
laird/agents Agent protocols and configurations for SPARC development 5 Claude Code, Codex, Gemini CLI, OpenCode 4 6,989 tok
Jonkimi/create-conductor-flow npmjs.com Bring Conductor, a spec-driven workflow for Gemini CLI, to any coding agent environment. 5 Claude Code, Gemini CLI 8 1,066 tok
ZhanZiyuan/winget-mcp geminicli.com A Gemini CLI extension for the Windows Package Manager (WinGet) MCP server. 5 Gemini CLI 1 163 tok
kudosity/gemini-kudosity-sms-extension Send SMS and MMS messages, manage contact lists, and configure webhooks using the Kudosity 5 Gemini CLI 1 1,115 tok
TechyMT/claude-code-superpowers 16 engineering patterns extracted from Claude Code's production source code, packaged as s 5 Claude Code, Codex, Gemini CLI, OpenCode 3 2,315 tok
Muntello/vibe-project-template 5 Claude Code, Codex, Gemini CLI, OpenCode 4 2,448 tok
giggsoinc/raven AI Engineering Discipline for Comprehension Debt. Andie, the multi-dimensional thinking ag 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 11 5,003 tok
gastownhall/website 5 Claude Code, Codex, Gemini CLI, OpenCode 4 1,608 tok
FutureTranz-Inc/ai-ethics FutureTranz AI ethics and attribution enforcement framework 5 Claude Code, Codex, Gemini CLI, OpenCode 3 1,859 tok
chiptoe-svg/nanoclaw_flexagents nanoclaw_flexagents — forked from qwibitai/nanoclaw 5 Claude Code, Codex, Gemini CLI, OpenCode 43 6,865 tok
thiscantbeserious/agent-session-recorder AGR is a terminal recorder, player and asciicast v3 optimizer that automatically records y 5 Claude Code, Codex, Gemini CLI, OpenCode 3 299 tok
alexey1312/swift-index SwiftIndex — Swift-native semantic code search 5 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 33 6,101 tok
Juce-me/init_agents_md Reusable starter for installing and maintaining a shared AGENTS.md instruction file across 5 Claude Code, Codex, Gemini CLI, OpenCode 3 2,823 tok
irahardianto/rugged-gemini A rugged, high-quality configuration suite for AI Agents on Gemini CLI. 5 Claude Code, Gemini CLI 88 —
Emily2040/parallel-codegen-orchestrator 5 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 163 tok
omgtwhub/payment-aio-skill 5 Codex, Gemini CLI, OpenCode 2 1,015 tok
its-meseba/antigravity-configuration-and-claude-skills-integration I like using Antigravity IDE, and I wanted to have the capabilities of Claude Code Skills 5 Gemini CLI 1 2,580 tok
ragnarok22/agent-skills Single source of truth for your custom Agent skills. 5 Claude Code, Codex, Gemini CLI, OpenCode 3 571 tok
meta-quest/Meta-Horizon-Platform-SDK-Samples Collection of sample projects demonstrating integrations of the Meta Horizon Platform SDK. 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 1,031 tok
evefrontier/dapp-index EVE Frontier Dapp Index product: a Sui registry, Walrus-backed metadata flow, and web app 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,146 tok
b-fontaine/devoxx-2026 Support de talk pour devoxx 2026 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,036 tok