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
victusfate/scaffold opinionated agent neutral scaffold for new projects 7 Claude Code, Codex, Gemini CLI, OpenCode 7 3,550 tok
easingthemes/dx-aem-flow AI-powered development plugins for Claude Code & Copilot CLI — requirements to PR workflow 7 Claude Code, Codex, Gemini CLI, OpenCode 5 10,900 tok
hkopenai/hk-climate-mcp-server This is an MCP server that provides access to climate and weather data through a FastMCP i 7 Gemini CLI 1 356 tok
ARCASSystems/FounderOS A local-first operating layer for founders, on Claude Code. Six markdown files run your bu 7 Claude Code, Codex, Gemini CLI, OpenCode 57 14,530 tok
Dannykkh/skill-olympus Twelve Greek gods. One command. A working SaaS. 98 skills + 49 agents + 13 hooks for Claud 7 Claude Code, Codex, Gemini CLI, OpenCode 2 9,448 tok
jmagar/swag-mcp SWAG reverse proxy configuration management via MCP. Create, edit, view, and manage nginx 7 Claude Code, Codex, Gemini CLI, OpenCode 3 2,374 tok
muhammad1438/academic-writer-skills 27 specialist academic writing skills for Claude Code, Gemini CLI, and Cursor IDE 7 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 10,158 tok
luca-mastrostefano/agent-native-setup The package manager for agent-native setups: discover the community's top-adopted profiles 7 Claude Code, Codex, Gemini CLI, OpenCode 5 406 tok
gabrielzucco/cerebro-inevita inevitasociety.com Company Brain open source: segundo cérebro de negócio local-first que roda no agente de IA 7 Claude Code, Codex, Gemini CLI, OpenCode 26 4,483 tok
fakiho/neohive neohive.alionix.com One command. Your AI agents can talk to each other. The MCP collaboration layer for Claude 7 Claude Code, GitHub Copilot, Cursor, Gemini CLI 19 5,336 tok
MatrixFounder/Agentic-development A robust agentic workflow for LLM-based development. Features role-based orchestration (An 7 Claude Code, Codex, Gemini CLI, OpenCode 6 11,997 tok
VMAFx/vmafx vmafx.dev VMAFx: perceptual video quality assessment (VMAF), GPU-accelerated and SIMD-tuned. CUDA, S 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 53 11,533 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
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
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
nimbus-agent/Nimbus nimbus-agent.dev On-call intelligence for DevOps and platform teams. Local-first AI agent over your tools — 7 Claude Code, Gemini CLI 29 29,854 tok
UseJunior/email-agent-mcp Email connectivity for AI agents — MCP server for Claude Code, Gemini CLI, Cursor, and mor 7 Claude Code, Codex, Gemini CLI, OpenCode 4 872 tok
rmyndharis/aimhooman aimhooman teaches coding agents Git etiquette—keeping agent memory, internal instructions, 7 Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 4 3,319 tok
dirnbauer/typo3-skills 61 Agent Skills that teach Claude Code, Codex, Cursor and Gemini how to build, upgrade and 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 5 6,893 tok
abk1969/ai-act-skills Multi-platform agent skills (Claude Code + Gemini CLI + OpenAI Codex) for EU AI Act compli 7 Codex, Gemini CLI, OpenCode 2 1,993 tok
HuskyDanny/OnPoint Big idea first, then fewer words, then less code. One switch for 12+ AI coding agents — me 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 6 11,287 tok
moabualruz/fulcrum Local-first Agent OS — project management, agent orchestration, docs, memory, and develope 7 Claude Code, Codex, Gemini CLI, OpenCode 3 5,706 tok
s977043/river-review river-review.the3396.com Turn reviews into organizational decision assets. Review Judgment as Code for AI-assisted 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 10 7,238 tok
elmoritz/agents-skills-setup elmoritz.github.io 7 Claude Code, Codex, Gemini CLI, OpenCode 33 3,035 tok
XiaomingX/moltbot-connector-feishu-dingtalk Create a moltbot, clawdbot that supports Feishu and DingTalk links 7 Gemini CLI 2 —
bybren-llc/rendertrust RenderTrust™ is an open‑source standard Edge-AI Fabric that balances privacy, security, an 7 Claude Code, Codex, Gemini CLI, OpenCode 75 5,888 tok
MadaBurns/blackveil-dns-action GitHub Action: DNS & email security scanning with Blackveil DNS. Enforce minimum grades in 7 Cursor, Gemini CLI 2 157 tok
wghglory/ngx-lift-workspace ngx-lift.vercel.app Lift your angular dev experience 7 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 24 1,182 tok
tabato/viral-ops Scan YouTube channels, score virality, and generate AI copy angles for your niche. Free wi 7 Claude Code, Gemini CLI 2 843 tok
hybridlabor-api/bdb-dev-optimized-agent-skills A Curated AI AGENT OS – Optimized agent skills and add-ons like memB, OpenWiki, Heimdall T 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 2,961 tok
sumup/sumup-skills developer.sumup.com Agent Skills for teaching agents how to build with SumUp. 6 Gemini CLI 1 361 tok
pixeltable/pixeltable-skill pixeltable.com Agent skill, plugin and MCP server for building multimodal AI apps with Pixeltable in Clau 6 Codex, Gemini CLI, OpenCode 2 1,772 tok
paufortiana/geminicli-git-tools-extension Enhance your Git workflow with AI-generated commit messages and PR drafts directly in Gemi 6 Gemini CLI 1 104 tok
parlay-run/parlay-mcp parlay.run MCP server for prediction markets — search and compare across Polymarket, Kalshi, Limitles 6 Gemini CLI 1 463 tok
malekokour/clinpharm-pmx-skills malekokour.github.io Turn any AI agent into a clinical pharmacologist and pharmacometrician. It reviews, reconc 6 Claude Code, Codex, Gemini CLI, OpenCode 3 1,501 tok
carbonshow/intent-fluid From raw concept to finished deliverables. A collection of general-purpose autonomous meth 6 Claude Code, Codex, Gemini CLI, OpenCode 3 1,685 tok
Kocal/symfony-contribution-skills symfony.com IA skills for contributing to the Symfony framework & related packages 6 Codex, Gemini CLI, OpenCode 2 1,042 tok
Stronger197/douchebag Turns your coding agent into a loud vulgar gym-bro chad. 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,122 tok
mzored/init-deep AI documentation generator for Claude Code, Cursor, Copilot, Gemini CLI, Codex, Windsurf, 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,843 tok
Traves-Theberge/openlens npmjs.com openlens is an opencode, code review tool that runs multiple specialized AI agents in para 6 Claude Code, Codex, Gemini CLI, OpenCode 4 5,541 tok
louisbrulenaudet/bodyboard Canonical instructions for coding assistants from a single AGENTS.md ✨ 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,604 tok
ZhanZiyuan/cloudflare-mcp geminicli.com A Gemini CLI extension for Cloudflare's MCP servers. 6 Gemini CLI 1 295 tok
tanaikech/gas-development-kit-extension medium.com This Gemini CLI extension enhances Google Apps Script development by integrating with tool 6 Gemini CLI 1 444 tok
nawodyaishan/universal-mcp-sync Universal MCP Sync (usync) is a local-first MCP configuration manager for developers who u 6 Claude Code, Gemini CLI 12 —
Juliocbm/beacon-docs Opinionated documentation convention + CLI for AI-collaborative codebases. Scaffolds docs, 6 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 4,581 tok
karlng279/ai-ready-product-workflow-v2 karlng279.github.io AI-Ready Product Workflow V2 6 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 11 8,319 tok
rizkyhaksono/portfolio-v3 natee.my.id Portfolio v3 using Next.js 16 with SSR, CSR, ISR, Azure Web App, Portainer. 6 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 6 10,861 tok
morooka-akira/aicm 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 10 9,770 tok
radif-ru/ai-multi-agent-system radif.ru A local multi-agent system running on self-hosted LLMs (Ollama). 3 channels (Telegram/cons 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 16 2,319 tok