How real projects configure their agents

22,170 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
afollestad/alveary alveary.af.codes 🐝 [beta] A native AI agent orchestration app for macOS. 6 Claude Code, Codex, OpenCode 4 2,179 tok
DeHor-Labs/transcreve-ai Multimodal video dossiers for agents: transcripts, frames, OCR, evidence, and RAG-ready kn 6 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 7 2,966 tok
shuaiqideyu/SecAtlas Structured Chinese web penetration knowledge base: technical cards, topics, case studies, 6 Codex, OpenCode 1 1,604 tok
docushell/ethos docushell.com Open-source verifier for document citations, source evidence, RAG, and agents, with built- 6 Codex, OpenCode 1 295 tok
All-The-Vibes/ATV-Phoenix Intent in, outcome out. A self-healing, self-learning/hill climbing harness that drives co 6 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,741 tok
j-i-l/contAIn Container based opencode setup for strict agent isolation 6 Codex, OpenCode 1 1,612 tok
alex-alecu/garden-desk gardendesk.ai Private AI on premise 6 Claude Code, Codex, OpenCode 13 2,577 tok
alwkala/tidyfactor-design alwkala.com We are building the open ecosystem for AI-ready business websites. 6 Claude Code, Codex, OpenCode 27 1,894 tok
Toni-Agent/company-brain-starter A small, sanitized starter for building a durable AI company brain with clear approval bou 6 Codex, OpenCode 1 988 tok
scibly-dev/skills AI skills for agentic education 6 Codex, OpenCode 1 161 tok
Azure/documentdb-agent-kit Agent Skills pack for Azure DocumentDB (MongoDB compatibility) - vector search, full-text 6 Claude Code, Codex, Gemini CLI, OpenCode 2 3,094 tok
o3-shop/shop-ce 6 Claude Code, Codex, GitHub Copilot, OpenCode 51 2,217 tok
posteyai/skills postey.ai Postey MCP server and agent skills. Draft, schedule and publish social posts to nine platf 6 Claude Code, Codex, OpenCode 3 4,221 tok
inklate/social-skills inklate.com Social media skills for your AI agents 6 Claude Code, Codex, OpenCode 2 1,167 tok
yangjike-ai/nusto nusto-remote.alibaba-inc.com Native macOS terminal for Claude Code and Codex CLI workflows 6 Codex, OpenCode 1 96 tok
waldekmastykarz/atifact Turn HAR files, Claude Code, Copilot CLI, and Codex CLI logs into standardized ATIF v1.7 t 6 Claude Code, Codex, OpenCode 2 270 tok
BhavyaFattania/autonomous-rag An intelligent, autonomous system designed to iteratively hyper-optimize Retrieval-Augment 6 Claude Code, Codex, OpenCode 2 3,406 tok
darellchua2/opencode-config-template 6 Codex, OpenCode 1 2,321 tok
grapeot/context-infrastructure-en English reference implementation of context infrastructure for AI workspaces 6 Codex, OpenCode 1 1,108 tok
Jerrylalala/compound-engineering Chinese-enhanced Claude Code composite engineering plugin — AI Skills, Agents, and Workflo 6 Claude Code, Codex, OpenCode 8 7,890 tok
AppKittie/aso-mcp-skills 6 Claude Code, Codex, OpenCode 2 426 tok
hyperb1iss/moonrepo-skill Agent skills for Moonrepo and Proto 6 Codex, OpenCode 1 547 tok
Heapy/kortex Agent Skills for Kotlin Development 6 Claude Code, Codex, OpenCode 2 1,311 tok
omkhar/vulnerability-validation-skill 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 3,231 tok
facebook/agentic-tools Agentic tools plugin and skills 6 Claude Code, Codex, OpenCode 2 2,010 tok
AndreVianna/aid-methodology AID — AI-Integrated Development: A complete methodology for human-AI collaborative softwar 6 Claude Code, Codex, OpenCode 3 3,024 tok
Alice-space/alice alice-space.github.io AI Local Interactive Cross-device Engine. Same AI session, anywhere. Terminal ↔ Feishu for 6 Claude Code, Codex, OpenCode 3 1,485 tok
flitzrrr/frontend-design-skills Opinionated web design skills from curated sources — one install, every major AI coding to 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,588 tok
AlekseiSeleznev/intent-driven-codex Codex-native Intent-Driven Development template for OpenSpec with /opsx, Matt grill-with-d 6 Codex, OpenCode 1 1,195 tok
arch2code/arch2code Architecture specification and generators 6 Claude Code, Codex, OpenCode 2 1,897 tok
atheurer/agentic-perf Multi-agent system for autonomous performance testing 6 Claude Code, Codex, Gemini CLI, OpenCode 3 3,061 tok
konan-1947/claude_diff_view_vscode_extension marketplace.visualstudio.com claude_diff_view_vscode_extension 6 Claude Code, Codex, OpenCode 2 5,099 tok
yusufkaraaslan/tote Tote — one window for all your LLMs. Web apps, native apps and CLI agents (Claude Code, Co 6 Claude Code, Codex, OpenCode 2 11,738 tok
mozilla/blender mozilla.github.io 6 Claude Code, Codex, GitHub Copilot, OpenCode 4 319 tok
PerIPan/OpenWhisperer openwhisperer.com voice mode for AI CLIs — local STT (Whisper) + TTS (Kokoro + Supertonic, 30+ languages) on 6 Claude Code, Codex, OpenCode 3 10,182 tok
ai-assist-org/ai-assist AI assistant with MCP integration, agent skills, knowledge graph, and task scheduling 6 Claude Code, Codex, OpenCode 2 11,712 tok
S1M0N38/pi-voice npmjs.com Give voice to your Pi agent 🗣️ 6 Claude Code, Codex, OpenCode 4 1,708 tok
warpdotdev/oz_workspace_agent 6 Claude Code, Codex, OpenCode 4 254 tok
apelogic-ai/db-mcp db-mcp is a desktop MCP server that connects Claude to databases and continuously improves 6 Claude Code, Codex, OpenCode 4 5,094 tok
Eliclx/p1-cabin-agent Smart cockpit 6 Codex, OpenCode 1 4,562 tok
AEON-7/aeon-music-video Audio-reactive music video builder. librosa-driven beat / onset / RMS detection drives ffm 6 Codex, OpenCode 1 1,166 tok
manaflow-ai/cmux-home Minimal cmux home TUI for launching and monitoring agent workspaces 6 Codex, OpenCode 1 217 tok
RealAdarsh/jj-skill Cross-agent Jujutsu (jj) workflow skill for coding agents (Codex, Claude, Gemini, and AGEN 6 Claude Code, Codex, Gemini CLI, OpenCode 3 312 tok
sebastianwessel/skills AI Skills 6 Claude Code, Codex, OpenCode 2 866 tok
gaijinjoe/herdres a herdr to hermes integration 6 Codex, OpenCode 1 2,791 tok
flipt-io/mcp-server-flipt npmjs.com 6 Claude Code, Codex, OpenCode 3 1,802 tok
dl4rce/flaiwheel MCP Docs Vector - Documentation vectorization and search via MCP 6 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,983 tok
groktopus/loop-designer Autonomous agent loop design in 10 steps — from /goal to unattended cron loops with memory 6 Codex, OpenCode 1 336 tok
fonsecafns/sentinela Um auditor de segurança que vive dentro do seu agente de IA. Varre o projeto inteiro, usa 6 Codex, Gemini CLI, OpenCode 2 17,496 tok
SafetyMP/Autonomous-EHS-Management autonomous-ehs-management.vercel.app Self-hosted EHS console: incidents, CAPA, audits, and TRIR-style metrics in PostgreSQL. Op 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 21 1,577 tok