2024 — Started with a single prompt. No engineering degree. Just a laptop and curiosity.
2025 — Built 40 autonomous AI agents across 5 machines. They write code, manage communities, create content, and run business operations — 24 hours a day, 7 days a week.
2026 April — Founding Miyabi AI LLC in Aichi, Japan. One human. 40 AI agents. Running a real company.
"I don't code. I architect systems where AI does the coding."
| Where | What |
|---|---|
| 🏆 NVIDIA GTC 2026 | NemoClaw Reference Architecture — OpenClaw recognized as "the OS for personal AI" by Jensen Huang |
| 🧠 GitNexus (18K+ ⭐) | Community Contributor — 3 PRs merged, production ops toolkit for 25+ repos. Featured in README |
| 🔍 Perplexity.ai | context_engineering_MCP recommended as a top MCP implementation |
| 🏢 ByteDance / TikTok | miyabi-claude-plugins cloned 2,093 times in 14 days — traffic from ByteDance engineering |
| 📊 MCP Ecosystem | rpgmaker-mz-mcp auto-registered on 6 MCP directories |
| 🤖 40 AI Agents | Running 24/7 across 5 machines |
| ⏰ 59 Cron Jobs | Automated business operations |
| 📦 68 Original Repos | Open-source tools & frameworks |
| ⭐ 400+ GitHub Stars | Open-source tools used worldwide |
| 📊 7,749 Annual Contributions | Top 0.1% GitHub activity |
| 🐦 38K+ X Followers | @The_AGI_WAY |
| 🎓 981 Transactions | 9 courses on Teachable |
| 📝 5,447 note Followers | AI education content |
┌──────────────────────────────────┐
│ Windows Gateway (OpenClaw) │
│ 40 agents · 59 cron jobs │
│ Tailscale VPN Mesh │
└───────────────┬──────────────────┘
│
┌─────────────────────┼─────────────────────┐
│ │ │
┌────────┴───────┐ ┌─────────┴────────┐ ┌─────────┴──────────┐
│ Worker-Mini1 │ │ Worker-Mini2 │ │ Worker-MacBook Pro │
│ Mac mini │ │ Mac mini │ │ MacBook Pro │
│ Core + Dev │ │ Content + PPAL │ │ SNS + Coding │
└────────────────┘ └──────────────────┘ └────────────────────┘
│
┌────────┴───────┐
│ Worker-Mini3 │
│ Mac mini │
│ 3D Specialized │
└────────────────┘
What the agents do:
- 🤖 Discord — 14 AI characters auto-manage a community
- 📝 Content — Draft X posts, note articles, Teachable courses
- 💻 Development — Code gen, PR reviews, CI/CD deployment
- 📊 Business — Expense tracking, KPI monitoring, scheduling
- 🔒 Security — Automated audits, firewall monitoring
| Framework | Description |
|---|---|
| Goal-Seek Prompt Design | Design AI agent behavior by working backwards from the goal |
| Context Engineering | Hierarchical YAML for multi-agent context management |
| MISO | Mission Inline Skill Orchestration — Telegram-native agent UI |
| θ-cycle | Self-improving loop: Observe → Analyze → Decide → Execute → Verify → Learn |
All original work — no forks.
| Project | Description | Stars |
|---|---|---|
| 🚌 agent-skill-bus | Zero-dependency agent skill runtime — Task queue, self-improving skills, knowledge watcher |  |
| 🔌 miyabi-claude-plugins | 25+ Agents, 22 Skills, 50+ Commands for Claude Code |  |
| 🤖 Miyabi_AI_Agent | Autonomous AI coding agent with multi-agent orchestration |  |
| 🧠 context_engineering_MCP | Hierarchical YAML context extraction via MCP |  |
| ✍️ Shunsuke-style-PromptDesign | Goal-Seek Prompt Design methodology |  |
| 🎮 rpgmaker-mz-mcp | Create complete RPG games using only MCP tools |  |
| 🏯 Miyabi | Open-source autonomous dev framework |  |
| 🛠️ gitnexus-stable-ops | Production ops toolkit for GitNexus (18K+ ⭐) |  |
| 🍜 miso | MISO — Telegram-native Agentic UI framework |  |
📂 View all 70 repositories by category
agent-skill-bus ⭐82 · miyabi-claude-plugins ⭐30 · gitnexus-stable-ops ⭐30 · Miyabi_AI_Agent ⭐29 · Miyabi ⭐16 · Auto-coder-agent ⭐16 · Dev_Claude ⭐7 · swml-agent ⭐3 · XinobiAgent_Devin ⭐3 · claude-agent-sdk ⭐2 · XinobiAgent ⭐2 · AI_entrepreneur_Agent ⭐1 · swml
context_engineering_MCP ⭐28 · rpgmaker-mz-mcp ⭐21 · miyabi-mcp-bundle ⭐5 · MCP ⭐4 · lark-wiki-mcp-agents ⭐4 · lark-openapi-mcp-enhanced ⭐4 · tyrano-studio-mcp ⭐2 · voicebox-mcp
Shunsuke-style-PromptDesign ⭐21 · plugin-generator ⭐2 · hayashi-agent-prompt-generator ⭐1 · agent-context-study · sop-generator
miso ⭐9 · a2a ⭐3 · miyabi-discord · LINE_Notification_discord ⭐1
shunsuke-ultimate-ai-platform ⭐5 · shinyu-ai ⭐5 · AntiGravity_miyabi_edition ⭐3 · hanzo ⭐2 · ai-partner-app ⭐2 · agent-visionary-console ⭐2 · 3D_Tetris_Engine ⭐1
openclaw-prod ⭐2 · MiyabiDash · voiceclaw
byteplus-voice-ai ⭐1 · voicebox-tts · VoiceFlow
gas-executor ⭐7 · mastra-youtube-affiliate ⭐3 · Ad_generator ⭐2 · law-api-agent ⭐2
ppal-skill-library ⭐4 · how-to-use-miyabi ⭐4 · ppal-mcp-collection ⭐2 · teachable-webhook-aws ⭐1
Notion-ChatGPT-streaming-connector ⭐1 · note_gen ⭐1 · zenn ⭐1
| 🎓 AI Education | Teachable Courses — Learn to build autonomous AI systems |
| 💼 Business Inquiries | miyabi-ai.jp — AI agent architecture consulting |
| 📩 Contact | shunsuke.hayashi@miyabi-ai.jp |
| 🐦 Follow | @The_AGI_WAY — Daily AI insights |
合同会社みやび (Miyabi AI LLC) — Ichinomiya, Aichi, Japan. Est. April 2026.
"AIと人間が共に働く世界を、自ら証明し、社会に届ける。"