Shogun Model List (Grade A)Security-tested data-ai skill for Claude AI. Grade A. All AI CLI tools × available models × required subscriptions × Bloom max capability. Reference table for choosing which models to use in multi-age

What is MCP?

MCP servers give Claude access to external tools: Notion MCP → Read and write Notion pages GitHub MCP → Create PRs, manage issues Memory MCP → Persist memory across sessions

Asked by Petros Georgiou · Apr 3, 2026

Why only the Karo updates dashboard.md

1. Single writer: Prevents conflicts by limiting updates to one agent 2. Information aggregation: The Karo receives all Ashigaru reports, so it has the full picture 3. Consistency: All updates pass through a single quality gate 4. No interruptions: If the Shogun updated it, it could interrupt the Lord's input

Asked by Mireille Dupont · Mar 25, 2026

Why Mailbox System?

Why use files instead of direct messaging between agents? | Problem with direct messaging | How mailbox solves it | |-------------------------------|----------------------| | Agent crashes → message lost | YAML files survive restarts | | Polling wastes API calls | inotifywait is event-driven (zero CPU while idle) | | Agents interrupt each other | Each agent has its own inbox file — no cross-talk | | Hard to debug | Open any .yaml file to see exact message history | | Concurrent writes corrupt data | flock (exclusive lock) serializes writes automatically | | Delivery failures (character corruption, hangs) | Message content stays in files — only a short "you have mail" nudge is sent through tmux |

Asked by Rina Desai · Mar 20, 2026

Why a hierarchy (Shogun → Karo → Ashigaru)?

1. Instant response: The Shogun delegates immediately, returning control to you 2. Parallel execution: The Karo distributes to multiple Ashigaru simultaneously 3. Single responsibility: Each role is clearly separated — no confusion 4. Scalability: Adding more Ashigaru doesn't break the structure 5. Fault isolation: One Ashigaru failing doesn't affect the others 6. Unified reporting: Only the Shogun communicates with you, keeping information organized

Asked by Dovid Klein · Mar 16, 2026

How it Works

1. Install the ntfy app (free, no account needed) 2. Speak to your phone: "dentist tomorrow", "invoice due Friday" 3. AI auto-organizes → morning notification: "here's your day"

Asked by Zara Ahmed · Mar 4, 2026