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Decide whether a message is worth someone's attention, then reach the user through the outbox, or people on a connected chat channel, on their behalf or your…

Hand a self-contained piece of work to a sub-agent and collect the result — parallel work, long jobs, or anything that would flood this conversation

Use an explicitly paired companion node for approved Apple apps, Shortcuts, secret-safe 1Password, fixed host commands, or a fresh screen capture

Send Gmail messages, reply to threads, apply labels, triage spam, and delete messages with explicit action authorization

Run programs, shell commands, and scripts — compile and execute code, test programs in installed languages, work with files in the workspace

Start, configure, verify, inspect, and revoke first-class connectors including Slack, Telegram, Signal, Notion, Spotify, Home Assistant, Weather, and Trello

Back up the brain, check retention, and export or import configuration — the housekeeping that keeps this instance recoverable

Semantic recall, exact cross-session search, remembering, and normal continuity

Ingest URLs, documents, and text into the memory system as structured knowledge

Search, read, create, and comment on GitHub issues through the GitHub MCP server.

Capture a receipt or purchase as a structured, source-linked local expense record without guessing fields

Compile a comprehensive daily briefing from calendar, contacts, goals, and recent activity