Contents

When managing high volumes of daily emails on a work address, automation becomes essential to avoid drowning in incoming messages.

What the agent does

Classifies, sorts, summarizes long threads, drafts trivial replies (never sends without approval).

Architecture

Gmail API polling → Claude Haiku classifier → label + move → Slack alerts for urgent client mails.

Honest limits

No attachment reading without tool use, ~3% classification error, ~€3/month in tokens.