What problem does it solve?
It reduces the time and risk of missing important emails by automatically classifying, prioritizing, and drafting context-aware responses for unread or bulk inbox items.
Core Features & Use Cases
- Inbox triage with urgency × importance: Assigns each email to an Eisenhower 4-quadrant priority (Q1–Q4) using urgency markers and sender/recipient importance signals.
- Topic classification and action determination: Categorizes emails (e.g., client follow-up, internal request, vendor inquiry, meeting scheduling, FYI) and selects an appropriate next action (respond, review, delegate, or archive).
- Deadline detection and response drafting: Extracts likely deadlines (e.g., “EOD”, dates, weekdays) and generates professional or friendly draft responses in the detected language (EN/JA/ES/FR/DE/ZH).
- Operational outputs for tracking and reporting: Produces JSON and Markdown reports and can update a status-tracking file for response pipeline visibility.
Quick Start
Use the email triage responder to analyze a file of emails and generate a Markdown prioritization and draft report by giving the instruction: "Triage the emails in emails.json, generate drafts in professional tone, output triage_report.md, and update email_status.json."