gmail-response-time

name	gmail-response-time
description	Response time analysis. Estimates reply latency, identifies fastest and slowest response windows, detects conversations needing follow-up, and tracks whether response behavior is improving or worsening.

gmail-response-time — Response Time Analysis

Purpose

Estimate reply behavior by analyzing sent-message timestamps relative to received messages in the same thread, identifying response patterns.

Trigger

• /gmail response-time week
• /gmail response-time month

What It Reports

• Average reply latency
• Median reply time
• Fastest and slowest response windows
• Response time by day of week / hour
• Conversations likely needing follow-up
• Trend: response times improving or worsening

Workflow

1. Fetch data for the period (both inbox and sent)
2. Run scripts/response_time_analyzer.py to match replies to originals
3. Calculate latency statistics
4. Identify follow-up-needed threads

Output

• GMAIL-REPORT-RESPONSE-TIME.md