gmail-senders

name	gmail-senders
description	Sender analysis skill. Ranks senders by volume, identifies concentration risk, detects high-noise senders, and separates important contacts from clutter sources.

gmail-senders — Sender Analysis

Purpose

Rank and analyze senders to understand who dominates the inbox, identify concentration risk, and separate high-value contacts from noise sources.

Trigger

• /gmail senders month
• /gmail senders year
• Any command with --sender filter

What It Reports

• Top 20 senders by volume
• Sender concentration (% from top 5 senders)
• High-noise senders (newsletters, automated)
• Important contacts vs clutter sources
• New senders in the period
• Sender activity trends

Workflow

1. Fetch data for the period
2. Run scripts/sender_ranker.py for aggregation
3. Calculate concentration metrics
4. Classify senders (human, automated, newsletter, notification)

Output

• GMAIL-REPORT-SENDERS.md