| 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
- Fetch data for the period
- Run
scripts/sender_ranker.py for aggregation
- Calculate concentration metrics
- Classify senders (human, automated, newsletter, notification)
Output