Insights Guide
scholaraio insights summarizes recent search and reading behavior from the metrics store.
By default new instances use data/state/metrics/metrics.db, while existing data/metrics.db
installations are still discovered automatically for compatibility.
Usage
scholaraio insights
scholaraio insights --days 7
scholaraio insights --days 30
Output Sections
- Search hot keywords extracted from recent search queries
- Most-read papers aggregated by resolved title
- Weekly read trend shown as an ASCII bar chart
- Semantically adjacent unread-paper recommendations based on recent reading
- Active workspaces with paper counts
Preconditions
- Metrics data must already exist in the configured metrics store
- Search commands and
show accumulate the events used here
- Neighbor recommendations require vector search to be available; otherwise the command degrades gracefully