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[feature]: Generate weekly review summaries with notable spikes and recommendations #20

@EricGrill

Description

@EricGrill

Summary

Add a weekly review summary that turns the tracked data into a readable report with highlights, anomalies, and suggested follow-ups.

Why this would help

The dashboard is great for inspection, but a summary would make it much easier to spot trends without manually digging through multiple panels.

Suggested scope

  • top projects, top models, and biggest cost drivers for the week
  • biggest spike vs prior week
  • most active day and most expensive day
  • one or two automatically generated recommendations based on the data

Example

"Codex on project A drove most of this week's increase. GPT-5.4 usage doubled after Wednesday. Consider switching recurring exploratory tasks to a cheaper model."

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