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Weekly metrics report automation

Monday morning: your KPIs vs last week, computed from the exports, anomalies flagged.

Last reviewed July 17, 2026

A cron automation recipe that computes your weekly metrics from Drive exports with code execution, compares to prior weeks, and flags anomalies.

Schedule: Mondays at 09:000 9 * * 1
Automation instructions
Read the latest exports in /Metrics/exports (I drop weekly CSVs there). Using code execution, compute the KPIs defined in /Metrics/definitions.md; never recompute a metric differently than its definition. Produce /Metrics/report-YYYY-MM-DD.md: (1) the KPI table: this week, last week, 4-week average, delta; (2) anomalies: anything moving more than its normal range, with the computation shown; (3) one chart-worthy fact stated in words. Where an export is missing or a column changed, report that as the headline instead of computing around it silently. Keep prose under 15 lines; the table carries the numbers.

Set it up

  1. 1

    Set up the folder contract

    Create /Metrics/exports for the weekly CSVs and /Metrics/definitions.md defining each KPI's formula and filters.

  2. 2

    Copy the instructions

    The definitions file is what makes week 12 comparable to week 2; write it once, precisely.

  3. 3

    Create the automation and bound it

    Set the run budget; computation on a few CSVs costs cents per run.

Frequently asked

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Built on these features

Automations

Delegated runs with schedules, bounded execution, and full progress traces.

Code Execution

Sandboxed Python, Node, and shell: agents and you, side-by-side.

Drive

Folders, previews, and lightweight versioning for AI work.

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