Tools

Tools metrics

We measure leverage—not vanity installs.

Useful signals

  • Hours saved per content or audit cycle
  • Pages or URLs processed per run
  • Automation coverage of repetitive checks
  • Token / API cost per workflow
  • Quality-check pass rate before publish

Review cadence

For supported packs, we recommend a short readout after the first production month to tune thresholds and prompts.