Awesome Reviewers

Verification · Finding validation · Confidence calibration

Threshold per reviewer

Each reviewer gets its own threshold.

How to build it

  1. Give each reviewer its own confidence threshold in its config.
  2. Set each threshold from that reviewer's precision target on the logged outcomes.
  3. Recheck the thresholds when a reviewer's prompt or rules change.

Signals in a repository

  • A per-reviewer config block with a threshold value.
  • Reviewer config files that each define a separate minimum confidence.
  • A changelog entry whenever a threshold changes.

In practice

No scanned repository runs a tool for this check. The steps above are the only guidance.