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Evaluator last updated June 24, 2026.

Overview

The Strength Acknowledgment evaluator assesses whether a piece of feedback names something specific and authentic that the student did well. The evaluator considers whether:
  • Praise is authentic or reflexive
  • Feedback is specific or generic
  • Feedback is anchored to evidence – i.e., a feature of the student’s response
  • Feedback uses process-vs.-trait framing – i.e., praising what the student did rather than a fixed ability
  • Acknowledgment is warranted – e.g., “IDK” should not draw false praise

At a glance

The evaluator was built and validated using the model and temperature below (other configurations will produce different results and may have lower accuracy):

Getting started

Follow the Quickstart to start using this evaluator:

Inputs

Output

Example output

Interpreting results

Evaluator release history

Feedback evaluators

Explore other evaluators that assess the quality of coaching feedback.

Quickstart

Run an evaluator in the Evaluators playground, a Python notebook, or with the SDK.