Before generation
Use this as a final editing pass when feedback may sound vague, fixed, harsh, or overly directive. It is especially useful for finding phrases that need contextual rewriting.
EDUCATION DECISION WORKBENCH
Feedback Tone Checker
Flag absolute, person-focused, vague, or command-heavy phrases with a disclosed heuristic.
Runs in this browser tabEditable downloadUp to 500 structured rows and 30,000 characters per field. Use anonymous or fictional labels.
Review output
Your learning artifact appears here
Load the worked example to inspect realistic inputs, or enter anonymous, policy-approved information. Results remain in this browser tab until you copy or download them.
Transparent method
How the feedback tone checker works
Regular-expression checks count absolute language, person labels, vague judgment, and command-heavy words. Questions, revision verbs, and word count are reported separately. A flag means “read this phrase in context.” Zero flags do not prove empathy, fairness, cultural responsiveness, or accessibility.
- 01Before generation
Confirm the feedback evidence and intended outcome.
- 02During review
Read every flagged phrase in the full sentence.
- 03Before use
Revise for clarity and invite learner questions.
How to interpret the result
Feedback Tone Checker
Worked example
The example flags “confusing” as a vague judgment but also finds a precise replacement action and a coaching question. The teacher can retain the action while clarifying what was confusing.
Formula or methodology
Regular-expression checks count absolute language, person labels, vague judgment, and command-heavy words. Questions, revision verbs, and word count are reported separately.
How to interpret the result
A flag means “read this phrase in context.” Zero flags do not prove empathy, fairness, cultural responsiveness, or accessibility.
Common mistakes
Do not replace every direct instruction with vague politeness, infer emotion from punctuation, ignore cultural and language context, or paste identifying information.
Learning boundary
Tone cannot be reduced to keywords
The heuristic does not understand intent, identity, power, culture, or relationship. Human review controls the decision.
Review checklist
Human review before educational use
- Comments focus on work and strategy.
- Judgments name observable evidence.
- Directions are specific and proportionate.
- The learner has a route to respond.
Practical questions
Feedback Tone Checker questions
Why was “confusing” flagged?
It is often more useful to name the exact sentence, idea, or relationship that needs clarification.
Is direct feedback harmful?
Direct, respectful, evidence-based guidance can be useful. Context matters.
Does the checker detect bias?
No. It finds a small disclosed set of wording patterns only.