Turn your honest thoughts into professional comments

30 seconds, free, no login, aligned with district practices

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💡 Not a ChatGPT wrapper - every comment is aligned with district practices and ready to send to families

⏳ Generating... / 3 candidates

① [Gentle]
Student requires guidance to maintain focus during independent work and is working on minimizing distractions to peers.
② [Constructive]
Student is developing strategies to improve task completion and learning to follow classroom expectations consistently.
③ [Direct]
Student frequently struggles with work completion and requires constant reminders to refrain from talking during instructional time.
No login No student data Aligned with district practices

Why we're not a skin-deep AI wrapper

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① Not a wrapper (slot-locked, not free-form generation)

Through strict parameter control, we ensure every generated comment precisely targets teachers' real needs - instead of letting AI ramble or hallucinate.

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② No repetition (deterministic composition)

Built on a large underlying component library and deterministic algorithmic composition, even the same scenario yields richly differentiated comments - no more cookie-cutter output.

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③ Standards-aligned (matches district practices)

Every comment component passes strict compliance validation and originality review, ensuring professional tone and wording that meets the common standards of North American public school districts.

Plain English vs. Compliant Wording

Your honest thoughts (plain English) Our professional conversion (compliant wording)
He's lazy, won't stop talking, never does HW Student frequently requires redirection to stay on task and would benefit from developing stronger independent work habits.
She is very smart but always late Student demonstrates strong academic comprehension but is working on consistent punctuality.
He hits other kids Student is learning to use safe hands and resolve peer conflicts appropriately.
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Frequently Asked Questions

Is this free? Do I need an account?
Completely free, no signup or account needed. We're committed to giving teachers the easiest end-of-term workload-reduction tool.
Is this just ChatGPT?
No. It uses slot-locked deterministic composition, not an open chat box. Our engine assembles pre-reviewed compliant components curated by education experts, ensuring professionalism and safety.
Does it store my students' info?
No. No student names required - input is discarded right after generation. We strictly follow data privacy principles and collect no student personal information.
Is the wording legally compliant?
Aligned with district practices, not a legal compliance guarantee. We referenced comment norms from major North American school districts in our design, for teachers' reference.
Can I write 30 students at once?
MVP-1 supports single-comment generation only; batch generation of 30 students without repetition is a planned MVP-2 premium feature - stay tuned.

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