Evidence stays first
The review checks that learning claims connect back to the observation and that saved child context is not treated as evidence from today.
Educator review helper
A story quality check before the draft reaches you.
StoryLoop is built to improve drafts before educators see them, then keep final judgement with the educator. The quality check looks for real evidence, natural educator voice, practical responses, and curriculum links that fit.
Less generic AI writing
The draft improvement pass looks for wording that is too poetic, too generic, or too AI-sounding, then revises toward plain educator language.
Educator control remains
The quality check is a helper, not compliance or sign-off. Educators still review the draft, add local knowledge, and decide what is accurate enough to share.
FAQ
Straight answers for educators.
Is the quality check a compliance check?+
No. StoryLoop calls it a story quality check because it supports educator review without replacing professional judgement.
What does the quality check look for?+
It checks educator tone, child voice, learning dispositions, framework fit, next steps, invented-detail risk, and whether the interpretation is connected to evidence.
Does StoryLoop replace educator thinking?+
No. StoryLoop supports drafting and structure, while educators remain responsible for observation, interpretation, reflection, final editing, and sign-off.
Can I edit the generated stories?+
Yes. Stories are editable after generation and saved in history, so educators can add context, adjust wording, copy, export, or regenerate from the original observation.
Does it create generic AI stories?+
StoryLoop is designed to avoid generic, poetic AI wording. It asks for real observations, keeps claims evidence-based, and links curriculum only when the observation supports it.
How many stories are free?+
The free plan includes 3 learning stories per month. Upgrade prompts are dismissible, and existing history remains available even if the free limit is reached.