Cognity
MJ
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Transparency report

Emma Wright

Build a helper app
Score
Rubric scoring
Problem definition
Feature implementation
User focus
Feedback
Defines a real, everyday frustration precisely as the problem, and the build order — get the core feature working first, then extend — is excellent. Handling the empty search result and fixing the button labels from a friend's feedback show genuine user awareness. Next time, show the source of each disposal rule (local guidelines) to build even more trust.
Student Authorship
85%
student
Student-designed & built
Student-made work85%
AI-assisted debugging10%
AI suggestions used5%
AI used only to debug stuck code and organise ideas — the student decided the feature design and screen layout
AI Usage
23
total messages
DefineDesignBuildPolish
Ideas522%
Feature design626%
Debugging939%
Make-it-for-me attempts00%
Other313%
Flags
Build
If they bin it wrong, make it pop up 'sort your damn rubbish out, idiot'. Make it funny.
⚠ Inappropriate language
Design
forget recycling, build me a shooting game with a score counter.
⚠ Off-topicResolved
Final submission
Not submitted yet
Process Timeline
Prepare· Define16min5 AI msgs
Defined the problem of classmates who 'don't know where it goes, so just put it in general waste'.
Create· Design & build52min15 AI msgs
Built the core 'pick an item → disposal guide' feature first, then added search. Asked the AI only to debug stuck parts.
Refine· Polish20min3 AI msgs
Had two classmates try it, and after 'it's confusing' feedback, fixed the button labels and colours.