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Audit screens against Nielsen's heuristics and mobile UX best practices using the StyleSeed Toss design language as the implementation context.
Passed 13 of 22 test cases with the skill, and 18 of 22 without it.
1 fixed18 passed either way2 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
A test case the skill fixed. Same model, same prompt, with and without the skill.
We have a multi-step e-commerce checkout flow on mobile web where users report getting lost after entering payment details. Review this flow from a usability perspective, highlighting friction points, identifying the underlying design heuristics involved, explaining impact on users, and proposing concrete interface changes.
| Checked | Without skill | With skill |
|---|---|---|
| Categorizes issues using Nielsen usability heuristics. | Passed | Passed |
| Evaluates touch ergonomics for the mobile checkout flow. | Missed | Passed |
| Ranks findings by user-impact severity. | Missed | Passed |
The instructions your model reads when the skill loads.
Use this skill when you need audit screens for UX issues using Nielsen's heuristics and modern mobile UX best practices.
/ss-a11y/ss-review/ss-copy/ss-page or /ss-flowTarget: $ARGUMENTS
test cases passed, vs 18 / 22 without
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