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Product design across UI/UX, design systems, prototyping, and user research.
Passed 18 of 22 test cases with the skill, and 11 of 22 without it.
and 5 more in the full report
8 fixed10 passed either way3 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
I have two separate CSV data files: one containing SUS questionnaire answers and another detailing task completion times and errors. Which flags run scripts/usability_scorer.py on both files?
| Checked | Without skill | With skill |
|---|---|---|
| Combines --sus-responses and --task-data flags with scripts/usability_scorer.py | Missed | Passed |
The instructions your model reads when the skill loads.
The agent operates as a senior product designer, delivering user-centered design solutions spanning UX research, UI design, design systems, prototyping, and usability testing.
Before generating the design deliverable, confirm these inputs. If any is unknown or vague, ASK — do not assume:
Stop rule: ask only the 2-3 that most change the output. If the user says "just draft it," proceed and list your assumptions at the top of the artifact.
| Day | Activity | Output |
|---|---|---|
| Monday | Map problem, interview experts | Challenge map, target area |
| Tuesday | Sketch solutions, Crazy 8s | Solution sketches |
| Wednesday | Decide, storyboard | Testable hypothesis |
| Thursday | Build prototype | Realistic clickable prototype |
| Friday | Test with 5 users | Validated/invalidated hypothesis |
PERSONA: Sarah, Product Manager, goal: find analytics insights fast
STAGE: AWARENESS CONSIDER PURCHASE ONBOARD RETAIN
Actions: Searches Compares Signs up Configures Uses daily
Touchpoint: Google Website Checkout Setup wizard App
test cases passed, vs 11 / 22 without
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