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Use for new frontend applications, dashboards, games, creative websites, hero sections, and visually driven UI from scratch, or when the user explicitly asks for a redesign/restyle/modernization. Builds from clean, airy, high-taste, readable image-generated concept design with section-specific references, faithful implementation, and browser testing.
Passed 8 of 19 test cases with the skill, and 11 of 19 without it.
2 fixed13 passed either way5 still failing3 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
A newer attempt on gemini-3.8-flash on 10/19/2026 did not produce a publishable comparison (not comparable). The snapshot above is the previously measured run.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
We have an approved hero design featuring a crisp product photo on the right. When coding the hero section, I want to blend the image into the page background. Should we apply a semi-transparent dark gradient overlay over the photo to make it look cohesive?
| Checked | Without skill | With skill |
|---|---|---|
| prohibits adding a color overlay on top of the hero image | Missed | Passed |
The instructions your model reads when the skill loads.
For interface copy and supporting text, read and apply the installed writing-guidelines skill.
For rendered UI testing and debugging, use the installed frontend-testing-debugging skill.
Use this skill to create polished frontend apps, dashboards, games, creative websites, hero sections, redesigns, and other visually driven UI. Act first as a senior front-end designer, then as an engineer implementing an approved design spec.
The two priorities of this skill outrank everything else:
view_image comparison would pass agency sign-off.request_user_input to get design approval before planning implementation details.view_image on both the accepted concept and the latest browser screenshot. This cannot be skipped or replaced with browser inspection alone. Judge the pair directly: is this agency-signoff faithfully implemented, and would a great, highly skilled design agency sign off on this exact implementation of the accepted design? If not, keep fixing.This skill owns visual concepting and faithful frontend implementation. Use other installed skills when the app needs capabilities outside frontend design. Provider setup should not block Image Gen concepting, static UI work, or design review that does not exercise provider-backed behavior, but implementation and verification of provider-backed behavior should coordinate through the installed skill for that capability. Avoid placeholder setup instructions when another installed skill covers that setup.
For AI/model-generated output, use openai-developers:openai-platform-api-key when available unless the user names another provider or explicitly says not to use OpenAI. When that skill is available, always use its credential flow instead of fake keys, placeholder env vars, or manual API-key setup instructions.
Read and follow the installed @imagegen skill. For website-specific briefing guidance, use references/imagegen-website-concepts.md.
Before calling Image Gen:
test cases passed, vs 11 / 19 without
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