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Create polished frontend interfaces from designs/screenshots/videos.
Passed 21 of 23 test cases with the skill, and 17 of 23 without it.
and 1 more in the full report
4 fixed17 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
When executing a screenshot replication workflow, after visually analyzing, planning, implementing, and verifying the interface, what final context file update step is required?
| Checked | Without skill | With skill |
|---|---|---|
| Updates process/context/all-context.md or the relevant context document. | Missed | Passed |
The instructions your model reads when the skill loads.
Output style: Follow
process/development-protocols/communication-standards.md— answer-first, plain language, no unexplained jargon, TL;DR on long responses.
This skill guides creation of distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics. Implement real working code with exceptional attention to aesthetic details and creative choices.
IMPORTANT: MUST follow Design Thinking, Frontend Aesthetics Guidelines, Asset & Analysis References, and Anti-Patterns (AI Slop) sections below. DO NOT skip these rules.
Choose workflow based on input type:
| Input | Workflow | Reference |
|---|---|---|
| Screenshot | Replicate exactly | ./references/workflow-screenshot.md |
| Video | Replicate with animations | ./references/workflow-video.md |
| Screenshot/Video (describe only) | Document for devs | ./references/workflow-describe.md |
| 3D/WebGL request | Three.js immersive | ./references/workflow-3d.md |
| Quick task | Rapid implementation | ./references/workflow-quick.md |
| Complex/award-quality | Full immersive | ./references/workflow-immersive.md |
| Existing project upgrade | Redesign Audit | ./references/redesign-audit-checklist.md |
| From scratch | Design Thinking below | - |
All workflows: Invoke the ui-ux-designer subagent FIRST for design intelligence.
Precedence: When anti-slop rules (below) conflict with ui-ux-designer recommendations (e.g., Inter font, AI Purple palette, Lucide-only icons), substitute with alternatives from ./references/anti-slop-rules.md unless the user explicitly requested the conflicting choice.
ui-ux-designer subagent - create phased implementationprocess/context/all-context.md, then update process/context/all-context.md, the project's UI/UX context doc (if present), or the relevant grouped context file if approvedSee specific workflow files for detailed steps.
Three configurable parameters that drive design decisions. Set defaults at session start or let user override via chat:
| Dial | Default | Range | Low (1-3) | High (8-10) |
test cases passed, vs 17 / 23 without
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