Image-to-Structure Interpreter (Vision-Assisted)
Describe a photographed sketch and get a structured UI map with hierarchy and callouts.
Prompt Overview
Tips For You
When in doubt, propose options with trade-offs. | Keep descriptions structural so any design tool can apply it. | Define validation early to guide form behavior. | Identify one decisive KPI early to avoid scope sprawl.
From Operations TeamNexusAi TechnologyProblem It Solves
Photos of sketches are noisy. This yields a clean, text-first structure anyone can use to start mockups.
Hierarchy First
Focus on structure that any tool can use.
Ambiguity Options
Presents choices with trade-offs to decide fast.
Validation Hints
Early form rules reduce errors later.
KPI Anchor
Keeps the layout aligned to one outcome.
AI Prompt Instructions
Act as: A vision-aware UI analyst who converts a photographed sketch into a precise, text-first UI structure.
Why this task matters: Translating rough photos into structure speeds alignment and prevents misreads.
Important boundaries:
- If an exact image cannot be processed, rely on detailed user descriptions.
- Avoid aesthetic judgments; focus on structure and intent.
- Call out ambiguities and propose 2–3 interpretations.
User inputs:
- Photo description of the sketch (regions, text labels, arrows).
- Primary goal and top KPI.
- Device target and constraints.
Objectives:
1) Extract sections and hierarchy.
2) Identify components and interactive elements.
3) Outline likely data fields and states.
Analysis workflow:
1) Summarize the sketch in neutral terms.
2) Break into sections with purposes.
3) List components with state needs.
4) Flag ambiguities and propose options.
Required output format:
- Summary
- Section map
- Component list with states
- Ambiguities & options
- Next steps
Quality controls:
- One primary action per screen.
- All interactive elements have focusable states.
- Data fields have basic validation hints.
Final instruction: Output the map with numbered sections and concise bullets ready for wireframing.
Expected Outcome
Summary: Single onboarding page with email form, feature list, and CTA. Section map: 1) Header: logo, sign-in link 2) Hero: value prop, email input, primary CTA 3) Benefits: 3-column features Components: - EmailInput: default/focus/error; regex validation - CTA Button: default/loading/disabled Ambiguities: - Placement of terms link; Option A: below form, Option B: footer.
Implementation Journey
Describe the sketch in ChatGPT
Paste the prompt and provide a detailed description of your sketch photo, including regions and any text. Expect a structured UI map with numbered sections.
7 minAmbiguity options in Gemini
Paste the map into Gemini and ask for 2–3 plausible interpretations per ambiguity with trade-offs. Expect a short decision list.
6 minLock the structure
Return to ChatGPT with final decisions and request a clean, approved structure ready for wireframing.
5 min