visual-verdict

name	visual-verdict
description	Structured visual QA verdict for screenshot-to-reference comparisons

Use this skill to compare generated UI screenshots against one or more reference images and return a strict JSON verdict that can drive the next edit iteration.

<Use_When>

• The task includes visual fidelity requirements (layout, spacing, typography, component styling)
• You have a generated screenshot and at least one reference image
• You need deterministic pass/fail guidance before continuing edits </Use_When>

- `reference_images[]` (one or more image paths) - `generated_screenshot` (current output image) - Optional: `category_hint` (e.g., `hackernews`, `sns-feed`, `dashboard`)

<Output_Contract> Return JSON only with this exact shape:

{
  "score": 0,
  "verdict": "revise",
  "category_match": false,
  "differences": ["..."],
  "suggestions": ["..."],
  "reasoning": "short explanation"
}

Rules:

• score: integer 0-100
• verdict: short status (pass, revise, or fail)
• category_match: true when the generated screenshot matches the intended UI category/style
• differences[]: concrete visual mismatches (layout, spacing, typography, colors, hierarchy)
• suggestions[]: actionable next edits tied to the differences
• reasoning: 1-2 sentence summary

<Threshold_And_Loop>

• Target pass threshold is 90+.
• If score < 90, continue editing and rerun $visual-verdict before any further code edits in the next iteration.
• Persist the verdict in a local progress record with both:
  • numeric signal (score, threshold pass/fail)
  • qualitative signal (reasoning, suggestions, next_actions) </Threshold_And_Loop>

<Debug_Visualization> When mismatch diagnosis is hard:

1. Keep $visual-verdict as the authoritative decision.
2. Use pixel-level diff tooling (pixel diff / pixelmatch overlay) as a secondary debug aid to localize hotspots.
3. Convert pixel diff hotspots into concrete differences[] and suggestions[] updates. </Debug_Visualization>

```json { "score": 87, "verdict": "revise", "category_match": true, "differences": [ "Top nav spacing is tighter than reference", "Primary button uses smaller font weight" ], "suggestions": [ "Increase nav item horizontal padding by 4px", "Set primary button font-weight to 600" ], "reasoning": "Core layout matches, but style details still diverge." } ```