visual-verify

name	visual-verify
description	Visual verification of Flutter output against Figma reference screenshots using Claude Vision
triggers	["verify visual","compare screenshots","figma diff","visual comparison","golden test failure"]

Visual Verification Skill

Compare Figma reference screenshots with Flutter golden test outputs to ensure pixel-level design fidelity.

When to Use

• After running golden tests and encountering failures
• When you want to verify that generated Flutter code matches the Figma design
• To analyze specific visual differences between design and implementation
• During code review to validate design accuracy

Workflow

1. Identify the widget to verify

Find the corresponding files:

• Figma reference: test/goldens/figma_ref/{widget_name}_figma_ref.png
• Flutter golden: test/goldens/ci/{widget_name}.png or run golden tests to generate
• IR JSON: output/ir/{widget_name}.ir.json or test/fixtures/{widget_name}.ir.json

2. Run verification

# Basic comparison
node dist/verify-visual.js test/goldens/figma_ref/card_figma_ref.png test/goldens/ci/card.png

# With IR context for better analysis
node dist/verify-visual.js ref.png golden.png --ir design.ir.json

# JSON output for CI integration
node dist/verify-visual.js ref.png golden.png --json

3. Analyze results

The verification produces:

• Fidelity score (1-10): 8+ is passing
• Categorized differences: color, spacing, font, layout, border-radius
• Severity levels: low (cosmetic), medium (noticeable), high (breaking)
• Fix suggestions: Specific guidance on what to change

4. Fix differences

Common fixes by category:

• Color: Check token mappings in figma2flutter.config.json and src/compiler/emitters/container-emitter.ts
• Spacing: Check padding/margin emission in src/compiler/emitters/flex-emitter.ts
• Font: Check typography token resolution in src/compiler/emitters/text-emitter.ts
• Layout: Check layout mode handling in src/compiler/flutter-compiler.ts
• Border radius: Check border radius emission in container/image emitters

Environment Setup

Requires ANTHROPIC_API_KEY environment variable.

export ANTHROPIC_API_KEY=your-key-here