Taste Lab
Taste Lab is a tool that reverse-engineers the design aesthetics of any website, providing a structured output for AI agents.
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Our verdict
Who it's for
Reverse-engineer website design aesthetics for AI agents
Who should look elsewhere
Requires technical setup (cloning repository, installing Playwright).
Pros
- +Automates the complex process of design system analysis for AI.
- +Provides highly detailed and structured design information.
- +Identifies the 'why' behind design choices, including trade-offs.
- +Facilitates consistent design application by AI agents.
- +Open-source and integrates with popular AI development environments.
Cons
- −Requires technical setup (cloning repository, installing Playwright).
- −Primarily designed for AI agent consumption, not direct human UI analysis.
- −Output format might require further processing for specific design tools beyond AI agents.
Key features
- ✓URL-to-design-context conversion
- ✓Four-step AI analysis pipeline (Extract Measurements, Detect Patterns, Infer Taste, Observe Output)
- ✓Precise design measurement extraction (colors, typography, spacing, radius, shadows)
- ✓System-level rule detection with evidence and design goals
- ✓Taste DNA inference (4 principles with Trigger, Decision, Reason, Evidence, Trade-off)
- ✓Output in Markdown (.md) and JSON (.json) formats
- ✓Quality gate for anti-slop grep and JSON validation
- ✓Integration with AI coding tools (e.g., Claude Code, Gemini CLI, GitHub Copilot)
Pricing
No public pricing plans recorded.