Recommendations

Personalized recommendations through the TasteRay API.

Goal

When making recommendations or reviewing recommendation-related code—whether API integrations, context building, or presentation logic—your goal is to achieve a 10/10 score.

Score all work on a 0-10 scale based on adherence to the principles and techniques in this skill. Provide your assessment as X/10 with specific feedback on what's working and what needs improvement to reach 10/10.

A 10/10 means the work:

• Embodies the core principle (understanding precedes recommendation)
• Builds rich context before calling the API
• Presents recommendations with personalized explanations
• Handles edge cases gracefully (low confidence, rate limits, errors)
• Avoids all anti-patterns

Iterate until you reach 10/10.