Quality Evaluation Skill

Evaluate Allied Brass generated product content using a performance-oriented rubric. This skill measures whether content would make a shopper click — not whether it followed the rules.

When to Use

• After generating content via the pipeline, to validate quality before approval
• When reviewing existing candidate_content in the generated_content table
• When comparing content versions (before/after prompt changes)
• When creating gold standard examples for the prompt_templates table
• When the quality-evaluation skill is referenced by other skills (e.g., quality_rubric.yaml)

Why the Current Scoring Fails

The pipeline's self_score in prompts.py uses 6 criteria: