Magenie33 Quality Dimension Generator

This server helps you turn fuzzy task descriptions into concrete quality evaluation rubrics. It exposes two main operations: generate_task_analysis_prompt breaks down what you're trying to accomplish, then generate_quality_dimensions_prompt produces a structured JSON with 5 scoring dimensions, each with 10/8/6 point criteria and an overall target score. You'd reach for this when you need objective standards before starting work, whether that's writing documentation, building features, or creating content. The output gives you specific benchmarks to hit rather than subjective "good enough" judgments. It's essentially a quality framework generator that frontloads the evaluation criteria so you know what success looks like before you start.