evaluation-driven-quality

What problem does it solve?

This Skill addresses the challenge of ensuring consistent and high-quality output by establishing a structured, iterative improvement cycle based on defined evaluation criteria.

Core Features & Use Cases

• Systematic Evaluation: Implements a scoring rubric across key axes like accuracy, completeness, and consistency.
• Phased Validation: Guides the output through distinct stages of verification (requirement matching, structural, functional, and consistency checks).
• Controlled Iteration: Manages refinement loops, limiting retries and defining actions for persistent quality gaps.
• Use Case: When generating code, this Skill ensures it meets specific acceptance criteria, passes build and test stages, and aligns with existing coding patterns before being finalized.

Quick Start

Guide the output through the evaluation-driven quality improvement cycle.