skill-testing-output

What problem does it solve?

This Skill provides a structured framework to measure and prove improvements when a new skill is added by directly comparing outputs produced with the skill versus without it, giving objective evidence of value.

Core Features & Use Cases

• A/B output comparisons to quantify quality differences between with-skill and baseline outputs.
• Structured eval design, including prompts, evaluation results, timing, and benchmarking, to enable rigorous validation of skill effectiveness.
• Use cases include development workflows where improving generated content, code, or documentation is critical, and where evidence-based decision making is required.

Quick Start

Run two parallel prompts—one with the skill and one without—then review the automated benchmark and feedback to confirm measurable gains.