mt-improve-skill

What problem does it solve?

This Skill helps reduce ambiguity in AI instructions by replacing subjective prompt reviews with repeatable empirical evaluation and iterative improvement.

Core Features & Use Cases

• Prompt Quality Evaluation: Runs unbiased execution scenarios and compares agent outcomes against predefined requirements and metrics.
• Iterative Instruction Refinement: Identifies unclear instructions, traces failure phases, and applies targeted improvements until progress converges.
• Use Case: Improve a frequently used skill, slash command, or agent prompt when the generated results are inconsistent and the root cause may be unclear guidance.

Quick Start

Ask the mt-improve-skill to evaluate and iteratively improve this AI prompt using unbiased execution scenarios and measurable criteria.