About
The Prompt Refinement skill is a core utility for the ai-eng-system designed to eliminate the ambiguity that leads to poor AI performance. It implements the TCRO (Task, Context, Requirements, Output) framework to systematically structure user requests. By utilizing phase-specific templates—Research, Specify, Plan, and Work—the skill asks targeted questions to uncover hidden constraints and project-specific requirements. It integrates directly with project context via CLAUDE.md and applies advanced incentive-prompting techniques like expert persona assignment and stakes language to ensure Claude delivers high-fidelity, production-ready results while providing a confidence assessment of the final prompt.
