confidence-check

Pre-implementation validation uses a 5-category confidence check to score architecture alignment, duplicate risks, and root-cause understanding. It generates a final verdict indicating whether to proceed, pause, or stop coding to prevent wasted effort on wrong-direction work.

A pre-implementation confidence check is a structured 5-category assessment used to validate 90%+ certainty before coding. It evaluates duplicate checks, architecture alignment, requirements clarity, root causes, and implementation paths to prevent misdirected development work.

Running a root-cause analysis check involves applying a 5-category checklist that scores your understanding of the root cause alongside architecture and requirements. This generates a final verdict to guide whether you should proceed with coding, pause, or stop.

Yes, the confidence check features a dedicated duplicate check category to verify code duplication is absent. It scores this alongside architecture alignment and root-cause understanding to confirm 90%+ confidence before coding begins.

You should stop or pause coding when the 5-category confidence check scores below the 90% threshold. The assessment generates a final verdict that explicitly guides you to pause or stop if architecture alignment, requirements clarity, or root-cause understanding are insufficient.