Spec vs. Shipped
Audits shipped features against product specifications to detect delivery drift and turn gaps into actionable decisions.
Spec vs. Shipped systematically reconciles what was promised in a product specification or PRD against what actually made it into production via pull requests, tickets, and live software. Grounded in modern product management and blameless postmortem methodologies, this skill extracts requirements, compares them against delivered artifacts, and isolates deliberate team decisions from unmonitored scope drift. It ensures teams catch unpriced risks, audit unspecced additions, confirm whether releases can still achieve target metrics, and update documentation before publishing release notes or running milestone retrospectives.