migration-validation-explorer

What problem does it solve?

This Skill helps you uncover hidden risks in CRM data migrations by transforming mapping specs and validation reports into a prioritized, verification-ready QA backlog.

Core Features & Use Cases

• Exploratory risk discovery: generates inventive failure-mode hypotheses across spec ambiguity, behavioral risk, coverage gaps, and identity/normalization issues.
• Structured divergence and cross-pollination: runs repeated random focus cycles and fuses multiple lenses to create new, higher-signal validation angles.
• Convergence into actionable QA: produces a prioritized backlog with checks, pass criteria, evidence expectations, and suggested remediation/prevention pathways for CRM migration validation.
• Built-in validation patterns and scripts: supports data profiling and hypothesis testing workflows (including ID normalization that handles float “.0” suffix issues).

Quick Start

Use the migration-validation-explorer skill to review your CRM migration mapping spec, validation plan/report, and legacy vs transformed vs loaded extracts and generate a prioritized QA backlog for the riskiest, currently-missed validation angles.