value-validation

What problem does it solve?

Validate whether a released product version or feature achieved the outcomes and assumptions defined in PRD and Design by comparing delivery artifacts and observed data, and produce clear improvement actions and knowledge artifacts for learning loops.

Core Features & Use Cases

• Quick mode (version-level): automated MOQL data collection, PRD-to-metrics comparison, a concise validation report and suggested improvement stories for rapid post-release checks.
• Full mode (feature-level): multi-dimensional evaluation (user/business/technical/process/learning), hypothesis-by-hypothesis verdicts, multi-agent inquiry sessions, and structured experience persistence into the knowledge base.
• Data & integration: built-in MOQL query templates, downgraded workflows for manual data input, report and asset templates, and optional automatic creation of improvement workitems when authorized.
• Use case: run a version-level check one week after release to confirm delivery quality and generate prioritized remediation stories, or run a full feature evaluation to close the learning loop and capture product learnings.

Quick Start

Run value-validation for product studio version v0.7.0 to generate a quick validation report, key findings, and improvement suggestions.