clarification-control

To validate a product requirement gap, you evaluate the PM response against that single gap to output a deterministic decision: resolved, requires clarification, or deferred. This enforces a rigorous resolution standard for product requirements.

Automating clarification workflows involves applying a three-output decision flow to each requirement gap. The system evaluates PM responses, enforces max-attempts fallback policies, and outputs actionable deterministic decisions without follow-up questions.

A max-attempts fallback policy for deferred clarifications automatically triggers a fixed-resolution path after multiple failed attempts to resolve a requirement gap. This ensures deferred product decisions are finalized rather than left open.

You can use predefined CONFIRMATION_RULE_BLOCK structures to normalize decision outputs during requirement reviews. This enforces deterministic outputs, ensuring engineers receive actionable resolutions without needing follow-up questions.

Evaluating each requirement gap individually is required for accurate product requirements reviews. This focused, single-gap clarification workflow ensures a rigorous resolution standard is applied before moving to the next item.

When a PM response fails clarification validation, the workflow returns a decision requiring further clarification or deferral. It enforces a max-attempts policy and provides a fixed-resolution path to prevent endless revision loops.