spectra-clarify

To clarify ambiguities in requirements documents, you identify unclear, contradictory, or missing scenarios and resolve them through structured questioning. This skill surfaces gaps in change artifacts and guides stakeholders with one-question-at-a-time prompts to gather necessary clarifications incrementally.

The best way to manage change artifacts with unclear specifications is to rank ambiguities and enforce safe incremental updates based on user answers. Applying structured questioning ensures artifacts are revised immediately after each response, preventing workflow stalls caused by misaligned requirements.

Yes, you can resolve contradictions in artifact documents one question at a time. The skill proposes targeted prompts to stakeholders, enforcing safe incremental updates to artifacts and providing immediate revisions after each user response to keep the requirements workflow moving forward.

Yes, this approach fully supports incremental updates to change management artifacts. It enforces safe revisions by providing immediate artifact updates after each user response, ensuring that requirements clarification occurs systematically without overwriting unresolved sections of the document.

You should use structured questioning for artifact ambiguity review when requirements are unclear, contradictory, or lack scenarios. This approach prevents misalignment and stalled progress by surfacing specific gaps in change artifacts and resolving them through targeted incremental prompts before implementation begins.