interview-framework

Conducting structured spec interviews uses an adaptive single-question loop to collect phase-consistent responses. The framework targets research, requirements, design, and tasks phases, applying context-aware piping and progress tracking to guide users from initial prompts to final conclusions.

The best way to conduct structured spec interviews is using an adaptive single-question loop that enforces canonical semantic key mapping. This approach reduces duplication by providing drop-in integration across all spec phases, ensuring clear and consistent requirement collection.

Adaptive depth questioning for spec requirements works by applying parameter-pipe and progress tracking to enable context-aware questioning. It adjusts the interview flow across phases, using a canonical semantic key mapping to guide users from initial prompts to final conclusions.

Yes, you can use a single-question loop for both research and implementation phases. The framework provides drop-in integration for various spec phases, utilizing parameter chain logic and adaptive depth rules to collect clear, phase-consistent responses across the entire project lifecycle.

You need an interview framework for requirement collection when standardizing structured interviews across multiple spec phases. It solves the problem of inconsistent requirement gathering by enforcing a canonical, reusable loop with context-aware piping from initial prompts to final conclusions.