iterative-depth

Multi-angle requirement elicitation extracts richer criteria by running 2 to 8 structured exploration passes over the same problem using fundamentally different lenses. This iterative depth approach surfaces hidden constraints, risks, and stakeholders that single-pass analysis often overlooks.

Applying iterative multi-pass analysis to software planning generates refined binary-testable success criteria and anti-criteria. By merging and prioritizing new requirements across different analytical lenses with deduplication, it ensures comprehensive acceptance criteria coverage.

Multi-angle analysis improves risk assessment and debugging by exploring the same problem through multiple structured perspectives. This lens-based approach explicitly enumerates potential failures and edge cases, strengthening reviews and hypothesis generation that single-pass workflows miss.

You can control requirement exploration depth using short, medium, or long time budgets, or by requesting a specific pass count. This time-budgeted routing scales coverage across 2 to 8 lens passes without wasting effort.

You need iterative depth when standard single-pass analysis overlooks constraints, stakeholders, or success criteria. It is specifically designed for ambiguous requests, planning, criterion creation, and deep requirement elicitation where missing edge cases or failures is costly.

Lens-based multi-pass exploration for decision support requires allocating sufficient time budgets for multiple passes to be effective. While it scales coverage without wasting effort, users must specify appropriate pass counts to avoid incomplete deduplication and prioritized synthesis of refined criteria.