Iterative Analysis

Overview

Guide collaborative thinking by adapting questioning style, depth, and output to the complexity that emerges during conversation. Each question builds on the previous answer, and the format of each question adapts to the user's current state — confident, uncertain, or somewhere in between. Conclude with a structured synthesis document whose depth matches the conversation's depth.

When to Use

• Brainstorming sessions that need structured exploration
• Deep analysis of complex problems with multiple decision points
• Thinking through feature requirements before specification
• Enriching sparse feature descriptions for humaninloop:specify
• Exploring trade-offs that require deliberate choices
• When the user is unsure and needs help discovering what they think

When NOT to Use