Advanced Elicitation Overview Meta-cognitive reasoning applied to AI outputs. Makes AI reconsider its own work through 15+ systematic methods. Core Principle : First-pass responses are often good but not great. Elicitation forces deeper thinking. When to Use Use when: - Making important decisions (architecture, security, major features) - Solving complex problems (multiple stakeholders, unclear requirements) - Producing critical outputs (specs, plans, designs) - Quality matters more than speed Don't use when: - Simple queries ("What is X?") - Routine tasks (formatting, simple refactoring) - T…