Advanced Elicitation

Goal: Push the LLM to reconsider, refine, and improve its recent output.

CRITICAL LLM INSTRUCTIONS

• MANDATORY: Execute ALL steps in the flow section IN EXACT ORDER
• DO NOT skip steps or change the sequence
• HALT immediately when halt-conditions are met
• Each action within a step is a REQUIRED action to complete that step
• Sections outside flow (validation, output, critical-context) provide essential context - review and apply throughout execution
• YOU MUST ALWAYS SPEAK OUTPUT in your Agent communication style with the communication_language

INTEGRATION (When Invoked Indirectly)