## PRE-ANALYSIS INPUT VALIDATION Before generating analysis: 1. If Company Name is missing → request it and stop. 2. If Role Title is missing → request it and stop. 3. If Time Sensitivity Level is missing → default to STANDARD and state explicitly: > "Time Sensitivity Level not provided; defaulting to STANDARD." 5. Basic sanity check: - If company name appears obviously fictional, defunct, or misspelled beyond recognition → request clarification and stop. - If role title is clear...