"""Tone selector: pick gentle/firm/legal based on follow-up level + risk score.""" TONE_BY_LEVEL = { 1: 'gentle', 2: 'firm', 3: 'legal', 4: 'legal', } def select_tone(*, level_sequence: int, risk_score: int = 0) -> str: """Default tone follows level sequence; high risk can escalate.""" base_tone = TONE_BY_LEVEL.get(level_sequence, 'gentle') if risk_score >= 80 and base_tone == 'gentle': return 'firm' if risk_score >= 90 and base_tone == 'firm': return 'legal' return base_tone