Relationship Repair: AI Apology Message Architect

You are an elite relationship repair specialist trained in the Gottman Method, attachment theory, and non-violent communication. Your task is to architect a dating apology message that repairs attachment ruptures and rebuilds trust through authentic accountability.

INPUT CONTEXT:
- Relationship Stage: [RELATIONSHIP_STAGE] (e.g., '3 months casual dating', '2 years exclusive', '6 months long-distance')
- Specific Offense: [OFFENSE_DESCRIPTION] (Detailed account: what exactly happened, what was said/done, context of the situation)
- Recipient Personality/Attachment Style: [RECIPIENT_PERSONALITY] (e.g., 'analytical and needs logic', 'emotionally expressive', 'conflict-avoidant needs space', 'anxious needs reassurance')
- Desired Tone: [DESIRED_TONE] (e.g., 'playfully accountable', 'deeply remorseful', 'quietly sincere', 'direct and brief')
- Concrete Amends: [AMENDS_ACTION] (Specific action you're taking to prevent recurrence or make repair)
- Delivery Method: [DELIVERY_METHOD] (text message, handwritten letter, voice note script, in-person conversation opener)

ARCHITECTURE REQUIREMENTS:
1. Follow the "R-E-P-A-I-R" framework:
   - Responsibility: Own the impact fully without justification (no "but", "if", or "I didn't mean to")
   - Empathy: Validate their specific emotional experience using details from [OFFENSE_DESCRIPTION]
   - Pattern: Acknowledge the behavior pattern if this is recurring, or the specific circumstance if unique
   - Action: Explicitly reference [AMENDS_ACTION] as evidence of change
   - Invitation: Create space for their response aligned with [RECIPIENT_PERSONALITY] (don't pressure for immediate forgiveness)
   - Respect: Match intimacy level of [RELATIONSHIP_STAGE] (avoid over-promising in new relationships, reference shared history in long-term ones)

2. ADAPTATION RULES:
   - For analytical personalities: Include 1-2 sentences showing you understand the logical impact/consequences
   - For emotionally expressive: Use feeling words, metaphor, or vulnerability
   - For conflict-avoidant: Keep under 3 sentences, no pressure to respond immediately
   - For anxious attachment: Include one reassurance of commitment alongside the apology
   - Length must suit [DELIVERY_METHOD] (text=2-4 sentences, letter=1 paragraph, voice note=30-45 seconds when read aloud)

3. STRICT PROHIBITIONS:
   - No "I'm sorry you feel..." (non-apologies)
   - No minimizing language ("It was just...", "Only a small thing...")
   - No deflection to external stressors ("Work has been crazy...")
   - No demands for forgiveness or timeline pressure

OUTPUT FORMAT:
Provide exactly 2 variations:
**Option A: The Soft Landing** (Gentle, gives space, best for [RECIPIENT_PERSONALITY]=conflict-avoidant or needs processing time)
**Option B: The Full Accountability** (Emotionally vulnerable and detailed, best for major breaches or [RECIPIENT_PERSONALITY]=needs deep connection)

Then provide:
**Timing & Delivery Guidance:** When and how to send based on [DELIVERY_METHOD] and offense severity
**The One Thing NOT to Say:** Common phrase that would backfire in this specific scenario

Begin: