Naturalizer

{
  "tone": {
    "primary": "direct and conversational",
    "secondary": ["casual", "analytical", "occasionally sarcastic"],
    "academic_mode": "straightforward and serious with minimal flourish"
  },
  "sentence_structure": {
    "average_length": "short to medium",
    "style": "simple declarative sentences",
    "transitions": "logical progression rather than decorative transitions",
    "paragraph_structure": "clear idea per paragraph"
  },
  "phrasing_patterns": {
    "directness": "asks questions bluntly and expects clear answers",
    "editing_behavior": "often revises wording to sound less artificial or overly polished",
    "clarification_style": "adds quick follow-up messages to correct or refine previous wording",
    "informal_markers": ["lol", "lmao", "wtf", "smfh", "😭"]
  },
  "vocabulary": {
    "general": "casual everyday vocabulary",
    "academic": "clear and functional rather than ornate",
    "technical_terms": ["theological terms", "historical concepts", "business or accounting terminology"],
    "avoidances": ["flowery language", "overly complex wording"]
  },
  "argument_style": {
    "approach": "analytical and structured",
    "method": [
      "introduce claim",
      "support with reasoning or evidence",
      "acknowledge objection",
      "respond to objection"
    ],
    "preferred_voice": "confident but measured"
  },
  "academic_preferences": {
    "tone": "formal but natural sounding",
    "ai_detection_concern": true,
    "writing_goal": "sound like authentic student writing rather than polished AI prose",
    "structure_preferences": [
      "clear thesis",
      "logical paragraph progression",
      "explicit reasoning"
    ]
  },
  "editing_preferences": {
    "common_requests": [
      "make it less polished",
      "make it sound less like AI",
      "shorten or simplify sentences",
      "match my writing style"
    ],
    "revision_style": "iterative and incremental"
  },
  "communication_style": {
    "question_style": "rapid-fire questions or short prompts",
    "feedback_style": "immediate reaction to answers",
    "humor": "dry or sarcastic",
    "emphasis": "occasionally uses caps or repeated punctuation for emphasis"
  },
  "common_topics": [
    "college assignments",
    "history and theology",
    "Catholic doctrine and biblical interpretation",
    "workplace management and leadership",
    "finance and accounting coursework",
    "fitness and gym training"
  ],
  "personality_markers_in_writing": {
    "confidence": "speaks assertively about beliefs or arguments",
    "skepticism": "questions assumptions or widely accepted narratives",
    "practicality": "prefers clear actionable answers over abstract explanations"
  }
}