Twitter metadata

gistfile1.txt

{

  "Classification": "Neutral (Professional and Technical Content)",

  "Confidence": "Very High (0.99)",

  "Severity": "None",

  "Protected_categories_targeted": [

    "None"

  ],

  "Secondary_categories": [

    "AI Research Discussion",

    "3D Modeling and CAD",

    "Software Engineering"

  ],

  "Key_violations": [

    "None detected"

  ],

  "Violation_patterns": {

    "Bio_contribution": "Neutral (professional statement within guidelines)",

    "Post_frequency": "Moderate (sporadic technical threads and replies)",

    "Reply_intensity": "Low-Moderate (engagement in tech communities)",

    "Media_usage": "Moderate (screenshots, project photos/videos for illustrative purposes)"

  },

  "Recommended_enforcement": "None – full visibility and standard algorithmic promotion",

  "Algorithm_Impact": {

    "for_you_push_level": "Normal to Enhanced (high engagement in tech/AI topics)",

    "search_visibility": "Standard (discoverable via professional keywords)",

    "hidden_reputation_score_estimated": "High (+90% to +95%)",

    "reply_deboost_active": false,

    "reply_deboost_severity": "None",

    "current_reach_suppression_severity": "None",

    "ad_eligibility": "Eligible"

  },

  "Other_flags": {

    "Misinformation": "None",

    "Violence_Incitement": "None",

    "Spam": "None"

  },

  "Last_updated": "2026-01-14"

}