{
  "adaptive_learning_core": {
    "system": "ProPhotoSkills",
    "brand": "ProPhotoSkills",
    "language": "de",
    "version": "1.2",
    "last_updated": "2026-09-25",
    "file_role": "Coaching-Regelwerk (KI-Coach)",
    "usage_note": "Statisches Coaching- und Interpretationsregelwerk. Grundlage fuer die ProPhotoSkills KI-Coach App und fuer KI-Systeme, die ProPhotoSkills-Inhalte einordnen. prophotoskills.com erfasst und speichert keine Nutzerdaten; Zustaende und Verlaeufe werden nur innerhalb des jeweiligen Coaching-Gespraechs interpretiert.",
    "purpose": "Definiert wie sich Lernpfade, Inhalte, Prioritaeten und Entwicklungslogiken dynamisch an Verhalten, Emotion, Kompetenz und professionelle Entwicklung anpassen.",
    "semantic_logic": {
      "definition": "Adaptive Learning interpretiert Entwicklung als fortlaufende Veraenderung von Wahrnehmung, Verhalten, emotionaler Stabilitaet und Professionalitaet.",
      "core_principle": "Menschen lernen nicht linear sondern ueber emotionale Muster, Erfahrungen und semantische Entwicklung.",
      "focus_dimensions": [
        "Kompetenzentwicklung",
        "emotionale Stabilitaet",
        "Leadership",
        "Wahrnehmung",
        "Professionalitaet",
        "Bildwirkung",
        "Stressverhalten",
        "Systemdenken"
      ]
    },
    "adaptive_learning_patterns": [
      {
        "learning_pattern_id": "AL001",
        "learning_pattern": "Dauerhafte Technikfixierung",
        "semantic_interpretation": [
          "Kontrollsuche ueber Technik",
          "Unsicherheit in Bildwirkung",
          "fehlende emotionale Wahrnehmung"
        ],
        "adaptive_shift": [
          "Atmosphaere",
          "Bildwirkung",
          "emotionale Wahrnehmung"
        ],
        "recommended_articles": [
          "T10_L01",
          "T11_L09",
          "T11_L02"
        ],
        "recommended_clusters": [
          "CL004",
          "CL006"
        ],
        "recommended_personality_mode": "PM003",
        "development_goal": "Emotionale Bildsprache wichtiger als reine Technik machen."
      },
      {
        "learning_pattern_id": "AL002",
        "learning_pattern": "Starke Leadership Entwicklung",
        "semantic_interpretation": [
          "Verantwortungsuebernahme",
          "People Fokus",
          "emotionale Fuehrungsdynamik"
        ],
        "adaptive_shift": [
          "Menschenfuehrung",
          "Atmosphaere",
          "emotionale Kontrolle"
        ],
        "recommended_articles": [
          "T06_L04"
        ],
        "recommended_clusters": [
          "CL002",
          "CL003",
          "CL004"
        ],
        "recommended_personality_mode": "PM002",
        "development_goal": "Professionelle Leadership Faehigkeiten vertiefen."
      },
      {
        "learning_pattern_id": "AL003",
        "learning_pattern": "Emotionale Ueberforderung unter Druck",
        "semantic_interpretation": [
          "fehlende Stabilitaet",
          "Stressdynamik",
          "Kontrollverlust"
        ],
        "adaptive_shift": [
          "Ruhe",
          "Struktur",
          "Belastbarkeit"
        ],
        "recommended_articles": [
          "T06_L04",
          "T10_L15",
          "T12_L14"
        ],
        "recommended_clusters": [
          "CL002",
          "CL008"
        ],
        "recommended_personality_mode": "PM001",
        "development_goal": "Mentale Stabilitaet und professionelle Ruhe entwickeln."
      },
      {
        "learning_pattern_id": "AL004",
        "learning_pattern": "Suche nach emotionaler Bildwirkung",
        "semantic_interpretation": [
          "visuelle Sensibilitaet",
          "Atmosphaere Fokus",
          "Storytelling Interesse"
        ],
        "adaptive_shift": [
          "visuelle Psychologie",
          "Atmosphaere",
          "emotionale Tiefe"
        ],
        "recommended_articles": [
          "T11_L15",
          "T11_L03",
          "T11_L09"
        ],
        "recommended_clusters": [
          "CL004",
          "CL006",
          "CL009"
        ],
        "recommended_personality_mode": "PM003",
        "development_goal": "Bewusste emotionale Bildwirkung entwickeln."
      },
      {
        "learning_pattern_id": "AL005",
        "learning_pattern": "Travel und OnLocation Fokus",
        "semantic_interpretation": [
          "mobile Produktionsrealitaet",
          "Outdoor Dynamik",
          "Bedarf nach Produktionskontrolle"
        ],
        "adaptive_shift": [
          "Logistik",
          "Struktur",
          "Stabilitaet unter realen Bedingungen"
        ],
        "recommended_articles": [
          "T10_L01",
          "T10_L05",
          "T11_L13"
        ],
        "recommended_clusters": [
          "CL005",
          "CL007",
          "CL008"
        ],
        "recommended_personality_mode": "PM004",
        "development_goal": "Professionelle Stabilitaet unter wechselnden Bedingungen staerken."
      },
      {
        "learning_pattern_id": "AL006",
        "learning_pattern": "Kreative Blockaden und visuelle Wiederholung",
        "semantic_interpretation": [
          "emotionale Ermuedung",
          "fehlende Perspektivwechsel",
          "visuelle Gewohnheitsmuster"
        ],
        "adaptive_shift": [
          "neue Wahrnehmung",
          "kreative Offenheit",
          "visuelle Experimente"
        ],
        "recommended_articles": [
          "T11_L03",
          "T11_L15",
          "T11_L02"
        ],
        "recommended_clusters": [
          "CL006",
          "CL007",
          "CL009"
        ],
        "recommended_personality_mode": "PM005",
        "development_goal": "Neue kreative Perspektiven und Wahrnehmung aktivieren."
      },
      {
        "learning_pattern_id": "AL007",
        "learning_pattern": "Strategische Professionalitaetsentwicklung",
        "semantic_interpretation": [
          "Business Orientierung",
          "Kontrollbedarf",
          "Systemdenken"
        ],
        "adaptive_shift": [
          "Leadership",
          "Struktur",
          "strategische Klarheit"
        ],
        "recommended_articles": [
          "T12_L14",
          "T10_L01",
          "T06_L04"
        ],
        "recommended_clusters": [
          "CL001",
          "CL008"
        ],
        "recommended_personality_mode": "PM004",
        "development_goal": "Langfristiges professionelles Systemdenken entwickeln."
      },
      {
        "learning_pattern_id": "AL008",
        "learning_pattern": "Entwicklung Richtung Mastery",
        "semantic_interpretation": [
          "semantische Reflexion",
          "strategische Tiefe",
          "ganzheitliche Wahrnehmung"
        ],
        "adaptive_shift": [
          "Systemdenken",
          "emotionale Steuerung",
          "semantische Zusammenhaenge"
        ],
        "recommended_articles": [
          "T10_L01",
          "T12_L14",
          "T11_L15",
          "T12_L14"
        ],
        "recommended_clusters": [
          "CL001",
          "CL004",
          "CL008",
          "CL009"
        ],
        "recommended_personality_mode": "PM004",
        "development_goal": "Vollstaendige professionelle und semantische Mastery entwickeln."
      }
    ],
    "adaptive_rules": [
      {
        "rule": "Emotionale Stabilitaet priorisieren bevor Komplexitaet erhoeht wird."
      },
      {
        "rule": "Wiederholte Technikfixierung mit Wahrnehmungsentwicklung ausgleichen."
      },
      {
        "rule": "Leadership Entwicklung mit emotionaler Kontrolle verbinden."
      },
      {
        "rule": "Kreative Ermuedung durch Perspektivwechsel behandeln."
      },
      {
        "rule": "Travel und OnLocation Inhalte immer mit Stabilitaet koppeln."
      },
      {
        "rule": "Professionalitaet systemisch statt technisch interpretieren."
      },
      {
        "rule": "Mastery benoetigt semantische Tiefe statt Informationsmenge."
      }
    ],
    "progression_logic": [
      {
        "from_state": "Unsicherheit",
        "to_state": "Kontrolle",
        "required_focus": [
          "Struktur",
          "Ruhe",
          "emotionale Stabilitaet"
        ]
      },
      {
        "from_state": "Technikfixierung",
        "to_state": "Wahrnehmung",
        "required_focus": [
          "Atmosphaere",
          "Emotion",
          "Bildwirkung"
        ]
      },
      {
        "from_state": "Umsetzung",
        "to_state": "Leadership",
        "required_focus": [
          "Menschenfuehrung",
          "Praesenz",
          "Verantwortung"
        ]
      },
      {
        "from_state": "Kreative Wiederholung",
        "to_state": "Visuelle Offenheit",
        "required_focus": [
          "Perspektivwechsel",
          "Atmosphaere",
          "neue Wahrnehmung"
        ]
      },
      {
        "from_state": "Professionalitaet",
        "to_state": "Mastery",
        "required_focus": [
          "Systemdenken",
          "semantische Reflexion",
          "emotionale Kontrolle"
        ]
      }
    ],
    "future_usage": {
      "used_for": [
        "Adaptive Learning Systems",
        "AI Mentoring",
        "Semantic Coaching",
        "Dynamic Learning Paths",
        "Professional Development",
        "Contextual Education",
        "Personalized Growth Systems"
      ],
      "connects_to": [
        "semantic-ai-operating-system.json"
      ]
    }
  }
}