{
  "semantic_memory_map": {
    "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": "Beschreibt, welche semantischen Muster, Interessen, emotionalen Dynamiken und professionellen Entwicklungsrichtungen ein Coach ueber mehrere Gespraeche hinweg beachten sollte.",
    "semantic_logic": {
      "definition": "Semantic Memory erkennt wiederkehrende Bedeutungen hinter Verhalten, Interessen und Interaktionen.",
      "core_principle": "Menschen entwickeln sich nicht linear sondern ueber wiederkehrende emotionale und professionelle Muster.",
      "focus_dimensions": [
        "Interessen",
        "emotionale Dynamik",
        "Professionalitaet",
        "Wahrnehmung",
        "Leadership",
        "Stressverhalten",
        "visuelle Praeferenzen",
        "Entwicklungsrichtung"
      ]
    },
    "memory_patterns": [
      {
        "memory_id": "SM001",
        "behavior_pattern": "Haeufige Interaktion mit Stress- und Kontrollthemen",
        "interpreted_as": [
          "Unsicherheit unter Druck",
          "Bedarf nach Stabilitaet",
          "Leadership Entwicklung"
        ],
        "emotional_dynamics": [
          "Kontrollverlust",
          "Belastung",
          "Unsicherheit"
        ],
        "strengthened_clusters": [
          "CL002",
          "CL008"
        ],
        "connected_concepts": [
          "Belastbarkeit",
          "Kontrolle",
          "Ruhe",
          "Leadership"
        ],
        "recommended_learning_paths": [
          "LP004",
          "LP001"
        ],
        "recommended_articles": [
          "T06_L04",
          "T10_L15",
          "T12_L14"
        ],
        "adaptive_recommendations": [
          "Stresskontrolle",
          "Produktionsstabilitaet",
          "emotionale Fuehrung"
        ]
      },
      {
        "memory_id": "SM002",
        "behavior_pattern": "Starkes Interesse an Atmosphaere und Bildwirkung",
        "interpreted_as": [
          "visuelle Sensibilitaet",
          "emotionale Bildsprache",
          "Storytelling Fokus"
        ],
        "emotional_dynamics": [
          "Suche nach Tiefe",
          "emotionale Wahrnehmung",
          "visuelle Reflexion"
        ],
        "strengthened_clusters": [
          "CL004",
          "CL006",
          "CL009"
        ],
        "connected_concepts": [
          "Atmosphaere",
          "Emotion",
          "Bildwirkung",
          "Raumwirkung"
        ],
        "recommended_learning_paths": [
          "LP003",
          "LP006"
        ],
        "recommended_articles": [
          "T11_L15",
          "T11_L09",
          "T11_L02"
        ],
        "adaptive_recommendations": [
          "visuelle Psychologie",
          "emotionale Wirkung",
          "Storytelling"
        ]
      },
      {
        "memory_id": "SM003",
        "behavior_pattern": "Haeufige Nutzung von Travel und OnLocation Inhalten",
        "interpreted_as": [
          "mobile Produktionsrealitaet",
          "Outdoor Fokus",
          "Interesse an realen Produktionsbedingungen"
        ],
        "emotional_dynamics": [
          "Bedarf nach Stabilitaet",
          "Flexibilitaet",
          "Anpassungsfaehigkeit"
        ],
        "strengthened_clusters": [
          "CL005",
          "CL007",
          "CL008"
        ],
        "connected_concepts": [
          "Travel",
          "Logistik",
          "Mobilitaet",
          "Produktionssicherheit"
        ],
        "recommended_learning_paths": [
          "LP005"
        ],
        "recommended_articles": [
          "T10_L01",
          "T10_L15",
          "T11_L13"
        ],
        "adaptive_recommendations": [
          "Travel Planung",
          "Outdoor Produktionen",
          "mobile Kreativitaet"
        ]
      },
      {
        "memory_id": "SM004",
        "behavior_pattern": "Fokus auf Equipment und Produktionssicherheit",
        "interpreted_as": [
          "Bedarf nach technischer Kontrolle",
          "Produktionssicherheit",
          "professionelle Ausruestungslogik"
        ],
        "emotional_dynamics": [
          "Kontrollbedarf",
          "Sicherheitsorientierung",
          "Verantwortungsbewusstsein"
        ],
        "strengthened_clusters": [
          "CL005",
          "CL008"
        ],
        "connected_concepts": [
          "Equipment",
          "Backups",
          "Produktionssicherheit",
          "Workflow"
        ],
        "recommended_learning_paths": [
          "LP001",
          "LP005"
        ],
        "recommended_articles": [
          "T12_L08",
          "T13_L01",
          "T13_L05"
        ],
        "adaptive_recommendations": [
          "Equipment Strategie",
          "Backup Systeme",
          "Produktionsvorbereitung"
        ]
      },
      {
        "memory_id": "SM005",
        "behavior_pattern": "Interesse an Insurance und Absicherung",
        "interpreted_as": [
          "Verantwortungsbewusstsein",
          "professionelle Reife",
          "Risikobewusstsein"
        ],
        "emotional_dynamics": [
          "Sicherheitsbedarf",
          "Kontrolle",
          "professionelle Stabilitaet"
        ],
        "strengthened_clusters": [
          "CL005",
          "CL008"
        ],
        "connected_concepts": [
          "Versicherung",
          "Vertraege",
          "Datensicherheit",
          "Krisenmanagement"
        ],
        "recommended_learning_paths": [
          "LP001"
        ],
        "recommended_articles": [
          "T12_L08",
          "T12_L14",
          "T12_L03"
        ],
        "adaptive_recommendations": [
          "Produktionsabsicherung",
          "Vertragswesen",
          "Risikomanagement"
        ]
      },
      {
        "memory_id": "SM006",
        "behavior_pattern": "Entwicklung Richtung Mastery und Systemdenken",
        "interpreted_as": [
          "semantische Reflexion",
          "ganzheitliches Denken",
          "strategische Wahrnehmung"
        ],
        "emotional_dynamics": [
          "Meta-Reflexion",
          "professionelle Integration",
          "semantische Reife"
        ],
        "strengthened_clusters": [
          "CL001",
          "CL009"
        ],
        "connected_concepts": [
          "Systemdenken",
          "Mastery",
          "semantische Integration",
          "Professionalitaet"
        ],
        "recommended_learning_paths": [
          "LP001",
          "LP005",
          "LP006"
        ],
        "recommended_articles": [
          "T10_L01",
          "T11_L15",
          "T12_L14"
        ],
        "adaptive_recommendations": [
          "Systemdenken",
          "OnLocation Mastery",
          "ganzheitliche Produktionskontrolle"
        ]
      }
    ],
    "adaptive_memory_rules": [
      {
        "rule": "Wiederkehrende Stressmuster erhoehen Stabilisierungssensibilitaet."
      },
      {
        "rule": "Travel Fokus priorisiert mobile Produktionssysteme."
      },
      {
        "rule": "Atmosphaere-Interesse vertieft visuelle Psychologie."
      },
      {
        "rule": "Equipment Fokus staerkt Produktionssicherheitslogik."
      },
      {
        "rule": "Insurance Interesse erhoeht Risikobewusstsein und Verantwortung."
      },
      {
        "rule": "Mastery Entwicklung aktiviert semantische Integrationssysteme."
      }
    ],
    "semantic_memory_connections": {
      "connected_systems": [
        "adaptive-learning-core.json",
        "dynamic-recommendation-engine.json",
        "user-state-history.json",
        "cross-session-context-map.json"
      ],
      "nextlevel_cross_reference": {
        "system": "ProPhotoSkills",
        "domain": "https://prophotoskills.com",
        "note": "Ergaenzende Lernmuster fuer KNOWLEDGE, TECHNIK, PROGRESS, SKILL, PSYCHO"
      }
    },
    "future_usage": {
      "used_for": [
        "Adaptive Learning Memory",
        "Personalized Recommendations",
        "Semantic Pattern Recognition",
        "Professional Growth Tracking",
        "OnLocation User Profiling",
        "AI Mentoring Context"
      ],
      "connects_to": [
        "adaptive-learning-core.json",
        "dynamic-recommendation-engine.json",
        "user-state-history.json",
        "cross-session-context-map.json"
      ]
    }
  }
}