feat(gtm): v2.5 - Hard Fact Extraction & UI

- Backend: Implemented secondary extraction phase for structured specs (JSON schema).

- Backend: Added strict normalization rules (min, cm, kg).

- Frontend: Added 'Phase1Data' interface update for specs.

- Frontend: Implemented new UI component for 'Technical Specifications' in Phase 1.

- Frontend: Updated header and sidebar to display 'v2.5' build marker.

- Docs: Updated architectural documentation.

gtm-architect/App.tsx

@@ -1153,6 +1153,95 @@ const App: React.FC = () => {
         </div>
       </div>
 
+      {/* NEW: Hard Facts Specs Display */}
+      {state.phase1Result?.specs && 'metadata' in state.phase1Result.specs && (
+        <div className="p-6 rounded-xl border transition-colors bg-white border-slate-200 dark:bg-robo-800 dark:border-robo-700">
+            <h2 className="text-xl font-bold mb-4 flex items-center gap-2 text-slate-900 dark:text-white">
+                <Database className="text-blue-500" /> Technical Specifications (Hard Facts)
+            </h2>
+            
+            <div className="grid grid-cols-1 md:grid-cols-2 gap-6 mb-6">
+                {/* Core Data */}
+                <div className="p-4 bg-slate-50 dark:bg-robo-900 rounded-lg border border-slate-200 dark:border-robo-700">
+                    <h3 className="text-xs font-bold uppercase tracking-wider text-slate-500 mb-3">Core Data</h3>
+                    <div className="space-y-2 text-sm">
+                        <div className="flex justify-between border-b border-slate-200 dark:border-robo-800 pb-1">
+                            <span className="text-slate-500">Model</span> 
+                            <span className="font-bold text-slate-800 dark:text-slate-200">{state.phase1Result.specs.metadata.brand} {state.phase1Result.specs.metadata.model_name}</span>
+                        </div>
+                        <div className="flex justify-between border-b border-slate-200 dark:border-robo-800 pb-1">
+                            <span className="text-slate-500">Category</span> 
+                            <span className="capitalize text-slate-800 dark:text-slate-200">{state.phase1Result.specs.metadata.category}</span>
+                        </div>
+                        <div className="flex justify-between border-b border-slate-200 dark:border-robo-800 pb-1">
+                            <span className="text-slate-500">Runtime</span> 
+                            <span className="text-slate-800 dark:text-slate-200">{state.phase1Result.specs.core_specs.battery_runtime_min ? `${state.phase1Result.specs.core_specs.battery_runtime_min} min` : '-'}</span>
+                        </div>
+                        <div className="flex justify-between border-b border-slate-200 dark:border-robo-800 pb-1">
+                            <span className="text-slate-500">Weight</span> 
+                            <span className="text-slate-800 dark:text-slate-200">{state.phase1Result.specs.core_specs.weight_kg ? `${state.phase1Result.specs.core_specs.weight_kg} kg` : '-'}</span>
+                        </div>
+                        <div className="flex justify-between border-b border-slate-200 dark:border-robo-800 pb-1">
+                            <span className="text-slate-500">Dimensions</span> 
+                            <span className="text-slate-800 dark:text-slate-200">
+                                {state.phase1Result.specs.core_specs.dimensions_cm.l ? `${state.phase1Result.specs.core_specs.dimensions_cm.l}x${state.phase1Result.specs.core_specs.dimensions_cm.w}x${state.phase1Result.specs.core_specs.dimensions_cm.h} cm` : '-'}
+                            </span>
+                        </div>
+                         <div className="flex justify-between">
+                            <span className="text-slate-500">Navigation</span> 
+                            <span className="text-slate-800 dark:text-slate-200">{state.phase1Result.specs.core_specs.navigation_type || '-'}</span>
+                        </div>
+                    </div>
+                </div>
+
+                {/* Layer Data */}
+                <div className="p-4 bg-slate-50 dark:bg-robo-900 rounded-lg border border-slate-200 dark:border-robo-700">
+                    <h3 className="text-xs font-bold uppercase tracking-wider text-slate-500 mb-3">Performance Layer</h3>
+                    
+                    {!state.phase1Result.specs.layers.cleaning && !state.phase1Result.specs.layers.service && !state.phase1Result.specs.layers.security && (
+                        <div className="text-sm text-slate-400 italic">No specific layer data detected.</div>
+                    )}
+
+                    {state.phase1Result.specs.layers.cleaning && (
+                         <div className="space-y-2 text-sm mb-4">
+                            <div className="text-emerald-600 font-bold mb-1 flex items-center gap-1"><Sparkles size={12}/> Cleaning Mode</div>
+                            <div className="flex justify-between"><span className="text-slate-500">Area Perf:</span> <span className="text-slate-800 dark:text-slate-200">{state.phase1Result.specs.layers.cleaning.area_performance_sqm_h || '-'} m²/h</span></div>
+                            <div className="flex justify-between"><span className="text-slate-500">Fresh Water:</span> <span className="text-slate-800 dark:text-slate-200">{state.phase1Result.specs.layers.cleaning.fresh_water_l || '-'} L</span></div>
+                         </div>
+                    )}
+                     {state.phase1Result.specs.layers.service && (
+                         <div className="space-y-2 text-sm mb-4">
+                            <div className="text-blue-600 font-bold mb-1 flex items-center gap-1"><Briefcase size={12}/> Service Mode</div>
+                            <div className="flex justify-between"><span className="text-slate-500">Payload:</span> <span className="text-slate-800 dark:text-slate-200">{state.phase1Result.specs.layers.service.max_payload_kg || '-'} kg</span></div>
+                            <div className="flex justify-between"><span className="text-slate-500">Trays:</span> <span className="text-slate-800 dark:text-slate-200">{state.phase1Result.specs.layers.service.number_of_trays || '-'}</span></div>
+                         </div>
+                    )}
+                     {state.phase1Result.specs.layers.security && (
+                         <div className="space-y-2 text-sm">
+                            <div className="text-red-600 font-bold mb-1 flex items-center gap-1"><Shield size={12}/> Security Mode</div>
+                            <div className="flex justify-between"><span className="text-slate-500">Night Vision:</span> <span className="text-slate-800 dark:text-slate-200">{state.phase1Result.specs.layers.security.night_vision ? 'Yes' : 'No'}</span></div>
+                            <div className="flex justify-between"><span className="text-slate-500">Cameras:</span> <span className="text-slate-800 dark:text-slate-200">{state.phase1Result.specs.layers.security.camera_types.join(', ') || '-'}</span></div>
+                         </div>
+                    )}
+                </div>
+            </div>
+
+            {/* Extended Features */}
+            {state.phase1Result.specs.extended_features.length > 0 && (
+                <div>
+                     <h3 className="text-xs font-bold uppercase tracking-wider text-slate-500 mb-2">Extended Features</h3>
+                     <div className="flex flex-wrap gap-2">
+                        {state.phase1Result.specs.extended_features.map((feat, idx) => (
+                            <span key={idx} className="px-2 py-1 bg-slate-100 dark:bg-robo-900 text-xs rounded border border-slate-200 dark:border-robo-700 text-slate-700 dark:text-slate-300">
+                                <span className="font-bold">{feat.feature}:</span> {feat.value} {feat.unit}
+                            </span>
+                        ))}
+                     </div>
+                </div>
+            )}
+        </div>
+      )}
+
       {state.phase1Result?.conflictCheck.hasConflict ? (
         <div className="border p-6 rounded-xl flex gap-4 transition-colors
             bg-red-50 border-red-200

gtm-architect/components/Layout.tsx

@@ -78,7 +78,7 @@ export const Layout: React.FC<LayoutProps> = ({
           <div>
             <h1 className="text-xl font-bold font-mono tracking-tighter flex items-center gap-2 text-slate-900 dark:text-white">
               <div className="w-3 h-3 bg-robo-500 dark:bg-robo-accent rounded-full animate-pulse"></div>
-              ROBOPLANET
+              ROBOPLANET v2.5
             </h1>
             <p className="text-xs mt-1 uppercase tracking-widest text-slate-500 dark:text-robo-400">GTM Architect Engine</p>
           </div>

gtm-architect/types.ts

@@ -28,6 +28,47 @@ export interface Phase1Data {
     relatedProduct?: string;
   };
   rawAnalysis: string;
+  specs?: {
+    metadata: {
+      product_id: string;
+      brand: string;
+      model_name: string;
+      category: string;
+      manufacturer_url: string;
+    };
+    core_specs: {
+      battery_runtime_min: number | null;
+      charge_time_min: number | null;
+      weight_kg: number | null;
+      dimensions_cm: { l: number | null; w: number | null; h: number | null };
+      max_slope_deg: number | null;
+      ip_rating: string | null;
+      climb_height_cm: number | null;
+      navigation_type: string | null;
+      connectivity: string[];
+    };
+    layers: {
+      cleaning?: {
+        fresh_water_l: number | null;
+        dirty_water_l: number | null;
+        area_performance_sqm_h: number | null;
+        mop_pressure_kg: number | null;
+      };
+      service?: {
+        max_payload_kg: number | null;
+        number_of_trays: number | null;
+        display_size_inch: number | null;
+        ads_capable: boolean | null;
+      };
+      security?: {
+        camera_types: string[];
+        night_vision: boolean | null;
+        gas_detection: string[];
+        at_interface: boolean | null;
+      };
+    };
+    extended_features: { feature: string; value: string; unit: string }[];
+  };
 }
 
 export interface Phase2Data {

gtm_architect_documentation.md

@@ -1,4 +1,4 @@
-# Dokumentation: GTM Architect Engine (v2.4)
+# Dokumentation: GTM Architect Engine (v2.5)
 
 ## 1. Projektübersicht
 
@@ -26,7 +26,7 @@ graph LR
 
 1.  **Frontend (`/gtm-architect`):**
     *   Framework: **React** (Vite + TypeScript).
-    *   Features: **Session History** (Laden/Löschen alter Projekte) und **Markdown Upload**.
+    *   Features: **Session History**, **Hard Fact Extraction UI** und **Markdown Upload**.
 
 2.  **Backend Bridge (`server.cjs`):**
     *   Runtime: **Node.js** (Express).
@@ -67,7 +67,7 @@ Die `call_gemini_image`-Funktion wählt automatisch die beste Methode basierend
 
 | Phase | Modus | Input | Output | Beschreibung |
 | :--- | :--- | :--- | :--- | :--- |
-| **1** | `phase1` | Rohtext / URL | Features, Constraints | Extrahiert technische Daten & **erstellt DB-Projekt**. |
+| **1** | `phase1` | Rohtext / URL | Features, Constraints, **Specs** | Extrahiert technische Daten, **Hard Facts (Specs)** & erstellt DB-Projekt. |
 | **2** | `phase2` | Phase 1 Result | ICPs, Data Proxies | Identifiziert ideale Kundenprofile. |
 | **3** | `phase3` | Phase 2 Result | Whales, Rollen | Identifiziert Zielkunden & Buying Center. |
 | **4** | `phase4` | Phase 1 & 3 | Strategy Matrix | Entwickelt "Angles" und Pain-Points. |
@@ -91,6 +91,13 @@ Das System verwaltet persistente Sitzungen in der SQLite-Datenbank:
 
 ## 7. Historie & Fixes (Jan 2026)
 
+*   **[UPGRADE] v2.5: Hard Fact Extraction**
+    *   **Phase 1 Erweiterung:** Implementierung eines sekundären Extraktions-Schritts für "Hard Facts" (Specs).
+    *   **Strukturiertes Daten-Schema:** Integration von `templates/json_struktur_roboplanet.txt`.
+    *   **Normalisierung:** Automatische Standardisierung von Einheiten (Minuten, cm, kg, m²/h).
+    *   **Frontend Update:** Neue UI-Komponente zur Anzeige der technischen Daten (Core Data, Layer, Extended Features).
+    *   **Sidebar & Header:** Update auf "ROBOPLANET v2.5".
+
 *   **[UPGRADE] v2.4:**
     *   Dokumentation der Kern-Engine (`helpers.py`) mit Dual SDK & Hybrid Image Generation.
     *   Aktualisierung der Architektur-Übersicht und Komponenten-Beschreibungen.

gtm_architect_orchestrator.py

@@ -203,6 +203,90 @@ def phase1(payload):
     
     try:
         data = json.loads(response)
+
+        # --- PART 2: HARD FACTS EXTRACTION ---
+        spec_schema = """
+        {
+          "metadata": {
+            "product_id": "string (slug)",
+            "brand": "string",
+            "model_name": "string",
+            "category": "cleaning | service | security | industrial",
+            "manufacturer_url": "string"
+          },
+          "core_specs": {
+            "battery_runtime_min": "integer (standardized to minutes)",
+            "charge_time_min": "integer (standardized to minutes)",
+            "weight_kg": "float",
+            "dimensions_cm": { "l": "float", "w": "float", "h": "float" },
+            "max_slope_deg": "float",
+            "ip_rating": "string",
+            "climb_height_cm": "float",
+            "navigation_type": "string (e.g. SLAM, LiDAR, VSLAM)",
+            "connectivity": ["string"]
+          },
+          "layers": {
+            "cleaning": {
+              "fresh_water_l": "float",
+              "dirty_water_l": "float",
+              "area_performance_sqm_h": "float",
+              "mop_pressure_kg": "float"
+            },
+            "service": {
+              "max_payload_kg": "float",
+              "number_of_trays": "integer",
+              "display_size_inch": "float",
+              "ads_capable": "boolean"
+            },
+            "security": {
+              "camera_types": ["string"],
+              "night_vision": "boolean",
+              "gas_detection": ["string"],
+              "at_interface": "boolean"
+            }
+          },
+          "extended_features": [
+            { "feature": "string", "value": "string", "unit": "string" }
+          ]
+        }
+        """
+
+        specs_prompt = f"""
+        PHASE 1 (Part 2): HARD FACT EXTRACTION
+        Input: "{analysis_content}"
+        
+        Task: Extract technical specifications strictly according to the provided JSON schema.
+        
+        NORMALIZATION RULES (STRICTLY FOLLOW):
+        1. Time: Convert ALL time values (runtime, charging) to MINUTES (Integer). Example: "1:30 h" -> 90, "2 hours" -> 120.
+        2. Dimensions/Weight: All lengths in CM, weights in KG.
+        3. Performance: Area performance always in m²/h.
+        4. Booleans: Use true/false (not strings).
+        5. Unknowns: If a value is not in the text, set it to null. DO NOT HALLUCINATE.
+        
+        LOGIC FOR LAYERS:
+        - If product uses water/brushes -> Fill 'layers.cleaning'.
+        - If product delivers items/trays -> Fill 'layers.service'.
+        - If product patrols/detects -> Fill 'layers.security'.
+        
+        EXTENDED FEATURES:
+        - Put any technical feature that doesn't fit the schema into 'extended_features'.
+        
+        Output JSON format ONLY based on this schema:
+        {spec_schema}
+        """
+
+        log_and_save(project_id, "phase1_specs", "prompt", specs_prompt)
+        specs_response = call_gemini_flash(specs_prompt, system_instruction=sys_instr, json_mode=True)
+        log_and_save(project_id, "phase1_specs", "response", specs_response)
+
+        try:
+            specs_data = json.loads(specs_response)
+            data['specs'] = specs_data
+        except json.JSONDecodeError:
+            logging.error(f"Failed to decode JSON from Gemini response in phase1 (specs): {specs_response}")
+            data['specs'] = {"error": "Failed to extract specs", "raw": specs_response}
+
         db_manager.save_gtm_result(project_id, 'phase1_result', json.dumps(data))
         
         # WICHTIG: ID zurückgeben, damit Frontend sie speichert

templates/json_struktur_roboplanet.txt

@@ -0,0 +1,43 @@
+{
+  "metadata": {
+    "product_id": "string (slug)",
+    "brand": "string",
+    "model_name": "string",
+    "category": "cleaning | service | security | industrial",
+    "manufacturer_url": "string"
+  },
+  "core_specs": {
+    "battery_runtime_min": "integer (standardized to minutes)",
+    "charge_time_min": "integer (standardized to minutes)",
+    "weight_kg": "float",
+    "dimensions_cm": { "l": "float", "w": "float", "h": "float" },
+    "max_slope_deg": "float",
+    "ip_rating": "string",
+    "climb_height_cm": "float",
+    "navigation_type": "string (e.g. SLAM, LiDAR, VSLAM)",
+    "connectivity": ["string"]
+  },
+  "layers": {
+    "cleaning": {
+      "fresh_water_l": "float",
+      "dirty_water_l": "float",
+      "area_performance_sqm_h": "float",
+      "mop_pressure_kg": "float"
+    },
+    "service": {
+      "max_payload_kg": "float",
+      "number_of_trays": "integer",
+      "display_size_inch": "float",
+      "ads_capable": "boolean"
+    },
+    "security": {
+      "camera_types": ["string"],
+      "night_vision": "boolean",
+      "gas_detection": ["string"],
+      "at_interface": "boolean"
+    }
+  },
+  "extended_features": [
+    { "feature": "string", "value": "string", "unit": "string" }
+  ]
+}