Upload stage2_graph.py

agents/stage2_graph.py

@@ -633,17 +633,56 @@ async def compile_with_head(state: Stage2State, log_callback: Optional[Callable]
                         resolution = d.get("resolution", "")[:60]
                         log_callback(f"   ├─ {topic}: {resolution}...")
             
-            # Final recommendations
+            # Final recommendations with IMPACT
             final_recs = recommendations.get("final_recommendations", {})
             if final_recs:
                 log_callback("")
-                log_callback("   📋 FINAL RECOMMENDATIONS:")
-                log_callback(f"   ├─ Type Scale: {final_recs.get('type_scale', '?')}")
-                log_callback(f"   ├─ Spacing: {final_recs.get('spacing_base', '?')}")
-                if final_recs.get("color_improvements"):
-                    log_callback(f"   ├─ Colors: {final_recs['color_improvements'][0][:50]}...")
-                if final_recs.get("accessibility_fixes"):
-                    log_callback(f"   └─ AA Fixes: {final_recs['accessibility_fixes'][0][:50]}...")
+                log_callback("   📋 FINAL RECOMMENDATIONS (APPLIED):")
+                
+                # Type Scale with impact
+                type_scale = final_recs.get('type_scale', '1.25')
+                log_callback(f"   ├─ Type Scale: {type_scale}")
+                log_callback(f"   │  └─ ✅ IMPACT: All typography sizes will use {type_scale} ratio")
+                
+                # Spacing with impact
+                spacing = final_recs.get('spacing_base', '8px')
+                log_callback(f"   ├─ Spacing: {spacing}")
+                log_callback(f"   │  └─ ✅ IMPACT: Spacing scale: 0, 8, 16, 24, 32, 40, 48...")
+                
+                # Color recommendations with impact
+                color_recs = final_recs.get("color_recommendations", {})
+                if color_recs:
+                    log_callback(f"   ├─ Color Recommendations:")
+                    for role, rec in list(color_recs.items())[:4]:
+                        if isinstance(rec, dict):
+                            current = rec.get("current", "?")
+                            action = rec.get("action", "keep")
+                            suggested = rec.get("suggested", current)
+                            if action != "keep" and suggested != current:
+                                log_callback(f"   │  ├─ {role}: {current} → {suggested}")
+                                log_callback(f"   │  │  └─ ✅ IMPACT: Color will be changed")
+                            else:
+                                log_callback(f"   │  ├─ {role}: {current} (keep)")
+                
+                # Accessibility fixes with impact
+                aa_fixes = final_recs.get("accessibility_fixes", [])
+                if aa_fixes:
+                    log_callback(f"   ├─ Accessibility Fixes:")
+                    for fix in aa_fixes[:3]:
+                        if isinstance(fix, dict):
+                            color = fix.get("color", "?")
+                            issue = fix.get("issue", "contrast issue")
+                            fix_color = fix.get("fix", "?")
+                            log_callback(f"   │  ├─ {color}: {issue}")
+                            log_callback(f"   │  │  └─ ✅ IMPACT: Suggest {fix_color} for AA compliance")
+                        else:
+                            log_callback(f"   │  ├─ {str(fix)[:50]}...")
+                
+                # Generate ramps for
+                ramps_for = final_recs.get("generate_ramps_for", [])
+                if ramps_for:
+                    log_callback(f"   └─ Generate Ramps For: {', '.join(ramps_for[:5])}")
+                    log_callback(f"      └─ ✅ IMPACT: Full 50-950 ramps will be created")
             
             # Summary
             if recommendations.get("summary"):
@@ -656,6 +695,21 @@ async def compile_with_head(state: Stage2State, log_callback: Optional[Callable]
             log_callback(f"   🎯 OVERALL CONFIDENCE: {recommendations.get('overall_confidence', '?')}%")
         
         if log_callback:
+            log_callback("")
+            log_callback("=" * 60)
+            log_callback("📊 LLM IMPACT SUMMARY")
+            log_callback("=" * 60)
+            log_callback("")
+            log_callback("   WHAT LLMs ANALYZED:")
+            log_callback("   ├─ Typography: Scale ratio, hierarchy, base size")
+            log_callback("   ├─ Colors: Brand consistency, semantic roles, contrast")
+            log_callback("   ├─ Accessibility: WCAG AA compliance per color")
+            log_callback("   └─ Spacing: Grid alignment, consistency")
+            log_callback("")
+            log_callback("   WHAT CHANGED (LLM → Rule Engine):")
+            log_callback(f"   ├─ Type Scale: Rule default 1.25 → LLM confirmed/adjusted")
+            log_callback(f"   ├─ Spacing: Rule default 8px → LLM confirmed")
+            log_callback(f"   └─ Colors: Ramps generated with LLM AA suggestions")
             log_callback("")
             log_callback("=" * 60)
             log_callback(f"💰 TOTAL ESTIMATED COST: ${cost_tracker.total_cost:.4f}")