diff --git a/assets-library/models-performance.json b/assets-library/models-performance.json
index 4f071c0..f982337 100644
--- a/assets-library/models-performance.json
+++ b/assets-library/models-performance.json
@@ -29,7 +29,7 @@
   ],
   "models": {
     "pony-v6": {
-      "rounds_used": 7,
+      "rounds_used": 8,
       "dimensions": {
         "byeolyi": [],
         "hanja": [],
@@ -47,7 +47,8 @@
           21.3,
           30.8,
           14.1,
-          29.9
+          29.9,
+          77.3
         ],
         "auto_black": [
           0.61,
@@ -60,15 +61,24 @@
           0.03,
           0.41,
           0.17,
-          0.17
+          0.17,
+          0.03
         ]
       },
       "avg_scores": {},
-      "best_combinations": [],
-      "verdict": "파스텔 평균 26.1% (11회) / 검정 평균 0.24%"
+      "best_combinations": [
+        {
+          "round": "R3-clean",
+          "id": "3-5",
+          "variant": "Pony V6 img2img from byeolyi-ref (denoise 0.65)",
+          "pastel_pct": 77.3,
+          "black_pct": 0.03
+        }
+      ],
+      "verdict": "파스텔 평균 30.4% (12회) / 검정 평균 0.23%"
     },
     "flux-dev": {
-      "rounds_used": 27,
+      "rounds_used": 32,
       "dimensions": {
         "byeolyi": [],
         "hanja": [],
@@ -97,7 +107,12 @@
           48.93,
           38.52,
           49.99,
-          44.45
+          44.45,
+          50.47,
+          49.89,
+          56.41,
+          50.36,
+          17.72
         ],
         "auto_black": [
           3.11,
@@ -121,7 +136,12 @@
           0.46,
           0.48,
           0.18,
-          4.3
+          4.3,
+          0.24,
+          0.22,
+          0.2,
+          0.86,
+          3.97
         ]
       },
       "avg_scores": {},
@@ -153,12 +173,40 @@
           "variant": "PuLID 0.85 + Redux 0.5",
           "pastel_pct": 49.99,
           "black_pct": 0.18
+        },
+        {
+          "round": "R3-clean",
+          "id": "3-1",
+          "variant": "PuLID 0.7 + Redux 0.85",
+          "pastel_pct": 50.47,
+          "black_pct": 0.24
+        },
+        {
+          "round": "R3-clean",
+          "id": "3-2",
+          "variant": "PuLID 0.6 + Redux 0.7",
+          "pastel_pct": 49.89,
+          "black_pct": 0.22
+        },
+        {
+          "round": "R4-clean",
+          "id": "4-1",
+          "variant": "PuLID 0.7 + Redux 1.0 (max)",
+          "pastel_pct": 56.41,
+          "black_pct": 0.2
+        },
+        {
+          "round": "R4-clean",
+          "id": "4-2",
+          "variant": "PuLID 0.85 + Redux 0.7 (combine best)",
+          "pastel_pct": 50.36,
+          "black_pct": 0.86
         }
       ],
-      "verdict": "파스텔 평균 29.1% (22회) / 검정 평균 4.23%"
+      "verdict": "파스텔 평균 32.1% (27회) / 검정 평균 3.65%"
     },
     "pulid-flux": {
-      "rounds_used": 24,
+      "rounds_used": 28,
       "dimensions": {
         "byeolyi": [],
         "hanja": [],
@@ -183,7 +231,11 @@
           48.82,
           48.93,
           38.52,
-          49.99
+          49.99,
+          50.47,
+          49.89,
+          56.41,
+          50.36
         ],
         "auto_black": [
           0.73,
@@ -203,7 +255,11 @@
           0.34,
           0.46,
           0.48,
-          0.18
+          0.18,
+          0.24,
+          0.22,
+          0.2,
+          0.86
         ]
       },
       "avg_scores": {},
@@ -244,9 +300,37 @@
           "variant": "PuLID 0.85 + Redux 0.5",
           "pastel_pct": 49.99,
           "black_pct": 0.18
+        },
+        {
+          "round": "R3-clean",
+          "id": "3-1",
+          "variant": "PuLID 0.7 + Redux 0.85",
+          "pastel_pct": 50.47,
+          "black_pct": 0.24
+        },
+        {
+          "round": "R3-clean",
+          "id": "3-2",
+          "variant": "PuLID 0.6 + Redux 0.7",
+          "pastel_pct": 49.89,
+          "black_pct": 0.22
+        },
+        {
+          "round": "R4-clean",
+          "id": "4-1",
+          "variant": "PuLID 0.7 + Redux 1.0 (max)",
+          "pastel_pct": 56.41,
+          "black_pct": 0.2
+        },
+        {
+          "round": "R4-clean",
+          "id": "4-2",
+          "variant": "PuLID 0.85 + Redux 0.7 (combine best)",
+          "pastel_pct": 50.36,
+          "black_pct": 0.86
         }
       ],
-      "verdict": "파스텔 평균 33.6% (18회) / 검정 평균 3.05%"
+      "verdict": "파스텔 평균 36.9% (22회) / 검정 평균 2.56%"
     },
     "qwen-image-2512": {
       "rounds_used": 1,
@@ -285,7 +369,7 @@
       "verdict": "Stage 2 인페인트 6차 실패 — Qwen 계열 GGUF Q4 환경 호환성 결함 확정"
     },
     "flux-redux": {
-      "rounds_used": 7,
+      "rounds_used": 11,
       "dimensions": {
         "byeolyi": [],
         "hanja": [],
@@ -299,7 +383,11 @@
           48.82,
           48.93,
           38.52,
-          49.99
+          49.99,
+          50.47,
+          49.89,
+          56.41,
+          50.36
         ],
         "auto_black": [
           0.27,
@@ -308,7 +396,11 @@
           0.34,
           0.46,
           0.48,
-          0.18
+          0.18,
+          0.24,
+          0.22,
+          0.2,
+          0.86
         ]
       },
       "avg_scores": {},
@@ -340,9 +432,37 @@
           "variant": "PuLID 0.85 + Redux 0.5",
           "pastel_pct": 49.99,
           "black_pct": 0.18
+        },
+        {
+          "round": "R3-clean",
+          "id": "3-1",
+          "variant": "PuLID 0.7 + Redux 0.85",
+          "pastel_pct": 50.47,
+          "black_pct": 0.24
+        },
+        {
+          "round": "R3-clean",
+          "id": "3-2",
+          "variant": "PuLID 0.6 + Redux 0.7",
+          "pastel_pct": 49.89,
+          "black_pct": 0.22
+        },
+        {
+          "round": "R4-clean",
+          "id": "4-1",
+          "variant": "PuLID 0.7 + Redux 1.0 (max)",
+          "pastel_pct": 56.41,
+          "black_pct": 0.2
+        },
+        {
+          "round": "R4-clean",
+          "id": "4-2",
+          "variant": "PuLID 0.85 + Redux 0.7 (combine best)",
+          "pastel_pct": 50.36,
+          "black_pct": 0.86
         }
       ],
-      "verdict": "파스텔 평균 47.4% (7회) / 검정 평균 0.32%"
+      "verdict": "파스텔 평균 49.0% (11회) / 검정 평균 0.34%"
     },
     "flux-dev-refiner": {
       "rounds_used": 1,
@@ -370,10 +490,54 @@
         }
       ],
       "verdict": "파스텔 평균 48.8% (1회) / 검정 평균 0.34%"
+    },
+    "qwen-image-2.0": {
+      "rounds_used": 2,
+      "dimensions": {
+        "byeolyi": [],
+        "hanja": [],
+        "hanok": [],
+        "illustration": [],
+        "korean_traditional": [],
+        "auto_pastel": [
+          0.0,
+          0.0
+        ],
+        "auto_black": [
+          100.0,
+          100.0
+        ]
+      },
+      "avg_scores": {},
+      "best_combinations": [],
+      "verdict": "파스텔 평균 0.0% (2회) / 검정 평균 100.00%"
+    },
+    "lightning-lora-qwen": {
+      "rounds_used": 2,
+      "dimensions": {
+        "byeolyi": [],
+        "hanja": [],
+        "hanok": [],
+        "illustration": [],
+        "korean_traditional": [],
+        "auto_pastel": [
+          0.0,
+          0.0
+        ],
+        "auto_black": [
+          100.0,
+          100.0
+        ]
+      },
+      "avg_scores": {},
+      "best_combinations": [],
+      "verdict": "파스텔 평균 0.0% (2회) / 검정 평균 100.00%"
     }
   },
   "_processed_rounds": [
     "R1-clean",
-    "R2-clean"
+    "R2-clean",
+    "R3-clean",
+    "R4-clean"
   ]
 }
\ No newline at end of file
diff --git a/assets-library/prompts/failed-patterns.json b/assets-library/prompts/failed-patterns.json
index 0b3210c..ff128bd 100644
--- a/assets-library/prompts/failed-patterns.json
+++ b/assets-library/prompts/failed-patterns.json
@@ -90,5 +90,29 @@
       "black_pct": 13.98,
       "note": "auto-classified pastel-low (delayed start_at + concat replacement)"
     }
+  ],
+  "flux-dev-pulid-redux-1024x1792-VAEDecode-OOM-R3": [
+    {
+      "round": "R3-clean",
+      "id": "3-3",
+      "variant": "PuLID 0.7 + Redux 0.7 @ 1024x1792",
+      "error": "CUDA invalid argument at VAEDecode (memory pressure with 768->1024 upscale)"
+    }
+  ],
+  "qwen-fp8-lightning-lora-scheduler-simple-cfg1-black-output-R3": [
+    {
+      "round": "R3-clean",
+      "id": "3-4",
+      "variant": "Qwen fp8 + Lightning LoRA 4-step euler/simple cfg=1.0",
+      "note": "pastel=0% black=100% — Lightning LoRA likely needs lcm scheduler or different cfg; output completely black"
+    }
+  ],
+  "qwen-fp8-lightning-lora-LCM-still-black-output-R4": [
+    {
+      "round": "R4-clean",
+      "id": "4-4",
+      "variant": "Qwen fp8 + Lightning LoRA 4-step lcm/normal cfg=1.0",
+      "note": "pastel=0% black=100% — lcm scheduler 도 해결 X, Lightning LoRA strength_clip=1.0 부적절 의심"
+    }
   ]
 }
\ No newline at end of file
diff --git a/assets-library/prompts/proven-patterns.json b/assets-library/prompts/proven-patterns.json
index 6502d5a..158612f 100644
--- a/assets-library/prompts/proven-patterns.json
+++ b/assets-library/prompts/proven-patterns.json
@@ -112,6 +112,69 @@
         ],
         "round": "R2-clean"
       }
+    ],
+    "R3-clean-3-1": [
+      {
+        "pastel_pct": 50.47,
+        "black_pct": 0.24,
+        "variant": "PuLID 0.7 + Redux 0.85",
+        "models": [
+          "flux-dev",
+          "pulid-flux",
+          "flux-redux"
+        ],
+        "round": "R3-clean"
+      }
+    ],
+    "R3-clean-3-2": [
+      {
+        "pastel_pct": 49.89,
+        "black_pct": 0.22,
+        "variant": "PuLID 0.6 + Redux 0.7",
+        "models": [
+          "flux-dev",
+          "pulid-flux",
+          "flux-redux"
+        ],
+        "round": "R3-clean"
+      }
+    ],
+    "R3-clean-3-5": [
+      {
+        "pastel_pct": 77.3,
+        "black_pct": 0.03,
+        "variant": "Pony V6 img2img from byeolyi-ref (denoise 0.65)",
+        "models": [
+          "pony-v6"
+        ],
+        "round": "R3-clean"
+      }
+    ],
+    "R4-clean-4-1": [
+      {
+        "pastel_pct": 56.41,
+        "black_pct": 0.2,
+        "variant": "PuLID 0.7 + Redux 1.0 (max)",
+        "models": [
+          "flux-dev",
+          "pulid-flux",
+          "flux-redux"
+        ],
+        "round": "R4-clean"
+      }
+    ],
+    "R4-clean-4-2": [
+      {
+        "pastel_pct": 50.36,
+        "black_pct": 0.86,
+        "variant": "PuLID 0.85 + Redux 0.7 (combine best)",
+        "models": [
+          "flux-dev",
+          "pulid-flux",
+          "flux-redux"
+        ],
+        "round": "R4-clean"
+      }
     ]
   }
 }
\ No newline at end of file
diff --git a/assets-library/workflows/_index.json b/assets-library/workflows/_index.json
index d48dde3..a4ac681 100644
--- a/assets-library/workflows/_index.json
+++ b/assets-library/workflows/_index.json
@@ -1,5 +1,5 @@
 {
-  "count": 8,
+  "count": 13,
   "winner": [
     {
       "name": "winner_auto-illustration_auto-R1-clean-1-4-flux-dev.json",
@@ -81,6 +81,104 @@
         "타로 78장",
         "별이 일러스트 시리즈"
       ]
+    },
+    {
+      "name": "winner_auto-illustration_auto-R3-clean-3-1-flux-dev.json",
+      "category": "winner_auto",
+      "best_dimension": "illustration_auto",
+      "auto_metrics": {
+        "pastel_pct": 50.47,
+        "black_pct": 0.24
+      },
+      "models": [
+        "flux-dev",
+        "pulid-flux",
+        "flux-redux"
+      ],
+      "round": "R3-clean",
+      "variant": "PuLID 0.7 + Redux 0.85",
+      "reusable_for": [
+        "타로 78장",
+        "별이 일러스트 시리즈"
+      ]
+    },
+    {
+      "name": "winner_auto-illustration_auto-R3-clean-3-2-flux-dev.json",
+      "category": "winner_auto",
+      "best_dimension": "illustration_auto",
+      "auto_metrics": {
+        "pastel_pct": 49.89,
+        "black_pct": 0.22
+      },
+      "models": [
+        "flux-dev",
+        "pulid-flux",
+        "flux-redux"
+      ],
+      "round": "R3-clean",
+      "variant": "PuLID 0.6 + Redux 0.7",
+      "reusable_for": [
+        "타로 78장",
+        "별이 일러스트 시리즈"
+      ]
+    },
+    {
+      "name": "winner_auto-illustration_auto-R3-clean-3-5-pony-v6.json",
+      "category": "winner_auto",
+      "best_dimension": "illustration_auto",
+      "auto_metrics": {
+        "pastel_pct": 77.3,
+        "black_pct": 0.03
+      },
+      "models": [
+        "pony-v6"
+      ],
+      "round": "R3-clean",
+      "variant": "Pony V6 img2img from byeolyi-ref (denoise 0.65)",
+      "reusable_for": [
+        "타로 78장",
+        "별이 일러스트 시리즈"
+      ]
+    },
+    {
+      "name": "winner_auto-illustration_auto-R4-clean-4-1-flux-dev.json",
+      "category": "winner_auto",
+      "best_dimension": "illustration_auto",
+      "auto_metrics": {
+        "pastel_pct": 56.41,
+        "black_pct": 0.2
+      },
+      "models": [
+        "flux-dev",
+        "pulid-flux",
+        "flux-redux"
+      ],
+      "round": "R4-clean",
+      "variant": "PuLID 0.7 + Redux 1.0 (max)",
+      "reusable_for": [
+        "타로 78장",
+        "별이 일러스트 시리즈"
+      ]
+    },
+    {
+      "name": "winner_auto-illustration_auto-R4-clean-4-2-flux-dev.json",
+      "category": "winner_auto",
+      "best_dimension": "illustration_auto",
+      "auto_metrics": {
+        "pastel_pct": 50.36,
+        "black_pct": 0.86
+      },
+      "models": [
+        "flux-dev",
+        "pulid-flux",
+        "flux-redux"
+      ],
+      "round": "R4-clean",
+      "variant": "PuLID 0.85 + Redux 0.7 (combine best)",
+      "reusable_for": [
+        "타로 78장",
+        "별이 일러스트 시리즈"
+      ]
     }
   ],
   "partial": [
diff --git a/assets-library/workflows/winner_auto-illustration_auto-R3-clean-3-1-flux-dev.json b/assets-library/workflows/winner_auto-illustration_auto-R3-clean-3-1-flux-dev.json
new file mode 100644
index 0000000..d071ea9
--- /dev/null
+++ b/assets-library/workflows/winner_auto-illustration_auto-R3-clean-3-1-flux-dev.json
@@ -0,0 +1,210 @@
+{
+  "1": {
+    "class_type": "UnetLoaderGGUF",
+    "inputs": {
+      "unet_name": "flux1-dev-Q5_K_S.gguf"
+    }
+  },
+  "2": {
+    "class_type": "DualCLIPLoader",
+    "inputs": {
+      "clip_name1": "clip_l.safetensors",
+      "clip_name2": "t5xxl_fp8_e4m3fn.safetensors",
+      "type": "flux"
+    }
+  },
+  "3": {
+    "class_type": "VAELoader",
+    "inputs": {
+      "vae_name": "ae.safetensors"
+    }
+  },
+  "4": {
+    "class_type": "CLIPTextEncode",
+    "inputs": {
+      "text": "A 25-28 year old Korean woman in a modern hanbok with subtle Cute Horror mood, sitting gracefully in a traditional Korean tea house with hanok wooden architecture, warm afternoon light filtering through latticed windows, cool pale skin, gentle expression, photorealistic, high detail",
+      "clip": [
+        "2",
+        0
+      ]
+    }
+  },
+  "5": {
+    "class_type": "CLIPTextEncode",
+    "inputs": {
+      "text": "cartoon, anime, child, teenage, purple hoodie, japanese building, plastic skin",
+      "clip": [
+        "2",
+        0
+      ]
+    }
+  },
+  "6": {
+    "class_type": "EmptyLatentImage",
+    "inputs": {
+      "width": 768,
+      "height": 1344,
+      "batch_size": 1
+    }
+  },
+  "7": {
+    "class_type": "PulidFluxModelLoader",
+    "inputs": {
+      "pulid_file": "pulid_flux_v0.9.1.safetensors"
+    }
+  },
+  "8": {
+    "class_type": "PulidFluxEvaClipLoader",
+    "inputs": {}
+  },
+  "9": {
+    "class_type": "PulidFluxInsightFaceLoader",
+    "inputs": {
+      "provider": "CUDA"
+    }
+  },
+  "10": {
+    "class_type": "LoadImage",
+    "inputs": {
+      "image": "byeolyi-ref-768x1344.png"
+    }
+  },
+  "11": {
+    "class_type": "ApplyPulidFlux",
+    "inputs": {
+      "model": [
+        "1",
+        0
+      ],
+      "pulid_flux": [
+        "7",
+        0
+      ],
+      "eva_clip": [
+        "8",
+        0
+      ],
+      "face_analysis": [
+        "9",
+        0
+      ],
+      "image": [
+        "10",
+        0
+      ],
+      "weight": 0.7,
+      "start_at": 0.0,
+      "end_at": 0.8,
+      "fusion": "mean",
+      "fusion_weight_max": 1.0,
+      "fusion_weight_min": 0.0,
+      "train_step": 1000,
+      "use_gray": true
+    }
+  },
+  "12": {
+    "class_type": "FluxGuidance",
+    "inputs": {
+      "conditioning": [
+        "19",
+        0
+      ],
+      "guidance": 3.5
+    }
+  },
+  "13": {
+    "class_type": "KSampler",
+    "inputs": {
+      "model": [
+        "11",
+        0
+      ],
+      "positive": [
+        "12",
+        0
+      ],
+      "negative": [
+        "5",
+        0
+      ],
+      "latent_image": [
+        "6",
+        0
+      ],
+      "seed": 103001,
+      "steps": 25,
+      "cfg": 1.0,
+      "sampler_name": "euler",
+      "scheduler": "simple",
+      "denoise": 1.0
+    }
+  },
+  "14": {
+    "class_type": "VAEDecode",
+    "inputs": {
+      "samples": [
+        "13",
+        0
+      ],
+      "vae": [
+        "3",
+        0
+      ]
+    }
+  },
+  "15": {
+    "class_type": "SaveImage",
+    "inputs": {
+      "images": [
+        "14",
+        0
+      ],
+      "filename_prefix": "m103_clean_r3_1_pulid07_redux085"
+    }
+  },
+  "16": {
+    "class_type": "StyleModelLoader",
+    "inputs": {
+      "style_model_name": "flux1-redux-dev.safetensors"
+    }
+  },
+  "17": {
+    "class_type": "CLIPVisionLoader",
+    "inputs": {
+      "clip_name": "sigclip_vision_patch14_384.safetensors"
+    }
+  },
+  "18": {
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new file mode 100644
index 0000000..d3f256b
--- /dev/null
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@@ -0,0 +1,210 @@
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diff --git a/assets-library/workflows/winner_auto-illustration_auto-R3-clean-3-5-pony-v6.json b/assets-library/workflows/winner_auto-illustration_auto-R3-clean-3-5-pony-v6.json
new file mode 100644
index 0000000..b0450ea
--- /dev/null
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\ No newline at end of file
diff --git a/assets-library/workflows/winner_auto-illustration_auto-R4-clean-4-1-flux-dev.json b/assets-library/workflows/winner_auto-illustration_auto-R4-clean-4-1-flux-dev.json
new file mode 100644
index 0000000..4256dec
--- /dev/null
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@@ -0,0 +1,210 @@
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\ No newline at end of file
diff --git a/assets-library/workflows/winner_auto-illustration_auto-R4-clean-4-2-flux-dev.json b/assets-library/workflows/winner_auto-illustration_auto-R4-clean-4-2-flux-dev.json
new file mode 100644
index 0000000..0e37a22
--- /dev/null
+++ b/assets-library/workflows/winner_auto-illustration_auto-R4-clean-4-2-flux-dev.json
@@ -0,0 +1,210 @@
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index 0354880..3b98cbc 100644
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-.flag { display: inline-block; padding: 2px 6px; border-radius: 3px; font-size: 10px; font-weight: 600; }
-.flag-ok { background: #1f4220; color: #8fcd8f; }
-.flag-warn { background: #4a2a16; color: #f0a96a; }
+*{box-sizing:border-box}body{font-family:-apple-system,'Apple SD Gothic Neo',sans-serif;background:#0e0e15;color:#eaeaf0;padding:24px}h1{margin:0 0 8px;font-size:22px}.subtitle{color:#9b9bb0;margin-bottom:16px;font-size:13px}.summary{background:#1c1c28;border-left:3px solid #6f7df2;padding:12px 16px;margin-bottom:24px;border-radius:6px;line-height:1.6}.summary b{color:#c8caff}.grid{display:grid;grid-template-columns:repeat(auto-fill,minmax(360px,1fr));gap:16px}.cell{background:#18181f;border:1px solid #2a2a36;border-radius:8px;overflow:hidden}.cell.status-error{border-color:#5a2222;background:#1c1216}.cell.status-success{border-color:#2a4a2a}.cell img{width:100%;display:block;max-height:540px;object-fit:contain;background:#0a0a10}.no-image{width:100%;padding:60px 12px;text-align:center;color:#c47;background:#1c1216;font-weight:bold}.label{padding:10px 12px;font-size:12px}.label-title{font-weight:600;color:#d4d4e0;margin-bottom:4px}.label-meta{color:#8a8aa0;font-family:ui-monospace,monospace;margin:4px 0}.label-auto-eval{color:#b0c4b0;margin:6px 0;line-height:1.45}.label-flags{margin-top:6px;display:flex;flex-wrap:wrap;gap:4px}.flag{display:inline-block;padding:2px 6px;border-radius:3px;font-size:10px;font-weight:600}.flag-ok{background:#1f4220;color:#8fcd8f}.flag-warn{background:#4a2a16;color:#f0a96a}
 </style></head><body>
-<h1>meeting-103 v2.1 clean — R1+R2 그리드</h1>
-<p class="subtitle">전체 10 조합 (10 성공)</p>
+<h1>meeting-103 v2.1 clean — R1~R4 그리드</h1>
+<p class="subtitle">총 20 조합 / 성공 18 · 진행 라운드 4</p>
 <div class="summary">
-  전체 best pastel: <b>R2-2-4</b> PuLID 0.85 + Redux 0.5 = 49.99%<br>
-  R9 legacy best: 44.5% / R1 best: 48.5% (1-4 PuLID+Redux 0.5) / R2 best: 49.99% (2-4 PuLID 0.85+Redux 0.5)<br>
-  ⚠ vision 검수 대기 (별이≥8 / 한자≥4.5 / 한옥≥4.5) — auto 지표는 proxy
+전체 best pastel: <b>R3-3-5</b> Pony V6 img2img from byeolyi-ref (denoise 0.65) = 77.3%<br>
+라운드별 best: R1: 48.50% (1-4) / R2: 49.99% (2-4) / R3: 77.30% (3-5) / R4: 56.41% (4-1)<br>
+R9 legacy 44.5% → R1 48.5% → R2 49.99% → R3 50.47% → <b>R4 56.41% (Redux 1.0 sweet spot)</b><br>
+⚠ vision 검수 대기 (별이≥8 / 한자≥4.5 / 한옥≥4.5) — auto 지표는 proxy
 </div>
 <div class="grid">
     <div class="cell status-success">
       <img src="../results/meeting-103-v2.1-clean/round1/1-1_thumb.png" data-original="../results/meeting-103-v2.1-clean/round1/1-1.png" alt="1-1">
       <div class="label">
         <div class="label-title">R1-1-1: A — PuLID weight 0.85 mean (first try)</div>
-        <div class="label-meta">models=flux-dev, pulid-flux, size=768×1344</div>
-        <div class="label-auto-eval">자동 평가:<br>pastel=25.65% / black=1.95%</div>
+        <div class="label-meta">models=flux-dev, pulid-flux</div>
+        <div class="label-auto-eval">pastel=25.65% / black=1.95%</div>
         <div class="label-flags"><span class="flag flag-ok">clean</span></div>
       </div>
     </div>
@@ -44,8 +26,8 @@ h1 { margin: 0 0 8px; font-size: 22px; }
       <img src="../results/meeting-103-v2.1-clean/round1/1-2_thumb.png" data-original="../results/meeting-103-v2.1-clean/round1/1-2.png" alt="1-2">
       <div class="label">
         <div class="label-title">R1-1-2: A — PuLID weight 0.85 mean delayed_start 0.05 (concat-replacement)</div>
-        <div class="label-meta">models=flux-dev, pulid-flux, size=768×1344</div>
-        <div class="label-auto-eval">자동 평가:<br>pastel=9.99% / black=13.98%</div>
+        <div class="label-meta">models=flux-dev, pulid-flux</div>
+        <div class="label-auto-eval">pastel=9.99% / black=13.98%</div>
         <div class="label-flags"><span class="flag flag-warn">black-suspicious</span><span class="flag flag-warn">pastel-low</span></div>
       </div>
     </div>
@@ -53,8 +35,8 @@ h1 { margin: 0 0 8px; font-size: 22px; }
       <img src="../results/meeting-103-v2.1-clean/round1/1-3_thumb.png" data-original="../results/meeting-103-v2.1-clean/round1/1-3.png" alt="1-3">
       <div class="label">
         <div class="label-title">R1-1-3: A — PuLID weight 1.0 mean</div>
-        <div class="label-meta">models=flux-dev, pulid-flux, size=768×1344</div>
-        <div class="label-auto-eval">자동 평가:<br>pastel=27.51% / black=0.79%</div>
+        <div class="label-meta">models=flux-dev, pulid-flux</div>
+        <div class="label-auto-eval">pastel=27.51% / black=0.79%</div>
         <div class="label-flags"><span class="flag flag-ok">clean</span></div>
       </div>
     </div>
@@ -62,8 +44,8 @@ h1 { margin: 0 0 8px; font-size: 22px; }
       <img src="../results/meeting-103-v2.1-clean/round1/1-4_thumb.png" data-original="../results/meeting-103-v2.1-clean/round1/1-4.png" alt="1-4">
       <div class="label">
         <div class="label-title">R1-1-4: A — PuLID 0.7 + Redux 0.5</div>
-        <div class="label-meta">models=flux-dev, pulid-flux, flux-redux, size=768×1344</div>
-        <div class="label-auto-eval">자동 평가:<br>pastel=48.5% / black=0.27%</div>
+        <div class="label-meta">models=flux-dev, pulid-flux, flux-redux</div>
+        <div class="label-auto-eval">pastel=48.5% / black=0.27%</div>
         <div class="label-flags"><span class="flag flag-ok">clean</span></div>
       </div>
     </div>
@@ -71,8 +53,8 @@ h1 { margin: 0 0 8px; font-size: 22px; }
       <img src="../results/meeting-103-v2.1-clean/round1/1-5_thumb.png" data-original="../results/meeting-103-v2.1-clean/round1/1-5.png" alt="1-5">
       <div class="label">
         <div class="label-title">R1-1-5: B — Hanok baseline Flux Dev 768²</div>
-        <div class="label-meta">models=flux-dev, size=768×1344</div>
-        <div class="label-auto-eval">자동 평가:<br>pastel=12.87% / black=11.67%</div>
+        <div class="label-meta">models=flux-dev</div>
+        <div class="label-auto-eval">pastel=12.87% / black=11.67%</div>
         <div class="label-flags"><span class="flag flag-warn">black-suspicious</span></div>
       </div>
     </div>
@@ -80,8 +62,8 @@ h1 { margin: 0 0 8px; font-size: 22px; }
       <img src="../results/meeting-103-v2.1-clean/round2/2-1_thumb.png" data-original="../results/meeting-103-v2.1-clean/round2/2-1.png" alt="2-1">
       <div class="label">
         <div class="label-title">R2-2-1: A — PuLID 0.7 + Redux 0.5 + Stage 3 Refiner (denoise 0.3)</div>
-        <div class="label-meta">models=flux-dev, pulid-flux, flux-redux, flux-dev-refiner, size=768×1344</div>
-        <div class="label-auto-eval">자동 평가:<br>pastel=48.82% / black=0.34%</div>
+        <div class="label-meta">models=flux-dev, pulid-flux, flux-redux, flux-dev-refiner</div>
+        <div class="label-auto-eval">pastel=48.82% / black=0.34%</div>
         <div class="label-flags"><span class="flag flag-ok">clean</span></div>
       </div>
     </div>
@@ -89,8 +71,8 @@ h1 { margin: 0 0 8px; font-size: 22px; }
       <img src="../results/meeting-103-v2.1-clean/round2/2-2_thumb.png" data-original="../results/meeting-103-v2.1-clean/round2/2-2.png" alt="2-2">
       <div class="label">
         <div class="label-title">R2-2-2: A — PuLID 0.7 + Redux 0.7</div>
-        <div class="label-meta">models=flux-dev, pulid-flux, flux-redux, size=768×1344</div>
-        <div class="label-auto-eval">자동 평가:<br>pastel=48.93% / black=0.46%</div>
+        <div class="label-meta">models=flux-dev, pulid-flux, flux-redux</div>
+        <div class="label-auto-eval">pastel=48.93% / black=0.46%</div>
         <div class="label-flags"><span class="flag flag-ok">clean</span></div>
       </div>
     </div>
@@ -98,8 +80,8 @@ h1 { margin: 0 0 8px; font-size: 22px; }
       <img src="../results/meeting-103-v2.1-clean/round2/2-3_thumb.png" data-original="../results/meeting-103-v2.1-clean/round2/2-3.png" alt="2-3">
       <div class="label">
         <div class="label-title">R2-2-3: A — PuLID 0.7 + Redux 0.3</div>
-        <div class="label-meta">models=flux-dev, pulid-flux, flux-redux, size=768×1344</div>
-        <div class="label-auto-eval">자동 평가:<br>pastel=38.52% / black=0.48%</div>
+        <div class="label-meta">models=flux-dev, pulid-flux, flux-redux</div>
+        <div class="label-auto-eval">pastel=38.52% / black=0.48%</div>
         <div class="label-flags"><span class="flag flag-ok">clean</span></div>
       </div>
     </div>
@@ -107,8 +89,8 @@ h1 { margin: 0 0 8px; font-size: 22px; }
       <img src="../results/meeting-103-v2.1-clean/round2/2-4_thumb.png" data-original="../results/meeting-103-v2.1-clean/round2/2-4.png" alt="2-4">
       <div class="label">
         <div class="label-title">R2-2-4: A — PuLID 0.85 + Redux 0.5</div>
-        <div class="label-meta">models=flux-dev, pulid-flux, flux-redux, size=768×1344</div>
-        <div class="label-auto-eval">자동 평가:<br>pastel=49.99% / black=0.18%</div>
+        <div class="label-meta">models=flux-dev, pulid-flux, flux-redux</div>
+        <div class="label-auto-eval">pastel=49.99% / black=0.18%</div>
         <div class="label-flags"><span class="flag flag-ok">clean</span></div>
       </div>
     </div>
@@ -116,8 +98,98 @@ h1 { margin: 0 0 8px; font-size: 22px; }
       <img src="../results/meeting-103-v2.1-clean/round2/2-5_thumb.png" data-original="../results/meeting-103-v2.1-clean/round2/2-5.png" alt="2-5">
       <div class="label">
         <div class="label-title">R2-2-5: B — Hanok spring variant (cherry blossom)</div>
-        <div class="label-meta">models=flux-dev, size=768×1344</div>
-        <div class="label-auto-eval">자동 평가:<br>pastel=44.45% / black=4.3%</div>
+        <div class="label-meta">models=flux-dev</div>
+        <div class="label-auto-eval">pastel=44.45% / black=4.3%</div>
+        <div class="label-flags"><span class="flag flag-ok">clean</span></div>
+      </div>
+    </div>
+    <div class="cell status-success">
+      <img src="../results/meeting-103-v2.1-clean/round3/3-1_thumb.png" data-original="../results/meeting-103-v2.1-clean/round3/3-1.png" alt="3-1">
+      <div class="label">
+        <div class="label-title">R3-3-1: A — PuLID 0.7 + Redux 0.85</div>
+        <div class="label-meta">models=flux-dev, pulid-flux, flux-redux</div>
+        <div class="label-auto-eval">pastel=50.47% / black=0.24%</div>
+        <div class="label-flags"><span class="flag flag-ok">clean</span></div>
+      </div>
+    </div>
+    <div class="cell status-success">
+      <img src="../results/meeting-103-v2.1-clean/round3/3-2_thumb.png" data-original="../results/meeting-103-v2.1-clean/round3/3-2.png" alt="3-2">
+      <div class="label">
+        <div class="label-title">R3-3-2: A — PuLID 0.6 + Redux 0.7</div>
+        <div class="label-meta">models=flux-dev, pulid-flux, flux-redux</div>
+        <div class="label-auto-eval">pastel=49.89% / black=0.22%</div>
+        <div class="label-flags"><span class="flag flag-ok">clean</span></div>
+      </div>
+    </div>
+    <div class="cell status-error">
+      <div class="no-image">ERROR — no image</div>
+      <div class="label">
+        <div class="label-title">R3-3-3: A — PuLID 0.7 + Redux 0.7 @ 1024x1792</div>
+        <div class="label-meta">models=flux-dev, pulid-flux, flux-redux</div>
+        <div class="label-auto-eval">error: VAEDecode</div>
+        <div class="label-flags"><span class="flag flag-warn">status-error</span></div>
+      </div>
+    </div>
+    <div class="cell status-success">
+      <img src="../results/meeting-103-v2.1-clean/round3/3-4_thumb.png" data-original="../results/meeting-103-v2.1-clean/round3/3-4.png" alt="3-4">
+      <div class="label">
+        <div class="label-title">R3-3-4: C — 60갑자 Qwen-Image fp8 + Lightning LoRA 4-step</div>
+        <div class="label-meta">models=qwen-image-2.0, lightning-lora-qwen</div>
+        <div class="label-auto-eval">pastel=0.0% / black=100.0%</div>
+        <div class="label-flags"><span class="flag flag-warn">black-suspicious</span><span class="flag flag-warn">pastel-low</span></div>
+      </div>
+    </div>
+    <div class="cell status-success">
+      <img src="../results/meeting-103-v2.1-clean/round3/3-5_thumb.png" data-original="../results/meeting-103-v2.1-clean/round3/3-5.png" alt="3-5">
+      <div class="label">
+        <div class="label-title">R3-3-5: A — Pony V6 img2img from byeolyi-ref (denoise 0.65)</div>
+        <div class="label-meta">models=pony-v6</div>
+        <div class="label-auto-eval">pastel=77.3% / black=0.03%</div>
+        <div class="label-flags"><span class="flag flag-ok">clean</span></div>
+      </div>
+    </div>
+    <div class="cell status-success">
+      <img src="../results/meeting-103-v2.1-clean/round4/4-1_thumb.png" data-original="../results/meeting-103-v2.1-clean/round4/4-1.png" alt="4-1">
+      <div class="label">
+        <div class="label-title">R4-4-1: A — PuLID 0.7 + Redux 1.0 (max)</div>
+        <div class="label-meta">models=flux-dev, pulid-flux, flux-redux</div>
+        <div class="label-auto-eval">pastel=56.41% / black=0.2%</div>
+        <div class="label-flags"><span class="flag flag-ok">clean</span></div>
+      </div>
+    </div>
+    <div class="cell status-success">
+      <img src="../results/meeting-103-v2.1-clean/round4/4-2_thumb.png" data-original="../results/meeting-103-v2.1-clean/round4/4-2.png" alt="4-2">
+      <div class="label">
+        <div class="label-title">R4-4-2: A — PuLID 0.85 + Redux 0.7 (combine best)</div>
+        <div class="label-meta">models=flux-dev, pulid-flux, flux-redux</div>
+        <div class="label-auto-eval">pastel=50.36% / black=0.86%</div>
+        <div class="label-flags"><span class="flag flag-ok">clean</span></div>
+      </div>
+    </div>
+    <div class="cell status-error">
+      <div class="no-image">ERROR — no image</div>
+      <div class="label">
+        <div class="label-title">R4-4-3: A — PuLID 0.7 + Redux 0.85 + Stage 3 Refiner</div>
+        <div class="label-meta">models=flux-dev, pulid-flux, flux-redux, flux-dev-refiner</div>
+        <div class="label-auto-eval">error: ApplyPulidFlux</div>
+        <div class="label-flags"><span class="flag flag-warn">status-error</span></div>
+      </div>
+    </div>
+    <div class="cell status-success">
+      <img src="../results/meeting-103-v2.1-clean/round4/4-4_thumb.png" data-original="../results/meeting-103-v2.1-clean/round4/4-4.png" alt="4-4">
+      <div class="label">
+        <div class="label-title">R4-4-4: C — 60갑자 Qwen-Image fp8 + Lightning LoRA (lcm/normal cfg=1)</div>
+        <div class="label-meta">models=qwen-image-2.0, lightning-lora-qwen</div>
+        <div class="label-auto-eval">pastel=0.0% / black=100.0%</div>
+        <div class="label-flags"><span class="flag flag-warn">black-suspicious</span><span class="flag flag-warn">pastel-low</span></div>
+      </div>
+    </div>
+    <div class="cell status-success">
+      <img src="../results/meeting-103-v2.1-clean/round4/4-5_thumb.png" data-original="../results/meeting-103-v2.1-clean/round4/4-5.png" alt="4-5">
+      <div class="label">
+        <div class="label-title">R4-4-5: B — Hanok summer (green pines, blue sky)</div>
+        <div class="label-meta">models=flux-dev</div>
+        <div class="label-auto-eval">pastel=17.72% / black=3.97%</div>
         <div class="label-flags"><span class="flag flag-ok">clean</span></div>
       </div>
     </div>
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diff --git a/results/meeting-103-v2.1-clean/round3/meta.json b/results/meeting-103-v2.1-clean/round3/meta.json
new file mode 100644
index 0000000..e450f7f
--- /dev/null
+++ b/results/meeting-103-v2.1-clean/round3/meta.json
@@ -0,0 +1,121 @@
+{
+  "round": 3,
+  "captured_at": "2026-05-19T23:41:28",
+  "track": "meeting-103-v2.1-clean",
+  "note": "R3 — Redux 강도 추가 + Qwen fp8 60갑자 + Pony img2img 대안 ID",
+  "combos": [
+    {
+      "id": "3-1",
+      "prompt_id": "a54df520-98f2-4077-8675-5ad83d0d4c75",
+      "status": "success",
+      "prompt_set": "A",
+      "variant": "PuLID 0.7 + Redux 0.85",
+      "models_used": [
+        "flux-dev",
+        "pulid-flux",
+        "flux-redux"
+      ],
+      "size_bytes": 1046245,
+      "thumb_size_kb": 362,
+      "width": 768,
+      "height": 1344,
+      "aspect": 0.5714,
+      "black_pct": 0.24,
+      "pastel_pct": 50.47,
+      "filename_local": "3-1.png",
+      "thumb_local": "3-1_thumb.png",
+      "flags": []
+    },
+    {
+      "id": "3-2",
+      "prompt_id": "6a2e6437-0ea4-4444-bc7b-4ec7a313b166",
+      "status": "success",
+      "prompt_set": "A",
+      "variant": "PuLID 0.6 + Redux 0.7",
+      "models_used": [
+        "flux-dev",
+        "pulid-flux",
+        "flux-redux"
+      ],
+      "size_bytes": 1051548,
+      "thumb_size_kb": 367,
+      "width": 768,
+      "height": 1344,
+      "aspect": 0.5714,
+      "black_pct": 0.22,
+      "pastel_pct": 49.89,
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+      "thumb_local": "3-4_thumb.png",
+      "flags": [
+        "black-suspicious",
+        "pastel-low"
+      ]
+    },
+    {
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+      "prompt_id": "a2298a3a-11f1-42c4-898f-9afd1fc483e2",
+      "status": "success",
+      "prompt_set": "A",
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+    "best_variant": "Pony V6 img2img from byeolyi-ref (denoise 0.65)",
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+  }
+}
\ No newline at end of file
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diff --git a/results/meeting-103-v2.1-clean/round4/meta.json b/results/meeting-103-v2.1-clean/round4/meta.json
new file mode 100644
index 0000000..a3655a1
--- /dev/null
+++ b/results/meeting-103-v2.1-clean/round4/meta.json
@@ -0,0 +1,122 @@
+{
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+  "captured_at": "2026-05-19T23:48:35",
+  "track": "meeting-103-v2.1-clean",
+  "note": "R4 — PuLID/Redux max sweep + Qwen fp8 lcm retry + hanok summer",
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+      "prompt_id": "5c7d4a68-536e-4bdd-ab12-ed404a9bdbf0",
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+      "filename_local": "4-1.png",
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+      "flags": []
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+      "prompt_id": "cae67671-1ae7-4bdf-bc61-e26eef36bb92",
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+      "prompt_id": "9803b642-31ec-4e37-8259-85b3aa20863f",
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+      "variant": "PuLID 0.7 + Redux 0.85 + Stage 3 Refiner",
+      "models_used": [
+        "flux-dev",
+        "pulid-flux",
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+      "flags": [
+        "status-error"
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+      "prompt_id": "9cc8e282-40f7-4b6d-b8c9-7c1556462ca4",
+      "status": "success",
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+    "best_variant": "PuLID 0.7 + Redux 1.0 (max)",
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+  }
+}
\ No newline at end of file