# v0.9 Closed-Loop Runtime Report — User Query 01

## Query

低飽和、透明空氣感、偏日式角色插畫，雨後城市黃昏，一名女性劍士站在電車軌道旁，人物不要典型 AI 網紅臉，五官與輪廓要有個體辨識度，服裝簡潔但有自己的設計語法，電影感逆光，背景有景深與濕潤反射。

## Final Outcome

- Final action: **ACCEPT**
- Iterations: **3**
- Selected style kernel: **新川洋司 Yoji Shinkawa × Pascal Campion**
- Model profile: **mdl://general-sdxl-hybrid**
- Final named style weight: **0.14**
- Final diversity level: **1.7**

## Search Result Snapshot

Top artist neighbors:
- loundraw
- toi8
- 吉田明彥 Akihiko Yoshida

Selected hybrid recipe:
- 新川洋司 Yoji Shinkawa × Pascal Campion
- Recipe id: `mix://style-combiner/003`

## Iteration Trace

### Iteration 1
- Action: **RESAMPLE**
- Reason codes: homogenization_or_diversity_failure
- Metrics:
  - $P$ = 72.3
  - $Q$ = 66.0
  - $A$ = 70.0
  - $S$ = 70.0
  - $D$ = 53.0
  - $H$ = 50.0
  - $C$ = 70.0
  - $R$ = 70.0
- Patch: `{"diversity_delta": 0.35, "named_style_weight_delta": -0.08}`

### Iteration 2
- Action: **RESAMPLE**
- Reason codes: homogenization_or_diversity_failure
- Metrics:
  - $P$ = 74.3
  - $Q$ = 66.0
  - $A$ = 70.0
  - $S$ = 71.5
  - $D$ = 57.2
  - $H$ = 58.05
  - $C$ = 70.0
  - $R$ = 71.5
- Patch: `{"diversity_delta": 0.35, "named_style_weight_delta": -0.08}`

### Iteration 3
- Action: **ACCEPT**
- Reason codes: all_required_thresholds_pass
- Metrics:
  - $P$ = 76.3
  - $Q$ = 66.0
  - $A$ = 70.0
  - $S$ = 73.0
  - $D$ = 61.4
  - $H$ = 66.1
  - $C$ = 70.0
  - $R$ = 73.0
- Patch: `{}`

## Final Positive Prompt (ZH)

依據查詢「低飽和、透明空氣感、偏日式角色插畫，雨後城市黃昏，一名女性劍士站在電車軌道旁，人物不要典型 AI 網紅臉，五官與輪廓要有個體辨識度，服裝簡潔但有自己的設計語法，電影感逆光，背景有景深與濕潤反射。」生成原創插畫。以風格核心「新川洋司 Yoji Shinkawa × Pascal Campion」作為特徵空間參考，而非直接複製。畫面傾向：平衡線塗、中度體積、中等飽和、中密度、混合有機工業、中間亮度、半寫實、電影感動態。核心特徵：墨刷、乾筆、黑白高反差、軍事機械、鬆散輪廓、潑墨、動態剪影、暖光日常、家庭、城市。請保持視覺語法、材質邏輯、構圖節奏與清楚辨識度。

## Final Negative Rules

- avoid generic AI beauty face
- avoid repetitive front-facing bust composition
- avoid over-smoothed commercial skin
- avoid meaningless decorative noise

## Backend Export Summary

### ComfyUI patch plan
- template required: True
- submit route: /prompt
- progress route: /ws

### Diffusers config
- num inference steps: 30
- guidance scale: 6.0
- adapter policy: decomposed_feature_adapter_first