# v0.9 Closed-Loop Runtime Report — User Query 02

## Query

把極簡黑白墨線、厚重生物機械、柔和童話色彩與大型現代建築放進同一套穩定畫風；畫面是一座長滿有機機械植物的兒童圖書館，既親切又有輕微不安感。不要變成拼貼感，不要每種風格各畫一塊，而要形成真正統一的新視覺語法。

## Final Outcome

- Final action: **ACCEPT**
- Iterations: **2**
- Selected style kernel: **新川洋司 Yoji Shinkawa × Pascal Campion**
- Model profile: **mdl://flux-industrial-concept**
- Final named style weight: **0.22**
- Final diversity level: **1.35**

## Important Observation

This query was intended as a **Rebind stress test**, but the runtime did **not** trigger `REBIND`.
Instead, it converged through `RESAMPLE -> ACCEPT`.

This means the controller judged that the requested cross-domain fusion was still reachable under the current kernel / model-binding pair, and that the main remaining failure mode was **homogenization / diversity**, not a deep binding mismatch.

## Search Result Snapshot

Top artist neighbors:
- toi8
- 貞本義行 Yoshiyuki Sadamoto
- 吉田明彥 Akihiko Yoshida
- 村田蓮爾 Range Murata
- 幾米 Jimmy Liao

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:
  - $P$ = 72.38
  - $Q$ = 60.0
  - $A$ = 70.0
  - $S$ = 80.0
  - $D$ = 58.0
  - $H$ = 58.0
  - $C$ = 70.0
  - $R$ = 77.0
- Patch: `{"diversity_delta": 0.35, "named_style_weight_delta": -0.08}`

### Iteration 2
- Action: **ACCEPT**
- Reason codes: all_required_thresholds_pass
- Metrics:
  - $P$ = 74.38
  - $Q$ = 60.0
  - $A$ = 70.0
  - $S$ = 81.5
  - $D$ = 62.2
  - $H$ = 66.05
  - $C$ = 70.0
  - $R$ = 78.5
- Patch: `{}`

## Interpretation

Why no REBIND?

Because the controller saw:

- relatively strong style / reference coherence already in round 1
- $S=80.0$ and $R=77.0$ were not catastrophically low
- the main deficits were $D$ and $H$

So the runtime diagnosed this as:

$$
	ext{reachable but still too samey / insufficiently diverse}
$$

rather than:

$$
	ext{binding mismatch or unreachable style domain}
$$

## Final Positive Prompt (ZH)

依據查詢「把極簡黑白墨線、厚重生物機械、柔和童話色彩與大型現代建築放進同一套穩定畫風；畫面是一座長滿有機機械植物的兒童圖書館，既親切又有輕微不安感。不要變成拼貼感，不要每種風格各畫一塊，而要形成真正統一的新視覺語法。」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。

## Backend Export Summary

### ComfyUI patch plan
- model: mdl://flux-industrial-concept
- named_style_weight: 0.22
- diversity_level: 1.35

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