diff --git a/results/byeolyi-series-v3/01_today_fortune.png b/results/byeolyi-series-v3/01_today_fortune.png
new file mode 100644
index 0000000..77e2b4f
Binary files /dev/null and b/results/byeolyi-series-v3/01_today_fortune.png differ
diff --git a/results/byeolyi-series-v3/02_hope.png b/results/byeolyi-series-v3/02_hope.png
new file mode 100644
index 0000000..2ef180b
Binary files /dev/null and b/results/byeolyi-series-v3/02_hope.png differ
diff --git a/results/byeolyi-series-v3/03_lucky_start.png b/results/byeolyi-series-v3/03_lucky_start.png
new file mode 100644
index 0000000..7c33e45
Binary files /dev/null and b/results/byeolyi-series-v3/03_lucky_start.png differ
diff --git a/results/byeolyi-series-v3/04_destiny_flow.png b/results/byeolyi-series-v3/04_destiny_flow.png
new file mode 100644
index 0000000..050828e
Binary files /dev/null and b/results/byeolyi-series-v3/04_destiny_flow.png differ
diff --git a/results/byeolyi-series-v3/05_new_relationship.png b/results/byeolyi-series-v3/05_new_relationship.png
new file mode 100644
index 0000000..c49887a
Binary files /dev/null and b/results/byeolyi-series-v3/05_new_relationship.png differ
diff --git a/results/byeolyi-series-v3/06_wish.png b/results/byeolyi-series-v3/06_wish.png
new file mode 100644
index 0000000..ea4442a
Binary files /dev/null and b/results/byeolyi-series-v3/06_wish.png differ
diff --git a/results/byeolyi-series-v3/07_unexpected_luck.png b/results/byeolyi-series-v3/07_unexpected_luck.png
new file mode 100644
index 0000000..f69f80e
Binary files /dev/null and b/results/byeolyi-series-v3/07_unexpected_luck.png differ
diff --git a/results/byeolyi-series-v3/08_happiness.png b/results/byeolyi-series-v3/08_happiness.png
new file mode 100644
index 0000000..506a728
Binary files /dev/null and b/results/byeolyi-series-v3/08_happiness.png differ
diff --git a/results/byeolyi-series-v3/09_inner_peace.png b/results/byeolyi-series-v3/09_inner_peace.png
new file mode 100644
index 0000000..81a2890
Binary files /dev/null and b/results/byeolyi-series-v3/09_inner_peace.png differ
diff --git a/results/byeolyi-series-v3/10_bright_tomorrow.png b/results/byeolyi-series-v3/10_bright_tomorrow.png
new file mode 100644
index 0000000..e30f04d
Binary files /dev/null and b/results/byeolyi-series-v3/10_bright_tomorrow.png differ
diff --git a/results/byeolyi-series-v3/index.html b/results/byeolyi-series-v3/index.html
new file mode 100644
index 0000000..4f135e4
--- /dev/null
+++ b/results/byeolyi-series-v3/index.html
@@ -0,0 +1,24 @@
+
+별이 v3 — Flux Kontext (캐릭터 유지 + 장면 변화)
+
+별이 v3 — Flux Kontext (캐릭터 유지 + 장면 완전 변화) 🎯
+올바른 Kontext 패턴: ReferenceLatent→conditioning + EmptyLatentImage + denoise 1.0 / 폰트 NanumMyeongjoBold
+
+v2 문제 해결: v2는 latent_image에 reference latent + denoise 0.35 → 거의 동일 이미지
+v3 패턴: ReferenceLatent를 conditioning에만 inject + EmptyLatentImage from scratch + denoise 1.0
+결과: 캐릭터 정체성 유지 + 장면/포즈/배경 완전 변화 (Kontext native 용도)
+폰트: NanumMyeongjoBold (한국 전통 명조체, 운세 카드 감성) + NotoSerifCJK-Bold (한자)
+
+
+

01. 오늘의 운세
seed 30260520 · denoise 1.0
+

02. 희망 (希望)
seed 30260533 · denoise 1.0
+

03. 행운의 시작
seed 30260546 · denoise 1.0
+

04. 운명의 흐름
seed 30260559 · denoise 1.0
+

05. 새로운 인연
seed 30260572 · denoise 1.0
+

06. 소원 (願)
seed 30260585 · denoise 1.0
+

07. 예상치 못한 행운
seed 30260598 · denoise 1.0
+

08. 행복 (幸福)
seed 30260611 · denoise 1.0
+

09. 마음의 안정
seed 30260624 · denoise 1.0
+

10. 당신의 내일은
+빛납니다
seed 30260637 · denoise 1.0
+
diff --git a/results/byeolyi-series-v3/raw_01.png b/results/byeolyi-series-v3/raw_01.png
new file mode 100644
index 0000000..e3a9a9d
Binary files /dev/null and b/results/byeolyi-series-v3/raw_01.png differ
diff --git a/results/byeolyi-series-v3/raw_02.png b/results/byeolyi-series-v3/raw_02.png
new file mode 100644
index 0000000..745d96a
Binary files /dev/null and b/results/byeolyi-series-v3/raw_02.png differ
diff --git a/results/byeolyi-series-v3/raw_03.png b/results/byeolyi-series-v3/raw_03.png
new file mode 100644
index 0000000..41324cc
Binary files /dev/null and b/results/byeolyi-series-v3/raw_03.png differ
diff --git a/results/byeolyi-series-v3/raw_04.png b/results/byeolyi-series-v3/raw_04.png
new file mode 100644
index 0000000..0201136
Binary files /dev/null and b/results/byeolyi-series-v3/raw_04.png differ
diff --git a/results/byeolyi-series-v3/raw_05.png b/results/byeolyi-series-v3/raw_05.png
new file mode 100644
index 0000000..702e0ff
Binary files /dev/null and b/results/byeolyi-series-v3/raw_05.png differ
diff --git a/results/byeolyi-series-v3/raw_06.png b/results/byeolyi-series-v3/raw_06.png
new file mode 100644
index 0000000..52fd6d1
Binary files /dev/null and b/results/byeolyi-series-v3/raw_06.png differ
diff --git a/results/byeolyi-series-v3/raw_07.png b/results/byeolyi-series-v3/raw_07.png
new file mode 100644
index 0000000..0fa8978
Binary files /dev/null and b/results/byeolyi-series-v3/raw_07.png differ
diff --git a/results/byeolyi-series-v3/raw_08.png b/results/byeolyi-series-v3/raw_08.png
new file mode 100644
index 0000000..20d216b
Binary files /dev/null and b/results/byeolyi-series-v3/raw_08.png differ
diff --git a/results/byeolyi-series-v3/raw_09.png b/results/byeolyi-series-v3/raw_09.png
new file mode 100644
index 0000000..1bff241
Binary files /dev/null and b/results/byeolyi-series-v3/raw_09.png differ
diff --git a/results/byeolyi-series-v3/raw_10.png b/results/byeolyi-series-v3/raw_10.png
new file mode 100644
index 0000000..4920c00
Binary files /dev/null and b/results/byeolyi-series-v3/raw_10.png differ
diff --git a/results/byeolyi-series-v3/review_manifest.json b/results/byeolyi-series-v3/review_manifest.json
new file mode 100644
index 0000000..ad50d8c
--- /dev/null
+++ b/results/byeolyi-series-v3/review_manifest.json
@@ -0,0 +1,142 @@
+[
+ {
+ "index": 1,
+ "filename": "01_today_fortune.png",
+ "prompt": "soft profile shot, finger lightly touching cheek, gentle warm smile, sparkling star bokeh floating around, lavender pink dreamy starry background, dreamy soft lighting",
+ "seed": 30260520,
+ "denoise": 1.0,
+ "model": "flux1-kontext-dev-Q4_K_S.gguf",
+ "reference_image": "byeolyi-default.png",
+ "workflow_pattern": "ReferenceLatent→conditioning + EmptyLatentImage + denoise 1.0",
+ "font_kr": "NanumMyeongjoBold",
+ "font_cn": "NotoSerifCJK-Bold",
+ "text": "오늘의 운세",
+ "consistency_check": "needs human review"
+ },
+ {
+ "index": 2,
+ "filename": "02_hope.png",
+ "prompt": "standing by a tall window at night, hand gently on glass, looking out at dreamy deep purple blue starry night sky, melancholic gentle expression, indoor soft moonlight on face",
+ "seed": 30260533,
+ "denoise": 1.0,
+ "model": "flux1-kontext-dev-Q4_K_S.gguf",
+ "reference_image": "byeolyi-default.png",
+ "workflow_pattern": "ReferenceLatent→conditioning + EmptyLatentImage + denoise 1.0",
+ "font_kr": "NanumMyeongjoBold",
+ "font_cn": "NotoSerifCJK-Bold",
+ "text": "희망 / 希望",
+ "consistency_check": "needs human review"
+ },
+ {
+ "index": 3,
+ "filename": "03_lucky_start.png",
+ "prompt": "holding warm porcelain teacup in both hands, looking down at gentle steam rising, soft smile, cozy warm pastel indoor cafe light, blurred wooden interior background",
+ "seed": 30260546,
+ "denoise": 1.0,
+ "model": "flux1-kontext-dev-Q4_K_S.gguf",
+ "reference_image": "byeolyi-default.png",
+ "workflow_pattern": "ReferenceLatent→conditioning + EmptyLatentImage + denoise 1.0",
+ "font_kr": "NanumMyeongjoBold",
+ "font_cn": "NotoSerifCJK-Bold",
+ "text": "행운의 시작",
+ "consistency_check": "needs human review"
+ },
+ {
+ "index": 4,
+ "filename": "04_destiny_flow.png",
+ "prompt": "holding fanned tarot cards in one hand, looking down at the cards with mysterious expression, mystical floating stardust and lavender smoke around, dim purple atmosphere",
+ "seed": 30260559,
+ "denoise": 1.0,
+ "model": "flux1-kontext-dev-Q4_K_S.gguf",
+ "reference_image": "byeolyi-default.png",
+ "workflow_pattern": "ReferenceLatent→conditioning + EmptyLatentImage + denoise 1.0",
+ "font_kr": "NanumMyeongjoBold",
+ "font_cn": "NotoSerifCJK-Bold",
+ "text": "운명의 흐름",
+ "consistency_check": "needs human review"
+ },
+ {
+ "index": 5,
+ "filename": "05_new_relationship.png",
+ "prompt": "standing among falling cherry blossom petals, eyes gently closed, soft spring breeze in hair, pink and white cherry blossom trees behind, soft pastel pink dreamy spring scene",
+ "seed": 30260572,
+ "denoise": 1.0,
+ "model": "flux1-kontext-dev-Q4_K_S.gguf",
+ "reference_image": "byeolyi-default.png",
+ "workflow_pattern": "ReferenceLatent→conditioning + EmptyLatentImage + denoise 1.0",
+ "font_kr": "NanumMyeongjoBold",
+ "font_cn": "NotoSerifCJK-Bold",
+ "text": "새로운 인연",
+ "consistency_check": "needs human review"
+ },
+ {
+ "index": 6,
+ "filename": "06_wish.png",
+ "prompt": "eyes closed peacefully, hands clasped at chest praying, surrounded by glowing golden stars and floating soft light particles, sacred dark deep purple starlight night sky",
+ "seed": 30260585,
+ "denoise": 1.0,
+ "model": "flux1-kontext-dev-Q4_K_S.gguf",
+ "reference_image": "byeolyi-default.png",
+ "workflow_pattern": "ReferenceLatent→conditioning + EmptyLatentImage + denoise 1.0",
+ "font_kr": "NanumMyeongjoBold",
+ "font_cn": "NotoSerifCJK-Bold",
+ "text": "소원 / 願",
+ "consistency_check": "needs human review"
+ },
+ {
+ "index": 7,
+ "filename": "07_unexpected_luck.png",
+ "prompt": "slightly surprised joyful expression with widened eyes and small open smile, sparkles and confetti bursting around like fireworks, bright pastel pink yellow lavender light bursts",
+ "seed": 30260598,
+ "denoise": 1.0,
+ "model": "flux1-kontext-dev-Q4_K_S.gguf",
+ "reference_image": "byeolyi-default.png",
+ "workflow_pattern": "ReferenceLatent→conditioning + EmptyLatentImage + denoise 1.0",
+ "font_kr": "NanumMyeongjoBold",
+ "font_cn": "NotoSerifCJK-Bold",
+ "text": "예상치 못한 행운",
+ "consistency_check": "needs human review"
+ },
+ {
+ "index": 8,
+ "filename": "08_happiness.png",
+ "prompt": "looking back over shoulder with warm small smile, golden orange sunset light bathing her face, warm dusk pastel sky behind, soft wind in ponytail",
+ "seed": 30260611,
+ "denoise": 1.0,
+ "model": "flux1-kontext-dev-Q4_K_S.gguf",
+ "reference_image": "byeolyi-default.png",
+ "workflow_pattern": "ReferenceLatent→conditioning + EmptyLatentImage + denoise 1.0",
+ "font_kr": "NanumMyeongjoBold",
+ "font_cn": "NotoSerifCJK-Bold",
+ "text": "행복 / 幸福",
+ "consistency_check": "needs human review"
+ },
+ {
+ "index": 9,
+ "filename": "09_inner_peace.png",
+ "prompt": "sitting quietly on grass or floor with eyes peacefully lowered, soft moonlight falling on her, serene deep cool blue purple night atmosphere, calm meditation pose",
+ "seed": 30260624,
+ "denoise": 1.0,
+ "model": "flux1-kontext-dev-Q4_K_S.gguf",
+ "reference_image": "byeolyi-default.png",
+ "workflow_pattern": "ReferenceLatent→conditioning + EmptyLatentImage + denoise 1.0",
+ "font_kr": "NanumMyeongjoBold",
+ "font_cn": "NotoSerifCJK-Bold",
+ "text": "마음의 안정",
+ "consistency_check": "needs human review"
+ },
+ {
+ "index": 10,
+ "filename": "10_bright_tomorrow.png",
+ "prompt": "facing forward with bright radiant gentle smile, arms slightly open welcoming, soft light rays glowing outward from her, hopeful dawn sunrise pastel pink and gold sky",
+ "seed": 30260637,
+ "denoise": 1.0,
+ "model": "flux1-kontext-dev-Q4_K_S.gguf",
+ "reference_image": "byeolyi-default.png",
+ "workflow_pattern": "ReferenceLatent→conditioning + EmptyLatentImage + denoise 1.0",
+ "font_kr": "NanumMyeongjoBold",
+ "font_cn": "NotoSerifCJK-Bold",
+ "text": "당신의 내일은 빛납니다",
+ "consistency_check": "needs human review"
+ }
+]
\ No newline at end of file