diff --git a/assets-library/design-tokens/byeolyi-kontext-palette.json b/assets-library/design-tokens/byeolyi-kontext-palette.json
new file mode 100644
index 0000000..949f6e6
--- /dev/null
+++ b/assets-library/design-tokens/byeolyi-kontext-palette.json
@@ -0,0 +1,58 @@
+{
+ "source": "byeolyi-series-v3 raw_01~10.png",
+ "extraction": "KMeans k=5 on combined 128x128 samples",
+ "captured": "2026-05-20",
+ "palette": [
+ {
+ "index": 3,
+ "hex": "#eacfdc",
+ "rgb": [
+ 234,
+ 207,
+ 220
+ ],
+ "ratio": 0.3838
+ },
+ {
+ "index": 2,
+ "hex": "#14143c",
+ "rgb": [
+ 20,
+ 20,
+ 60
+ ],
+ "ratio": 0.2509
+ },
+ {
+ "index": 0,
+ "hex": "#6c4552",
+ "rgb": [
+ 108,
+ 69,
+ 82
+ ],
+ "ratio": 0.1327
+ },
+ {
+ "index": 1,
+ "hex": "#b18cc2",
+ "rgb": [
+ 177,
+ 140,
+ 194
+ ],
+ "ratio": 0.1242
+ },
+ {
+ "index": 4,
+ "hex": "#dba784",
+ "rgb": [
+ 219,
+ 167,
+ 132
+ ],
+ "ratio": 0.1084
+ }
+ ],
+ "usage_hint": "60갑자/타로/12지신 배경 톤·악센트 컬러로 재활용"
+}
\ No newline at end of file
diff --git a/assets-library/prompts/proven-patterns.json b/assets-library/prompts/proven-patterns.json
index 294b224..be4e988 100644
--- a/assets-library/prompts/proven-patterns.json
+++ b/assets-library/prompts/proven-patterns.json
@@ -237,5 +237,34 @@
"FORMULA": "Flux Dev Q5 GGUF (no PuLID) + uni_pc + karras + soft pastel autumn prompt"
}
]
+ },
+ "byeolyi_kontext_v3": {
+ "workflow_pattern": {
+ "pattern": "Flux Kontext Q4 GGUF + ReferenceLatent→conditioning + EmptyLatentImage + denoise 1.0",
+ "reference_image": "byeolyi-default.png",
+ "sampler": "euler",
+ "scheduler": "simple",
+ "cfg": 1.0,
+ "steps": 25,
+ "guidance": 3.5,
+ "validated_on": "byeolyi-series-v3 (10장, 9.5/10 합격)",
+ "date": "2026-05-20",
+ "reusable_for": [
+ "60갑자",
+ "타로",
+ "12지신",
+ "운세카드"
+ ]
+ },
+ "text_overlay_pattern": {
+ "pattern": "PIL post-composite — SDXL/Flux의 한글 깨짐 회피",
+ "font_korean": "/usr/share/fonts/truetype/nanum/NanumMyeongjoBold.ttf",
+ "font_chinese": "/usr/share/fonts/opentype/noto/NotoSerifCJK-Bold.ttc",
+ "color_kr": "(254,250,246,255) 크림화이트",
+ "color_cn": "(230,210,255,170) 반투명 라벤더",
+ "shadow": "(30,15,60,180) 4-direction soft",
+ "validated_on": "byeolyi-series-v3 한글/한자 100%",
+ "date": "2026-05-20"
+ }
}
}
\ No newline at end of file
diff --git a/assets-library/workflows/winner-byeolyi-kontext-v3.json b/assets-library/workflows/winner-byeolyi-kontext-v3.json
new file mode 100644
index 0000000..dd014b0
--- /dev/null
+++ b/assets-library/workflows/winner-byeolyi-kontext-v3.json
@@ -0,0 +1,166 @@
+{
+ "1": {
+ "class_type": "UnetLoaderGGUF",
+ "inputs": {
+ "unet_name": "flux1-kontext-dev-Q4_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"
+ }
+ },
+ "10": {
+ "class_type": "LoadImage",
+ "inputs": {
+ "image": "byeolyi-default.png"
+ }
+ },
+ "11": {
+ "class_type": "FluxKontextImageScale",
+ "inputs": {
+ "image": [
+ "10",
+ 0
+ ]
+ }
+ },
+ "12": {
+ "class_type": "VAEEncode",
+ "inputs": {
+ "pixels": [
+ "11",
+ 0
+ ],
+ "vae": [
+ "3",
+ 0
+ ]
+ }
+ },
+ "20": {
+ "class_type": "CLIPTextEncode",
+ "inputs": {
+ "text": "{POSITIVE_PROMPT}",
+ "clip": [
+ "2",
+ 0
+ ]
+ }
+ },
+ "21": {
+ "class_type": "CLIPTextEncode",
+ "inputs": {
+ "text": "{NEGATIVE_PROMPT}",
+ "clip": [
+ "2",
+ 0
+ ]
+ }
+ },
+ "22": {
+ "class_type": "ReferenceLatent",
+ "inputs": {
+ "conditioning": [
+ "20",
+ 0
+ ],
+ "latent": [
+ "12",
+ 0
+ ]
+ }
+ },
+ "23": {
+ "class_type": "FluxGuidance",
+ "inputs": {
+ "conditioning": [
+ "22",
+ 0
+ ],
+ "guidance": 3.5
+ }
+ },
+ "24": {
+ "class_type": "EmptyLatentImage",
+ "inputs": {
+ "width": 1024,
+ "height": 1024,
+ "batch_size": 1
+ }
+ },
+ "30": {
+ "class_type": "KSampler",
+ "inputs": {
+ "model": [
+ "1",
+ 0
+ ],
+ "positive": [
+ "23",
+ 0
+ ],
+ "negative": [
+ "21",
+ 0
+ ],
+ "latent_image": [
+ "24",
+ 0
+ ],
+ "seed": "{SEED}",
+ "steps": 25,
+ "cfg": 1.0,
+ "sampler_name": "euler",
+ "scheduler": "simple",
+ "denoise": 1.0
+ }
+ },
+ "31": {
+ "class_type": "VAEDecode",
+ "inputs": {
+ "samples": [
+ "30",
+ 0
+ ],
+ "vae": [
+ "3",
+ 0
+ ]
+ }
+ },
+ "32": {
+ "class_type": "SaveImage",
+ "inputs": {
+ "images": [
+ "31",
+ 0
+ ],
+ "filename_prefix": "{FILENAME}"
+ }
+ },
+ "_meta": {
+ "version": "v3",
+ "pattern": "ReferenceLatent→conditioning + EmptyLatentImage + denoise 1.0",
+ "reference": "byeolyi-default.png",
+ "reusable_for": [
+ "60갑자",
+ "타로 78장",
+ "12지신",
+ "운세 카드",
+ "별이 일러스트 시리즈",
+ "인스타 9:16 카드"
+ ],
+ "validated": "byeolyi-series-v3 10장 9.5/10",
+ "captured": "2026-05-20"
+ }
+}
\ No newline at end of file
diff --git a/eval/meeting-109-60gapja-grid.html b/eval/meeting-109-60gapja-grid.html
new file mode 100644
index 0000000..bfe32af
--- /dev/null
+++ b/eval/meeting-109-60gapja-grid.html
@@ -0,0 +1,374 @@
+
+meeting-109 — 60갑자 60장
+
+meeting-109 — 60갑자 60장 (Flux Kontext v3) 🎴
+10천간 × 12지지 = 60조합 · byeolyi-default.png reference + ReferenceLatent + EmptyLatent + denoise 1.0
+
+생성: 60/60 · 워크플로: Flux Kontext Q4 GGUF v3 (winner-byeolyi-kontext-v3.json)
+seed: 30260520 + idx×13 · 폰트: NanumMyeongjoBold(한글) + NotoSerifCJK(한자)
+captured: 2026-05-20T13:40:44 · 9:16 vertical aspect · 768×1344
+다음 검수: 1번 vs 60번 인물 일관성, 한자 정확도, 오행 배경 매칭 (vision review)
+
+
+
+
+
+
甲子 갑자
+
#01 · rat · wood
+
+
+
+
+
乙丑 을축
+
#02 · ox · wood
+
+
+
+
+
丙寅 병인
+
#03 · tiger · fire
+
+
+
+
+
丁卯 정묘
+
#04 · rabbit · fire
+
+
+
+
+
戊辰 무진
+
#05 · dragon · earth
+
+
+
+
+
己巳 기사
+
#06 · snake · earth
+
+
+
+
+
庚午 경오
+
#07 · horse · metal
+
+
+
+
+
辛未 신미
+
#08 · sheep · metal
+
+
+
+
+
壬申 임신
+
#09 · monkey · water
+
+
+
+
+
癸酉 계유
+
#10 · rooster · water
+
+
+
+
+
甲戌 갑술
+
#11 · dog · wood
+
+
+
+
+
乙亥 을해
+
#12 · pig · wood
+
+
+
+
+
丙子 병자
+
#13 · rat · fire
+
+
+
+
+
丁丑 정축
+
#14 · ox · fire
+
+
+
+
+
戊寅 무인
+
#15 · tiger · earth
+
+
+
+
+
己卯 기묘
+
#16 · rabbit · earth
+
+
+
+
+
庚辰 경진
+
#17 · dragon · metal
+
+
+
+
+
辛巳 신사
+
#18 · snake · metal
+
+
+
+
+
壬午 임오
+
#19 · horse · water
+
+
+
+
+
癸未 계미
+
#20 · sheep · water
+
+
+
+
+
甲申 갑신
+
#21 · monkey · wood
+
+
+
+
+
乙酉 을유
+
#22 · rooster · wood
+
+
+
+
+
丙戌 병술
+
#23 · dog · fire
+
+
+
+
+
丁亥 정해
+
#24 · pig · fire
+
+
+
+
+
戊子 무자
+
#25 · rat · earth
+
+
+
+
+
己丑 기축
+
#26 · ox · earth
+
+
+
+
+
庚寅 경인
+
#27 · tiger · metal
+
+
+
+
+
辛卯 신묘
+
#28 · rabbit · metal
+
+
+
+
+
壬辰 임진
+
#29 · dragon · water
+
+
+
+
+
癸巳 계사
+
#30 · snake · water
+
+
+
+
+
甲午 갑오
+
#31 · horse · wood
+
+
+
+
+
乙未 을미
+
#32 · sheep · wood
+
+
+
+
+
丙申 병신
+
#33 · monkey · fire
+
+
+
+
+
丁酉 정유
+
#34 · rooster · fire
+
+
+
+
+
戊戌 무술
+
#35 · dog · earth
+
+
+
+
+
己亥 기해
+
#36 · pig · earth
+
+
+
+
+
庚子 경자
+
#37 · rat · metal
+
+
+
+
+
辛丑 신축
+
#38 · ox · metal
+
+
+
+
+
壬寅 임인
+
#39 · tiger · water
+
+
+
+
+
癸卯 계묘
+
#40 · rabbit · water
+
+
+
+
+
甲辰 갑진
+
#41 · dragon · wood
+
+
+
+
+
乙巳 을사
+
#42 · snake · wood
+
+
+
+
+
丙午 병오
+
#43 · horse · fire
+
+
+
+
+
丁未 정미
+
#44 · sheep · fire
+
+
+
+
+
戊申 무신
+
#45 · monkey · earth
+
+
+
+
+
己酉 기유
+
#46 · rooster · earth
+
+
+
+
+
庚戌 경술
+
#47 · dog · metal
+
+
+
+
+
辛亥 신해
+
#48 · pig · metal
+
+
+
+
+
壬子 임자
+
#49 · rat · water
+
+
+
+
+
癸丑 계축
+
#50 · ox · water
+
+
+
+
+
甲寅 갑인
+
#51 · tiger · wood
+
+
+
+
+
乙卯 을묘
+
#52 · rabbit · wood
+
+
+
+
+
丙辰 병진
+
#53 · dragon · fire
+
+
+
+
+
丁巳 정사
+
#54 · snake · fire
+
+
+
+
+
戊午 무오
+
#55 · horse · earth
+
+
+
+
+
己未 기미
+
#56 · sheep · earth
+
+
+
+
+
庚申 경신
+
#57 · monkey · metal
+
+
+
+
+
辛酉 신유
+
#58 · rooster · metal
+
+
+
+
+
壬戌 임술
+
#59 · dog · water
+
+
+
+
+
癸亥 계해
+
#60 · pig · water
+
+
+
meeting-109 — 60갑자 60장 (Flux Kontext v3) 🎴
+10천간 × 12지지 = 60조합 · byeolyi-default.png reference + ReferenceLatent + EmptyLatent + denoise 1.0
+
+생성: 60/60 · 워크플로: Flux Kontext Q4 GGUF v3 (winner-byeolyi-kontext-v3.json)
+seed: 30260520 + idx×13 · 폰트: NanumMyeongjoBold(한글) + NotoSerifCJK(한자)
+captured: 2026-05-20T13:40:44 · 9:16 vertical aspect · 768×1344
+다음 검수: 1번 vs 60번 인물 일관성, 한자 정확도, 오행 배경 매칭 (vision review)
+
+
+
+
+
+
甲子 갑자
+
#01 · rat · wood
+
+
+
+
+
乙丑 을축
+
#02 · ox · wood
+
+
+
+
+
丙寅 병인
+
#03 · tiger · fire
+
+
+
+
+
丁卯 정묘
+
#04 · rabbit · fire
+
+
+
+
+
戊辰 무진
+
#05 · dragon · earth
+
+
+
+
+
己巳 기사
+
#06 · snake · earth
+
+
+
+
+
庚午 경오
+
#07 · horse · metal
+
+
+
+
+
辛未 신미
+
#08 · sheep · metal
+
+
+
+
+
壬申 임신
+
#09 · monkey · water
+
+
+
+
+
癸酉 계유
+
#10 · rooster · water
+
+
+
+
+
甲戌 갑술
+
#11 · dog · wood
+
+
+
+
+
乙亥 을해
+
#12 · pig · wood
+
+
+
+
+
丙子 병자
+
#13 · rat · fire
+
+
+
+
+
丁丑 정축
+
#14 · ox · fire
+
+
+
+
+
戊寅 무인
+
#15 · tiger · earth
+
+
+
+
+
己卯 기묘
+
#16 · rabbit · earth
+
+
+
+
+
庚辰 경진
+
#17 · dragon · metal
+
+
+
+
+
辛巳 신사
+
#18 · snake · metal
+
+
+
+
+
壬午 임오
+
#19 · horse · water
+
+
+
+
+
癸未 계미
+
#20 · sheep · water
+
+
+
+
+
甲申 갑신
+
#21 · monkey · wood
+
+
+
+
+
乙酉 을유
+
#22 · rooster · wood
+
+
+
+
+
丙戌 병술
+
#23 · dog · fire
+
+
+
+
+
丁亥 정해
+
#24 · pig · fire
+
+
+
+
+
戊子 무자
+
#25 · rat · earth
+
+
+
+
+
己丑 기축
+
#26 · ox · earth
+
+
+
+
+
庚寅 경인
+
#27 · tiger · metal
+
+
+
+
+
辛卯 신묘
+
#28 · rabbit · metal
+
+
+
+
+
壬辰 임진
+
#29 · dragon · water
+
+
+
+
+
癸巳 계사
+
#30 · snake · water
+
+
+
+
+
甲午 갑오
+
#31 · horse · wood
+
+
+
+
+
乙未 을미
+
#32 · sheep · wood
+
+
+
+
+
丙申 병신
+
#33 · monkey · fire
+
+
+
+
+
丁酉 정유
+
#34 · rooster · fire
+
+
+
+
+
戊戌 무술
+
#35 · dog · earth
+
+
+
+
+
己亥 기해
+
#36 · pig · earth
+
+
+
+
+
庚子 경자
+
#37 · rat · metal
+
+
+
+
+
辛丑 신축
+
#38 · ox · metal
+
+
+
+
+
壬寅 임인
+
#39 · tiger · water
+
+
+
+
+
癸卯 계묘
+
#40 · rabbit · water
+
+
+
+
+
甲辰 갑진
+
#41 · dragon · wood
+
+
+
+
+
乙巳 을사
+
#42 · snake · wood
+
+
+
+
+
丙午 병오
+
#43 · horse · fire
+
+
+
+
+
丁未 정미
+
#44 · sheep · fire
+
+
+
+
+
戊申 무신
+
#45 · monkey · earth
+
+
+
+
+
己酉 기유
+
#46 · rooster · earth
+
+
+
+
+
庚戌 경술
+
#47 · dog · metal
+
+
+
+
+
辛亥 신해
+
#48 · pig · metal
+
+
+
+
+
壬子 임자
+
#49 · rat · water
+
+
+
+
+
癸丑 계축
+
#50 · ox · water
+
+
+
+
+
甲寅 갑인
+
#51 · tiger · wood
+
+
+
+
+
乙卯 을묘
+
#52 · rabbit · wood
+
+
+
+
+
丙辰 병진
+
#53 · dragon · fire
+
+
+
+
+
丁巳 정사
+
#54 · snake · fire
+
+
+
+
+
戊午 무오
+
#55 · horse · earth
+
+
+
+
+
己未 기미
+
#56 · sheep · earth
+
+
+
+
+
庚申 경신
+
#57 · monkey · metal
+
+
+
+
+
辛酉 신유
+
#58 · rooster · metal
+
+
+
+
+
壬戌 임술
+
#59 · dog · water
+
+
+
+
+
癸亥 계해
+
#60 · pig · water
+
+
+