qTjZdZddlZddlZddlZddlZddlmZeejZ ejjde e ddlZddlZddlZddlZddlZddlZddlZej8jdz Zedz Zedz Ze dz ZdZ gd Z!ej8d z Z"d jGgd Z$d jGd dgZ%d jGgdZ&dZ'dZ(dZ)dZ*dZ+dZ,dZ-dZ.dZ/dZ0e1dk(rQejdZ3e3jiddgde3jkZ6e,e-e/e0de6jnyy)us40 — 배경(플레이트)부터 스틸 선정까지 전부 3롤+Gemini VLM (2026-07-13). 사용자 지시(s39 후속): "배경부터 샷 선택까지 전부 다시. 배경과 참조 이미지를 모두 넣고(단일 참조 아님) Gemini 가 VLM 으로 판단하게 하자." - 모든 생성 단계 = nb2 3롤(A/B/C) → Gemini VLM 단독 판정(0-10, 동점= 랭킹) → 선정본이 다음 단계의 참조. - 실외 플레이트 8: master2(한국 생활감 마스터) 참조. - 실내 플레이트 6: s37 FP+뿌리+직전 '선정본' 체이닝. - 스틸 23: 참조 = 배경 플레이트(항상) + prev 선정본(v3 배경 동일성 판정, 배경 전용 샷 제외) + 캐릭터·소품(인물 샷) — 모두 첨부. - s39 계약 유지: bgonly(배경 전용 샷=플레이트만+NO PEOPLE), 캐릭터 traits, PROP_ORIENTATION, 자세 정본, carried, EXPRESSION_REALISM. 사용: backend/.venv/bin/python s40_full_multiref.py --only N)Paths40platesstillszs40_full_multiref.html s40_full_v1)ABCz master2.png ) z@You are given an image-generation prompt, the labelled REFERENCEz?image(s) that were attached to it, and ONE photograph generatedz+from them (the current best pick of three).uBList what is WRONG with it — ONLY violations of the prompt or ofz@its reference instructions: the shot's stated moment and action,z;who/what must or must NOT be in frame, camera, time of day,zline) + fix_en (ONE imperative English edit that fixes exactlyz@that while changing nothing else). Empty array if nothing wrong.z>Edit this photograph. Apply ONLY the corrections listed below,z%each in place, changing nothing else:)uBPRESERVE EVERYTHING ELSE EXACTLY as in the original photograph —zAevery person, pose, face, garment, object, set feature, lighting,z7camera and framing stay identical. No text, captions orzwatermarks anywhere.c@||}|j|jdz }|j|jd|djdz }dd|zdg}|jdgD]C} |j dd | d d|j t j | d E|j dd d|j t j |t jd |t|tjjd} | d} | |d<| s+tj||d|d<td|dy"djt ddjd| Dzt"g} |j|jdz } t j$d|| tjj&|fgd| tj| |d|d<| |d<td|d t)| d!y")#u선정본 critique(Gemini) → 결함 있으면 i2i 수정(그 이미지 단독 참조) → _sel 을 수정본으로 교체(체인 앵커). 원본 후보 파일은 보존._sel.png_selected.pngtextz THE PROMPT: typerrefsREFERENCE — labelpathzPhotograph to examine: s40_crit_ gemini-promodelissuescritiqueT fix_skipped[s40] u": 결함 0 — 선정본 그대로z z CORRECTIONS: r c3,K|] }d|dyw)z- fix_enN).0is U/Users/manta/Documents/Projects/TheRoad-I1/scratchpad/forest_exp/s40_full_multiref.py z_critfix..as)4,2q"Qx[M"Fsz_fix.pngs40_fix_16:9 aspect_ratioout_pathF fix_promptu : 결함 u"건 → i2i 수정본이 선정본N)parentnamelowergetappendF png_data_urlllmCRITIQUE40_SYSWTCRITIQUE_SCHEMAshutilcopyprintjoin FIX40_HEAD FIX40_TAILimg_nb2 FIX_LABELlen)rec_mapkeytagpromptstemrecsel_pathorigpartsrcritrr,fixeds r%_critfixrNIs  #,C{{ {(33H ;;DII;aJ(=(=(?'@E EDo&> ? @E WWVR  f .qzl;= > Q^^AfI./! LL&*BCD LL%& 559SE"NE$$L :D (^FC O  D(#!M se=>?[[  tyy)4,2)4 4 4  "   844 HSE"JCCMM4()  "  E8$"M&L se9S[M1STUcjdd|zdg|z}tt|D]A\}}|jdd|dd|jtj|Cdtj d|||t jjdi}tj|\} } || | fS) NrzEeZ(Q f 3%q.ABC Q^^A&')155:cU!3Z!"!1!1G HE((/FH &( ""rOcg}tD]n}|j|jd|jdz }t j d|d|j||d||j |p|S)Nrrs40_r(r))rTr-r.r/r2r?r1)rDrErout_stempathsr[r\s r%_roll3rd{sr E OOq TB B DQsyy{m,fd% 3 Q  LrOc Pt||||}g}|D]@\} } |jdd| d|jtj| Bt |||||\} } } |j |j dz }tj|j |j d| jdz ||| | | dd| dd |Dcgc]\}}|t|d c}}d ||<td |d | d| t||||||Scc}}w)uN3롤 → Gemini 판정 → 선정 복사(_sel). 레코드 저장은 호출부.rrrr rrrverdictsranking)rr)rEr^rrfrgrrz : totals=z sel=) rdr1r2r3r_r-r.r9r:r/strr;rN)rBrCrDrXrErrbcandsrYrlabrpr]r^rrHlab_p_s r%_selectrnsI 3h /EIb&N4&2IJK+,,CV,5u>E68HMM?(!;;H KK]]O1X^^%5$6d;<=EGF,' 3&y1BFG$hdB4R1$G GCL  F3%yhZ 89 Wc31 O HsD"cRd|j|xsivrt|||||yy)uG재개: 선정 완료+critique 미실행이면 critique/fix 만 소급.rTF)r0rN)rBrCrDrErFs r%_resumerps.'++c*0b1#sFD1 rOc tjsJdttj}tdz t dz jrt jt ni}|jdi}tjdd|djD]\}}td|z }td|d z jr@t||d ||d |rt jt |ntd |d mt||d |t j"|d t$j&tfg|t jt |y)Nu마스터 없음: plansz.json ext_platesTparentsexist_okext_bgbg_r extbg_ bg_prompt_enz [ext_plates] skip(exists))MASTERexistsL8_plan37HEREPLANr2 load_plan setdefaultOUTBmkdiritemsrp save_planr;rnPC JUDGE_SYSr6MASTER_REF_LABEL)p37planrGrDinforFs r%stage_ext_platesrs@ ==?9099? **,C!%TF%.!@ H H J1;;t   //, +CJJtdJ+]((* TC5k! 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    s40 — 배경(플레이트)부터 스틸 선정까지 전부 3롤 + Gemini VLM
단독 판정
    

    사용자 확정 규칙: ①모든 생성 단계=nb2 3롤(A/B/C) →
Gemini VLM 판정 → 선정(선정본이 다음 단계 참조) ②실외 플레이트
8장=마스터 v2 참조 / 실내 플레이트 6장=FP+뿌리+직전 선정본 체이닝
③스틸 23샷 참조=배경 플레이트(항상)+prev 선정본(배경 동일성 v3
판정)+캐릭터·소품(인물 샷) 모두 첨부(단일 참조 아님) ④배경 전용
샷=플레이트만+NO PEOPLE ⑤선정본 결함 수정 패스: Gemini 가
선정본의 프롬프트 위반을 검출 → 결함 있으면 수정 프롬프트 저작 →
nb2 i2i(그 이미지 단독 참조) 수정본이 최종 선정본(체인 앵커),
수정 전/후 비교 표시. 텍스트 안전망(자세 정본·carried·
EXPRESSION_REALISM·PROP_ORIENTATION·캐릭터 traits) 유지.
이전 판: s39 ·
s38
    

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    플레이트 — 실외 8(마스터 v2) + 실내 6(FP 체이닝)
    

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