Ljx~ dZddlZddlZddlZddlZddlZddlZddlZddl m Z ejjde e ejddlZddlZddlZddlZddlZddlZej8dz Ze ejdz ZdZdZ djCgd Z"d d d d didd d d d did didddgdddddgdZ#djCgdZ$d d dd d d d did didddgddidgdZ%dZ&dZ'dZ(dZ)djCgd Z*d d dd d d d did did d didd d d d did did!d"d#gddd$gd$ddidgdZ+d%Z,d&Z-djCgd'Z.d d d d didd d d d did didddgddd(d)dgdZ/d*Z0djCd+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;e dZ3d?Z4d@Z5dAZ6dBZ7djCd+dCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRe ddYZ?djCgdZZ@djCgd[ZAd\ZBd]ZCdjCgd^ZDdjCgd_ZEdjCd`dadbdcdddedfdgdhdidjdkdedldmdndodpeDeEdqdrdsdtdudvdwdxdydzgZFd d d did did{d|d}gdZGdjCgd~ZHd d dd d dididgdZIdjCgdZJdjCgdZKdjCgdZLdZMdZNdjCgdZOdjCgdZPdZQdZRdZSdZTdZUdjCd`daddddedddddddeddmdndodpeDeEdqdrdsddudvdwdxdydzgZVdZWdjCgdZXdZYdZZ ddZ[djCgd`dadbdcdddeddddddeddddddddedeDeEdqdsddudvddxdydzZ\ ddZ]djCgdZ^ ddZ_ ddZ`djCgd`dadddddeddddddddeddmdndodpeDeEdqdrdsddudvdwdxdydzZadZb ddZcdjCgd‘dÑdđdődedƑdǑdȑdedɑdʑdˑd̑d͑dΑdϑdsdБeDdёdґdӑdԑdՑd֑dבdؑdّdڑdۑdܑdݑdޑZdd߄ZedZfdjCddgZgdjCgdZhdZidZjdjCgdZkd d dgddd dgdddd d d dgddd didddgdddgddZlgdZmdZndjCgdZod d d did did d diddgddZpddZqdjCgdZrdZsddZtdZudjCgdZvdZwdjCgdZxdjCgdZydZzdZ{dZ|dZ}ddZ~djCgdZdjCgdZdZdZdZddZddZdjCgd Zeufd Zd Zd Zd ZeudfdZgdZdZdZdZdZd d dgddd dgdddd d d dgddd did didgddddgddZdZdjCgdZd d dd d d d did didddgddidgdZdjCddgZdZd Zd!Zd"Zd#ZdjCgd$Zd%Zd&Zd'Zd(ZdjCgd)ZdjCgd*Zd+Zd,Zd-Zd.Zd/ZdjCgd0Zd d d d didd d d d did did did did1gd1dddddgdZd2Zd3ZdjCgd4Zd d d did d didd did5gd5dZd d d did d d d did didddgddd did6gd6dZdjCgd7Zdd8Zd9ZdjCgd:ZdjCgd;Zd<Zd=Zd>Zd?Zd@ZdAZdBZdCZdDZdEZiddFdGdHddIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[dd\d]d^d_d`dadbdcddidedfdgdhdidjddkdldmdndodpdqdrdsdtdudvdwdxdydzd{d|d}d~dddddddiddddddddddddddddddddddddddddddddddddddZdZddZdZedk(reyy(uUs20 — 번호 마커 블록 다이어그램 → fp 체인 (사용자 지시, 2026-07-05 저녁): - 기반 = **s18 이전 코드 그대로**(STYLE_FLAT + lean_structure_lines 산출, A⁗ containment 반영본) — s19 공간지각 경로가 아님. - **LLM 이 STRUCTURE 줄들에 번호(1..N)를 매기고**, 요소 이름을 전부 번호 참조로 재작성(placed on block 4 식) — 공간 관계/크기어/개수는 그대로. 이미지 프롬프트에 요소 이름 노출 0 (이름 중립화는 코드 치환이 아닌 LLM). - 번호↔이름 대응은 LLM, 한국어 의미는 layout desc_ko 를 코드 조인(발명 0). - 렌더 = **A‴ 최종형 스타일 nb2 1장**: STYLE_FLAT 의 no-text 계약 중 숫자만 "각 블록에 지정 번호 1개" 로 허용 교체. nb2 라벨 습성이 이름 대신 번호 마커를 그리는지 실험. - **fp 단계(사용자 GO)**: 번호 bd 를 BLOCK REFERENCE 로 삼아 기존 확립 fp 계약(s16.fp_prompt — 참조만/모사 금지+desc+FACTS+스타일 ref+STYLE_2D)으로 fp 생성(gpt/nb2). 번호 마커는 기존 계약("annotations, never objects")이 전파 차단. 사용: .venv/bin/python s20_numbered_bd.py [--only all|llm|image|fp|html] 산출: out/blockset/numbered_bd_nb2.png + numbered_fp_{gpt,nb2}.png, plans/numbered_bd_v1.json, numbered.html N)Pathblocksetz numbered.htmlzGNo text, letters, numbers, labels, markers, legend or compass anywhere.zEach block shows ONLY its assigned number, drawn once as a small plain dark numeral on (or beside) that block; apart from these numerals there is no other text: no letters, no words, no names, no labels, no legend, no compass anywhere. )3zEYou are given the STRUCTURE lines of an image-generation prompt for auGflat schematic block diagram — one element per line, each line naminguEthe element and its spatial relations — plus ELEMENT DATA groundingz each element.AELEMENT DATA is physical-form grounding ONLY; if any of its linesDstill carry narrative residue (events, actions, usage stories, storyuGwording), ignore those parts entirely — this diagram concerns spatial(arrangement and structure, nothing else.zATask: assign a number (1..N) to every element line, in a sensiblezEstructural order (large ground/container blocks first, then what sitszBon them, then attached openings and small fixtures). Rewrite everyz line so that:z"- the line STARTS with its number,uF- element NAMES never appear — when a line refers to another elementz= (placed on X / on the north edge of X), refer to it by thatzB element's number instead (e.g. 'placed on block 4, in its centrez part').zD- every spatial relation, size word and count stays EXACTLY as givenz- (one exception: frame-edge context, below).z>- APPEND to each line a short clause describing that element'sz? characteristic TOP-DOWN footprint/silhouette, grounded in itsuG ELEMENT DATA — just enough that the drawn shape itself reveals whatzC the element is (a run of parallel treads, a circle, a slatted lowuD rectangle, a thin line between two posts...). SHAPE ONLY — neverzD materials, colours, condition or story; never invent what the dataz does not support.z>- FRAME-EDGE EXCEPTION: when an element is surrounding contextzC sitting at the drawing frame's edge (per its position), its givenuB size words measure only the visible sliver — do NOT keep them;z@ describe instead a full-scale neighbouring mass that continueszD beyond the frame and is cut off by the drawing edge. It must neverz> read as a small or thin free-standing block inside the site.zD- A CREATOR CORRECTIONS block may follow the ELEMENT DATA. Apply thezA SPATIAL facts it states (what attaches to what, where somethingz= stands, that it is a separate added-on structure...) to theuB relevant lines — but keep materials/finishes out of the lines:z! this diagram is structure only.zA- PHYSICAL / LOGICAL SANITY: the result must read as a physicallyuE plausible real property — every enclosed building needs its entryz@ opening, and circulation must connect all the way (approach ->zB entrance -> grounds -> building entry / stairs -> upper levels);zB nothing floats and nothing is sealed off. If the given lines arezC missing a connection that common sense makes physically necessaryzC (for example a building with no way in), ADD one minimal line foruB it — continue the numbering, place it sensibly relative to thez? existing elements, and add it to the legend with ' (assumed)'zA after its name. Smallest sensible addition only; never redesignz what is given.zEAlso output a legend mapping each number to the original element namez!(exactly as written in its line).objectFarraytypestring)r itemsinteger)numname_enrr)r additionalProperties propertiesrequired)numbered_structure_enlegendrr)z=You rewrite element descriptions for an architectural drawingzCpipeline. You get one real property's elements (name, kind, currentzDone-sentence Korean description, and the source quotes that groundedz)them), plus optional creator corrections.r zDThe current descriptions were written from scene texts and may carryz@NARRATIVE: past or one-off events, actions by people or animals,zCusage stories, moments of motion, view/camera wording, or authorialuDphrasing ('~하게 배치했다'). None of that belongs in a drawingu/pipeline — it makes image models hallucinate.r zCRewrite EVERY element's description as ONE short Korean sentence inzCpresent tense stating only PHYSICAL, VISIBLE facts: what it is, itsuJphysical form, and its key spatial relation (무엇이 어디에 어떻게u붙어/놓여 있는지).zC- When a quote describes an event or action, keep only the physicalz@ object or state that exists now because of it; drop the event.zC- No proper names, no story wording, no motion, no time references,z5 no camera/view words, no authorial intent phrasing.z@- Apply the spatial facts of creator corrections where relevant.z?Output every element with its exact given name_en, in the givenzorder.elements)rdesc_korc 2g}|dD]g}djd|jdxsgD}|jd|dd|dd |jd d |rd |nd zid dj|z}djtjjdxsg}|r|d|zz }t j dt|t}t jd|tdt|dd|S)udesc_ko 정화 패스 — 서사(사건/행위/과거/의도 어투) 제거, 물리·현재형 한 문장으로 LLM 재작성 (기하/마커/추출 원본 불변, 파생 plan 저장).rz; c38K|]}d|dd|dyw)[sourcez] quoteN.0vs s20_numbered_bd.py z"run_desc_visual..s-: 7!!H+b7 5 7sevidence- r [kind kind]: rr z quotes: z ELEMENTS: r facts_extra CREATOR CORRECTIONS: s20_desc_visualdesc_visual_v1z desc_visual: u 개 재작성) joingetappendS14load_overridesFllmDESC_VISUAL_SYSTEMDESC_VISUAL_SCHEMA save_planprintlen)layoutlinesequser correctionsress r"run_desc_visualr@s, E J  II: !j 1 7R 7: : r!I,wqyk:y"-.0./,qc*R9 : 499U+ +D))    ! !- 07R9K ,{:: %%!#5t" $CKK #& M#c*o./} => Jctjd}|dDcic] }|d|d }}|dDcgc]}|d|vr|d}}|r Jd||Scc}wcc}w)u]정화본 매핑 로드 — 누락 요소는 명시 실패(조용한 원본 fallback 금지).r,rrrudesc_visual 누락 요소: )r2 load_plan)r9r?r;dvmissings r"desc_visual_maprFs ++& 'C.1*o >o!I,) $oB >%+J%7*%7I,b(|%7G*?5gY??; I ?*s AAc>djfd|dDS)Nrc 3LK|]}d|dd|dd|dyw)r%rr&r'r(Nr)r r;rDs r"r#zeldata_lines..s>%#A Qy\N'!F)C1Y<0@/AB#s!$r)r-)r9rDs `r" eldata_linesrIs& 99% #% %%rAc tj|}t|t|}d|zdzt ||z}dj t jjdxsg}|r|d|zz }tjdt|t}|dD]}|j|dd |d <||d <tjd |td t|ddt|d|S)NzSTRUCTURE lines: uU ELEMENT DATA (name [kind]: physical form facts — ground each shape clause here): rr)zi CREATOR CORRECTIONS (apply their SPATIAL facts to the lines; materials do not belong in this diagram): s20_number_assignrr(LLM 최소 보완 요소)r source_leannumbered_bd_v1z numbered: r 줄 | legend )S18lean_structure_linesr@rFrIr-r0r1r.r2r3 NUMBER_SYSTEM NUMBER_SCHEMAr6r7r8)r9leanrDr=r>r?rows r"run_llmrVs  # #F +DF  B 4 '1 13?3K LD))    ! !- 07R9K G  %%#]D- HC8}I0LMIC KK #& Js36789:3x=)* ,- JrA)z@You analyse the scenes and shots that play at one real property,z?to protect the SPATIAL TRUTH of the elements the camera dependszon.r z?This analysis feeds an EXTERIOR-ONLY site diagram. Include onlyzAexterior and boundary elements: grounds, approach routes, stairs,z=terraces, building shells, and boundary openings set in OUTERz@walls (entrance doors, exterior windows). Interior-only elementsz<(rooms, interior thresholds, furniture, curtains) are OUT ofuscope — skip them entirely.r z;From the FULL SCENE TEXTS and ALL SHOTS below, identify theuAexterior spatial elements that matter to the shots — the routesz9people take, the places the camera frames, the thresholdsu@crossed — especially CONNECTING structures (stairs, entrances,z?gates, passages between levels). For each one state its spatialzMatch element names to the given ELEMENT NAMES where possible;z@a critical spatial fact with no matching element may use its ownuAshort GENERIC name — never proper names, never character names,zin the facts either.z=CREATOR CORRECTIONS, when present, override conflicting text.z>Output per element: name_en, why_critical_ko (one short Koreanz=sentence: which shots/actions depend on it), spatial_facts_enzA(1-3 short lines), evidence (source + quote). Order by importancezto the shots. 5-12 elements.)rrrr)rwhy_critical_kospatial_facts_enr$cdjd|dD}tj|\}}djdt|dj D}djt j jdxsg}d |zd z|zd z|z}|r|d |zz }tjd t|t}tjd|tdt|dd|S)u씬/샷 원문 전체 분석 — 샷이 의지하는 공간 요소와 그 공간 사실(연결 출발/도착·부착 벽·방향, evidence 인용) 추출. 미니멀 재작성이 이 관계를 왜곡 없이 담도록 하는 보호 입력., c3&K|] }|d yw)rNrr r;s r"r#z%run_scene_critical..2s?,>qa l,>sr c3NK|]\}}tj||ywN)r2 shot_block)r kss r"r#z%run_scene_critical..4s%G'Etq! Q'Es#%shotsrr)z,ELEMENT NAMES (match these where possible): : FULL ORIGINAL SCENE TEXTS (every scene at this place): z+ ALL SHOTS AT THIS PLACE (full content): z1 CREATOR CORRECTIONS (spatial facts, override): s20_scene_criticalscene_critical_v1zscene_critical: u개)r-S13X scene_textssortedrr0r1r.r2r3SCENE_CRITICAL_SYSTEMSCENE_CRITICAL_SCHEMAr6r7r8) r9reconnamesidxsscenes shot_blocksr>r=r?s r"run_scene_criticalrq.s  II?F:,>? ?E##E*LD&++G'-eGn.B.B.D'EGGK))    ! !- 07R9K :U B # $@ @  D  G  %%$&;T% 'CKK#S) SZ12# 67 JrAc tjd}g}|dD]&}|dD]}|jd|dd|(dj |S#t$rYywxYw) Nrfr rrXr%r: r)r2rC Exceptionr/r-)r?r:r;fcts r"scene_critical_blockrvGs}kk-. E _'(C LL2a l^2cU3 4) 99U  sA A$#A$);zCYou are given structural data of one real property: STRUCTURE linesz<(machine-derived, verbose), ELEMENT DATA (physical facts perzCelement), a PLACE DESCRIPTION (storey / vertical composition groundz(truth) and optional CREATOR CORRECTIONS.r zCThe verbose lines OVER-SPECIFY: size words, fine compass positions,zAfootprint-shape clauses. Over-specification breeds contradictionszBbetween clauses, and contradictions make image models hallucinate.zDYour job is the opposite: write the MINIMUM a drawing model needs tozCunderstand this structure. What you leave unsaid, the model inventsunaturally — that is intended.r zRules:z:- EXTERIOR-ONLY: the diagram never shows the inside of anyz? enclosed unit. Boundary openings set in outer walls (entrancez< doors, exterior windows) are the deepest you go; never addz< interior rooms, interior thresholds or furniture as lines.z=- GENERIC wording only: never proper names or character namesz" anywhere in the lines or legend.z7- FIRST line: 'LEVELS (placement logic only): ground ->uB roof terrace -> ' — statez< the storey count from the PLACE DESCRIPTION. This is levelz: LOGIC, never an instruction to draw height or elevation.zB- Then ONE SHORT line per element: its number, what it is, what itzB is ON or IN (its host), plus AT MOST one coarse position on thatz@ host ('on the roof terrace, west side' / 'attached to the rearz wall of the building').zB- SCALE, where it aids structural understanding, is YOURS to judgezA and include briefly (a word or two in the line): the building'szA storey count on its own line, an element clearly small or largez? relative to its host, neighbouring masses' comparable height.z= Judge from the data given; never invent precise dimensions.u<- KEEP EVERY element that belongs to the property itself —z@ including its roof-level and ground-level fixtures; never dropzA them. Only surrounding context (neighbouring masses, the publicz7 road edge) may merge into one single unnumbered line.z@- Phrase every relation as FLAT PLAN-VIEW placement (A is on B /uC at B's west side / attached to B's rear wall) — never elevationzA storytelling: no 'rises', 'stands above', 'supports', 'on top'.z>- Beyond that judged scale: NO mechanical size enumeration, NOz= footprint or shape clauses, NO frame-edge phrasing, NO finez< compass positions beyond the one coarse position per line.z=- SCENE-CRITICAL elements (listed below when present) are thez= elements the actual shots depend on: their lines must carryu@ EXACTLY the spatial facts given — connection endpoints (fromuA where to where), attachment wall/side, what they face — neverz; simplified away, never distorted. A critical connector (az= stair, an entrance) always keeps its full connection in itsz line.z<- PHYSICAL COHERENCE: every enclosed building keeps an entryz? opening and the circulation connects all the way (approach ->zA entrance -> grounds -> stairs -> upper levels). If a physicallyz@ necessary connection is missing, add one minimal numbered linez- and mark its legend name with ' (assumed)'.z@- Apply the spatial facts of CREATOR CORRECTIONS; keep materialsz out.z?- Number the kept elements 1..K in a sensible structural order.zBlegend: every number you kept, with that element's name_en exactlyz?as given in ELEMENT DATA (or the assumed element's short name).)minimal_lines_enrrwc t|}tjd}tj|} tjdt}djtjjdxsg}d|zdzt||zdztj|z}|r|d|zz }|r|d |zz }tjd t |t"}|d D]} |j| d d | d< tjd} | jddk7rtj$d| |d|d dd} tj$d| t'dt)| ddt)| d | S#t $rt ||YiwxYw#t $rYtwxYw)ujv8~ 미니멀 재작성(사용자 재정의: '무엇 안에 무엇+대략 위치'만, 장소 요소 전부 유지, 과지정=모순=할루시네이션) — bd(①)/도면(①-2) 공용 최소 구조 줄. v10: 씬-중요 요소의 공간 사실(왜곡 금지) 주입. 구본(상세 재작성)은 numbered_bd_v1_maximal 로 백업 후 v1 슬롯 교체. fp_place_descrfrr)u_STRUCTURE lines (verbose, machine-derived — source data, do not copy their level of detail): 3 ELEMENT DATA (name [kind]: physical form facts): : PLACE DESCRIPTION (storeys / composition ground truth): u~ SCENE-CRITICAL ELEMENTS (spatial facts the shots depend on — keep these relations EXACT; never simplify or distort them): r*s20_minimal_structrrrLrrNrminimal_structnumbered_bd_v1_maximalrw)rrrz minimal: rrO)rFr2rCrPrQrtrqrvr-r0r1r.rIS15 desc_blockr3MINIMAL_STRUCT_SYSTEMMINIMAL_STRUCT_SCHEMAr6r7r8) r9rlrDdescrTcritr>r=mresrUoldr?s r" run_minimalrs  B ;; 'D  # #F +D* '( !D))    ! !- 07R9K 57; <F G62& 'N  N nnT"  #D   (*./ 0 ,{:: 55%'tdzdj|dzS)Nz7 STRUCTURE (containment / support / connection only): rr)STYLE_STRUCT_MINr-r?s r" bd_prompt_minrs* J Kii345 67rA)uCMINIMAL SPATIAL STRUCTURE — what is on/in what and roughly where,u@nothing more. All level wording is placement logic only — planz9view stays primary (a gentle 2.5D axonometric tilt is thezApermitted maximum, never full 3D perspective). Draw each numberedz;element with its number as a small plain marker. Everythingz?unspecified (exact shapes, sizes, proportions, spacing, drawingzAdetail) YOU compose yourself as a believable real site plan; keepzevery stated relation true:zOFlat orthographic plan view: NO 3D, NO axonometric, NO perspective, no shadows.zOrthographic plan view by default; at most a gentle axonometric tilt (about 30 degrees from vertical, 2.5D). NEVER full 3D perspective, no vanishing-point depth, no shadows.c .tj}t|vsJd|jtt}t |vsJd|jt t }dj|ttdzdj|dzgS)NSTYLE_2D no-text 줄 불일치u!STYLE_2D 플랫 뷰 줄 불일치r]rr) rSTYLE_2DSTYLE_2D_NO_TEXTreplaceSTYLE_2D_NUMBEREDSTYLE_2D_FLAT_VIEWSTYLE_2D_VIEW_25Dr-STYLE_2D_EXTERIOR_NOTEMIN_PLAN_HEADER)r?styles r"plan_prompt_minrs LLE u $F&FF $ MM*,= >E  &K(KK & MM,.? @E ;; $3/F+G!HH rAcJt|}t|} tjd}||d<||d<||d<||d<tj d|t ||tjd|gtdz t ||tjd|d tdz t ||tjd |gtdz t ||tjd |d tdz t ||y #t$ri}YwxYw) uv8 미니멀 줄로 bd(①) 2장 + 도면(①-2) 2장 — 파일명 유지(구본은 shell 백업), 스타일 계약만 분기.spatial_promptsnumbered_bd_nb2.pngnumbered_bd_gpt.pngnumbered_plan_gpt.pngnumbered_plan_nb2.pngs20_numbered_bd_nb2out_paths20_numbered_bd_gptNrefsrs20_numbered_plan_nb2s20_numbered_plan_gpt) rrr2rCrtr6 build_pageimg_nb2OUTBimg_gpt)r?ppppromptss r"run_minimal_imagesrs! cA  B++/0&'G !"%&G !"')G #$')G #$KK!7+sAII#Q335sAII#QT335sAII%r2557sAII%r557sA' sD D"!D"zAkind of flat figure a computer program draws: strict TOP-DOWN 2D,zCplain solid-colour shapes on a plain light background, uniform thinzAdark outlines. ABSOLUTELY FLAT: no bevels, no edge highlights, nozDgradients, no shadows, no shading, no texture, no perspective, no 3Dzfeel of any kind.z@STRUCTURAL SILHOUETTES: draw every element as the characteristicuCtop-down footprint its line describes — a flat structural outlinezCjust detailed enough that the SHAPE ITSELF reveals what the elementz@is; never flatten it to a generic featureless rectangle when itsz;line says otherwise, and never add fine drafting detail (noz>double-line walls, no hatching, no fixtures inside buildings).zCPURPOSE: structural comprehension only. Every building is ONE solidu=block — never any interior rooms, inner walls or furniture.zAThe arrangement must read as a physically coherent real property:zCentries, connections and levels all working the way the lines belowz describe.c>tdzdj|dzS)Nz; STRUCTURE (relative positions, sizes, footprint shapes): rr) STYLE_STRUCTr-rs r" image_promptrEs* N Oii345 67rAcpt|} tjd}||d<||d<tjd|t ||tj d|gtdz t ||tjd|dtdz t ||y#t$ri}YwxYw)Nrrrrrrr) rr2rCrtr6rrrr)r?rrs r" run_imagerKsSA++/0&'G !"%&G !"KK!7+sAII#Q335sAII#QT335sA sB'' B54B5)?The FIRST attached image is a rough BLOCK REFERENCE of one realz>property: it tells you only WHAT exists, each element's NUMBERzBidentity and the APPROXIMATE arrangement. Do NOT trace or copy itsuFcomposition, block shapes, proportions or spacing — compose the sitezDplan yourself so the place reads as a real, believable property thatz?satisfies the numbered structure below. Its fill colours encodez?height layers only. Keep the SAME numbers on the SAME elements.uBLOCK REFERENCE (what exists + approximate arrangement; its numerals identify the elements) — never copy its shapes, proportions or spacing; carry the SAME number over to the SAME element as a small plain marker.zCno text, no letters, no numbers, no markers, no legend, no compass.zeach element carries ONLY its assigned number, drawn once as a small plain dark numeral on (or beside) it; apart from these numerals no text, no letters, no words, no other markers, no legend, no compass.c >tjd}tj}t|vsJd|j tt }djttj|ddj|dztj|gS)uZ(보류 — 사용자 철회) fp 번호 마커 버전. 이력 보존용, 현재 미사용.ryrr]zvNUMBERED SPATIAL STRUCTURE (same numbers as the block reference; draw each element's number as a small marker on it): rr) r2rCrrrrrr-FP_NUM_REF_NOTErSTYLE_REF_NOTE)r?rrs r"fp_prompt_numberedrus ;; 'D LLE u $F&FF $ MM*,= >E ;; t B ))C/0 1 2   rA)rz;property: it tells you only WHAT exists and the APPROXIMATEz@arrangement. Do NOT trace or copy its composition, block shapes,u@proportions or spacing — compose the site plan yourself so thezCplace reads as a real, believable property that satisfies the factszAbelow. Its fill colours encode height layers only. Any letters oru3numerals on it are annotations — never draw them.)uEDraw the plan VERY DETAILED — real working-drawing density, so thatz@every element visually reads as WHAT IT IS from its plan symbolsz@alone (there are no labels or numbers to help). Use the standardz!plan vocabulary per element type:cDtjd}tjd}djtj|tj |dt dztj|ztjtjgS)upfp 최종(사용자 재정의): 번호/텍스트 표기 0(원 no-text 계약 복귀) + **매우 상세** — 각 요소가 도면 기호만으로 실물로 읽히게. 상세 어휘= KIND_DETAIL_RULES(kind 스키마 일반 규칙, layout 실재 kind 데이터 주도). ★bd 참조 없음(사용자 지시 '참조 없이') — 배치=FACTS 텍스트가 SOT.blockset_layout_v2ryr]F)idsr) r2rCr-rr facts_blockFP_DETAIL_NOTE_HEADr0kind_detail_linesrrrlr9rs r"fp_prompt_detailedrsy [[- .F ;; 'D ;; t E*d"S%:%:6%BB   rAct|} tjd}||d<||d<tjd|t j |}|rt j|fgng}t||tjd||tdz t||tjd||r|gndtdz t||y#t$ri}YwxYw) ufp — bd 이미지 참조 없음(텍스트 FACTS 가 배치 SOT), 이미지는 드래프팅 스타일 ref 1장만. 무번호·무텍스트·매우 상세(자기설명).rnumbered_fp_gpt.pngnumbered_fp_nb2.pngs20_numbered_fp_nb2rs20_numbered_fp_gptNr) rr2rCrtr6r0 indoor_fpNB2_STYLE_LABELrrrr)r?rlpfrfp_stylerefs_nb2s r"run_fprs E "B++/0&(G !"%'G !"KK!7+}}U#H4<$$h/0"HsBII#R335sBII#R!)H:t335sB sC C&%C&)z@- PRESENT VISUAL STATE ONLY: everything you write must be what auC camera would see standing there right now — colours, materials,z> age, weathering, look-and-feel; you may add modest realisticzC detail of that visual kind. NEVER narrate past or one-off events,z; actions, apparitions or story moments the production dataz? mentions; keep only the ordinary visible present state such az fact implies, or drop it,)z?- SURROUNDINGS ARE FREE: neighbouring buildings and surroundingz< context appear in the attached drawing only as placeholderuB blocks marking that something stands there — never render themz? as bare box-like concrete masses. Invent believable, ordinaryz> surroundings of the same neighbourhood character at your ownz= judgement (real buildings with real roofs, windows, utilityz@ clutter, street texture). Only the property itself must followz" the drawing's structure exactly,z=You write ONE image-generation prompt (English) for the finalzAphotorealistic stage of a location pipeline. The image model willz?receive your prompt plus ONE attached simple line-art STRUCTUREzASKETCH of a real property, drawn from a slightly elevated obliquez:view so relative heights, storeys and levels read clearly.r zBThe sketch is the single source of truth for WHAT exists, WHERE itz?sits and HOW HIGH everything is. Therefore your prompt must NOTzAre-describe, list or count the layout, its elements, positions oru>heights — beyond telling the model the attached drawing is az@structure sketch to be translated into real built volumes, neverz)copied as line graphics or drawing style.z3Your prompt covers only what the sketch cannot say:uC- the place must read as a REAL, LIVED-IN property — inhabited byzC ordinary residents (weathering, everyday traces; decide the feel,uD let the model improvise the specifics — do NOT enumerate a fixedz list of objects),z?- unpeopled; no readable text or signage anywhere in the image,uF- nothing story-specific — only what any such real place would show,zA- true materials of the regional building type per the productionzE data below (the sketch's bare lines carry NO material information),zD- one believable camera (your choice) and ordinary neutral daylight,z documentary tone.z.Write 90-160 words of direct imperative prose.zCA creator-correction block, when present, overrides any conflictingz place data.zDphoto_prompt_ko: the same prompt in Korean (for the human reviewer).)photo_prompt_enphoto_prompt_korr)0z?You are given NUMBERED STRUCTURE lines written for a flat blockzCdiagram (block-language shape clauses), ELEMENT DATA grounding eachz>element, and a PLACE DESCRIPTION (storeys / composition groundztruth).rruFwording), ignore those parts entirely — a site plan concerns spatialrr zAReorganise and rewrite them as a SPATIALLY STRUCTURED descriptionuDfor a REAL top-down architectural SITE PLAN — NOT a flat list. Thez>reader must see the containment structure at a glance, like anzoutline:r uB- FIRST line: the overall vertical build in one sentence — statez8 the building's storey count explicitly (from the PLACEz? DESCRIPTION; estimate only if unstated), then what open levelz- sits on top of it, and what stands on that.z@- THEN one short section header line per space, ordered from thezB ground up (ground level around the building -> the building massz> and its facade -> the open roof level -> what stands on thatz@ roof -> the top unit and its openings -> surrounding context),z@ each followed by indented '- ' lines for the numbered elementsz> that belong INSIDE that space. Every element appears exactlyz) once, under the space that contains it.z@- every element line keeps its NUMBER and its spatial relations,z? and carries a roof-plan shape clause (true footprint outline,z= roof edges/parapets, tread runs, base rings, leaf-and-swinguC openings...) grounded in its ELEMENT DATA — never invent beyondz it.zB- JUDGE the right drawing weight for each element by its role, thez@ way a real site plan does: the property's own elements read atz@ site-plan density, while surrounding context like neighbouringz, buildings stays simple, brief and subdued.zB- FRAME-EDGE SIZE RULE: size words in the given lines measure onlyz? what is VISIBLE inside the drawing frame. Surrounding contextz> sitting at the frame edge (per its position) is in reality azB FULL-SCALE building whose mass continues beyond the frame and isuB CUT OFF by the drawing edge — DROP its given size words (thin/z@ small/medium) and rewrite it that way; it must never read as az4 small or thin free-standing block inside the site.zC- apply the SPATIAL facts of any creator corrections present in thez> data (attachments, added-on structures); keep materials out.u@- refer to elements by their numbers only — do not reintroducez element names into the lines,uE- drawing shapes only — never materials, colours, condition, story.z>Output: plan_structure_en = the structured text as an array ofz@lines (header lines + indented element lines, in reading order).plan_structure_en)z=FULL FIDELITY EVERYWHERE: draw every element, including everyuEneighbouring building, at the same real site-plan drawing density —zDactual roof-plan outlines, roof edges and parapets, rooftop featuresz>as described below. Nothing is a simplified placeholder block.)uDEXTERIOR ONLY: this is an OUTDOOR site plan seen from above — showzBonly the exterior: ground areas, building outer shells, roof-levelzBsurfaces and outdoor fixtures. NEVER draw any interior room, inneruDwall, partition or furniture of any enclosed unit — every enclosedz=volume stays sealed (outer walls and boundary openings only).)zDDraw it in real site-plan drawing density, so every element reads aszBwhat it is from its plan symbols. Use the standard plan vocabularyzper element type:ctj}t|vsJd|jtt}dj |t ddj |zgS)u실외 전용 도면형 번호 다이어그램 v2(사용자 정정: 'bd/fp 중간물' 해소) — STYLE_2D(도면 계약, no-text→지정 번호 허용) + 실외 강조 + 간략화 금지 + LLM 이 roof-plan 수준으로 재작성한 번호 STRUCTURE.rr]uSPATIALLY STRUCTURED SITE-PLAN CONTENT — vertical build first, then each space with the numbered elements it contains (draw each element's number as a small plain marker on it): r)rrrrrr-r)r? plan_linesrs r" plan_promptrRsh LLE u $F&FF $ MM*,= >E ;;  C ))J   rAcHtjd}tjd}t|}djt j j dxsg}ddj|dzdzt||zdztj|z}|r|d |zz }tjd t|t}tjd |t||d } tjd } || d<|| d<tjd | t!|tj"d|gt$dz t!|tj&d|dt$dz t!|y#t$ri} YwxYw)u도면형 번호 bd — LLM 이 공간 계층으로 구조화 재작성(층수 명시+공간별 섹션+소속 요소, 사용자 지시 "시각적 공간적 구조화") → gpt/nb2 둘 다.rryrr)zNUMBERED STRUCTURE lines: rrzr{r*s20_plan_rewritenumbered_plan_rewriterrrrrrrNr)r2rCrFr-r0r1r.rIrrr3PLAN_REWRITE_SYSTEMPLAN_REWRITE_SCHEMAr6rrtrrrr) r?rlr9rrDr>r=rewrrs r"run_planrcs[[- .F ;; 'D  B))    ! !- 07R9K )ii345 6F G62& 'N  N nnT"  #D  ,{:: %%"$7# %CKK'- S#12 3B++/0(*G #$')G #$KK!7+sOII%r2557sOII%r557sO s<F F! F!)zBThe FIRST attached image is a flat TOP-DOWN BLOCK REFERENCE of theBsame property: use it only for WHAT exists and WHERE things sit inu@plan. Its numerals are annotations — never draw them. Its flatuEcolours encode height layers only; the layer order is given below —z:translate those layers into clearly visible built heights.) uFDraw ONE SIMPLE LINE SKETCH of the property's structure — clean thinzCdark lines on plain white, like a quick architect's massing sketch.zEViewpoint: slightly elevated three-quarter oblique view (tilted aboutuC30 degrees down from vertical) so RELATIVE HEIGHTS read clearly —zBwhich volume rises above which, how many storeys the building has,zBwhat sits on top of what, and how the stair climbs between levels.z>LINES ONLY: no colours, no fills, no shading, no materials, noztexture, no photorealism.u>SIMPLE: massing outlines, level edges and openings only — noz>drafting detail, no double-line walls, no furniture, never anyzinterior of enclosed units.>No text, letters, numbers, labels, markers, legend or compass.ruTOP-DOWN BLOCK REFERENCE (what exists + plan arrangement; numerals are annotations — draw none of them; flat colours encode height layers only).cZt|dd}ddjd|DzS)Nlayersc |dS)N rel_heightr)ls r"zheight_lines..s<rAkeyzHEIGHT LAYERS (low to high): z -> c3:K|]}|dd|dddyw)rz (h=rg)Nrr rs r"r#zheight_lines..s0(#&ay\N$qq.AC#&)rir-)r9lays r" height_linesrs: !'@ AC +kk(#&(( ()rActjd}tjd}djtt j |t |tgS)u\선 스케치 = bd 배치 + 높이 레이어 + 층수 설명(desc) → 사선 매싱 선화.rryr])r2rCr-SKETCH_REF_NOTErrr SKETCH_STYLErs r" sketch_promptrsO [[- .F ;; 'D ;; tV  rAct|} tjd}||d<||d<tjd|t dz }t |tjd|t|fgt dz t |tjd||gt dz t |y #t$ri}YwxYw) u^bd → 선 스케치 (실사가 fp 높낮이를 오해 → 높이가 보이는 중간 표현).rnumbered_sketch_gpt.pngnumbered_sketch_nb2.pngrs20_numbered_sketch_nb2rs20_numbered_sketch_gptrN) rr2rCrtr6rrrNB2_SKETCH_BD_LABELr)r?rlpsrbds r" run_sketchrs u B++/0*,G %&)+G %&KK!7+ % %BsOII'/BB.G-H779sOII'2$779sO sB55 CCuSTRUCTURE SKETCH (spatial + height ground truth) — translate its volumes, levels and storeys into real photographic construction; never copy its line style; no text anywhere.zAreceive your prompt plus ONE attached top-down architectural SITEz@PLAN drawing of a real property. Small numeral markers on it arezannotations only.zAThe plan is the single source of truth for WHAT exists and WHERE.z=Therefore your prompt must NOT re-describe, list or count theuDlayout, its elements or their positions — beyond telling the modelz?the attached drawing is a plan to be translated into real builtz=volumes, and that its numerals, annotations, flat colours andz/graphics must NEVER be reproduced in the image.z1Your prompt covers only what the plan cannot say:zA data below (the plan's flat drawing colours are NOT materials),uSITE PLAN (spatial ground truth) — translate to real photographic volumes; its numerals are annotations, never draw them; never copy its drawing style or flat colours; no text anywhere.)zAThe FIRST attached image is a top-down SITE-PLAN REFERENCE of theruBplan. Its numerals are annotations — never draw them. The heightuBlayer order is given below — translate those levels into clearlyzvisible built heights.ctj}dj|jdxsg}dj|jdxsg}dtj|z}|r|d|zz }|r|d|zz }|S)Nrphoto_appearancer)!PLACE DATA (production members): = CREATOR CORRECTIONS (override any conflicting place data): , REAL-WORLD APPEARANCE (production owner): r0r1r-r. loc_lines)rlov appearancer>r=s r"_photo_author_userrs   B266"45;that. But the final image must NOT look like the sketch merelyuBphotographed: it is a standing FILM LOCATION — a complete, real,zinhabited place between scenes.zAStudy the FULL ORIGINAL SCENE TEXTS below to understand who liveszChere and how they live. From that understanding, ADD to your promptz>the incidental, everyday side-elements such a life would leaveuDaround this place — your own judgement, grounded in the scenes; wezCgive you no fixed list. Exclude anything that belongs to a specificzCscene's one-off events: no characters, no dramatic or horror props,uCno story moments — only the everyday standing state of the place.z Also cover:z? data (the sketch's bare lines carry NO material information),z/Write 120-220 words of direct imperative prose.plan_sketch_gpt.pngc|rtjd}n_tj|\}}t |dz|z}tj dt |t}tjd||d} t|z } | js Jd|  tjd} | | |d<| | |d<tjd| t|tjd |d | | gt|dz t|tjd |d | t| fgt|dz t|y#t$ri} YwxYw)u[경로 B-2 v2] plan_sketch → 실사 — 저작 LLM 이 씬 원문 전체를 분석해 이 장소의 삶이 남길 부수 생활 요소를 스스로 추가(사용자 지시: '사람 사는 것처럼, 하드코딩 금지, 씬을 알아서 분석'). 스케치=구조 SOT, 빈 무대 복사 금지. reuse_prompt=True: 저장된 저작 프롬프트 재사용 (스케치 소스만 바꾸는 A/B 의 변인 격리).plansketch_photo_promptrds20_plansketch_photo_authorr참조 스케치 없음: rrrrrrrrN)r2rCrgrhrr3PHOTO_AUTHOR_SYSTEM_SCENEr r6rrrtrrrNB2_PHOTO_SKETCH_LABEL) r?rlrr reuse_promptr rnror=rr rs r"run_photo_from_plansketchr#jsq [[2 3''. f"5)!'(UU02K,. -r2 A /C ::<:4SE::<++/0()Gzl( #$'(Gzl( #$KK!7+sOIIZL%qu H557sOIIZL%q,BC+H*I H557sO s!E E"!E")uCDraw ONE DETAILED LINE SKETCH of the property's structure — cleanz=thin dark lines on plain white, like an architect's developedzBmassing sketch. Viewpoint: slightly elevated three-quarter obliquez=view (tilted about 30 degrees down from vertical) so RELATIVEuAHEIGHTS read clearly — which volume rises above which, how manyz?storeys the building has, what sits on top of what, and how thezstair climbs between levels.z=MORE DETAIL than a plain massing sketch: draw each structuraluDelement with its characteristic built form in lines — stair treadszCand railing lines, parapet and roof edges, door and window openingszBwith simple frames, fixture outlines with their stands or supportsu2— enough that every element reads as what it is.zASTILL LINES ONLY: no colours, no fills, no shading, no materials,zBno texture, no photorealism. Never any interior of enclosed units.rrrctjd}tjd}djtt j |t |tg}t|z }|js Jd| tjd}|||d<|||d<tjd|t|tjd|d |t|fgt|dz t|tjd|d ||gt|dz t|y #t$ri}YwxYw)u[경로 C-1] ① bd → 상세 선 스케치 (사용자: '조금 더 상세히'). src_name/out_prefix 로 bd 엔진(nb2/gpt 산출) A/B 지원.rryr]참조 bd 없음: rrrrrrrrN)r2rCr-rrrrSKETCH_STYLE_DETAILEDrrrtr6rrrrrs r" run_bd_sketchr'sE[[- .F ;; 'D  tV  B /C ::<3-cU33<++/0(*Gzl( #$')Gzl( #$KK!7+sOIIZL%r-@#,F+G H557sOIIZL%r H557sO rbd_sketch_gpt.pngc|rtjd}n?tjdtt |t }tj d||d}t|z }|js Jd| tjd}|||d<|||d<tj d|t|tjd|d ||gt|dz t|tjd|d |t|fgt|dz t|y #t$ri}YwxYw)u[경로 C-2] 상세 스케치(gpt) → 실사 (저작=기존 스케치 전제 시스템). reuse_prompt=True: 저장된 저작 동일본 재사용(변인=스케치 계보만).bdsketch_photo_prompts20_bdsketch_photo_authorrrrrrrrrrrN)r2rCr3PHOTO_AUTHOR_SYSTEMrr r6rrrtrrrr! r?rlrrr"r rr rs r"run_photo_from_bdsketchr.sE  [[0 1 UU.0C%e,.AC +R0 A /C ::<:4SE::<++/0()Gzl( #$'(Gzl( #$KK!7+sOIIZL%qu H557sOIIZL%q,BC+H*I H557sO D44 EEzAreceive your prompt plus ONE attached flat top-down BLOCK DIAGRAMz?of a real property. Small numeral markers on it are annotationsuAonly, and its flat fill colours encode height layers — they arez!NOT materials or surface colours.z=The diagram is the single source of truth for WHAT exists andz@WHERE. Therefore your prompt must NOT re-describe, list or countuBthe layout, its elements or their positions — beyond telling thezBmodel the attached drawing is a placement diagram to be translatedz;into real built volumes (its height-layer colours into realz?heights), and that its numerals, flat colours and graphics mustz!NEVER be reproduced in the image.z4Your prompt covers only what the diagram cannot say:zD data below (the diagram's flat drawing colours are NOT materials),uBLOCK DIAGRAM (spatial ground truth) — translate to real photographic volumes; its flat colours encode height layers only, never materials; its numerals are annotations, never draw them; never copy its drawing style; no text anywhere.c|rtjd}n?tjdtt |t }tj d||d}t|z }|js Jd| tjd}|||d<|||d<tj d|t|tjd|d ||gt|dz t|tjd|d |t|fgt|dz t|y #t$ri}YwxYw)u[경로 D] ① bd → 실사 직행 (저작 LLM 별도). reuse_prompt=True: 저장된 저작 동일본 재사용(변인=bd 엔진만).bd_photo_prompts20_bd_photo_authorrr%rrrrrrrrN)r2rCr3PHOTO_AUTHOR_SYSTEM_BDrr r6rrrtrrrNB2_PHOTO_BD_LABELr-s r"run_photo_from_bdr5 sE [[* + UU(*@%e,.AC %r* A /C ::<3-cU33<++/0()Gzl( #$'(Gzl( #$KK!7+sOIIZL%qu H557sOIIZL%q,>+D*E H557sO r/z5You write ONE image-generation prompt (English) for az?photorealistic location image. There is NO reference image thisuBtime: your prompt is the model's ONLY source — it must carry thez STRUCTURE and the LOOK together.z=You get the property's minimal structure lines (containment /zBsupport / connection, coarse positions, judged scale), place data,z8and production-owner corrections / appearance overrides.zYour prompt must:uA- state the structure compactly in plain visual language — whatzA contains or carries what, roughly where, the storey count. Keepz: it as LEAN as the given lines: over-specification breedsz8 contradictions and hallucination; trust the model withuB everything unstated. The lines' numbers are identifiers only —z; never mention numbers, markers or diagrams in the prompt,z data,z@- surroundings: invent believable ordinary neighbourhood contextz< (real low-rise buildings, roofs, windows, utility clutter,u= street texture) at your own judgement — only the propertyz% itself follows the structure lines,z@- the place must read as REAL and LIVED-IN (weathering, everydayz> traces; decide the feel, let the model improvise specifics),z2- unpeopled; no readable text or signage anywhere,z:- one believable camera (your choice) and ordinary neutralz daylight, documentary tone.z/Write 120-200 words of direct imperative prose.z7A creator-correction block, when present, overrides anyzconflicting place data.z9photo_prompt_ko: the same prompt in Korean (for the humanz reviewer).cFtj}dj|jdxsg}dj|jdxsg}ddj|dzdztj|z}|r|d|zz }|r|d|zz }|S) Nrrr)z,MINIMAL STRUCTURE (the property to depict): rz# PLACE DATA (production members): rrr)r?rlrrr>r=s r"_textonly_userr7Ks   B266"45; @BKK', A++/0)*G $%()G $%KK!7+sOII&668sOII&2668sO sC C,+C,)z@- camera: an elevated three-quarter view from roughly 45 degreesz@ above, off to one side of the property, so one side facade andz> the roof level read together and the whole property fits thez5 frame; ordinary neutral daylight, documentary tone.c4t}t|vsJd|jtt}t j d|t ||t}t jd||d} t jd}||d<||d<t jd|t|t jd|gtdz t|t jd |gtdz t|y #t$ri}YwxYw) u[경로 E-2] 무참조 T2I 실사, 카메라=측면 45도 상공 (사용자 지시) — 저작 카메라 계약 줄만 교체, nb2 2장(같은 프롬프트, 변동 확인).u TEXTONLY 카메라 줄 불일치s20_textonly45_photo_authortextonly45_photo_promptrrtextonly45_photo_nb2_a.pngtextonly45_photo_nb2_b.pngs20_textonly45_photo_nb2_ars20_textonly45_photo_nb2_bN)r?TEXTONLY_CAM_DEFAULTrTEXTONLY_CAM_45r2r3r7r r6rCrtrrr)r?rlsystemr rrs r"run_photo_textonly45rL|s*F 6 )M+MM ) ^^0/ BF ,fc5)+> @BKK)2. A++/0-.G (),-G ()KK!7+sOII*Ar::<sOII*Ar::<sO s2D DDctjd}|d} tjd}||d<||d<tjd|t |tj d|dt dz t |tj d |dt dz t |y#t$ri}YwxYw) u[경로 E-2 gpt] 45° 부감 무참조 T2I — ⑬-2와 동일 저작본 재사용, gpt-image-2 2장(같은 프롬프트, 변동 확인).rDrrtextonly45_photo_gpt_a.pngtextonly45_photo_gpt_b.pngs20_textonly45_photo_gpt_aNrs20_textonly45_photo_gpt_b)r2rCrtr6rrrr@s r"run_photo_textonly45_gptrRs . /B A++/0-.G (),-G ()KK!7+sOII*AD::<sOII*AD::<sO sB33 CC) zCheck every candidate against the prompt point by point beforez5deciding; base every verdict only on what is visible.z*?@B CE( r 2Ixxz:6qc::z f 5'.CDE Q^^A&' ( C= sUU3~!&(E  z#e*X*>)?#e*Y/02 3 = KK!3'sO JrA)zexterior staircase in it as a PHYSICAL CONSTRUCTION and answerz?strictly from what is visible: could a person actually climb itz-from the ground level to the level it serves?zCheck point by point:z?- where it starts: is the bottom step reachable from the groundz or yard,z?- flight continuity: no gaps, no floating or detached segments,z9 no impossible overlapping geometry, landings connected,z.- tread spacing and slope: plausibly walkable,z=- the top: does it actually arrive at the upper level (onto az/ landing or over the parapet in a usable way),z- railing/support continuity.zclimbable: overall yes/no.z>verdict_ko: one short Korean paragraph stating the conclusion.zbuildings, roof objects, yard, surroundings, lighting, camera,z.framing. No people, no readable text anywhere.ulPHOTOGRAPH TO EDIT — fix ONLY its exterior staircase as the prompt says; preserve everything else exactly.ct|z }|js Jd|t} tjd}||d<||d<tj d|t|tjd|t|fgtdz t|tjd||gtdz t|y #t $ri}YwxYw) u[⑬-3] 계단 물리 결함 i2i 수정 (사용자 판정: 중간 끊김=등반 불가) — 같은 원본+같은 편집 계약으로 gpt edit / nb2 i2i 각 1장.원본 없음: rstairfix_gpt.pngstairfix_nb2.pngs20_stairfix_nb2rs20_stairfix_gptrN) rrSTAIR_FIX_PROMPTr2rCrtr6rrNB2_STAIR_FIX_LABELr)r?rzr rrs r" run_stair_fixr<s -C ::<0?3%00<A++/0#$G "#G KK!7+sOII !':C&@%A002sOII !3%002sO sC CCr)u>The attached image is a PHOTOGRAPH of one real property — itz=replaces the structure lines: EXTRACT the placement structurez?(what contains or carries what, roughly where, how the exteriorz?stair connects the levels) from the photograph itself, and stayz=faithful to its actual arrangement. Permanent structure only:z/ignore people, loose objects and movable props.ct}t|vsJd|jtt}d}d}||vsJd|j||}d}d}||vsJd|j||}tdz|zS) u[⑭-1] 기존 bd 계약(STYLE_STRUCT_MIN) 그대로 재사용 — 소스 참조만 구조 줄→첨부 사진으로 치환(사용자 지시 '기존 프롬프트+참조 문구만'), 번호 줄→무텍스트 줄(역방향엔 번호 정체성 없음).u%STYLE_STRUCT_MIN 번호 줄 불일치zeAny level wording in the lines below is placement logic, not an instruction to build tall 3D volumes.znAny level difference read from the photograph is placement logic, not an instruction to build tall 3D volumes.u(STYLE_STRUCT_MIN 레벨 문구 불일치uThe lines below give ONLY the placement structure (what is on/in what, roughly where). Everything they leave unsaid — exact shapes, sizes, proportions, spacing — YOU decide, so the property reads plausibly; keep every stated relation true.uThe attached photograph gives the placement structure (what is on/in what, roughly where). Everything beyond that placement — exact shapes, sizes, proportions, spacing — YOU decide, so the property reads plausibly; keep every extracted relation true.u(STYLE_STRUCT_MIN 소스 문구 불일치r])r NUMBERED_LINEr NO_TEXT_LINEREV_BD_SRC_NOTE)rold1new1old2new2s r" rev_bd_promptr`s E E !J#JJ ! MM- 6E =D DD 5=DDD= MM$ %E D  (D 5=DDD= MM$ %E V #e ++rA)z8The attached image is a PHOTOGRAPH of one real property.z;TRANSLATE its permanent structural layout into the top-downu;architectural SITE PLAN described below — faithful to thez8photograph's actual arrangement: positions, connections,z?boundary openings, and the exterior stair route between levels.z:Permanent structure only: ignore people, loose objects andzmovable props.)zproperty: use it as the layout ground truth. Translate it intoz@the line sketch described below, judging plausible built heightsz>from the plan's own cues (storey rhythm of openings, the stairz#run between levels, parapet lines).uPHOTOGRAPH (layout source) — extract its permanent structural layout only; draw the diagram the prompt describes, not a photo.ucSITE PLAN (layout ground truth) — translate to the sketch the prompt describes; no text anywhere.cttz }|js Jd|t} t j d}||d<||d<t jd|t|t jd|t|fgtdz t|t jd||gtdz t|y #t $ri}YwxYw) uI[⑭-1] 실사 → bd 역추출 (gpt/nb2) — 기존 bd 계약 재사용.rrrev_bd_gpt.pngrev_bd_nb2.pngs20_rev_bd_nb2rs20_rev_bd_gptrN) rREV_SRCrrr2rCrtr6rrNB2_REV_PHOTO_LABELrr?r rrs r" run_rev_bdrs .C ::<0?3%00<A++/0!"G  !G KK!7+sOII%8#$>#?..0sOII..0sO sC C C cttz }|js Jd|djtt t jg} tjd}||d<||d<tjd|t|tjd|t|fgtdz t|tjd||gtdz t|y #t$ri}YwxYw) u<[⑭-2] 실사 → fp(사이트 플랜) 역추출 (gpt/nb2).rr]rrev_fp_gpt.pngrev_fp_nb2.pngs20_rev_fp_nb2rs20_rev_fp_gptrN)rrrr- REV_FP_NOTErrrr2rCrtr6rrrrrs r" run_rev_fprs .C ::<0?3%00< ["8#,,GHA++/0!"G  !G KK!7+sOII%8#$>#?..0sOII..0sO sC22 D?Drct|z }|js Jd|djttg} t j d}||d<||d<t jd|t|t jd|t|fgtdz t|t jd||gtdz t|y #t$ri}YwxYw) uT[⑭-3] 역추출 fp → 선 스케치 (텍스트 주입 0 — 이미지 계보만).u참조 fp 없음: r]rrev_sketch_gpt.pngrev_sketch_nb2.pngs20_rev_sketch_nb2rs20_rev_sketch_gptrN) rrr-REV_SKETCH_NOTErr2rCrtr6rrNB2_REV_FP_LABELrr?rr rrs r"run_rev_sketchrs /C ::<3-cU33< _l34A++/0%&G !$%G !KK!7+sOII"A)93(?'@224sOII"ASE224sO sC C-,C-)zAThe attached image is the SAME property's schematic block diagramz=(top-down). REDRAW the SAME layout with the viewing directionz@ROTATED 90 DEGREES TO THE RIGHT (clockwise): every element keepsuAits true relative position and size — only the view rotates, asz)if the plan sheet were turned 90 degrees.)z=The attached image is the SAME property's top-down SITE PLAN.zDEGREES TO THE RIGHT (clockwise): every element keeps its trueu?relative position and size — only the view rotates, as if thez"plan sheet were turned 90 degrees.uzSOURCE DIAGRAM (same property) — redraw the same layout rotated 90 degrees clockwise; keep every relative position true.ct}t|vsJd|jtt}d|vsJd|jdd}d|vsJd|jdd}|S)u기존 rev_bd 프롬프트(=STYLE_STRUCT_MIN 재사용본) 내용 유지 — 참조 노트만 회전 지시로 교체, 사진 어휘→첨부 이미지.uREV_BD_SRC_NOTE 불일치zread from the photographu"photograph 레벨 문구 불일치zread from the attached imagezThe attached photograph givesu"photograph 소스 문구 불일치zThe attached image gives)rrr ROT90_NOTE_BD)rs r"rot90_bd_promptrs A a axonometric or oblique tilt of any kind, no facades, no volumez:sides visible; every element appears only as its pure planz?geometry (roof outlines, ground shapes, openings set in walls).ct|z }|js Jd|djttt t jg} tjd}||d<||d<tjd|t|tjd|t|fgtdz t|tjd||gtdz t|y #t$ri}YwxYw) u[⑯] 실사 → 완전 수직 fp (사용자: '절대 3D/2.5D 말고 완전 수직 도면') — 기존 fp 계약(STYLE_2D) 그대로 + 수직 강조 노트만 추가.rr]rfpflat_gpt.pngfpflat_nb2.pngs20_fpflat_nb2rs20_fpflat_gptrN)rrr-rFPFLAT_VERTICAL_NOTErrrr2rCrtr6rrrrrs r" run_fpflatr0s /C ::<0?3%00< ["6+S\\; #?..0sOII..0sO sC33 DDzeach listed element carries ONLY its assigned letter, drawn once as a small plain CIRCLED LETTER marker on (or beside) it; apart from these circled letters no text, no words, no numbers, no other markers, no legend, no compass.c g}|dD]}tjd|}|rxdt|jdcxkrdkrUnnR|j t j t|jddz d|jd|j ||dDcgc]7}d|dcxkrdkr'nn$t|t j |ddz  9}}||fScc}w) uv12 미니멀 줄 머리 번호→알파벳 재라벨 (결정론 형식 변환, 의미 불변 — 사용자: 한 글자 26자까지, 판독 용이). legend 도 같은 매핑.rz^(\d+)[.\s]\s*(.*)$. rr)letter)rematchintgroupr/r ascii_uppercasedict)r?rslnmrrs r" alpha_structrNs C)* HH+R 0 c!''!*o++ JJ&00QWWQZ11DEFG771:,( ) JJrN +8}=$!QuX(;(;1V33AeHqLAB$ = ;=s5=B>ctt}gd}|D](\}}||vs Jd|dd|j||}*|S)uJjudge45 계약 최소 치환: 후보 4→3 + 후보별 0-10 점수 추가.))z.ONE image-generation prompt and FOUR candidatez/ONE image-generation prompt and THREE candidate)z)labelled A, B, C, D in the order attachedz&labelled A, B, C in the order attached)zuOutput: winner, ranking best-to-worst, and a one-line Korean verdict per candidate citing the decisive prompt points.zOutput: winner, ranking best-to-worst, an integer fidelity score 0-10 per candidate, and a one-line Korean verdict per candidate citing the decisive prompt points.ujudge45 계약 줄 불일치: N()rnr)rbsubsrnews r"_topjudge_systemrsTA DSaxD9#cr(DDx IIc3  HrA)rSrTrU)rXscorerYc  tjd}dd|dzdg}tD]d\}}t|z }|j s Jd||j dd|dd|j tj |ft}id D]F\}}tj|||t| |<td |d |d d|dHi} tD]\ } t fddD| <t| j} | jD cgc] \} } | | k(s | }} } ddt|fd}dt!t| |t!t|d}tj"d|td| d|t%||Scc} } w)u[⓪-2] 3후보를 GPT VLM/Gemini VLM 각각 점수(0-10) — 합산 최고 1장 선택 (동점=Gemini 순위 우선: 물리 결함 감지 Gemini 우세 판정 지식).rDr^z..s#O%9QwZ3=N7%9s  r\N)next)r rjudgers r"r#z run_top_judge..s-,* OU1Xj%9O O*s$')rcrerec2|vrj|SdS)Nc)index)rgem_ranks r"rzrun_top_judge..s%Xo*2)<*.+-*.rAr) prompt_plan candidatesrtotalsselected selected_file top_place_v1ztop_judge: totals=z selected=)r2rCrrrr/rmrr3TOPJUDGE_SCHEMAr7summaxvaluesrminrr6r)r?r rprXrqrrrKrhrtrrbestrttiedrplanrrs ` @@r" run_top_judger s . /B(*,->*?@B CE$ r 2Ixxz:6qc::z f 5'.CDE Q^^A&' $  F E? suuS&%Ne  5'E%L,B+C%,y124 5? F Q,*,,s ! v}} D$lln :nFCT CnD :\"9-H4./H4~.(!.1(; =DKK% vhj ;<sO K ;s = G G)zexactly that finding while changing nothing else). Empty arrayzif nothing is wrong.issues)issue_kofix_enr r z?Edit this photograph. Fix ONLY the issues listed below, each inz0place, changing nothing else about the property:u^PHOTOGRAPH TO EDIT — fix ONLY the issues the prompt lists; preserve everything else exactly.c\d}|tvsJdttj|dS)uTSTAIR_FIX_PROMPT 의 보존 계약 꼬리를 그대로 재사용 (검증된 계약).z PRESERVE EVERYTHING ELSE EXACTLYuSTAIR_FIX 보존 줄 불일치N)rrrs r"_preserve_tailr's6 ,C " "D$DD " ,22378 99rAc :tjd}t|dz }|js Jd|tj|d}dd|dzddd dtj|g}i}d D]J\}}tj |t |t| ||<td |d t||dL||d<dD cgc]\}}||dD] } d|d| d} }}} | s;|d|d<d|d<tjd|tdt||Sdjtddj| ztg} | |d<t|d<tjd| tjd} | | t<tjd| t|tj"d| t$|fgttz t||Scc} }}w#t $ri} YvwxYw)u[⓪-3] 선택본에 GPT/Gemini VLM 결함 질문 → 취합(코드 조립, 양쪽 fix_en 전부·중복 판단 없음) → nb2 i2i 수정 1장. 결함 0이면 수정 생략.rru선택본 없음: rr^z5THE PROMPT (the photograph was generated from this): rr_zPhotograph to examine:))rcs20_top_critique_gpt)res20_top_critique_geminirgz top_critique[z ]: issues=r critique)rczGPT VLM)rez Gemini VLMz- (z) r  fixed_fileT fix_skippedu?top_fix: 결함 0 — 수정 생략, 선택본 그대로 사용r]zISSUES TO FIX: r fix_promptrs20_top_photo_fixedr)r2rCrrrmr3TOP_CRITIQUE_SYSTEMTOP_CRITIQUE_SCHEMAr7r8r6rr- TOP_FIX_HEADr TOP_FIXEDrtrNB2_TOP_FIX_LABEL) r?rr r rprrhrttitlei fix_linesrrs r" run_top_fixr .s` ;;~ &D o& &C ::<3-cU33< T-( )B#%'(9%:;=&> ? ^^C  "E HB s%%%8% 35B eW%Xe_X678: ; B  D&D5&D\UE"5/(3QugR( }-4.&D5 !/2\"] ND) OP3  \'$))I*>>#%' (AD"DKK%++/0GIKK!7+sOII#Q*;S)A(Bi')sO K75& s"HH HHctjd}t|dz }|js Jd|t |} tjd}||t <tjd|t|tjd||gtt z t|y#t $ri}YhwxYw)u[⓪-4] 수정본 기반 ⑯-2 계약(v3: 수직 노트 v2+입면 접기 금지) — gpt i2 1장 (사진→수직 재투영은 gpt 전담).rrrrs20_top_fpflat_marked_gptrN) r2rCrrfpflat_marked_prompt_v3rtTOP_FPr6rr)r?rr rrs r" run_top_fpr%`s ;;~ &D l# #C ::<0?3%00<$A++/0GFOKK!7+sOII)1C5f}&sO sB88 CCztop_fpflat_marked_nb2.png) zAOUTPUT MEDIUM: a flat 2D architectural SITE-PLAN DRAWING on plainuAdrawing paper — NOT a photograph, NOT a rendering of the scene.?The attached photograph is ONLY a source of layout information;<do NOT reproduce or imitate its camera angle or its look —;RE-PROJECT everything to a TRUE ORTHOGRAPHIC PLAN seen from1DIRECTLY ABOVE (90 degrees, straight-down nadir).z@Absolutely NO 3D of any kind: no perspective, no foreshortening,z@no axonometric or oblique tilt, no facades, no wall surfaces, nou@volume sides, no cast shadows, no photographic texture — everyz>element appears ONLY as its pure plan geometry (roof outlines,z=ground shapes, openings marked in wall lines) in uniform flatz"fills and clean drafting linework.cjt|}t|vsJd|jttS)uH⑯-2 계약에서 수직 노트만 v2 로 치환 (나머지 동일본).uFPFLAT 수직 노트 불일치)rrrFPFLAT_VERTICAL_NOTE_V2r?rs r"fpflat_marked_prompt_v2r-s3S!A 1 $F&FF $ 99)+B CCrAuxKEY ELEMENTS (letters are identifiers only — mark each listed element's POSITION on the plan with its circled letter):uKEY ELEMENTS (letters are identifiers only — mark each listed element's POSITION on the plan with its circled letter). Elements that face sideways and are not visible from directly above (windows or doors set in walls) appear ONLY as their opening symbols on the wall line, with the circled letter beside that symbol — NEVER fold or draw any facade or elevation into the plan to show them:cjt|}t|vsJd|jttS)u[v2 + 측면 요소=벽선 기호 마킹·입면 접기 금지 (KEY ELEMENTS 헤더 치환).uKEY ELEMENTS 헤더 불일치)r-KEY_ELEMENTS_HEADrKEY_ELEMENTS_HEAD_V3r,s r"r#r#s3$A  !B#BB ! 99&(< ==rA)z6The attached image is already a straight-down TOP-DOWNz>architectural SITE PLAN of one real property. REDRAW it in theuAdrafting language described below — keep its viewpoint, layout,z@proportions, boundary openings, stair position and every circledz@letter marker exactly where they are; do not add, move or removez elements.)r&r'r(r)zIKeep the TRUE ORTHOGRAPHIC straight-down view of the attached plan draft.ct|}t|vsJd|jtt}t|vsJd|jtt S)uVnb2 용 v3 — 소스가 사진이 아니라 수직 도면 초안일 때의 치환본.REV_FP_NOTE 불일치v2 사진 조항 불일치)r#rr REV_PLAN_NOTE_V2_PHOTO_CLAUSE_V2_PLAN_CLAUSEr,s r"fpflat_marked_prompt_v3_planrefr7sV$A ! 444  +}-A q >">> 99% 77rAuSITE-PLAN DRAFT (layout ground truth) — redraw it in clean drafting language, SAME straight-down top-down view, keeping every circled letter marker in place; never tilt into 3D.ztop_fpflat_read_gpt.pngztop_fpflat_read_nb2.png)z?You are given ONE photograph of a real property and the list ofzits known element names.z9READ the photograph like a surveyor and write its spatialu4structure as text — one line per element, grammar:z<'N. , + one approximate positionz=(e.g. "on the roof terrace, rear-left") + what it attaches orz connects to'.z?Plan-placement language ONLY (positions on the ground plane; noz:elevation wording such as rises/stands above/on top of thez$facade). Visible present state only.z5Every position MUST come from what is visible in THISu9photograph — not from typical buildings, not from priorz?knowledge. Include short scale judgements that aid plan readingz3(storey count, notably small or large vs its host).zneighbouring masses. If an element is not visible, still writez>its line, set visible=false in its legend row, and place it byz,the best visible cue using inferred wording.uJlegend rows: num, name_en, desc_ko(사진에서 읽은 위치를 한국어u한 줄로), visible.)rrrvisiblezYDraw a TRUE ORTHOGRAPHIC PLAN seen from DIRECTLY ABOVE (90 degrees, straight-down nadir).ct|}t|vsJd|jtdzd}t|vsJd|jttS)uY무참조 T2I 용 v3 — 첨부 이미지가 없으므로 사진 관련 조항만 제거.r2r]r r3)r#rrr5_READ_VERTICAL_CLAUSE)res2rs r"fpflat_marked_prompt_readr< s\%A ! 444  +&+A q >">> 99%'< ==rA) zCompare them like a surveyor, only on spatial arrangement: for>each major element (building masses, yard, gate, alley, stair,=rooftop structures and fixtures) check position, containment,4attachment wall/side, connections and relative size.z>match: overall does the plan represent the photograph's actualz8arrangement (yes only if no major element is misplaced)?:issues_ko: each concrete mismatch as one short Korean linez>(element + how the plan differs from the photograph). Empty ifz-none. verdict_ko: one-line Korean conclusion.)rrxrY)rr rY)z.f sA[2ak]+[um CORRECTIONS — a previous attempt of this plan got the points below wrong; draw them correctly this time: top_fpflat_read_gpt_itz.pngnext_imgs20_top_fpflat_read_gpt_itNrs20_top_fp_loop_verify_finalT)rJrKrLfinalzloop[final] verify()r2rCrr TOP_FP_READTOP_FP_VERIFY_SYSTEMrTOP_FP_VERIFY2_TAILr.rangermr3TOP_FP_VERIFY2_SCHEMAnamer/r6r7r8rr-r)r? max_itersrpr r base_promptrKcuritersrvpartsr!reccorrrrs r"run_top_fp_looprfG s _ %B H C ::<3-cU33<kk+,G+&K ! ) )DF ) )H+HH )  C FF< &BE 1i!m $] 3Q^^C5H%; < NN3   EE+A3/'| =#((a8 S < OR( aS #((9QwZLQx[)*, -3 W: yyAQx[AA EEGKL,A3d3 %w/"J OR( .qc2AD(? ,Xo3;%B] 3Q^^C5H%; < NN3   EE0&&'| = y1}SXX#% & < OR( #CHH:YqzlQx[)*, -sO IrAc tjd}t|dz }t|dd}t|dz }|j s Jd|dj d |d d D}d j d d|zdg}d} tjd}|||<tjd|t|tjd||gt|z t|tjdt} dddtj|dddtjt|z g} tjd| | td} |dj!d|| |ddtjd|t#d| dd t%| d d!|dd"t||S#t $ri}Y7wxYw)#u[⓪-4e] whack-a-mole 대응 — 루프 중 최소 이슈본에 **i2i edit** 로 해당 이슈만 수정(⑬-3 stairfix 보존 패턴: 재작도 아님), 재검증.rCrrEc$t|ddS)NrLr )r8)its r"rz!run_top_fp_edit.. sc"X,x"89rArrKu대상 도면 없음: rc3,K|] }d|dywrOrrPs r"r#z"run_top_fp_edit.. sK2JQ1X;-(2JrRrLr r][Edit this architectural site-plan DRAWING. Fix ONLY the points listed below, each in place: CORRECTIONS: PRESERVE EVERYTHING ELSE EXACTLY as in the attached drawing — same straight-down plan view, same layout, same drafting style, same circled letter markers in their places. Apart from the circled letters no text anywhere.ztop_fpflat_read_gpt_edit.pngrs20_top_fpflat_read_gpt_editrrAr^rFr_rGs20_top_fp_edit_verifyrergz edit(i2i)rJrKrL edited_fromzedit verify: match=rr}z (edited_from=r)r2rCrrrr-rtr6rrrYrrZrmr3r\r/r7r8) r?r_ src_photorsrc_imgfixesrrrrKrcr!s r"run_top_fp_editru s _ %Br(|#I r,9 ;DT%[ G >> ?5gY??  IIK$x.2JK KE  (5  6  A.H++/0GHKK!7+sOII,awih(sO ! ) )DF/ 1J!78 th'F &#< 9A|k('(eFGKK$ ' |8C( 4D3E 4;-q *+sO I1 sG GG)r=r>r?r@) z@Compare them like a surveyor, only on spatial arrangement of thez:major elements (building masses, yard, gate, alley, stair,z!rooftop structures and fixtures).zplan's orientation may be rotated relative to the photograph'sz?viewpoint. First infer the plan's orientation from unmistakablez._verify sR] 3 NN9 %%; < NN3    uuS&&*?') )rAs20_top_fp_topo_verifyz topo-verifyrIz topo verify(rMrr}r rc3,K|] }d|dywrOrrPs r"r#z#run_top_fp_final.. sBkBq{m,krRr]rkrlrmztop_fpflat_read_gpt_edit2.pngrs20_top_fpflat_read_gpt_edit2rs20_top_fp_topo_verify2zedit2(i2i)+topo-verifyrpz topo verify2()r2rCrrYrrZ_VERIFY_CMP_OLD_VERIFY_CMP_TOPOr/r]r6r7r8rr-rtr) r?r_rar|r!rtrrrv2rrrKs @@r"run_top_fp_finalr s0 _ %Br(|#I L!"%e, ,C ! ) )DF f $F&FF $ ^^O-= >F) -.A|mCHH'(*+KK$ L )AgJ< S8%& ()sO W:!H+ BakBB KK 3 u $ :   3 kk"34G %w/ 11C5(? ,3 TH_&? @ <*B(0B03!: ; OR( hZyG R\*+- .sO I G s8H HHztop_pair_photo1_nb2.pngztop_pair_fp1_gpt.pnguSITE PLAN — the LAYOUT authority for this property: follow ONLY its arrangement (positions, orientations, relative sizes, connections of the property's elements). Do NOT imitate its diagram style, flat colours or circled letters; no markers, no diagram look anywhere in the photograph.uPREVIOUS PHOTOGRAPH of the same property — the APPEARANCE authority: match its materials, textures, lighting, camera angle, neighborhood character and overall look. Where its layout disagrees with the SITE PLAN, the SITE PLAN wins.c  tjd}t|dz }ttz }|j r|j sJdtjd}|d}|j |j dd} tjd}||t<tjd|tjd|t|tjd |t|ft|fgttz t|tjd tt vsJd jt t"ttz fd }||d} | |d<tjd|t%d| ddt'| dt|| ds| drdj)d| dD} dj)dd| zdg} | |t*<tjd|tj,d| |gtt*z t||tt*z d} t*|d<| |d<t%d| ddt'| dn|j |d<d |d!<tjd|t||S#t $ri}Y5wxYw)"u [⓪-5] 1왕복 상호 수렴 — photo₁=nb2([fp₀+photo₀] 라벨 분리, 기존 45° 저작 프롬프트 재사용) → 위상 검증(fp₀ vs photo₁) → fp₀ i2i edit 정정 (fp₁) → 최종 위상 검증. 산출=정합된 (photo₁, fp₁) 쌍.rruphoto₀/fp₀ 없음rDr)photo0fp0photo_prompt_planr top_pair_v1s20_top_pair_photo1rrArxcdddtjdddtj|g}tj||tdSrzr{)plan_imgrtrcphoto1rKs r"r|zrun_top_pair.._verifyA sR] 3 NN6 "%; < NN8 $   uuS&&*?') )rAs20_top_pair_verify_fp0verify_fp0_photo1z"pair verify(fp0 vs photo1): match=rr}r rc3,K|] }d|dywrOrrPs r"r#zrun_top_pair..R sClBq{m,lrRr]rkrlrms20_top_pair_fp1rs20_top_pair_verify_fp1fp1verify_fp1_photo1z"pair verify(fp1 vs photo1): match=T fp1_no_edit)r2rCrrXrr]rtTOP_PAIR_PHOTO1r6rrNB2_PAIR_FP_LABELNB2_PAIR_PHOTO_LABELrYrrZrrr7r8r- TOP_PAIR_FP1r)r?rrrr p_photopairrr|v1rtp_fixrrrKs @@r" run_top_pairr! s ;;~ &D D& &F  C ==?szz|D-DD + . /B"#Gkk#((!: )GHo-/sO ! ) )DF f $F&FF $ ^^O-= >F O #F) / 0B "D KK t$ .r'{m SH&' )*sO g;2h< CblCC  3 u $ :   !&  %w/ $e3%,. 03 TL(*C D"U $& ! 22g;-R\*+- .hhU "]KK t$sO Ky s K KKc tjd}t|dz }|js Jd|t |\}}dj d|D}dd|zddd dtj |g}tjd t|t}|d|d }tjd |td t|ddtd|dDt|} tjd} | | t <| | t"<tjd| t%|tj&d| dtt z t%|tj(d| gtt"z t%|i} dt fdt"ffD]\} } dddtj |dddtj t| z g}tjd| t*|t,d| | <td| d | | d!d"t| | d#| |d$<tjd |t%||S#t$ri} YkwxYw)%u[⓪-4c] 사진→VLM 공간 읽기(텍스트)→무참조 T2I 도면(gpt/nb2)→Gemini 정합 검증. 요소 이름만 주입(위치 서술은 구본 미주입 — 사진에서만).rrrDrc36K|]}|dd|dyw)rrrNrr rs r"r#z"run_top_fp_read..u s$GY5 "Qy\N3Ysr^zKNOWN ELEMENT NAMES: r_zPhotograph to survey:s20_top_fp_read)rreadbackrCz fp_read: ru줄, 비가시=c3,K|] }|dr dyw)r8rNrrs r"r#z"run_top_fp_read.. sC.qa l.s rrs20_top_fpflat_read_gptNrs20_top_fpflat_read_nb2rrcnb2rFrGs20_top_fp_verify_rergz fp_verify[z ]: match=rr}rxrL)r2rCrrrr-rmr3TOP_FP_READ_SYSTEMTOP_FP_READ_SCHEMAr6r7r8rr<rtrXTOP_FP_READ_NB2rrrrYTOP_FP_VERIFY_SCHEMA)r?rr r alpha_legrmrpr read_planrrrLrXrqrcs r"run_top_fp_readrn s~ ;;~ &D l# #C ::<3-cU33<$LAy IIGYG GE!9E!AB!89 s E uu&(:E')H -8DIKK+ Ic(#:;<=_ CHX.C C D FG!(+A++/0GK GOKK!7+sOII'k)+sOII'Bo-/sO Fk*UO,DE r] 3Q^^C5H%; < NN4"9 %   25':2F2,Hu   5'6%=+A*BVE];789; <F!IhKK+sO 7 s=I// I>=I>cvttz }|js Jd|t|} t j d}||t<t jd|t|t jd|t|fgttz t|y#t $ri}YnwxYw)u[⓪-4b] nb2 — 처방(a): 참조=45° 사진이 아니라 **이미 수직인 gpt 도면** (nb2 는 참조 기하를 유지하는 습성 → 역이용해 재작도만), 계약=v3 도면 소스 치환본.u(gpt 수직 도면 없음(⓪-4 먼저): rs20_top_fpflat_marked_nb2rN) rr$rr7r2rCrt TOP_FP_NB2r6rrNB2_PLAN_REDRAW_LABELrs r"run_top_fp_nb2r s -C ::<ICC5II<',A++/0GJKK!7+sOII)10Es/K.Lj(*sO sB** B87B8ctj}dj|jdxsg}dj|jdxsg}dtj|z}|r|d|zz }|r|d|zz }t j dt|t}t jd||d }td z } t jd } || d <|| d <t jd | t|t jd||gtd z t|t jd|t |fgtd z t|y#t$ri} YwxYw)u`실사 = 선 스케치(공간+높이 SOT) + LLM 저작 프롬프트 (사용자 재정의: 실사가 fp 의 높낮이를 오해 → 높이가 보이는 스케치로 교체) — 구조/높이 재나열 금지, '실제 사는 곳처럼'의 문구는 LLM 저작. 데이터 주입=장소 멤버 + CREATOR CORRECTIONS + photo_appearance override.rrr)rrrs20_photo_authornumbered_photo_promptrrrnumbered_photo_gpt.pngnumbered_photo_nb2.pngs20_numbered_photo_gptrs20_numbered_photo_nb2rN)r0r1r-r.rr2r3r,r r6rrCrtrrrr!) r?rlrrr>r=r rsk_pngrs r" run_photor st   B266"45;tjt|Sr_)html_modescapestr)rs r"_escr s ??3q6 ""rAu ① bd (nb2)ru ① bd (gpt)u①-2 도면 (gpt)ru①-2 도면 (nb2)ru④ 스케치 (gpt)ru④ 스케치 (nb2)ru⑤ 실사 (gpt)ru⑤ 실사 (nb2)ru ⑥ fp (gpt)ru ⑥ fp (nb2)ru⑦ 실사 (gpt)ru⑦ 실사 (nb2)u⑧ 스케치 (gpt)plan_sketch_nb2.pngu⑧ 스케치 (nb2)plan_sketch_nb2src_gpt.pngu(⑧-2 스케치 (gpt, nb2 도면 기반)plan_sketch_nb2src_nb2.pngu(⑧-2 스케치 (nb2, nb2 도면 기반)plansketch_photo_gpt.pngu⑨ 실사 (gpt)plansketch_photo_nb2.pngu⑨ 실사 (nb2)plansketch_photo_nb2src_gpt.pngu.⑨-2 실사 (gpt, ⑧-2 gpt 스케치 기반)plansketch_photo_nb2src_nb2.pngu.⑨-2 실사 (nb2, ⑧-2 gpt 스케치 기반)u-⑩ 상세 스케치 (gpt, ① bd nb2 기반)bd_sketch_nb2.pngu-⑩ 상세 스케치 (nb2, ① bd nb2 기반)bdsketch_photo_gpt.pngu*⑪ 실사 (gpt, ⑩ gpt 스케치 기반)bdsketch_photo_nb2.pngu*⑪ 실사 (nb2, ⑩ gpt 스케치 기반)bd_photo_gpt.pngu*⑫ 실사 직행 (gpt, ① bd nb2 기반)bd_photo_nb2.pngu*⑫ 실사 직행 (nb2, ① bd nb2 기반)bd_sketch_gptsrc_gpt.pngu/⑩-2 상세 스케치 (gpt, ① bd gpt 기반)bd_sketch_gptsrc_nb2.pngu/⑩-2 상세 스케치 (nb2, ① bd gpt 기반)bdsketch_photo_gptsrc_gpt.pngu.⑪-2 실사 (gpt, ⑩-2 gpt 스케치 기반)bdsketch_photo_gptsrc_nb2.pngu.⑪-2 실사 (nb2, ⑩-2 gpt 스케치 기반)bd_photo_gptsrc_gpt.pngu,⑫-2 실사 직행 (gpt, ① bd gpt 기반)bd_photo_gptsrc_nb2.pngu,⑫-2 실사 직행 (nb2, ① bd gpt 기반)r;u/⑬ 무참조 T2I 실사 (gpt, 프롬프트만)r<u/⑬ 무참조 T2I 실사 (nb2, 프롬프트만)u(⑬-2 무참조 T2I 45° 부감 (nb2, a)rFu(⑬-2 무참조 T2I 45° 부감 (nb2, b)rNu(⑬-2 무참조 T2I 45° 부감 (gpt, a)rOu(⑬-2 무참조 T2I 45° 부감 (gpt, b)ru'⑬-3 계단 수정 i2i (gpt, A 편집)u'⑬-3 계단 수정 i2i (nb2, A 편집)ru'⑭-1 역방향 bd (gpt, 실사 기반)u'⑭-1 역방향 bd (nb2, 실사 기반)u'⑭-2 역방향 fp (gpt, 실사 기반)u'⑭-2 역방향 fp (nb2, 실사 기반)ru4⑭-3 역방향 스케치 (gpt, ⑭-2 gpt fp 기반)ru4⑭-3 역방향 스케치 (nb2, ⑭-2 gpt fp 기반)ru,⑮-1 bd 90° 회전 (gpt, ⑭-1 nb2 기반)ru,⑮-1 bd 90° 회전 (nb2, ⑭-1 nb2 기반)ru,⑮-2 fp 90° 회전 (gpt, ⑭-2 nb2 기반)ru,⑮-2 fp 90° 회전 (nb2, ⑭-2 nb2 기반)ru)⑯ 완전 수직 fp (gpt, 실사 기반)u)⑯ 완전 수직 fp (nb2, 실사 기반)u/⑯-2 수직 fp + 원형 알파벳 마커 (gpt)u/실내 fp (production 자산 — 스타일 ref))rrzfp_l04_rooftop_room_main.pngci} tttjdz D]}t j |}|j ddk(s-|j ds?|j drQ|j dxsgDcgc]}t|jc}|t|dj< |Scc}w#t$rY|SwxYw)u^runlog 에서 산출 파일별 실전송 참조 이미지 목록 (마지막 실생성 기준).z runlog.jsonlr'rKrsskipr) openr__file__parentjsonloadsr.r]rt)rlinedrs r" _refs_mapr s A h..?@D 4 AuuV}%!%%,quuV}45EE&M4GR4G*J4Ga+/q',,4G*J$qx.%%&A H *J   H s6ACC(C:CC-CC C C cćŇƇLJȗdjdt|ddD}djd|dD}tƈfdĈfd }|d \}}|d \}}d } |d \} } |d\} } |d\}}|d\}}|d\}}|d\}}|d\}}|d\}} tjd}d |v} | xr| }d |v}|xr| xr| }|d\}}|d\} }!|d\}"}#|d\}$}%|d\}&}'|d\}(})|d\}*}+|d\},}-|d\}.}/|d\}0}1|d \}2}3|d!\}4}5|d"\}6}7|d#\}8}9|d$\}:};|d%\}<}=|d&\}>}?|d'\}@}A|d(\}B}C|d)\}D}E|d*\}F}G|d+\}H}I|d,\}J}K|d-\}L}M|d.\}N}O|d/\}P}Q|d0\}R}S|d1\}T}U|d2\}V}W|d3\}X}Y|d4\}Z}[|d5\}\}]|d6\}^}_|d7\}`}a|d8\}b}c|d9\}d}e|d:\}f}g|d;\}h}i|d<\}j}k|d=\}l}m|d>\}n}o|d?\}p}q|d@\}r}sig}tt D]&\}u||u\}v}w|vȉ<tj|w(|t\}x}y|t\}z}{|t\}|}}|t\}~}|t\}}|t\}} t|\}}djdA|D}dB|dC}d|v}|xr|xr| }d|v}|xr|xr| }d|vxr|xr|! 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    u (한국어 번역):
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    후보판정 (KO)
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    ⓪-2 VLM 교차 점수 판정u

    합산: z / c30K|]\}}|d|yw)=Nr)r rrs r"r#zbuild_page.. sGfc1uAaS\su → 선택 = u0 (동점 시 Gemini 순위 우선)

    rr c3@K|]}dt|ddywrr rNrrs r"r#zbuild_page..) s+.&, $D:$7#8>&,u — 결함 u건

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    결함 0 — i2i 수정 생략, 선택본 그대로 사용

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    ⓪-3 결함 질문 (VLM 교차, 대상=선택본) — 취합=양쪽 fix 지시 전부 나열(판단 개입 0)rCrc 3|K|]4}d|ddt|d|drdnddt|dd6y w) rrrrr8r u" (사진 비가시·추정)rrNrrs r"r#zbuild_page..7 s_'&A1U8*Id1Y<.@-A92+OPQAiL)**6&s:<rErLrKc3@K|]}dt|ddywrrrPs r"r#zbuild_page..@ +3&1 $D:$7#8>&1ru

    ⓪-4d 교정 루프 round rJrWu (최종)u — 검증 대상: u → 정합: rz

    z
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    → CORRECTIONS 되먹여 재작도: z

    ))rczT2I gpt)rzT2I nb2c3:K|]}dt|dywrrrs r"r#zbuild_page..S rru — 정합: u · u

    ⓪-4c 경로 재설계 — 사진→VLM 공간 읽기(텍스트)→무참조 T2I 도면 (i2i 재투영 폐기: "사진을 보고 그려라"→"사진을 읽고, 읽은 것을 그려라") → Gemini VLM 도면↔사진 정합 검증

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    무참조 T2I gpt

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    무참조 T2I nb2

    VLM 이 사진에서 읽은 공간 구조 (측량 줄 — 위치는 사진 에서만, 요소 이름만 주입)
    후보점수(0-10)판정 (KO)
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    #요소사진에서 읽은 위치 (KO)
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    fp 정정 대기…
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    fp 정정 불필요 — fp₀ 그대로 확정

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    ⓪-5 상호 수렴 왕복 — 측량 포기, 정합 방향 반전 (사용자 아이디어)

    photo₀(선택·수정본)+fp₀(읽기→그리기본) → photo₁=nb2 재생성(참조 관할 분리: fp₀=배치 SOT / photo₀=재질·룩 SOT, 충돌 시 fp 우선, 프롬프트=기존 45° 저작본) → 위상 검증 → 잔여 어긋남은 fp₀ 를 i2i edit 정정(fp₁) → 최종 위상 검증. 개방 재귀 금지(1왕복) — 산출=정합된 (photo₁, fp₁) 쌍.

    입력 쌍 → 산출 쌍

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    입력 photo₀ (룩 SOT)

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    입력 fp₀ (배치 SOT)

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    산출 photo₁ — fp 배치를 따라 재생성된 실사

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    산출 fp₁ — photo₁ 기준 정정된 도면

    위상 검증 (Gemini)z
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    ⓪ TOP 체인 — 장소 실사 3롤 → VLM 점수 선택 → 결함 취합 i2i 수정 → 수직 fp+원형 알파벳 마커

    ⓪-1 프롬프트=⑬-2 저작본(45° 부감, 장소 전체=골목·대문· 마당·빌라·외부 계단·옥상) 그대로 재사용(신규 저작 0) — nb2 무참조 T2I 3롤(변인=샘플링만) → ⓪-2 GPT/Gemini VLM 각 0-10 점수 합산 최고 1장 선택 → ⓪-3 양쪽 VLM에 "잘못된 부분" 질문 → 코드 취합(양쪽 fix 지시 전부) → nb2 i2i 수정 → ⓪-4 수정본 기반 ⑯-2 계약 동일본으로 완전 수직 fp+원형 알파벳(A~P) 마커 gpt i2 1장.

    ⓪-1 후보 3롤 (nb2, 무참조 T2I — 같은 프롬프트)

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    ⓪-3 수정본 (nb2 i2i — 취합된 결함만 수정, 나머지 보존 계약=⑬-3 재사용) 과 ⓪-4 수직 fp+알파벳 마커 (⑯-2 계약 동일본, 원본만 수정본으로 교체 — gpt i2 / nb2 i2i 엔진 대조)

    z
    u

    ⓪-4 gpt i2 (v3: 사진→수직 재투영, 입면 접기 금지) — ★사용자 판정: 기하 오류(i2i 재투영 한계)

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    ⓪-4b nb2 i2i (v3: 참조=⓪-4 gpt 수직 도면 — gpt 필사라 비교 무의미, 경로 폐기)

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    ②-2 씬-중요 요소 분석 (LLM, 씬/샷 원문 전체 — 미니멀 재작성에 '관계 왜곡 금지'로 주입)

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s20 번호 마커 블록 다이어그램

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    s20 — 번호 마커 블록 다이어그램 (A‴ 최종형 nb2 × LLM 번호 매김)
    

    기반=s18 이전 코드 그대로(STYLE_FLAT+lean, A⁗ containment
반영). LLM 이 STRUCTURE 줄들에 번호를 매기고 이름을 전부 번호 참조로 재작성 →
스타일 계약의 no-text 를 "지정 번호 1개만 허용"으로 교체해 nb2 1장 생성.
번호 의미는 아래 범례(한국어=desc_visual 정화본 — 물리·현재형만, 서사/과거
제거).
    

    ① 번호 블록 다이어그램 (nb2/gpt) — ★v10 미니멀: 소속+대략 위치만
지정(장소 요소 전부 유지·주변만 병합, 크기어/형태절 0), 씬-중요 요소 관계
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    ①-2 실외 도면형 번호 다이어그램 (gpt/nb2) — 진짜 도면 어휘(사이트 플랜),
실외 전용(내부 방/구획 절대 금지), 번호 마커 유지; ★v10 미니멀=①과 같은 최소
구조 줄 공유(씬-중요 관계 보호), 뷰=도면~2.5D 축측 허용, 디테일=모델 재량
    

    

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    ② 번호 범례 (num ↔ 요소 — 한국어=desc_visual 정화본: 물리·현재형만,
사건/과거/행위 서사 제거)
    요소왜 중요한가 (KO)공간 사실 (실전송)근거 인용
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    번호요소 (EN)의미 (물리 서술 — desc_visual 정화본)
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    ③ LLM 이 재작성한 STRUCTURE 줄 (실전송 원문)

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    ④ (구) bd 기반 선 스케치 — 기반=numbered_bd_nb2 (사선 매싱 선화, 높낮이/ 층수 가독용; ★구 bd 산출 — 새 bd 기준 아님)

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    ⑤ (구) 스케치 기반 실사 — 기반=numbered_sketch_gpt (④의 산출; ★구 체인)

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    ⑦ [경로 A] ①-2 도면 → 실사 직행 — 기반=numbered_plan_gpt.png

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    ⑧ [경로 B-1] ①-2 도면 → 선 스케치 — 기반=numbered_plan_gpt.png (사선 매싱 선화, 높이 레이어 텍스트 주입)

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    ⑧-2 [경로 B-1 대조] ①-2 nb2 도면 기반 → 선 스케치 — 기반= numbered_plan_nb2.png (같은 프롬프트 계약, 참조 도면만 nb2 산출로 교체)

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    ⑨ [경로 B-2 v2] 스케치 → 실사 — 기반=plan_sketch_gpt.png (⑧의 산출; 실사 프롬프트=씬 원문 전체 분석 저작 — 사는 사람의 삶에 맞는 일상 요소를 LLM 이 추가, 일회성 사건/극적 소품 제외, 빈 무대 복사 금지)

    u

    ⑨-2 [경로 B-2 대조] ⑧-2 gpt 스케치(nb2 도면 기반) → 실사 — 기반=plan_sketch_nb2src_gpt.png (실사 저작 프롬프트=⑨와 동일본 재사용, 참조 스케치만 교체한 변인 격리 A/B)

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    ⑩ [경로 C-1] ① bd(nb2) → 상세 선 스케치 — 기반=numbered_bd_nb2.png (사용자 지시 "조금 더 상세히": 디딤판·난간·파라펫·개구부 프레임·설비 지지대 까지 선으로, 여전히 선화·무텍스트)

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    ⑪ [경로 C-2] ⑩ gpt 스케치 → 실사 — 기반=bd_sketch_gpt.png

    u

    ⑫ [경로 D] ① bd(nb2) → 실사 직행 — 기반=numbered_bd_nb2.png (높이 레이어 색=실제 높이로 번역 지시)

    u

    ⑩-2 [경로 C-1 대조] ① bd gpt → 상세 선 스케치 — 기반= numbered_bd_gpt.png (⑩과 같은 계약, bd 엔진만 교체한 변인 격리 A/B)

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    ⑪-2 [경로 C-2 대조] ⑩-2 gpt 스케치 → 실사 — 기반= bd_sketch_gptsrc_gpt.png (실사 저작=신규: 주변 자유 창작 조항 — 참조의 이웃 박스는 자리 표시자일 뿐, 주변 시설은 모델이 실제 동네답게 채움)

    u

    ⑫-2 [경로 D 대조] ① bd gpt → 실사 직행 — 기반=numbered_bd_gpt.png (실사 저작=신규: 주변 자유 창작 조항 반영)

    u

    ⑬ [경로 E] 무참조 T2I 실사 — 이미지 참조 0, LLM 저작 프롬프트가 구조(v12 미니멀 줄)+실물 룩 전부 담음 (번호/다이어그램 언급 금지, 주변 자유 창작, 시각적 현재 상태만)

    u

    ⑬-2 [경로 E-2] 무참조 T2I 실사, 카메라=측면 45° 상공 — nb2/gpt 각 2장 (전부 같은 저작 프롬프트=변동 확인; 카메라 계약 줄만 교체한 재저작)

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    ⑬-3 계단 수정 i2i — 원본=A(textonly45_photo_nb2_a.png), 편집 계약= "계단만 물리적으로 오를 수 있게 다시 그려라(연속 flight·랜딩 연결·지면 접지·옥상 착지·난간 정합, 녹슨 증축 철계단 성격 유지), 나머지 전부 보존" (사용자 판정: 원본 계단=중간 끊김 등반 불가)

    u

    ⑭-1 [역방향] 실사 → bd — 원본=stairfix_nb2.png (★기존 bd 계약 STYLE_STRUCT_MIN 그대로 재사용, 소스 참조만 구조 줄→첨부 사진으로 치환; 무텍스트, 텍스트 주입 0=이미지 계보만)

    u

    ⑭-2 [역방향] 실사 → fp — 원본=stairfix_nb2.png (사진 배치를 사이트 플랜 도면 어휘로 번역, 실외 전용·무텍스트)

    u

    ⑭-3 [역방향] ⑭-2 fp(gpt) → 선 스케치 — 높이는 도면 단서(개구부 리듬· 계단 런·파라펫)에서 추정 (텍스트 주입 0)

    u

    ⑮-1 카메라 90° 우회전 재작도 — bd, 원본=rev_bd_nb2.png (기존 bd 계약 내용 유지, 노트만 "같은 배치·시야만 시계방향 90° 회전"으로 교체)

    u

    ⑮-2 카메라 90° 우회전 재작도 — fp, 원본=rev_fp_nb2.png (기존 fp 계약 내용 유지, 노트만 교체)

    u

    ⑯ 완전 수직 fp — 원본=stairfix_nb2.png (기존 fp 계약 유지 + ★완전 수직 orthographic 강조: 3D/2.5D/축측 절대 금지, 입면·볼륨 측면 불가시, 순수 평면 기하만)

    u/

    ⑯-2 수직 fp + 원형 알파벳 위치 마커 — 원본=stairfix_nb2.png, gpt i2 1장 (⑯ 계약 유지, no-text→지정 원형 알파벳만 허용; 요소 지칭=번호→ 알파벳 A~P 결정론 재라벨 — 한 글자 26자 판독 용이)

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    ⑥ fp — bd 참조 없음(배치=FACTS 텍스트 SOT, 이미지=드래프팅 스타일 ref 1장만; 무번호·무텍스트·매우 상세)

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