Kyeongmin/C.E.L_Slide_test2

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KyeongminandClaude Opus 4.8 b836e79ee1 wip: phase_z2 evidence 파이프라인 + matching 실험(phase2~26) + 프론트 trace 패널 진행분 스냅샷

- src: phase_z2 composition/mapper/pipeline/placement_planner/retry, ai_fallback(prompts/schema/validate), mdx_text_atoms 신규
- Front: PipelineTracePanel 신규, FramePanel/SlideCanvas/Home/designAgentApi 등 갱신 + 테스트 4종 추가
- templates/phase_z2: catalog(component_expansion_registry, node_slot_mapping 신규), frames, families, slide_base 갱신
- tests/matching: phase2~26 매칭 실험 스크립트·리포트·온톨로지 전체 (미커밋 진행분)
- tests: b4_v4 evidence, task5~28.5 시리즈, regression(imp95 baseline) 등 신규 테스트 대량 추가
- docs/reference: MDX 구조 인벤토리, MDX→Frame 구조 계약 문서
- scripts: mdx 계약/parity/coverage/viewport 체크, gitea comment, run sync 유틸
- .gitignore: tmp*.json, chromedriver, .orchestrator, *.pkl, Front_test* 등 임시/스냅샷 제외

미완성 작업의 보존용 스냅샷 커밋 (2026-07-02)

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

2026-07-02 17:03:42 +09:00

16 KiB

Raw Blame History

Priority 5 + 추가 샘플 7개 검토 (r3)

키워드 튜닝 후 재라벨링. 각 프레임에 r2 → r3 변화 표시. 추가 샘플은 r2 에서 의심스러웠던 카테고리 (stakeholder_roles, comparative_matrix, goal_axes, process_steps, persona_benefit) 에서 선별.

r2 → r3 primary 변경 요약

content_affinity primary 변경: 5/32 프레임
structure_intent primary 변경: 0/32 프레임

content_affinity primary 변경 (전체)

Frame	r2	→	r3
01	`comparative_matrix`	→	`interrelation`
03	`stakeholder_roles`	→	`policy_requirements`
04	`stakeholder_roles`	→	`policy_requirements`
05	`concept_definition`	→	`policy_requirements`
31	`capability_requirements`	→	`policy_requirements`

Priority 5

[Priority] Frame 03 — 국외 BIM 수행 현황

layout: list-numbered-4 (original: list-numbered)
relation_type / cardinality.ideal: parallel / 4

r2 → r3

축	r2	r3	변경
content_affinity	`stakeholder_roles`	`policy_requirements`	✓
structure_intent	`multi_parallel`	`multi_parallel`	—

r3 content_affinity: `policy_requirements`

evidence: source=keyword_match, rule='국외' 등 키워드가 policy_requirements 를 가리킴, conf=0.95
blocked: ['capability_requirements', 'concept_comparison', 'process_steps']

r3 structure_intent: `multi_parallel`

evidence: source=content_or_structure, rule=4개 병렬, conf=0.75

alternative_patterns (4)

bullet-cards (1.0, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 1.0)
list-stacked (1.0, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 1.0)
side-card (0.88, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.88)
definition-list (0.82, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.82)

[Priority] Frame 11 — 시공단계 BIM 모델·정보 활용 구분

layout: cards-3-category (original: 3-category)
relation_type / cardinality.ideal: parallel / 3

r2 → r3

축	r2	r3	변경
content_affinity	`concept_definition`	`concept_definition`	—
structure_intent	`multi_parallel`	`multi_parallel`	—

r3 content_affinity: `concept_definition`

secondary: comparative_matrix
evidence: source=keyword_match, rule='분류' 등 키워드가 concept_definition 를 가리킴, conf=0.8
blocked: ['persona_benefit', 'capability_requirements', 'concept_comparison', 'process_steps']

r3 structure_intent: `multi_parallel`

secondary: matrix_coverage
evidence: source=content_or_structure, rule=카드 3열, conf=0.75

alternative_patterns (5)

3-section (1.0, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 1.0)
3-emphasis (0.85, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.85)
3col-parallel (0.72, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.72)
3col-cards (0.65, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.65)
3col-compare (0.65, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.65)

[Priority] Frame 12 — 건설산업의 목표 (BIM의 목적)

layout: cycle-3way-intersection (original: cycle-3way)
relation_type / cardinality.ideal: parallel / 3

r2 → r3

축	r2	r3	변경
content_affinity	`interrelation`	`interrelation`	—
structure_intent	`cycle_interrelation`	`cycle_interrelation`	—

r3 content_affinity: `interrelation`

secondary: goal_axes
evidence: source=keyword_match, rule='조화' 등 키워드가 interrelation 를 가리킴, conf=0.95
blocked: ['persona_benefit', 'capability_requirements', 'process_steps']

r3 structure_intent: `cycle_interrelation`

secondary: hierarchy, multi_parallel
evidence: source=content_or_structure, rule=조화, conf=0.95

alternative_patterns (2)

3col-parallel (0.7, manual_seed): 3개 요소를 순환 대신 평면 병렬 나열로 표현하는 대안
circular-nodes (0.6, manual_seed): N개 요소를 radial 로 배치하는 대안

[Priority] Frame 20 — 디지털 전환(DX)은 S/W가 필수다

layout: cards-3-header (original: 3col-cards)
relation_type / cardinality.ideal: parallel / 3

r2 → r3

축	r2	r3	변경
content_affinity	`capability_requirements`	`capability_requirements`	—
structure_intent	`multi_parallel`	`multi_parallel`	—

r3 content_affinity: `capability_requirements`

secondary: before_after_change
evidence: source=keyword_match, rule='필수' 등 키워드가 capability_requirements 를 가리킴, conf=0.85
blocked: ['concept_comparison', 'comparative_matrix', 'concept_definition', 'process_steps']

r3 structure_intent: `multi_parallel`

secondary: state_transition
evidence: source=content_or_structure, rule=3관점, conf=0.8

alternative_patterns (5)

persona-3col (1.0, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 1.0)
3col-parallel (0.78, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.78)
3col-compare (0.69, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.69)
table-3col (0.62, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.62)
compare-rows (0.24, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.24)

[Priority] Frame 29 — Process/Product 혁신

layout: banner-top-2col-bottom (original: compare-2banner-top-2col-bottom)
relation_type / cardinality.ideal: compare / 2

r2 → r3

축	r2	r3	변경
content_affinity	`before_after_change`	`before_after_change`	—
structure_intent	`state_transition`	`state_transition`	—

r3 content_affinity: `before_after_change`

secondary: concept_comparison, comparative_matrix
evidence: source=keyword_match, rule='AS-IS' 등 키워드가 before_after_change 를 가리킴, conf=0.95
blocked: ['process_steps']

r3 structure_intent: `state_transition`

secondary: binary_compare
evidence: source=content_or_structure, rule=AS-IS, conf=0.95

alternative_patterns (5)

compare-2col (1.0, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 1.0)
table-2col (0.98, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.98)
2col-paired (0.86, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.86)
2-boxes (0.54, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.54)
central-split (0.52, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.52)

추가 샘플 (r2 의심 프레임)

[Sample] Frame 01 — S/W 개발 방향 순환도

layout: circular-nodes-6 (original: circular-nodes)
relation_type / cardinality.ideal: parallel / 6

r2 → r3

축	r2	r3	변경
content_affinity	`comparative_matrix`	`interrelation`	✓
structure_intent	`cycle_interrelation`	`cycle_interrelation`	—

r3 content_affinity: `interrelation`

secondary: comparative_matrix, goal_axes
evidence: source=keyword_match, rule='순환' 등 키워드가 interrelation 를 가리킴, conf=0.85
blocked: ['concept_comparison', 'capability_requirements', 'concept_definition', 'process_steps']

r3 structure_intent: `cycle_interrelation`

secondary: matrix_coverage, state_transition
evidence: source=content_or_structure, rule=순환, conf=0.7

alternative_patterns (0)

[Sample] Frame 04 — 국내 BIM 수행 관계도

layout: quadrilateral-relations (original: diagram-labels)
relation_type / cardinality.ideal: hierarchy / 4

r2 → r3

축	r2	r3	변경
content_affinity	`stakeholder_roles`	`policy_requirements`	✓
structure_intent	`hierarchy`	`hierarchy`	—

r3 content_affinity: `policy_requirements`

secondary: interrelation
evidence: source=keyword_match, rule='국내' 등 키워드가 policy_requirements 를 가리킴, conf=0.7
blocked: ['capability_requirements', 'process_steps']

r3 structure_intent: `hierarchy`

evidence: source=content_or_structure, rule=중앙, conf=0.65

alternative_patterns (0)

[Sample] Frame 13 — 필수조건

layout: 3-column (original: 3col-parallel)
relation_type / cardinality.ideal: parallel / 3

r2 → r3

축	r2	r3	변경
content_affinity	`comparative_matrix`	`comparative_matrix`	—
structure_intent	`multi_parallel`	`multi_parallel`	—

r3 content_affinity: `comparative_matrix`

secondary: capability_requirements
evidence: source=keyword_match, rule='축' 등 키워드가 comparative_matrix 를 가리킴, conf=0.7
blocked: ['concept_comparison', 'process_steps']

r3 structure_intent: `multi_parallel`

evidence: source=content_or_structure, rule=3개 병렬, conf=0.8

alternative_patterns (5)

persona-3col (1.0, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 1.0)
3col-cards (0.75, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.75)
3col-compare (0.71, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.71)
table-3col (0.6, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.6)
3-section (0.31, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.31)

[Sample] Frame 14 — 주체별 기대효과

layout: persona-3col (original: persona-3col)
relation_type / cardinality.ideal: parallel / 3

r2 → r3

축	r2	r3	변경
content_affinity	`persona_benefit`	`persona_benefit`	—
structure_intent	`persona_mapping`	`persona_mapping`	—

r3 content_affinity: `persona_benefit`

secondary: goal_axes, stakeholder_roles
evidence: source=keyword_match, rule='발주자' 등 키워드가 persona_benefit 를 가리킴, conf=0.95
blocked: ['concept_comparison', 'process_steps']

r3 structure_intent: `persona_mapping`

secondary: matrix_coverage, multi_parallel
evidence: source=content_or_structure, rule=주체별, conf=0.8

alternative_patterns (5)

3col-parallel (1.0, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 1.0)
3col-cards (0.95, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.95)
table-3col (0.93, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.93)
3col-compare (0.8, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.8)
compare-rows (0.33, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.33)

[Sample] Frame 19 — 설계방식 왜곡 (엔지니어 → 기능인)

layout: cards-3-compare (original: 3col-compare)
relation_type / cardinality.ideal: compare / 3

r2 → r3

축	r2	r3	변경
content_affinity	`stakeholder_roles`	`stakeholder_roles`	—
structure_intent	`singleton_emphasis`	`singleton_emphasis`	—

r3 content_affinity: `stakeholder_roles`

secondary: comparative_matrix
evidence: source=keyword_match, rule='역할' 등 키워드가 stakeholder_roles 를 가리킴, conf=0.7
blocked: ['concept_comparison', 'process_steps']

r3 structure_intent: `singleton_emphasis`

secondary: binary_compare, multi_parallel
evidence: source=content_or_structure, rule=문제, conf=0.85

alternative_patterns (5)

persona-3col (1.0, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 1.0)
3col-parallel (0.75, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.75)
3col-cards (0.7, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.7)
table-3col (0.65, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.65)
compare-rows (0.28, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.28)

[Sample] Frame 22 — Model에 특화된 Engn. S/W

layout: split-panel-numbered (original: split-panel-numbered)
relation_type / cardinality.ideal: parallel / 3

r2 → r3

축	r2	r3	변경
content_affinity	`process_steps`	`process_steps`	—
structure_intent	`singleton_emphasis`	`singleton_emphasis`	—

r3 content_affinity: `process_steps`

evidence: source=layout_default, rule=layout → 기본 affinity, conf=0.6
blocked: ['concept_comparison', 'capability_requirements', 'concept_definition', 'process_steps']

r3 structure_intent: `singleton_emphasis`

secondary: multi_parallel
evidence: source=content_or_structure, rule=강조, conf=0.65

alternative_patterns (5)

bullet-cards (1.0, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 1.0)
list-numbered (1.0, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 1.0)
list-stacked (1.0, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 1.0)
side-card (0.88, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.88)
definition-list (0.82, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.82)

[Sample] Frame 28 — 현존 상용 S/W의 현실

layout: title-plus-3-emphasis (original: 3-emphasis)
relation_type / cardinality.ideal: parallel / 3

r2 → r3

축	r2	r3	변경
content_affinity	`goal_axes`	`goal_axes`	—
structure_intent	`singleton_emphasis`	`singleton_emphasis`	—

r3 content_affinity: `goal_axes`

secondary: singleton_emphasis
evidence: source=layout_default, rule=layout → 기본 affinity, conf=0.6
blocked: ['process_steps']

r3 structure_intent: `singleton_emphasis`

secondary: multi_parallel
evidence: source=content_or_structure, rule=강조, conf=0.95

alternative_patterns (5)

3-section (1.0, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 1.0)
3-category (0.9, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.9)
3col-parallel (0.71, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.71)
3col-cards (0.64, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.64)
3col-compare (0.64, derived_from_COMPAT): _COMPAT 공통 호환 mdx_layout 집합 기반 파생 (정규화 0.64)

16 KiB Raw Blame History

Priority 5 + 추가 샘플 7개 검토 (r3)

r2 → r3 primary 변경 요약

content_affinity primary 변경 (전체)

Priority 5

[Priority] Frame 03 — 국외 BIM 수행 현황

r2 → r3

r3 content_affinity: policy_requirements

r3 structure_intent: multi_parallel

alternative_patterns (4)

[Priority] Frame 11 — 시공단계 BIM 모델·정보 활용 구분

r2 → r3

r3 content_affinity: concept_definition

r3 structure_intent: multi_parallel

alternative_patterns (5)

[Priority] Frame 12 — 건설산업의 목표 (BIM의 목적)

r2 → r3

r3 content_affinity: interrelation

r3 structure_intent: cycle_interrelation

alternative_patterns (2)

[Priority] Frame 20 — 디지털 전환(DX)은 S/W가 필수다

r2 → r3

r3 content_affinity: capability_requirements

r3 structure_intent: multi_parallel

alternative_patterns (5)

[Priority] Frame 29 — Process/Product 혁신

r2 → r3

r3 content_affinity: before_after_change

r3 structure_intent: state_transition

alternative_patterns (5)

추가 샘플 (r2 의심 프레임)

[Sample] Frame 01 — S/W 개발 방향 순환도

r2 → r3

r3 content_affinity: interrelation

r3 structure_intent: cycle_interrelation

alternative_patterns (0)

[Sample] Frame 04 — 국내 BIM 수행 관계도

r2 → r3

r3 content_affinity: policy_requirements

r3 structure_intent: hierarchy

alternative_patterns (0)

[Sample] Frame 13 — 필수조건

r2 → r3

r3 content_affinity: comparative_matrix

r3 structure_intent: multi_parallel

alternative_patterns (5)

[Sample] Frame 14 — 주체별 기대효과

r2 → r3

r3 content_affinity: persona_benefit

r3 structure_intent: persona_mapping

alternative_patterns (5)

[Sample] Frame 19 — 설계방식 왜곡 (엔지니어 → 기능인)

r2 → r3

r3 content_affinity: stakeholder_roles

r3 structure_intent: singleton_emphasis

alternative_patterns (5)

[Sample] Frame 22 — Model에 특화된 Engn. S/W

r2 → r3

r3 content_affinity: process_steps

r3 structure_intent: singleton_emphasis

alternative_patterns (5)

[Sample] Frame 28 — 현존 상용 S/W의 현실

r2 → r3

r3 content_affinity: goal_axes

r3 structure_intent: singleton_emphasis

alternative_patterns (5)

16 KiB

Raw Blame History

r3 content_affinity: `policy_requirements`

r3 structure_intent: `multi_parallel`

r3 content_affinity: `concept_definition`

r3 structure_intent: `multi_parallel`

r3 content_affinity: `interrelation`

r3 structure_intent: `cycle_interrelation`

r3 content_affinity: `capability_requirements`

r3 structure_intent: `multi_parallel`

r3 content_affinity: `before_after_change`

r3 structure_intent: `state_transition`

r3 content_affinity: `interrelation`

r3 structure_intent: `cycle_interrelation`

r3 content_affinity: `policy_requirements`

r3 structure_intent: `hierarchy`

r3 content_affinity: `comparative_matrix`

r3 structure_intent: `multi_parallel`

r3 content_affinity: `persona_benefit`

r3 structure_intent: `persona_mapping`

r3 content_affinity: `stakeholder_roles`

r3 structure_intent: `singleton_emphasis`

r3 content_affinity: `process_steps`

r3 structure_intent: `singleton_emphasis`

r3 content_affinity: `goal_axes`

r3 structure_intent: `singleton_emphasis`