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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

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<!DOCTYPE html>
<html lang="ko">
<head>
<meta charset="UTF-8">
<title>Phase 6 — 4개 유닛 × 7개 방법</title>
<style>
body {
font-family: -apple-system, 'Segoe UI', 'Malgun Gothic', sans-serif;
max-width: 1800px;
margin: 0 auto;
padding: 24px;
line-height: 1.6;
color: #1e293b;
background: #f8fafc;
}
h1 { color: #1e293b; border-bottom: 3px solid #2563eb; padding-bottom: 12px; }
h2 {
color: #1a365d;
background: #e0e7ff;
padding: 10px 16px;
border-radius: 6px;
margin-top: 32px;
}
hr { border: none; border-top: 1px solid #cbd5e1; margin: 24px 0; }
table {
border-collapse: collapse;
width: 100%;
margin: 12px 0 24px;
background: #fff;
box-shadow: 0 2px 6px rgba(0,0,0,0.05);
}
th, td {
border: 1px solid #e2e8f0;
padding: 10px;
text-align: left;
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th {
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text-align: center;
width: 120px;
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td:first-child {
background: #f1f5f9;
font-weight: 600;
text-align: center;
width: 120px;
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td img {
max-width: 260px;
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display: block;
margin: 0 auto 6px;
border: 1px solid #cbd5e1;
border-radius: 4px;
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td br + strong { color: #2563eb; }
</style>
</head>
<body>
<h1>Phase 6 — 4개 유닛 × 7개 방법 통합표</h1>
<p><strong>콘텐츠 4개:</strong>
- 1. (MDX 1) 팝업 — DX와 BIM의 구분 (정답 Frame <strong>18</strong>)
- 2. (MDX 2) 2.2 DX 시행 주체별 기대효과 (정답 Frame <strong>14</strong>)
- 3. (MDX 03) 1. DX 시행을 위한 필수요건 — 기술·사람·자연 (정답 Frame <strong>13</strong>)
- 4. (MDX 03) 2. Process 혁신과 Product 변화 (정답 Frame <strong>29</strong>)</p>
<p><strong>방법 7개</strong>: 키워드 3 + 구조 1 + 의미 3 (청킹+sbert / 청킹+E5 / Cross)</p>
<p>정답 프레임은 ⭐ 표시</p>
<table>
<thead>
<tr>
<th>콘텐츠</th>
<th>TF-IDF</th>
<th>Char 3-gram</th>
<th>Kiwi+BM25</th>
<th>구조 메타</th>
<th>청킹+sbert</th>
<th>청킹+E5</th>
<th>Cross</th>
</tr>
</thead>
<tbody>
<tr>
<td><strong>1. (MDX 1) 팝업 — DX와 BIM의 구분</strong><br>정답 = Frame <strong>18</strong></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<td><strong>1순위</strong></td>
<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong> (91%)<br>BIM과 DX의 이해</td>
<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong> (47%)<br>BIM과 DX의 이해</td>
<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong> (128.9)<br>BIM과 DX의 이해</td>
<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong> (80%)<br>현황 및 문제점</td>
<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong> (83%)<br>BIM과 DX의 이해</td>
<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong> (90%)<br>BIM과 DX의 이해</td>
<td><img alt="24" src="../../data/figma_previews/24.png" /><br><strong>24</strong> (50%)<br>Engn. S/W의 구성 과…</td>
</tr>
<tr>
<td><strong>2순위</strong></td>
<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong> (14%)<br></td>
<td><img alt="22" src="../../data/figma_previews/22.png" /><br><strong>22</strong> (6%)<br>Model에 특화된 Engn…</td>
<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong> (44.0)<br></td>
<td><img alt="01" src="../../data/figma_previews/01.png" /><br><strong>01</strong> (65%)<br></td>
<td><img alt="09" src="../../data/figma_previews/09.png" /><br><strong>09</strong> (76%)<br>시공 전 모델 기반 시공상세…</td>
<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong> (89%)<br></td>
<td><img alt="07" src="../../data/figma_previews/07.png" /><br><strong>07</strong> (50%)<br></td>
</tr>
<tr>
<td><strong>3순위</strong></td>
<td><img alt="24" src="../../data/figma_previews/24.png" /><br><strong>24</strong> (12%)<br>Engn. S/W의 구성 과…</td>
<td><img alt="30" src="../../data/figma_previews/30.png" /><br><strong>30</strong> (5%)<br>산업별 현황</td>
<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong> (33.3)<br>현황 및 문제점</td>
<td><img alt="05" src="../../data/figma_previews/05.png" /><br><strong>05</strong> (60%)<br>보상현황·민원 관리</td>
<td><img alt="25" src="../../data/figma_previews/25.png" /><br><strong>25</strong> (76%)<br>3rd Party</td>
<td><img alt="07" src="../../data/figma_previews/07.png" /><br><strong>07</strong> (89%)<br></td>
<td><img alt="10" src="../../data/figma_previews/10.png" /><br><strong>10</strong> (50%)<br>현장 실효성 증대 위한 **…</td>
</tr>
<tr>
<td><strong>2. (MDX 2) 2.2 DX 시행 주체별 기대효과</strong><br>정답 = Frame <strong>14</strong></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<td><strong>1순위</strong></td>
<td>⭐ <img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (61%)<br></td>
<td>⭐ <img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (20%)<br></td>
<td>⭐ <img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (114.8)<br></td>
<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong> (80%)<br>현황 및 문제점</td>
<td><img alt="07" src="../../data/figma_previews/07.png" /><br><strong>07</strong> (84%)<br></td>
<td><img alt="07" src="../../data/figma_previews/07.png" /><br><strong>07</strong> (88%)<br></td>
<td>⭐ <img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (61%)<br></td>
</tr>
<tr>
<td><strong>2순위</strong></td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (37%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (7%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (67.8)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="01" src="../../data/figma_previews/01.png" /><br><strong>01</strong> (65%)<br></td>
<td><img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong> (74%)<br>BIM과 DX의 이해</td>
<td><img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong> (88%)<br>BIM과 DX의 이해</td>
<td><img alt="23" src="../../data/figma_previews/23.png" /><br><strong>23</strong> (53%)<br>Application S/W…</td>
</tr>
<tr>
<td><strong>3순위</strong></td>
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (19%)<br>좌측 배너 과정 (Proce…</td>
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (6%)<br>좌측 배너 과정 (Proce…</td>
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (59.3)<br>좌측 배너 과정 (Proce…</td>
<td><img alt="05" src="../../data/figma_previews/05.png" /><br><strong>05</strong> (60%)<br>보상현황·민원 관리</td>
<td><img alt="09" src="../../data/figma_previews/09.png" /><br><strong>09</strong> (73%)<br>시공 전 모델 기반 시공상세…</td>
<td><img alt="11" src="../../data/figma_previews/11.png" /><br><strong>11</strong> (87%)<br>시공단계 BIM 모델과 정보…</td>
<td><img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong> (53%)<br>BIM과 DX의 이해</td>
</tr>
<tr>
<td><strong>3. (MDX 03) 1. DX 시행을 위한 필수요건 — 기술·사람·자연</strong><br>정답 = Frame <strong>13</strong></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<td><strong>1순위</strong></td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (56%)<br>정책목표</td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (21%)<br>정책목표</td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (87.2)<br>정책목표</td>
<td><img alt="02" src="../../data/figma_previews/02.png" /><br><strong>02</strong> (17%)<br>Engineering S/W…</td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (76%)<br>정책목표</td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (89%)<br>정책목표</td>
<td>⭐ <img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (51%)<br>필수조건</td>
</tr>
<tr>
<td><strong>2순위</strong></td>
<td>⭐ <img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (30%)<br>필수조건</td>
<td>⭐ <img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (9%)<br>필수조건</td>
<td>⭐ <img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (43.2)<br>필수조건</td>
<td><img alt="04" src="../../data/figma_previews/04.png" /><br><strong>04</strong> (16%)<br>국내</td>
<td>⭐ <img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (72%)<br>필수조건</td>
<td>⭐ <img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (87%)<br>필수조건</td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (50%)<br>정책목표</td>
</tr>
<tr>
<td><strong>3순위</strong></td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (16%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (5%)<br>좌측 배너 과정 (Proce…</td>
<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong> (29.0)<br></td>
<td><img alt="08" src="../../data/figma_previews/08.png" /><br><strong>08</strong> (16%)<br>효율적인 정보의 관리와 활용</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (60%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (86%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong> (50%)<br>현황 및 문제점</td>
</tr>
<tr>
<td><strong>4. (MDX 03) 2. Process 혁신과 Product 변화</strong><br>정답 = Frame <strong>29</strong></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<td><strong>1순위</strong></td>
<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (66%)<br>좌측 배너 과정 (Proce…</td>
<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (30%)<br>좌측 배너 과정 (Proce…</td>
<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (101.6)<br>좌측 배너 과정 (Proce…</td>
<td><img alt="25" src="../../data/figma_previews/25.png" /><br><strong>25</strong> (50%)<br>3rd Party</td>
<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (81%)<br>좌측 배너 과정 (Proce…</td>
<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (90%)<br>좌측 배너 과정 (Proce…</td>
<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong> (59%)<br></td>
</tr>
<tr>
<td><strong>2순위</strong></td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (19%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (8%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (38.5)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="26" src="../../data/figma_previews/26.png" /><br><strong>26</strong> (50%)<br></td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (61%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (86%)<br>건설산업의 목표 (BIM의 …</td>
<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (55%)<br>좌측 배너 과정 (Proce…</td>
</tr>
<tr>
<td><strong>3순위</strong></td>
<td><img alt="09" src="../../data/figma_previews/09.png" /><br><strong>09</strong> (15%)<br>시공 전 모델 기반 시공상세…</td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (5%)<br>정책목표</td>
<td><img alt="07" src="../../data/figma_previews/07.png" /><br><strong>07</strong> (33.4)<br></td>
<td><img alt="02" src="../../data/figma_previews/02.png" /><br><strong>02</strong> (46%)<br>Engineering S/W…</td>
<td><img alt="30" src="../../data/figma_previews/30.png" /><br><strong>30</strong> (59%)<br>산업별 현황</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (86%)<br></td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (52%)<br>건설산업의 목표 (BIM의 …</td>
</tr>
</tbody>
</table>
<hr />
<h2>방법별 1순위 정답 집계</h2>
<table>
<thead>
<tr>
<th>방법</th>
<th>MDX1 팝업(18)</th>
<th>MDX2 2.2(14)</th>
<th>MDX03-1(13)</th>
<th>MDX03-2(29)</th>
<th>정답 합계</th>
</tr>
</thead>
<tbody>
<tr>
<td>TF-IDF</td>
<td>✓</td>
<td>✓</td>
<td>✗</td>
<td>✓</td>
<td><strong>3/4</strong></td>
</tr>
<tr>
<td>Char 3-gram</td>
<td>✓</td>
<td>✓</td>
<td>✗</td>
<td>✓</td>
<td><strong>3/4</strong></td>
</tr>
<tr>
<td>Kiwi+BM25</td>
<td>✓</td>
<td>✓</td>
<td>✗</td>
<td>✓</td>
<td><strong>3/4</strong></td>
</tr>
<tr>
<td>구조 메타</td>
<td>✗</td>
<td>✗</td>
<td>✗</td>
<td>✗</td>
<td><strong>0/4</strong></td>
</tr>
<tr>
<td>청킹+sbert</td>
<td>✓</td>
<td>✗</td>
<td>✗</td>
<td>✓</td>
<td><strong>2/4</strong></td>
</tr>
<tr>
<td>청킹+E5</td>
<td>✓</td>
<td>✗</td>
<td>✗</td>
<td>✓</td>
<td><strong>2/4</strong></td>
</tr>
<tr>
<td>Cross</td>
<td>✗</td>
<td>✓</td>
<td>✓</td>
<td>✗</td>
<td><strong>2/4</strong></td>
</tr>
</tbody>
</table>
</body>
</html>
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