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C.E.L_Slide_test2/tests/matching/INTENT_DIAGNOSTIC_REPORT.html
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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>Structure Intent 진단 (점수 통합 전 검수)</title>
<style>
body {
font-family: -apple-system, 'Segoe UI', 'Malgun Gothic', sans-serif;
max-width: 1800px;
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padding: 24px;
line-height: 1.6;
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margin: 12px 0 24px;
background: #fff;
box-shadow: 0 2px 6px rgba(0,0,0,0.05);
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td br + strong { color: #2563eb; }
</style>
</head>
<body>
<h1>Structure Intent Diagnostic — 점수 통합 전 검수</h1>
<p><strong>목적</strong>: <code>structure_intent</code> 추론이 사람 직관과 맞는지 확인. 맞으면 Phase 24/25 점수에 통합 진입.</p>
<p><strong>범위</strong>: 11 문제 frame 에만 intent 태깅. 나머지 21 frames 은 <code>neutral 0.5</code> 처리.</p>
<p>대상 11 frames: 13, 14, 17, 18, 20, 23, 24, 28, 29, 30, 31</p>
<p><strong>정의된 intent 종류</strong> (10): category_comparison, concept_comparison, industry_comparison, multi_attribute_comparison, persona_benefit, problem_diagnosis, process_product_split, requirement_list, requirement_or_pillar, transformation_story</p>
<h2>MDX01-2 — BIM vs DX 다면 비교</h2>
<ul>
<li><strong>정답 Frame</strong>: <code>18</code></li>
<li><strong>MDX detected_intents</strong>: <code>['concept_comparison', 'multi_attribute_comparison']</code></li>
<li><strong>MDX item_count</strong>: 2</li>
<li><strong>MDX relation_type</strong>: compare</li>
</ul>
<table>
<thead>
<tr>
<th>순위</th>
<th>sid</th>
<th>template_id</th>
<th>frame_intents</th>
<th>compat</th>
<th>비고</th>
</tr>
</thead>
<tbody>
<tr>
<td>1</td>
<td>18</td>
<td>bim_dx_comparison_table</td>
<td>concept_comparison, multi_attribute_comparison</td>
<td><strong>1.00</strong></td>
<td>🎯 정답</td>
</tr>
<tr>
<td>2</td>
<td>23</td>
<td>app_sw_package_vs_solution</td>
<td>concept_comparison, multi_attribute_comparison</td>
<td><strong>1.00</strong></td>
<td></td>
</tr>
<tr>
<td>3</td>
<td>24</td>
<td>engn_sw_three_types</td>
<td>category_comparison, multi_attribute_comparison</td>
<td><strong>1.00</strong></td>
<td></td>
</tr>
<tr>
<td>4</td>
<td>30</td>
<td>industry_current_status_three_</td>
<td>industry_comparison, multi_attribute_comparison</td>
<td><strong>1.00</strong></td>
<td></td>
</tr>
<tr>
<td>5</td>
<td>31</td>
<td>industry_characteristics_three</td>
<td>industry_comparison, multi_attribute_comparison</td>
<td><strong>1.00</strong></td>
<td></td>
</tr>
<tr>
<td>6</td>
<td>21</td>
<td>solution_engn_split_diagram</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>7</td>
<td>25</td>
<td>commercial_sw_four_categories</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>8</td>
<td>26</td>
<td>sw_dependency_four_problems</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>9</td>
<td>19</td>
<td>design_method_distortion_three</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>10</td>
<td>27</td>
<td>bim_adoption_central_split</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>11</td>
<td>12</td>
<td>construction_goals_three_circl</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>12</td>
<td>15</td>
<td>policy_goals_plus_execution_re</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
</tbody>
</table>
<p><strong>하위 5개 (intent 불일치 확인용)</strong>:</p>
<table>
<thead>
<tr>
<th>순위</th>
<th>sid</th>
<th>template_id</th>
<th>frame_intents</th>
<th>compat</th>
</tr>
</thead>
<tbody>
<tr>
<td>28</td>
<td>13</td>
<td>three_parallel_requirements</td>
<td>requirement_list</td>
<td>0.30</td>
</tr>
<tr>
<td>29</td>
<td>20</td>
<td>dx_sw_necessity_three_perspect</td>
<td>requirement_or_pillar</td>
<td>0.30</td>
</tr>
<tr>
<td>30</td>
<td>28</td>
<td>sw_reality_three_emphasis</td>
<td>problem_diagnosis</td>
<td>0.25</td>
</tr>
<tr>
<td>31</td>
<td>17</td>
<td>bim_current_problems_paired</td>
<td>problem_diagnosis</td>
<td>0.25</td>
</tr>
<tr>
<td>32</td>
<td>29</td>
<td>process_product_two_way</td>
<td>process_product_split, transformation_story</td>
<td>0.20</td>
</tr>
</tbody>
</table>
<p><strong>🔎 문제 후보 진단</strong>:</p>
<ul>
<li>Frame 29 <code>process_product_two_way</code>: intent=[process_product_split, transformation_story], compat=0.20 ✓ 낮음 (정상)</li>
</ul>
<hr />
<h2>MDX02 — 주체별 기대효과</h2>
<ul>
<li><strong>정답 Frame</strong>: <code>14</code></li>
<li><strong>MDX detected_intents</strong>: <code>['persona_benefit']</code></li>
<li><strong>MDX item_count</strong>: 3</li>
<li><strong>MDX relation_type</strong>: parallel</li>
</ul>
<table>
<thead>
<tr>
<th>순위</th>
<th>sid</th>
<th>template_id</th>
<th>frame_intents</th>
<th>compat</th>
<th>비고</th>
</tr>
</thead>
<tbody>
<tr>
<td>1</td>
<td>14</td>
<td>three_persona_benefits</td>
<td>persona_benefit</td>
<td><strong>1.00</strong></td>
<td>🎯 정답</td>
</tr>
<tr>
<td>2</td>
<td>21</td>
<td>solution_engn_split_diagram</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>3</td>
<td>25</td>
<td>commercial_sw_four_categories</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>4</td>
<td>26</td>
<td>sw_dependency_four_problems</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>5</td>
<td>19</td>
<td>design_method_distortion_three</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>6</td>
<td>27</td>
<td>bim_adoption_central_split</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>7</td>
<td>12</td>
<td>construction_goals_three_circl</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>8</td>
<td>15</td>
<td>policy_goals_plus_execution_re</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>9</td>
<td>32</td>
<td>policy_achievement_five_goals</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>10</td>
<td>01</td>
<td>sw_development_cycle_six_nodes</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>11</td>
<td>04</td>
<td>domestic_bim_actor_relations</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>12</td>
<td>06</td>
<td>compensation_complaint_map</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
</tbody>
</table>
<p><strong>하위 5개 (intent 불일치 확인용)</strong>:</p>
<table>
<thead>
<tr>
<th>순위</th>
<th>sid</th>
<th>template_id</th>
<th>frame_intents</th>
<th>compat</th>
</tr>
</thead>
<tbody>
<tr>
<td>28</td>
<td>31</td>
<td>industry_characteristics_three</td>
<td>industry_comparison, multi_attribute_comparison</td>
<td>0.40</td>
</tr>
<tr>
<td>29</td>
<td>13</td>
<td>three_parallel_requirements</td>
<td>requirement_list</td>
<td>0.30</td>
</tr>
<tr>
<td>30</td>
<td>29</td>
<td>process_product_two_way</td>
<td>process_product_split, transformation_story</td>
<td>0.30</td>
</tr>
<tr>
<td>31</td>
<td>28</td>
<td>sw_reality_three_emphasis</td>
<td>problem_diagnosis</td>
<td>0.20</td>
</tr>
<tr>
<td>32</td>
<td>17</td>
<td>bim_current_problems_paired</td>
<td>problem_diagnosis</td>
<td>0.20</td>
</tr>
</tbody>
</table>
<p><strong>🔎 문제 후보 진단</strong>:</p>
<ul>
<li>Frame 21 <code>solution_engn_split_diagram</code>: intent=[<em>(미태깅)</em>], compat=0.50 ⚠️ 높음 (문제)</li>
</ul>
<hr />
<h2>MDX03-1 — DX 필수요건 3요소</h2>
<ul>
<li><strong>정답 Frame</strong>: <code>13</code></li>
<li><strong>MDX detected_intents</strong>: <code>['requirement_list']</code></li>
<li><strong>MDX item_count</strong>: 3</li>
<li><strong>MDX relation_type</strong>: parallel</li>
</ul>
<table>
<thead>
<tr>
<th>순위</th>
<th>sid</th>
<th>template_id</th>
<th>frame_intents</th>
<th>compat</th>
<th>비고</th>
</tr>
</thead>
<tbody>
<tr>
<td>1</td>
<td>13</td>
<td>three_parallel_requirements</td>
<td>requirement_list</td>
<td><strong>1.00</strong></td>
<td>🎯 정답</td>
</tr>
<tr>
<td>2</td>
<td>20</td>
<td>dx_sw_necessity_three_perspect</td>
<td>requirement_or_pillar</td>
<td><strong>0.70</strong></td>
<td></td>
</tr>
<tr>
<td>3</td>
<td>21</td>
<td>solution_engn_split_diagram</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>4</td>
<td>25</td>
<td>commercial_sw_four_categories</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>5</td>
<td>26</td>
<td>sw_dependency_four_problems</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>6</td>
<td>19</td>
<td>design_method_distortion_three</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>7</td>
<td>27</td>
<td>bim_adoption_central_split</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>8</td>
<td>12</td>
<td>construction_goals_three_circl</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>9</td>
<td>15</td>
<td>policy_goals_plus_execution_re</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>10</td>
<td>32</td>
<td>policy_achievement_five_goals</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>11</td>
<td>01</td>
<td>sw_development_cycle_six_nodes</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>12</td>
<td>04</td>
<td>domestic_bim_actor_relations</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
</tbody>
</table>
<p><strong>하위 5개 (intent 불일치 확인용)</strong>:</p>
<table>
<thead>
<tr>
<th>순위</th>
<th>sid</th>
<th>template_id</th>
<th>frame_intents</th>
<th>compat</th>
</tr>
</thead>
<tbody>
<tr>
<td>28</td>
<td>30</td>
<td>industry_current_status_three_</td>
<td>industry_comparison, multi_attribute_comparison</td>
<td>0.30</td>
</tr>
<tr>
<td>29</td>
<td>31</td>
<td>industry_characteristics_three</td>
<td>industry_comparison, multi_attribute_comparison</td>
<td>0.30</td>
</tr>
<tr>
<td>30</td>
<td>29</td>
<td>process_product_two_way</td>
<td>process_product_split, transformation_story</td>
<td>0.20</td>
</tr>
<tr>
<td>31</td>
<td>28</td>
<td>sw_reality_three_emphasis</td>
<td>problem_diagnosis</td>
<td>0.15</td>
</tr>
<tr>
<td>32</td>
<td>17</td>
<td>bim_current_problems_paired</td>
<td>problem_diagnosis</td>
<td>0.15</td>
</tr>
</tbody>
</table>
<p><strong>🔎 문제 후보 진단</strong>:</p>
<ul>
<li>Frame 28 <code>sw_reality_three_emphasis</code>: intent=[problem_diagnosis], compat=0.15 ✓ 낮음 (정상)</li>
</ul>
<hr />
<h2>MDX03-2 — 과정/결과 혁신</h2>
<ul>
<li><strong>정답 Frame</strong>: <code>29</code></li>
<li><strong>MDX detected_intents</strong>: <code>['process_product_split', 'transformation_story']</code></li>
<li><strong>MDX item_count</strong>: 2</li>
<li><strong>MDX relation_type</strong>: compare</li>
</ul>
<table>
<thead>
<tr>
<th>순위</th>
<th>sid</th>
<th>template_id</th>
<th>frame_intents</th>
<th>compat</th>
<th>비고</th>
</tr>
</thead>
<tbody>
<tr>
<td>1</td>
<td>29</td>
<td>process_product_two_way</td>
<td>process_product_split, transformation_story</td>
<td><strong>1.00</strong></td>
<td>🎯 정답</td>
</tr>
<tr>
<td>2</td>
<td>21</td>
<td>solution_engn_split_diagram</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>3</td>
<td>25</td>
<td>commercial_sw_four_categories</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>4</td>
<td>26</td>
<td>sw_dependency_four_problems</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>5</td>
<td>19</td>
<td>design_method_distortion_three</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>6</td>
<td>27</td>
<td>bim_adoption_central_split</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>7</td>
<td>12</td>
<td>construction_goals_three_circl</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>8</td>
<td>15</td>
<td>policy_goals_plus_execution_re</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>9</td>
<td>32</td>
<td>policy_achievement_five_goals</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>10</td>
<td>01</td>
<td>sw_development_cycle_six_nodes</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>11</td>
<td>04</td>
<td>domestic_bim_actor_relations</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
<tr>
<td>12</td>
<td>06</td>
<td>compensation_complaint_map</td>
<td><em>(미태깅, neutral)</em></td>
<td>0.50</td>
<td></td>
</tr>
</tbody>
</table>
<p><strong>하위 5개 (intent 불일치 확인용)</strong>:</p>
<table>
<thead>
<tr>
<th>순위</th>
<th>sid</th>
<th>template_id</th>
<th>frame_intents</th>
<th>compat</th>
</tr>
</thead>
<tbody>
<tr>
<td>28</td>
<td>13</td>
<td>three_parallel_requirements</td>
<td>requirement_list</td>
<td>0.20</td>
</tr>
<tr>
<td>29</td>
<td>18</td>
<td>bim_dx_comparison_table</td>
<td>concept_comparison, multi_attribute_comparison</td>
<td>0.20</td>
</tr>
<tr>
<td>30</td>
<td>23</td>
<td>app_sw_package_vs_solution</td>
<td>concept_comparison, multi_attribute_comparison</td>
<td>0.20</td>
</tr>
<tr>
<td>31</td>
<td>28</td>
<td>sw_reality_three_emphasis</td>
<td>problem_diagnosis</td>
<td>0.15</td>
</tr>
<tr>
<td>32</td>
<td>17</td>
<td>bim_current_problems_paired</td>
<td>problem_diagnosis</td>
<td>0.15</td>
</tr>
</tbody>
</table>
<p><strong>🔎 문제 후보 진단</strong>:</p>
<ul>
<li>Frame 18 <code>bim_dx_comparison_table</code>: intent=[concept_comparison, multi_attribute_comparison], compat=0.20 ✓ 낮음 (정상)</li>
</ul>
<hr />
<h2>검수 가이드</h2>
<ol>
<li><strong>정답 Frame 이 상위에 있는가</strong> — compat ≥ 0.8 예상</li>
<li><strong>문제 후보 (MDX01-2×29, MDX03-1×28, MDX03-2×18) 가 0.4 이하인가</strong> — 낮으면 의도대로 intent 가 걸러냄</li>
<li><strong>MDX detected_intents 가 자연스러운가</strong> — AI 추론 결과 검토</li>
<li><strong>미태깅 frame (neutral 0.5) 이 정답보다 위에 오는가</strong> — 있으면 부분 적용 한계 = 추가 태깅 필요</li>
</ol>
<p>모두 통과하면 → Phase 24/25 점수 통합 진입.</p>
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