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>

tests/matching/_add_structure_intent.py

@@ -0,0 +1,66 @@
+"""structure_ontology.yaml 의 11 문제 frame 에 structure_intent list 추가 (1회용).
+
+대상 매핑:
+  13 three_parallel_requirements    → [requirement_list]
+  14 three_persona_benefits         → [persona_benefit]
+  17 bim_current_problems_paired    → [problem_diagnosis]
+  18 bim_dx_comparison_table        → [concept_comparison, multi_attribute_comparison]
+  20 dx_sw_necessity_three_perspectives → [requirement_or_pillar]
+  23 app_sw_package_vs_solution     → [concept_comparison, multi_attribute_comparison]
+  24 engn_sw_three_types            → [category_comparison, multi_attribute_comparison]
+  28 sw_reality_three_emphasis      → [problem_diagnosis]
+  29 process_product_two_way        → [process_product_split, transformation_story]
+  30 industry_current_status_three_col → [industry_comparison, multi_attribute_comparison]
+  31 industry_characteristics_three_col → [industry_comparison, multi_attribute_comparison]
+
+나머지 21 frames: intent 없음 (neutral 0.5 처리 예정).
+"""
+import sys
+import shutil
+from pathlib import Path
+import yaml
+
+sys.path.insert(0, str(Path(__file__).parent))
+HERE = Path(__file__).parent
+
+INTENT_MAP = {
+    '13': ['requirement_list'],
+    '14': ['persona_benefit'],
+    '17': ['problem_diagnosis'],
+    '18': ['concept_comparison', 'multi_attribute_comparison'],
+    '20': ['requirement_or_pillar'],
+    '23': ['concept_comparison', 'multi_attribute_comparison'],
+    '24': ['category_comparison', 'multi_attribute_comparison'],
+    '28': ['problem_diagnosis'],
+    '29': ['process_product_split', 'transformation_story'],
+    '30': ['industry_comparison', 'multi_attribute_comparison'],
+    '31': ['industry_comparison', 'multi_attribute_comparison'],
+}
+
+
+def main():
+    path = HERE / "structure_ontology.yaml"
+    bak = HERE / "structure_ontology.yaml.pre_intent.bak"
+    shutil.copy(path, bak)
+    print(f"[1] 백업: {bak}")
+
+    with open(path, encoding='utf-8') as f:
+        data = yaml.safe_load(f)
+
+    updated = 0
+    for fid, tpl in data.get('templates_v1', {}).items():
+        sid = tpl.get('short_id', '?')
+        if sid in INTENT_MAP:
+            vp = tpl.setdefault('visual_pattern', {})
+            vp['structure_intent'] = INTENT_MAP[sid]
+            updated += 1
+            print(f"    {sid} {tpl['template_id']}: {INTENT_MAP[sid]}")
+
+    with open(path, 'w', encoding='utf-8') as f:
+        yaml.safe_dump(data, f, allow_unicode=True, sort_keys=False, width=120)
+
+    print(f"[2] 저장 완료: {updated} frame 갱신")
+
+
+if __name__ == "__main__":
+    main()