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refactor(docs): code analysis engine
stats: lines: "+148/-374 (net -226)" files: 4 complexity: "Stable complexity"
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‎CHANGELOG.md‎

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## [Unreleased]
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## [0.5.98] - 2026-03-26
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### Docs
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- Update context.md
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- Update project/README.md
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- Update project/context.md
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### Other
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- Update analysis.toon.yaml
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- Update batch_1/analysis.toon.yaml
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- Update project/analysis.toon.yaml
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- Update project/batch_1/analysis.toon.yaml
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- Update project/root/analysis.toon.yaml
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- Update root/analysis.toon.yaml
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## [0.5.97] - 2026-03-26
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### Docs

‎VERSION‎

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0.5.97
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0.5.98

‎analysis.toon.yaml‎

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# code2llm | 113f 21404L | python:108,shell:4,php:1 | 2026-03-26
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# CC̄=4.6 | critical:10/931 | dups:0 | cycles:0
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# code2llm | 113f 21502L | python:108,shell:4,php:1 | 2026-03-26
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# CC̄=4.6 | critical:11/934 | dups:0 | cycles:0
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HEALTH[10]:
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HEALTH[11]:
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🟡 CC _process_functions CC=34 (limit:15)
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🟡 CC export_to_yaml CC=25 (limit:15)
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🟡 CC export_flow_detailed CC=25 (limit:15)
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🟡 CC main CC=17 (limit:15)
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🟡 CC analyze_ruby CC=17 (limit:15)
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🟡 CC _export_mermaid CC=16 (limit:15)
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🟡 CC _build_prompt_footer CC=16 (limit:15)
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🟡 CC extract_calls_regex CC=16 (limit:15)
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🟡 CC validate_chunked_output CC=15 (limit:15)
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REFACTOR[1]:
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1. split 10 high-CC methods (CC>15)
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1. split 11 high-CC methods (CC>15)
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PIPELINES[637]:
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PIPELINES[638]:
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[1] Src [read_readme]: read_readme
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PURITY: 100% pure
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[2] Src [save_report]: save_report
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[2] Src [run_benchmark]: run_benchmark → load_previous
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PURITY: 100% pure
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[3] Src [run_benchmark]: run_benchmark → load_previous
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[3] Src [save_report]: save_report
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PURITY: 100% pure
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[4] Src [main]: main → load_file → is_toon_file
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PURITY: 100% pure
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[5] Src [main]: main → create_html → get_shield_url
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[5] Src [__init__]: __init__
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PURITY: 100% pure
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LAYERS:
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code2llm/ CC̄=4.8 ←in:0 →out:5
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│ !! index_generator 790L 1C 7m CC=5 ←0
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│ !! mermaid_exporter 637L 1C 18m CC=25 ←0
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│ !! mermaid_exporter 628L 1C 19m CC=25 ←0
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│ !! project_yaml_exporter 513L 1C 18m CC=13 ←0
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│ !! pipeline_detector 506L 3C 18m CC=13 ←0
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│ !! html_dashboard 504L 1C 14m CC=7 ←0
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│ !! metrics 501L 1C 27m CC=12 ←0
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│ readme_exporter 493L 1C 7m CC=13 ←0
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│ readme_exporter 496L 1C 7m CC=13 ←0
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│ large_repo 488L 2C 20m CC=9 ←1
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│ mermaid 485L 0C 16m CC=13 ←1
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│ llm_flow 472L 1C 24m CC=14 ←0
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│ evolution_exporter 471L 1C 17m CC=11 ←0
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│ renderer 471L 1C 26m CC=11 ←0
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│ !! prompt 464L 0C 17m CC=16 ←1
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│ !! map_exporter 435L 1C 21m CC=25 ←4
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│ file_analyzer 398L 1C 17m CC=12 ←0
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│ flow_exporter 391L 1C 14m CC=10 ←0
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│ pipeline 388L 3C 20m CC=10 ←0
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│ prompt 383L 0C 16m CC=13 ←1
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│ !! base 370L 0C 9m CC=34 ←8
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│ analyzer 333L 1C 9m CC=14 ←0
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│ entity_resolution 326L 3C 16m CC=13 ←0
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│ type_inference 321L 1C 19m CC=9 ←0
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│ intent_matching 297L 3C 15m CC=7 ←0
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│ cfg 293L 1C 17m CC=5 ←0
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│ !! formats 287L 0C 12m CC=16 ←3
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│ data_analysis 286L 1C 18m CC=14 ←0
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│ llm_task 284L 0C 15m CC=14 ←0
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│ cli_parser 277L 0C 1m CC=1 ←1
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│ !! formats 271L 0C 11m CC=16 ←3
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│ toon_size_manager 265L 0C 8m CC=10 ←1
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│ context_exporter 248L 1C 15m CC=10 ←0
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│ dfg 224L 1C 12m CC=7 ←0
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│ module_detail 162L 1C 9m CC=7 ←0
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│ toon_view 157L 1C 9m CC=6 ←0
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│ prompt_engine 150L 1C 7m CC=12 ←0
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│ orchestrator 149L 0C 5m CC=11 ←1
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│ toon_parser 147L 0C 10m CC=8 ←1
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│ orchestrator 142L 0C 5m CC=11 ←1
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│ context_view 140L 1C 8m CC=11 ←0
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│ gitignore 139L 1C 6m CC=10 ←2
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│ !! ruby 135L 0C 2m CC=17 ←1

‎batch_1/analysis.toon.yaml‎

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# code2llm | 113f 21404L | python:105,shell:2,php:1 | 2026-03-26
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# CC̄=4.6 | critical:10/931 | dups:0 | cycles:0
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# code2llm | 113f 21502L | python:105,shell:2,php:1 | 2026-03-26
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# CC̄=4.6 | critical:11/934 | dups:0 | cycles:0
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HEALTH[10]:
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HEALTH[11]:
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🟡 CC main CC=17 (limit:15)
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🟡 CC validate_chunked_output CC=15 (limit:15)
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🟡 CC export_to_yaml CC=25 (limit:15)
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🟡 CC export_flow_compact CC=23 (limit:15)
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🟡 CC export_flow_detailed CC=25 (limit:15)
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🟡 CC export_flow_full CC=23 (limit:15)
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🟡 CC _build_prompt_footer CC=16 (limit:15)
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🟡 CC _export_mermaid CC=16 (limit:15)
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🟡 CC extract_calls_regex CC=16 (limit:15)
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🟡 CC _process_functions CC=34 (limit:15)
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🟡 CC analyze_ruby CC=17 (limit:15)
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REFACTOR[1]:
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1. split 10 high-CC methods (CC>15)
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1. split 11 high-CC methods (CC>15)
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PIPELINES[637]:
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[1] Src [run_benchmark]: run_benchmark → load_previous
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PIPELINES[638]:
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[1] Src [read_readme]: read_readme
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PURITY: 100% pure
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[2] Src [main]: main → load_file → is_toon_file
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[2] Src [run_benchmark]: run_benchmark → load_previous
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PURITY: 100% pure
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[3] Src [save_report]: save_report
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PURITY: 100% pure
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[4] Src [read_readme]: read_readme
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[4] Src [main]: main → load_file → is_toon_file
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PURITY: 100% pure
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[5] Src [__init__]: __init__
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PURITY: 100% pure
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LAYERS:
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code2llm/ CC̄=4.8 ←in:0 →out:5
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│ !! index_generator 790L 1C 7m CC=5 ←0
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│ !! mermaid_exporter 637L 1C 18m CC=25 ←0
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│ !! mermaid_exporter 628L 1C 19m CC=25 ←0
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│ !! project_yaml_exporter 513L 1C 18m CC=13 ←0
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│ !! pipeline_detector 506L 3C 18m CC=13 ←0
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│ !! html_dashboard 504L 1C 14m CC=7 ←0
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│ !! metrics 501L 1C 27m CC=12 ←0
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│ readme_exporter 493L 1C 7m CC=13 ←0
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│ readme_exporter 496L 1C 7m CC=13 ←0
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│ large_repo 488L 2C 20m CC=9 ←1
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│ mermaid 485L 0C 16m CC=13 ←1
4243
│ llm_flow 472L 1C 24m CC=14 ←0
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│ evolution_exporter 471L 1C 17m CC=11 ←0
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│ renderer 471L 1C 26m CC=11 ←0
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│ !! prompt 464L 0C 17m CC=16 ←1
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│ !! map_exporter 435L 1C 21m CC=25 ←4
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│ file_analyzer 398L 1C 17m CC=12 ←0
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│ flow_exporter 391L 1C 14m CC=10 ←0
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│ pipeline 388L 3C 20m CC=10 ←0
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│ prompt 383L 0C 16m CC=13 ←1
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│ !! base 370L 0C 9m CC=34 ←8
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│ analyzer 333L 1C 9m CC=14 ←0
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│ entity_resolution 326L 3C 16m CC=13 ←0
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│ type_inference 321L 1C 19m CC=9 ←0
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│ intent_matching 297L 3C 15m CC=7 ←0
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│ cfg 293L 1C 17m CC=5 ←0
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│ !! formats 287L 0C 12m CC=16 ←3
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│ data_analysis 286L 1C 18m CC=14 ←0
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│ llm_task 284L 0C 15m CC=14 ←0
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│ cli_parser 277L 0C 1m CC=1 ←1
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│ !! formats 271L 0C 11m CC=16 ←3
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│ toon_size_manager 265L 0C 8m CC=10 ←1
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│ context_exporter 248L 1C 15m CC=10 ←0
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│ dfg 224L 1C 12m CC=7 ←0
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│ module_detail 162L 1C 9m CC=7 ←0
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│ toon_view 157L 1C 9m CC=6 ←0
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│ prompt_engine 150L 1C 7m CC=12 ←0
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│ orchestrator 149L 0C 5m CC=11 ←1
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│ toon_parser 147L 0C 10m CC=8 ←1
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│ orchestrator 142L 0C 5m CC=11 ←1
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│ context_view 140L 1C 8m CC=11 ←0
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│ gitignore 139L 1C 6m CC=10 ←2
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│ !! ruby 135L 0C 2m CC=17 ←1

‎code2llm/__init__.py‎

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and entity resolution with multilingual support.
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"""
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__version__ = "0.5.97"
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__version__ = "0.5.98"
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__author__ = "STTS Project"
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# Core analysis components (lightweight, always needed)

‎code2llm/nlp/__init__.py‎

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with multilingual support and fuzzy matching.
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"""
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__version__ = "0.5.97"
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__version__ = "0.5.98"
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from .pipeline import NLPPipeline
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from .normalization import QueryNormalizer

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