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fix(docs): add markdown output and commit messages
Statistics: 42 files changed, 6928 insertions, 5613 deletions Summary: - Dirs: project=23, .=5, code2llm=5, tests=4, batch_1=1, code2llm_part2=1 - Exts: .yaml=18, .py=8, .md=6, .mmd=3, .png=3, .html=1 - A/M/D: 6/34/2 - Added: examples/docker-doql-example/DEPENDENCY_ANALYSIS.md, project/code2llm/analysis.toon.yaml, project/code2llm_part2/analysis.toon.yaml, tests/test_cache_invalidation_e2e.py, tests/test_declarative_collection.py, tests/test_file_analyzer_tagging.py - Deleted: analysis.toon.yaml, evolution.toon.yaml - Symbols: test_all_extensions_includes_declarative, class setup__read_version, test_stale_export_removed, test_all_filenames_includes_dockerfile_and_makefile, test_run_hash_stable_when_nothing_changes Added files: - examples/docker-doql-example/DEPENDENCY_ANALYSIS.md (+97/-0) - project/code2llm/analysis.toon.yaml (+241/-0) - project/code2llm_part2/analysis.toon.yaml (+241/-0) - tests/test_cache_invalidation_e2e.py (+113/-0) - tests/test_declarative_collection.py (+204/-0) - tests/test_file_analyzer_tagging.py (+69/-0) Modified files: - README.md (+12/-14) - batch_1/analysis.toon.yaml (+62/-57) - code2llm/analysis.toon.yaml (+27/-27) - code2llm/core/analyzer.py (+45/-11) - code2llm/core/config.py (+71/-2) - code2llm/core/file_analyzer.py (+10/-0) - code2llm/core/persistent_cache.py (+127/-14) - code2llm_part2/analysis.toon.yaml (+32/-34) - context.md (+59/-60) - docs/README.md (+325/-301) - project/README.md (+4/-4) - project/analysis.toon.yaml (+61/-57) - project/batch_1/analysis.toon.yaml (+167/-99) - project/calls.mmd (+472/-453) - project/calls.png (+0/-0) - project/calls.toon.yaml (+56/-67) - project/calls.yaml (+3117/-3132) - project/compact_flow.mmd (+12/-9) - project/compact_flow.png (+0/-0) - project/context.md (+118/-125) - ... and 14 more Deleted files: - analysis.toon.yaml (+0/-300) - evolution.toon.yaml (+0/-44) Implementation notes (heuristics): - Type inferred from file paths + diff keywords + add/delete ratio - Scope prefers 'goal' when goal/* is touched; otherwise based on top-level dirs - For <=6 files: generate short per-file notes from added lines (defs/classes/click options/headings) - A/M/D derived from git name-status; per-file +X/-X from git numstat
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‎CHANGELOG.md‎

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## [Unreleased]
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## [0.5.143] - 2026-04-21
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### Docs
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- Update README.md
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- Update context.md
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- Update docs/README.md
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- Update examples/docker-doql-example/DEPENDENCY_ANALYSIS.md
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- Update project/README.md
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- Update project/context.md
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### Test
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- Update tests/test_cache_invalidation_e2e.py
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- Update tests/test_declarative_collection.py
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- Update tests/test_file_analyzer_tagging.py
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- Update tests/test_persistent_cache.py
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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 code2llm/analysis.toon.yaml
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- Update code2llm/core/analyzer.py
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- Update code2llm/core/config.py
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- Update code2llm/core/file_analyzer.py
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- Update code2llm/core/persistent_cache.py
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- Update code2llm_part2/analysis.toon.yaml
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- Update evolution.toon.yaml
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- Update project/analysis.toon.yaml
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- ... and 22 more files
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## [0.5.142] - 2026-04-21
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### Docs

‎README.md‎

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## AI Cost Tracking
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![PyPI](https://img.shields.io/badge/pypi-costs-blue) ![Version](https://img.shields.io/badge/version-0.5.142-blue) ![Python](https://img.shields.io/badge/python-3.9+-blue) ![License](https://img.shields.io/badge/license-Apache--2.0-green)
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![AI Cost](https://img.shields.io/badge/AI%20Cost-$7.50-orange) ![Human Time](https://img.shields.io/badge/Human%20Time-66.9h-blue) ![Model](https://img.shields.io/badge/Model-openrouter%2Fqwen%2Fqwen3--coder--next-lightgrey)
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![PyPI](https://img.shields.io/badge/pypi-costs-blue) ![Version](https://img.shields.io/badge/version-0.5.143-blue) ![Python](https://img.shields.io/badge/python-3.9+-blue) ![License](https://img.shields.io/badge/license-Apache--2.0-green)
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![AI Cost](https://img.shields.io/badge/AI%20Cost-$7.50-orange) ![Human Time](https://img.shields.io/badge/Human%20Time-69.7h-blue) ![Model](https://img.shields.io/badge/Model-openrouter%2Fqwen%2Fqwen3--coder--next-lightgrey)
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- 🤖 **LLM usage:** $7.5000 (190 commits)
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- 👤 **Human dev:** ~$6690 (66.9h @ $100/h, 30min dedup)
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- 🤖 **LLM usage:** $7.5000 (195 commits)
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- 👤 **Human dev:** ~$6974 (69.7h @ $100/h, 30min dedup)
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Generated on 2026-04-20 using [openrouter/qwen/qwen3-coder-next](https://openrouter.ai/qwen/qwen3-coder-next)
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Generated on 2026-04-21 using [openrouter/qwen/qwen3-coder-next](https://openrouter.ai/qwen/qwen3-coder-next)
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---
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This directory contains the complete analysis of your project generated by `code2llm`. Each file serves a specific purpose for understanding, refactoring, and documenting your codebase.
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## 📁 Generated Files Overview
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| File | Format | Purpose | Key Insights |
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|------|--------|---------|--------------|
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| `evolution.toon.yaml` | **YAML** | **📋 Refactoring queue** - Prioritized improvements | 0 refactoring actions needed |
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| `map.toon.yaml` | **YAML** | **🗺️ Structural map + project header** - Modules, imports, exports, signatures, stats, alerts, hotspots, trend | Project architecture overview |
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### 🤖 LLM-Ready Documentation
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---
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**Generated by**: `code2llm ./ -f all --readme`
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**Analysis Date**: 2026-04-20
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**Total Functions**: 2124
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**Total Classes**: 241
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**Modules**: 359
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**Analysis Date**: 2026-04-21
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**Total Functions**: 2150
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**Total Classes**: 245
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**Modules**: 369
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For more information about code2llm, visit: https://github.com/tom-sapletta/code2llm
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‎VERSION‎

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0.5.142
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0.5.143

‎analysis.toon.yaml‎

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‎batch_1/analysis.toon.yaml‎

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‎code2llm/__init__.py‎

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and entity resolution with multilingual support.
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"""
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__version__ = "0.5.142"
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__version__ = "0.5.143"
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__author__ = "STTS Project"
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# Core analysis components (lightweight, always needed)

‎code2llm/analysis.toon.yaml‎

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# code2llm | 158f 23284L | python:157 | 2026-04-20
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# CC̄=4.3 | critical:1/937 | dups:0 | cycles:0
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# code2llm | 158f 23361L | python:157 | 2026-04-21
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# CC̄=4.3 | critical:1/939 | dups:0 | cycles:0
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HEALTH[1]:
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🟡 CC load_input CC=15 (limit:15)
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PIPELINES[579]:
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[1] Src [__getattr__]: __getattr__
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PURITY: 100% pure
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[2] Src [analyze_data_flow]: analyze_data_flow
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[2] Src [analyze_file]: analyze_file → analyze
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PURITY: 100% pure
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[3] Src [analyze_data_structures]: analyze_data_structures
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[3] Src [__init__]: __init__
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PURITY: 100% pure
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[4] Src [_find_data_pipelines]: _find_data_pipelines → _categorize_functions
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[4] Src [analyze_function]: analyze_function → find_function_node
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PURITY: 100% pure
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[5] Src [_find_state_patterns]: _find_state_patterns
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[5] Src [analyze_all]: analyze_all
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PURITY: 100% pure
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LAYERS:
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cli_exports/ CC̄=5.1 ←in:4 →out:11 !! split
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│ prompt 475L 0C 18m CC=14 ←2
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│ formats 315L 0C 16m CC=13 ←3
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│ orchestrator 293L 0C 11m CC=14 ←2
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│ orchestrator 311L 0C 12m CC=14 ←2
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│ orchestrator_handlers 149L 0C 8m CC=6 ←2
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│ code2logic 127L 0C 8m CC=6 ←2
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│ orchestrator_chunked 87L 0C 3m CC=9 ←0
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│ helpers 111L 0C 7m CC=8 ←8
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│ hotspots 106L 0C 3m CC=13 ←2
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│ yaml_export 106L 0C 5m CC=8 ←0
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│ health 103L 0C 3m CC=13 ←2
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│ yaml_export 103L 0C 1m CC=11 ←0
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│ health 103L 0C 3m CC=13 ←1
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│ utils 99L 0C 8m CC=6 ←7
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│ metrics 98L 1C 4m CC=5 ←0
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│ metrics_health 98L 1C 6m CC=7 ←0
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core/ CC̄=4.0 ←in:10 →out:9 !! split
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│ large_repo 488L 2C 20m CC=9 ←1
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│ base 464L 0C 14m CC=14 ←8
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│ analyzer 442L 1C 20m CC=11 ←1
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│ file_analyzer 392L 1C 18m CC=12 ←0
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│ persistent_cache 322L 1C 18m CC=10 ←1
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│ analyzer 460L 1C 20m CC=11 ←1
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│ file_analyzer 402L 1C 18m CC=12 ←0
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│ persistent_cache 353L 1C 19m CC=10 ←1
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│ config 269L 6C 2m CC=3 ←0
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│ toon_size_manager 265L 0C 8m CC=10 ←1
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refactor/__init__.py 0L
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COUPLING:
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exporters exporters.mermaid exporters.project_yaml core cli_exports exporters.toon exporters.map analysis cli_commands core.lang analysis.utils cli exporters.evolution exporters.readme cli_analysis
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exporters ── 15 ←14 ←6 1 1 2 7 6 hub
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exporters exporters.mermaid exporters.project_yaml core cli_exports exporters.toon analysis exporters.map cli_commands core.lang analysis.utils cli exporters.evolution exporters.readme cli_analysis
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exporters ── 15 ←14 ←6 1 2 1 7 6 hub
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exporters.mermaid 15 ── hub
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exporters.project_yaml 14 ── ←2 3 ←2 !! fan-out
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core ── ←1 ←2 ←3 9 ←1 ←1 ←1 hub
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exporters.project_yaml 14 ── ←2 3 ←1 !! fan-out
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core ── ←1 ←2 ←3 9 ←1 ←1 ←1 hub
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cli_exports 6 2 1 ── ←1 ←1 ←2 !! fan-out
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exporters.toon 10 ←3 ── !! fan-out
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exporters.map 9 2 ── !! fan-out
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analysis ←2 2 ── 7 !! fan-out
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analysis ←2 2 ── 7 !! fan-out
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exporters.map 9 1 ── !! fan-out
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analysis.utils 1 ←7 ── hub
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CYCLES: none
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HUB: cli_commands/ (fan-in=5)
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HUB: exporters.readme/ (fan-in=6)
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HUB: core/ (fan-in=10)
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HUB: exporters.mermaid/ (fan-in=15)
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HUB: analysis.utils/ (fan-in=7)
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HUB: core.lang/ (fan-in=9)
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HUB: cli_commands/ (fan-in=5)
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HUB: exporters.mermaid/ (fan-in=15)
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HUB: analysis.utils/ (fan-in=7)
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SMELL: exporters.mermaid/ fan-out=15 → split needed
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SMELL: exporters.map/ fan-out=11 → split needed
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SMELL: analysis/ fan-out=9 → split needed
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SMELL: exporters/ fan-out=32 → split needed
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SMELL: analysis/ fan-out=9 → split needed
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SMELL: exporters.map/ fan-out=10 → split needed
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SMELL: cli/ fan-out=8 → split needed
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SMELL: exporters.mermaid/ fan-out=15 → split needed
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SMELL: cli_exports/ fan-out=11 → split needed
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SMELL: exporters.project_yaml/ fan-out=17 → split needed
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