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refactor(docs): code analysis engine
changes: - file: cli_commands.py area: cli modified: [validate_chunked_output] - file: refactoring.py area: core modified: [RefactoringAnalyzer, _map_dead_code_to_items] stats: lines: "+83/-71 (net +12)" files: 7 complexity: "Stable complexity"
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‎CHANGELOG.md‎

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## [Unreleased]
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## [0.5.104] - 2026-04-09
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### Docs
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- Update README.md
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- Update context.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 code2llm/cli_commands.py
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- Update code2llm/core/refactoring.py
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- Update project.sh
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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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## [0.5.103] - 2026-03-31
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### Docs

‎README.md‎

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# code2llm - Generated Analysis Files
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## AI Cost Tracking
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![AI Cost](https://img.shields.io/badge/AI%20Cost-$7.50-yellow) ![AI Model](https://img.shields.io/badge/AI%20Model-openrouter%2Fqwen%2Fqwen3-coder-next-lightgrey)
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This project uses AI-generated code. Total cost: **$7.5000** with **153** AI commits.
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Generated on 2026-04-09 using [openrouter/qwen/qwen3-coder-next](https://openrouter.ai/models/openrouter/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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**Modules**: 131
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For more information about code2llm, visit: https://github.com/tom-sapletta/code2llm
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## License
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Licensed under Apache-2.0.

‎VERSION‎

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0.5.103
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0.5.104

‎analysis.toon.yaml‎

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# code2llm | 122f 22674L | python:118,shell:4 | 2026-04-09
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# code2llm | 122f 22674L | python:117,shell:4,java:1 | 2026-04-09
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# CC̄=4.4 | critical:2/1011 | dups:0 | cycles:0
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HEALTH[2]:
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│ sample.rs 47L 1C 4m CC=2 ←0
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│ sample.go 46L 0C 4m CC=3 ←0
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│ sample.php 44L 1C 1m CC=1 ←0
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│ sample 40L 2C 5m CC=3 ←0
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│ sample 40L 1C 5m CC=3 ←0
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│ sample.ts 26L 1C 1m CC=1 ←0
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│
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── zero ──

‎batch_1/analysis.toon.yaml‎

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# code2llm | 122f 22674L | python:115,shell:2 | 2026-04-09
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# code2llm | 122f 22674L | python:114,shell:2,java:1 | 2026-04-09
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# CC̄=4.4 | critical:2/1011 | dups:0 | cycles:0
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HEALTH[2]:
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1. split 2 high-CC methods (CC>15)
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PIPELINES[672]:
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[1] Src [main]: main → run_analysis
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[1] Src [read_readme]: read_readme
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PURITY: 100% pure
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[2] Src [read_readme]: read_readme
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[2] Src [main]: main → run_analysis
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PURITY: 100% pure
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[3] Src [__init__]: __init__
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PURITY: 100% pure
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│ server 110L 0C 3m CC=4 ←0
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│
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demo_langs/ CC̄=1.5 ←in:0 →out:0
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│ sample.java 47L 2C 7m CC=3 ←2
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│ sample.rs 47L 1C 4m CC=2 ←0
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│ sample.java 47L 2C 7m CC=3 ←2
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│ sample.go 46L 0C 4m CC=3 ←0
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│ sample.php 44L 1C 1m CC=1 ←0
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│ sample 40L 2C 5m CC=3 ←0
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│ sample 40L 1C 5m CC=3 ←0
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│ sample.ts 26L 1C 1m CC=1 ←0
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│
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── zero ──

‎code2llm/__init__.py‎

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and entity resolution with multilingual support.
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"""
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__version__ = "0.5.103"
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__version__ = "0.5.104"
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__author__ = "STTS Project"
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# Core analysis components (lightweight, always needed)

‎code2llm/cli_commands.py‎

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print(f"✗ No chunk directories found in: {output_dir}", file=sys.stderr)
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return False
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required_files = ['analysis.toon', 'context.md', 'evolution.toon.yaml']
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required_files = ['analysis.toon.yaml', 'context.md', 'evolution.toon.yaml']
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issues = []
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valid_chunks = []
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‎code2llm/core/refactoring.py‎

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# Check classes
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for class_name, class_info in result.classes.items():
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if Path(class_info.file).resolve() == Path(item.filename).resolve() and class_info.line == item.lineno:
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if Path(class_info.file).resolve() == item_path and class_info.line == item_lineno:
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class_info.reachability = "unreachable" # (if we add reachability to ClassInfo too)
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def _mark_reachable_items(self, result: AnalysisResult) -> None:

‎code2llm/nlp/__init__.py‎

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with multilingual support and fuzzy matching.
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"""
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__version__ = "0.5.103"
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__version__ = "0.5.104"
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from .pipeline import NLPPipeline
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from .normalization import QueryNormalizer

‎context.md‎

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- **Project**: .
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- **Primary Language**: python
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- **Languages**: python: 127, shell: 4
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- **Languages**: python: 126, shell: 4, java: 1
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- **Analysis Mode**: static
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- **Total Functions**: 1011
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- **Total Classes**: 111
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- **Methods**: 17
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- **Key Methods**: code2llm.analysis.pipeline_detector.PipelineDetector.__init__, code2llm.analysis.pipeline_detector.PipelineDetector.detect, code2llm.analysis.pipeline_detector.PipelineDetector._build_graph, code2llm.analysis.pipeline_detector.PipelineDetector._find_pipeline_paths, code2llm.analysis.pipeline_detector.PipelineDetector._longest_path_from, code2llm.analysis.pipeline_detector.PipelineDetector._longest_path_in_dag, code2llm.analysis.pipeline_detector.PipelineDetector._build_pipelines, code2llm.analysis.pipeline_detector.PipelineDetector._build_stages, code2llm.analysis.pipeline_detector.PipelineDetector._classify_domain, code2llm.analysis.pipeline_detector.PipelineDetector._derive_pipeline_name
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### code2llm.core.file_analyzer.FileAnalyzer
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> Analyzes a single file.
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- **Methods**: 17
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- **Key Methods**: code2llm.core.file_analyzer.FileAnalyzer.__init__, code2llm.core.file_analyzer.FileAnalyzer._route_to_language_analyzer, code2llm.core.file_analyzer.FileAnalyzer.analyze_file, code2llm.core.file_analyzer.FileAnalyzer._analyze_python, code2llm.core.file_analyzer.FileAnalyzer._analyze_ast, code2llm.core.file_analyzer.FileAnalyzer._calculate_complexity, code2llm.core.file_analyzer.FileAnalyzer._perform_deep_analysis, code2llm.core.file_analyzer.FileAnalyzer._process_class, code2llm.core.file_analyzer.FileAnalyzer._process_function, code2llm.core.file_analyzer.FileAnalyzer._build_cfg
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### code2llm.analysis.cfg.CFGExtractor
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> Extract Control Flow Graph from AST.
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- **Methods**: 17
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- **Key Methods**: code2llm.analysis.cfg.CFGExtractor.__init__, code2llm.analysis.cfg.CFGExtractor.extract, code2llm.analysis.cfg.CFGExtractor.new_node, code2llm.analysis.cfg.CFGExtractor.connect, code2llm.analysis.cfg.CFGExtractor.visit_FunctionDef, code2llm.analysis.cfg.CFGExtractor.visit_AsyncFunctionDef, code2llm.analysis.cfg.CFGExtractor.visit_If, code2llm.analysis.cfg.CFGExtractor.visit_For, code2llm.analysis.cfg.CFGExtractor.visit_While, code2llm.analysis.cfg.CFGExtractor.visit_Try
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- **Inherits**: ast.NodeVisitor
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### code2llm.core.file_analyzer.FileAnalyzer
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> Analyzes a single file.
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- **Methods**: 17
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- **Key Methods**: code2llm.core.file_analyzer.FileAnalyzer.__init__, code2llm.core.file_analyzer.FileAnalyzer._route_to_language_analyzer, code2llm.core.file_analyzer.FileAnalyzer.analyze_file, code2llm.core.file_analyzer.FileAnalyzer._analyze_python, code2llm.core.file_analyzer.FileAnalyzer._analyze_ast, code2llm.core.file_analyzer.FileAnalyzer._calculate_complexity, code2llm.core.file_analyzer.FileAnalyzer._perform_deep_analysis, code2llm.core.file_analyzer.FileAnalyzer._process_class, code2llm.core.file_analyzer.FileAnalyzer._process_function, code2llm.core.file_analyzer.FileAnalyzer._build_cfg
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### code2llm.exporters.evolution_exporter.EvolutionExporter
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- **Methods**: 17
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- **Output to**: request.action.startswith, examples.streaming-analyzer.sample_project.utils.validate_input, print, self.auth.authenticate, print
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### benchmarks.format_evaluator.evaluate_format
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> Oceń pojedynczy format względem ground truth.
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- **Output to**: FormatScore, benchmarks.format_evaluator._detect_problems, sum, benchmarks.format_evaluator._detect_pipelines, sum
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### scripts.benchmark_badges.parse_evolution_metrics
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### benchmarks.format_evaluator.evaluate_format
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> Oceń pojedynczy format względem ground truth.
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- **Output to**: FormatScore, benchmarks.format_evaluator._detect_problems, sum, benchmarks.format_evaluator._detect_pipelines, sum
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> Create CLI argument parser.
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- **Output to**: argparse.ArgumentParser, parser.add_argument, parser.add_argument, parser.add_argument, parser.add_argument
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- **Output to**: print, print, sorted, print, print
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### code2llm.analysis.data_analysis.DataAnalyzer._identify_process_patterns
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- **Output to**: result.functions.items, patterns.items, sorted, func.name.lower, indicators.items
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### benchmarks.benchmark_format_quality._generate_format_outputs
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> Generate all format outputs and evaluate them.
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- **Output to**: format_configs.items, __import__, getattr, exporter_cls, time.time
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### code2llm.analysis.data_analysis.DataAnalyzer._identify_process_patterns
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- **Output to**: result.functions.items, patterns.items, sorted, func.name.lower, indicators.items
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### code2llm.core.ast_registry.ASTRegistry.invalidate
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> Remove cached AST and source for *filepath* (e.g. after file write).
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- **Output to**: self._trees.pop, self._sources.pop

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