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refactor(docs): code analysis engine
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‎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-3.0.34-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-$41.89-orange) ![Human Time](https://img.shields.io/badge/Human%20Time-29.8h-blue) ![Model](https://img.shields.io/badge/Model-openrouter%2Fqwen%2Fqwen3--coder--next-lightgrey)
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![AI Cost](https://img.shields.io/badge/AI%20Cost-$40.23-orange) ![Human Time](https://img.shields.io/badge/Human%20Time-30.8h-blue) ![Model](https://img.shields.io/badge/Model-openrouter%2Fqwen%2Fqwen3--coder--next-lightgrey)
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- 🤖 **LLM usage:** $41.8907 (78 commits)
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- 👤 **Human dev:** ~$2984 (29.8h @ $100/h, 30min dedup)
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- 🤖 **LLM usage:** $40.2325 (79 commits)
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- 👤 **Human dev:** ~$3084 (30.8h @ $100/h, 30min dedup)
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Generated on 2026-07-06 using [openrouter/qwen/qwen3-coder-next](https://openrouter.ai/qwen/qwen3-coder-next)
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Generated on 2026-07-07 using [openrouter/qwen/qwen3-coder-next](https://openrouter.ai/qwen/qwen3-coder-next)
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‎project/analysis.toon.yaml‎

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# code2llm | 86f 18058L | python:55,md:22,yaml:5,txt:1,toml:1,yml:1,shell:1 | 2026-07-06
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# generated in 0.02s
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# generated in 0.03s
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# CC̅=3.7 | critical:0/365 | dups:0 | cycles:0
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HEALTH[0]: ok

‎project/calls.mmd‎

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flowchart LR
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%% generated in 0.01s
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subgraph code2docs__analyzers
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code2docs__analyzers__markdown_validator___strip_code_fences["_strip_code_fences"]
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code2docs__analyzers__markdown_validator___check_tables["_check_tables"]
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code2docs__analyzers__markdown_validator___check_headings["_check_headings"]
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code2docs__analyzers__markdown_validator___check_links["_check_links"]
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code2docs__analyzers__markdown_validator__validate_markdown_tree["validate_markdown_tree"]
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code2docs__analyzers__markdown_validator___check_tables["_check_tables"]
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code2docs__analyzers__markdown_validator___count_cells["_count_cells"]
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code2docs__analyzers__markdown_validator__validate_markdown_file["validate_markdown_file"]
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code2docs__analyzers__project_scanner__ProjectScanner__analyze["analyze"]
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code2docs__analyzers__markdown_validator__validate_markdown_file["validate_markdown_file"]
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code2docs__analyzers__markdown_validator___strip_code_fences["_strip_code_fences"]
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end
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subgraph code2docs__cli
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code2docs__cli__sync["sync"]
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code2docs__cli___run_watch["_run_watch"]
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code2docs__cli__check["check"]
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code2docs__cli__diff["diff"]
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code2docs__cli___run_check["_run_check"]
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code2docs__cli___run_sync["_run_sync"]
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code2docs__cli__watch["watch"]
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code2docs__cli__validate["validate"]
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code2docs__cli___load_config["_load_config"]
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code2docs__cli__sync["sync"]
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code2docs__cli___run_diff["_run_diff"]
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code2docs__cli___run_check["_run_check"]
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code2docs__cli__check["check"]
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code2docs__cli___run_watch["_run_watch"]
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code2docs__cli__diff["diff"]
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code2docs__cli__validate["validate"]
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end
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subgraph code2docs__formatters
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code2docs__formatters__badges___make_badge["_make_badge"]
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code2docs__formatters__toc__extract_headings["extract_headings"]
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code2docs__formatters__badges__generate_badges["generate_badges"]
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code2docs__formatters__badges___runtime_badge["_runtime_badge"]
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code2docs__formatters__toc___slugify["_slugify"]
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code2docs__formatters__toc__generate_toc["generate_toc"]
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code2docs__formatters__badges__generate_badges["generate_badges"]
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code2docs__formatters__badges___make_badge["_make_badge"]
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code2docs__formatters__badges___runtime_badge["_runtime_badge"]
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code2docs__formatters__toc__extract_headings["extract_headings"]
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end
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subgraph code2docs__generators
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code2docs__generators__code2llm_gen___clean_pattern["_clean_pattern"]
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code2docs__generators__code2llm_gen___is_valid_pattern["_is_valid_pattern"]
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code2docs__generators__code2llm_gen__Code2LlmGenerator___add_exclude_patterns["_add_exclude_patterns"]
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code2docs__generators__code2llm_gen__parse_gitignore["parse_gitignore"]
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code2docs__generators__readme_gen__generate_readme["generate_readme"]
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code2docs__generators__code2llm_gen__Code2LlmGenerator___add_exclude_patterns["_add_exclude_patterns"]
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code2docs__generators__code2llm_gen___process_line["_process_line"]
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code2docs__generators__code2llm_gen___extract_patterns["_extract_patterns"]
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code2docs__generators__code2llm_gen___should_skip_line["_should_skip_line"]
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code2docs__generators__code2llm_gen___is_valid_pattern["_is_valid_pattern"]
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code2docs__generators__code2llm_gen___clean_pattern["_clean_pattern"]
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code2docs__generators__code2llm_gen___process_line["_process_line"]
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end
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subgraph code2docs__llm_helper
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code2docs__llm_helper__LLMHelper__complete["complete"]
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code2docs__llm_helper___get_litellm["_get_litellm"]
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code2docs__llm_helper__LLMHelper__complete["complete"]
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end
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subgraph code2docs__sync
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code2docs__sync__watcher__start_watcher["start_watcher"]
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end
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subgraph examples__03_programmatic_api
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examples__03_programmatic_api__custom_documentation_pipeline["custom_documentation_pipeline"]
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examples__03_programmatic_api__generate_readme_simple["generate_readme_simple"]
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examples__03_programmatic_api__generate_docs_if_needed["generate_docs_if_needed"]
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examples__03_programmatic_api__inspect_project_structure["inspect_project_structure"]
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examples__03_programmatic_api__generate_docs_if_needed["generate_docs_if_needed"]
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examples__03_programmatic_api__generate_full_documentation["generate_full_documentation"]
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end
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subgraph examples__04_sync_and_watch
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examples__05_custom_generators__generate_custom_report["generate_custom_report"]
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end
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subgraph examples__06_formatters
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examples__06_formatters__build_custom_readme["build_custom_readme"]
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examples__06_formatters__toc_examples["toc_examples"]
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examples__06_formatters__build_custom_readme["build_custom_readme"]
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examples__06_formatters__badge_examples["badge_examples"]
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end
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subgraph examples__07_web_frameworks
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examples__07_web_frameworks__document_web_project["document_web_project"]
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examples__07_web_frameworks__detect_fastapi_endpoints["detect_fastapi_endpoints"]
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examples__07_web_frameworks__generate_api_docs_from_endpoints["generate_api_docs_from_endpoin"]
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examples__07_web_frameworks__detect_flask_endpoints["detect_flask_endpoints"]
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examples__07_web_frameworks__document_web_project["document_web_project"]
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end
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code2docs__cli__sync --> code2docs__cli___load_config
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code2docs__cli__sync --> code2docs__cli___run_sync

‎project/calls.toon.yaml‎

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# code2llm call graph | /home/tom/github/semcod/code2docs
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# generated in 0.03s
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# generated in 0.05s
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# nodes: 49 | edges: 46 | modules: 14
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# CC̄=3.7
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code2docs.analyzers.markdown_validator.validate_markdown_file
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code2docs.analyzers.markdown_validator._check_tables
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examples.03_programmatic_api.inspect_project_structure
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code2docs.cli._run_sync
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code2docs.analyzers.markdown_validator._check_tables
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code2docs.analyzers.markdown_validator._check_links
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code2docs.cli._run_sync
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code2docs.analyzers.markdown_validator._check_headings
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code2docs.formatters.toc.extract_headings
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code2docs.analyzers.project_scanner.ProjectScanner.analyze
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code2docs.cli._load_config
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code2docs.cli._run_diff
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examples.03_programmatic_api.generate_full_documentation
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code2docs.analyzers.project_scanner.ProjectScanner.analyze
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code2docs.formatters.toc.extract_headings
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code2docs.analyzers.markdown_validator.validate_markdown_tree
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examples.03_programmatic_api.generate_docs_if_needed
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examples.07_web_frameworks.document_web_project
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examples.05_custom_generators.generate_custom_report
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examples.07_web_frameworks.document_web_project
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MODULES:
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code2docs.analyzers.markdown_validator [7 funcs]

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