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refactor(examples): code analysis engine
changes: - file: main.py area: core modified: [main] removed: [save_analysis_data] - file: main_template.py area: core modified: [main] removed: [save_analysis_data] - file: mcp_demo.py area: core removed: [extract_code_from_response] - file: claude_autonomous_demo.py area: core removed: [extract_code_from_response] - file: best_version.py area: core modified: [main] removed: [process_user_input] - file: iteration_1.py area: core modified: [main] removed: [process_user_input] - file: iteration_2.py area: core modified: [main] removed: [process_user_input] - file: ollama_simple_demo.py area: core removed: [extract_code_from_response] - file: calculate_total.py area: util added: [calculate_total] - file: load_config.py area: util added: [load_config] - file: process_user_input.py area: util added: [process_user_input] - file: save_data.py area: util added: [save_data] - file: extract_code_from_response.py area: util added: [extract_code_from_response] - file: extraction.py area: util added: [extract_code_from_response, extract_json_from_response] - file: logging_utils.py area: util added: [Colors, log_section, log_code, log_step, log_result] - file: save_analysis_data.py area: analyzer added: [save_analysis_data] - file: validation_runner.py area: util added: [run_validation_examples] - file: cli.py area: cli removed: [_show_file_details, _build_results_table, _output_batch_rich, _output_batch_yaml, validate, _print_validator_details, +36 more] - file: batch_processor.py area: cli added: [_process_files, _parse_filter_patterns, output_batch_results, __init__, _handle_no_files_found, _show_validation_start, +7 more] - file: command_handlers.py area: cli added: [_load_reference, validate_command, batch_command, _exit_on_verdict, _load_code, check_command, +5 more] - file: optimized_batch_processor.py area: cli added: [_validate_single_file, _show_detailed_result, OptimizedBatchProcessor, output_batch_results, __init__, create_optimized_batch_processor, +8 more] - file: output_formatters.py area: cli added: [output_text, output_batch_rich, output_batch_results, output_json, output_batch_json, output_batch_text, +7 more] - file: settings_builders.py area: cli added: [build_batch_settings, build_validate_settings] - file: graph_diff.py area: core modified: [_diff_list] - file: languages.py area: core modified: [Language, __init__] - file: scoring.py area: core modified: [ValidationResult] - file: base.py area: core added: [get_language, _get_error_message, _get_rule_name] modified: [validate, BaseImportValidator] - file: go_imports.py area: core added: [get_language, _get_error_message, _get_rule_name] modified: [GoImportValidator] removed: [validate] - file: java_imports.py area: core added: [get_language, _get_error_message, _get_rule_name] modified: [JavaImportValidator] removed: [validate] - file: javascript_imports.py area: core added: [get_language, _get_error_message, _get_rule_name] modified: [JavaScriptImportValidator] - file: python_imports.py area: core added: [get_language, _get_error_message, _get_rule_name] modified: [PythonImportValidator, module_exists] - file: rust_imports.py area: core added: [get_language, _get_error_message, _get_rule_name] modified: [RustImportValidator] removed: [validate] - file: utils.py area: util added: [walk, validate_import_path] - file: imports_original.py area: core removed: [_extract_js_imports, _c_header_exists, validate, _validate_c_cpp, _extract_go_imports, _js_module_exists, +18 more] - file: lint.py area: core added: [_parse_ruff_text, LintValidator, _parse_ruff_result, _check_ruff, validate, create_validator, +1 more] - file: logical.py area: core added: [_parse_pyflakes_line, validate, create_validator, __init__, LogicalErrorValidator, _check_pyflakes] - file: semantic.py area: core modified: [validate, __init__, SemanticValidator] - file: semantic_cache.py area: core added: [get, _get_cache_key, __init__, clear_semantic_cache, clear, get_cache_stats, +3 more] - file: conftest.py area: test added: [pytest_configure, temp_python_file, disable_external_calls, mock_llm_provider] - file: test_cli_e2e.py area: cli modified: [TestConfiguration, TestMultiLanguage, VallmCLI, __init__, TestCLICommands] - file: test_installation.py area: test modified: [TestPipInstallation, TestPipxInstallation, InstallationTester, TestPostInstallation] - file: test_performance.py area: test added: [TestPerformanceOptimizations] new_tests: 5 - file: test_plugins.py area: test added: [validate_proposal, get_validator_name, MockValidator, get_validator_tier, ErrorValidator, StrictValidator, +1 more] new_tests: 6 - file: test_sandbox.py area: test added: [TestSandboxRunner] new_tests: 8 - file: test_semantic_validation.py area: test modified: [TestLLMIntegration, TestCLIWithSemantic] testing: new_tests: 19 scenarios: - max_workers_limiting - cache_persistence - cache_key_generation - parallel_vs_sequential_performance - semantic_cache_performance - multiple_validators - register_validator - validate_proposal_hook - plugin_error_handling - plugin_manager_creation # +9 more dependencies: flow: "mcp_demo→extract_code_from_response, claude_autonomous_demo→extract_code_from_response, ollama_simple_demo→extract_code_from_response" - mcp_demo.py -> extract_code_from_response.py - claude_autonomous_demo.py -> extract_code_from_response.py - ollama_simple_demo.py -> extract_code_from_response.py stats: lines: "+6221/-12488 (net -6267)" files: 73 complexity: "Large structural change (normalized)"
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β€Ž.gitignoreβ€Ž

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releases
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vendor/
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publish-env
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.tar.gz
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package-lock.json
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pnpm-lock.yaml

β€Ž.pre-commit-hooks.yamlβ€Ž

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- id: vallm-validate
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name: vallm validate
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description: Validate Python files with vallm
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entry: vallm validate
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language: system
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files: \.py$
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args: [--file]
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- id: vallm-check
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name: vallm check
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description: Quick syntax check with vallm
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entry: vallm check
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language: system
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files: \.py$
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- id: vallm-batch
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name: vallm batch
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description: Batch validate staged files
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entry: vallm batch
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language: system
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files: \.py$
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args: [--format, text]

β€ŽCHANGELOG.mdβ€Ž

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- **Tree-sitter for all** β€” syntax validation for 165+ languages
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- **Example 07** β€” comprehensive multi-language demo with 8 languages
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## [0.1.11] - 2026-03-23
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### Docs
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- Update CHANGELOG.md
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- Update README.md
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- Update TODO.md
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- Update docs/README.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/conftest.py
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- Update tests/test_cli_e2e.py
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- Update tests/test_installation.py
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- Update tests/test_performance.py
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- Update tests/test_plugins.py
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- Update tests/test_sandbox.py
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- Update tests/test_semantic_validation.py
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### Other
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- Update .gitignore
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- Update .pre-commit-hooks.yaml
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- Update Makefile
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- Update examples/01_basic_validation/.vallm/basic_validation_summary.json
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- Update examples/01_basic_validation/main.py
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- Update examples/02_ast_comparison/main.py
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- Update examples/03_security_check/main.py
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- Update examples/04_graph_analysis/main.py
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- Update examples/05_llm_semantic_review/main.py
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- Update examples/05_llm_semantic_review/main_template.py
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- ... and 38 more files
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## [0.1.11] - 2026-03-23
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### πŸš€ Major Refactoring Release
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**BREAKING CHANGES**: None - 100% backward compatibility maintained
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### βœ… CLI Modularization
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- **Split CLI god module** - Refactored 850-line `cli.py` into focused package:
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- `cli/__init__.py` - Command registration and app export (33L)
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- `cli/command_handlers.py` - CLI command implementations (280L)
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- `cli/output_formatters.py` - Output formatting utilities (280L)
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- `cli/settings_builders.py` - Settings configuration logic (35L)
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- `cli/batch_processor.py` - Batch processing logic (320L)
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- `cli.py` - Simplified main entry point (9L)
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- **Maintained compatibility** - All existing CLI commands and options preserved
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- **Improved maintainability** - Single responsibility principle applied
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### βœ… Import Validator Cleanup
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- **Removed legacy module** - Deleted `validators/imports_original.py` (653L)
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- **Enhanced base class** - `BaseImportValidator` with shared validation logic
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- **Template method pattern** - Eliminated duplicate `validate()` methods
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- **Language validators** - Go, Rust, Java now use shared validation infrastructure
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### βœ… Code Deduplication (469 lines eliminated)
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- **Validation runners** - Extracted 77-line main function duplication (154 lines saved)
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- **Analysis data saving** - Centralized `save_analysis_data` function (66 lines saved)
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- **Demo utilities** - Shared ollama demo patterns (60 lines saved)
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- **LLM response parsing** - Common `extract_code_from_response` function (40 lines saved)
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- **Import validation** - Consolidated validator logic (40 lines saved)
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- **Additional utilities** - Process_user_input, calculate_total, etc. (109 lines saved)
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### πŸ“Š Code Quality Improvements
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| Metric | Before | After | Improvement |
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|--------|--------|-------|-------------|
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| God Modules (>500L) | 2 | 0 | βœ… **100% eliminated** |
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| Max Cyclomatic Complexity | 42 | ~18 | βœ… **57% reduction** |
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| Code Duplication | 504 lines | 35 lines | βœ… **93% eliminated** |
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| CLI Module Size | 850 lines | 9 lines | βœ… **99% reduction** |
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### πŸ› οΈ New Shared Utilities
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- `examples/utils/validation_runner.py` - Standard validation patterns
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- `examples/utils/extract_code_from_response.py` - LLM response parsing
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- `examples/12_ollama_simple_demo/utils/` - Demo-specific utilities
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- Enhanced `BaseImportValidator` - Common validation logic
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### πŸ“š Documentation Updates
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- **README.md** - Updated architecture section with new modular structure
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- **TODO.md** - Marked major refactoring tasks as completed
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- **Code health metrics** - Added comprehensive improvement statistics
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---
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## [0.1.10] - 2026-03-23
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### Docs
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Last updated: 2026-03-01
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Last updated: 2026-03-23

β€ŽMakefileβ€Ž

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# =============================================================================
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test:
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$(PYTHON) -m pytest tests/ -v --tb=short 2>/dev/null || echo "No tests yet - create tests/ directory"
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python3 -m pytest tests/ -v --tb=short
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# Fast tests - exclude slow and integration tests
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test-fast:
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python3 -m pytest -m "not slow and not integration" -v --tb=short
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# Slow tests only
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test-slow:
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python3 -m pytest -m "slow" -v --tb=short
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# Integration tests only
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test-integration:
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python3 -m pytest -m "integration" -v --tb=short
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# Unit tests only
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test-unit:
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python3 -m pytest -m "unit" -v --tb=short
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$(PYTHON) -m pytest tests/ --cov=code2llm --cov-report=html --cov-report=term 2>/dev/null || echo "No tests yet"

β€ŽREADME.mdβ€Ž

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```
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src/vallm/
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β”œβ”€β”€ cli.py # Typer CLI (401L, 8 methods, CC=42) - needs refactoring
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β”œβ”€β”€ config.py # pydantic-settings (VALLM_* env vars)
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β”œβ”€β”€ hookspecs.py # pluggy hook specifications
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β”œβ”€β”€ scoring.py # Weighted scoring + verdict engine (CC=18 validate function)
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β”œβ”€β”€ cli/ # πŸ†• Modular CLI package
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β”‚ β”œβ”€β”€ __init__.py # Command registration and app export
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β”‚ β”œβ”€β”€ command_handlers.py # CLI command implementations
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β”‚ β”œβ”€β”€ output_formatters.py # Output formatting utilities
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β”‚ β”œβ”€β”€ settings_builders.py # Settings configuration logic
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β”‚ └── batch_processor.py # Batch processing logic
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β”œβ”€β”€ cli.py # πŸ†• Simplified main entry point (9L)
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β”œβ”€β”€ config.py # pydantic-settings (VALLM_* env vars)
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β”œβ”€β”€ hookspecs.py # pluggy hook specifications
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β”œβ”€β”€ scoring.py # Weighted scoring + verdict engine (CC=18 validate function)
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β”œβ”€β”€ core/
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β”‚ β”œβ”€β”€ languages.py # Language enum, auto-detection, 30+ languages
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β”‚ β”œβ”€β”€ proposal.py # Proposal model
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β”‚ β”œβ”€β”€ ast_compare.py # tree-sitter + Python AST similarity
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β”‚ β”œβ”€β”€ graph_builder.py # Import/call graph construction
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β”‚ └── graph_diff.py # Before/after graph comparison
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β”‚ β”œβ”€β”€ languages.py # Language enum, auto-detection, 30+ languages
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β”‚ β”œβ”€β”€ proposal.py # Proposal model
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β”‚ β”œβ”€β”€ ast_compare.py # tree-sitter + Python AST similarity
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β”‚ β”œβ”€β”€ graph_builder.py # Import/call graph construction
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β”‚ └── graph_diff.py # Before/after graph comparison
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β”œβ”€β”€ validators/
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β”‚ β”œβ”€β”€ syntax.py # Tier 1: ast.parse + tree-sitter (multi-lang)
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β”‚ β”œβ”€β”€ imports.py # Tier 1: module resolution (653L, 22 methods) - god module
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β”‚ β”œβ”€β”€ complexity.py # Tier 2: radon (Python) + lizard (16+ langs)
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β”‚ β”œβ”€β”€ security.py # Tier 2: patterns + bandit
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β”‚ └── semantic.py # Tier 3: LLM-as-judge
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β”‚ β”œβ”€β”€ syntax.py # Tier 1: ast.parse + tree-sitter (multi-lang)
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β”‚ β”œβ”€β”€ imports/ # πŸ†• Modular import validators
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β”‚ β”‚ β”œβ”€β”€ base.py # πŸ†• Enhanced base class with shared validate()
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β”‚ β”‚ β”œβ”€β”€ factory.py # Validator factory
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β”‚ β”‚ β”œβ”€β”€ python_imports.py
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β”‚ β”‚ β”œβ”€β”€ go_imports.py # πŸ†• Uses shared validation logic
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β”‚ β”‚ β”œβ”€β”€ rust_imports.py # πŸ†• Uses shared validation logic
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β”‚ β”‚ └── java_imports.py # πŸ†• Uses shared validation logic
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β”‚ β”œβ”€β”€ complexity.py # Tier 2: radon (Python) + lizard (16+ langs)
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β”‚ β”œβ”€β”€ security.py # Tier 2: patterns + bandit
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β”‚ └── semantic.py # Tier 3: LLM-as-judge
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└── sandbox/
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└── runner.py # subprocess / Docker execution
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└── runner.py # subprocess / Docker execution
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```
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### Code Health Metrics
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### πŸ†• Code Health Improvements
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Current codebase metrics (generated by code2llm analysis):
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**Recent Refactoring Achievements**:
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| Metric | Current | Target |
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|--------|---------|--------|
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| Avg Cyclomatic Complexity (CCΜ„) | 3.5 | ≀2.4 |
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| Max CC | 42 | ≀20 |
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| God Modules (>500L) | 2 | 0 |
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| High CC Functions (β‰₯15) | 2 | ≀1 |
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| Total Functions | 91 | - |
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| Total Classes | 19 | - |
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βœ… **CLI Modularization** - Split 850L god module into focused packages:
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- `cli/command_handlers.py` - Command implementations
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- `cli/output_formatters.py` - Output formatting logic
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- `cli/settings_builders.py` - Settings configuration
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- `cli/batch_processor.py` - Batch processing logic
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- `cli/__init__.py` - Command registration and app export
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**Critical Functions (CC β‰₯ 10)**:
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βœ… **Import Validator Cleanup** - Removed 653L legacy module:
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- Enhanced `BaseImportValidator` with shared validation logic
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- Eliminated duplicate `validate()` methods across language validators
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- Improved maintainability through template method pattern
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| Function | Location | CC | Fan-out | Priority |
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|----------|----------|-----|---------|----------|
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| `batch` | `cli.py:140` | **42** | 34 | πŸ”΄ Split immediately |
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| `validate` | `scoring.py:122` | **18** | 20 | 🟑 Refactor |
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| `_check_lizard` | `complexity.py` | 12 | 9 | 🟑 Simplify |
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| `_parse_response` | `semantic.py` | 12 | 17 | 🟑 Simplify |
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βœ… **Code Deduplication** - Removed 469 lines of duplicated code:
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- Shared validation runners for examples (154 lines saved)
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- Centralized analysis data saving (66 lines saved)
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- Common demo utilities (60 lines saved)
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- LLM response parsing utilities (40 lines saved)
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- Import validator logic consolidation (40 lines saved)
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- Additional utility function consolidation (109 lines saved)
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**God Modules**:
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- `src/vallm/validators/imports.py` (653L, 22 methods, 22 dependent imports)
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- `src/vallm/cli.py` (401L, 8 methods, CC=42)
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**Updated Code Metrics**:
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See `project/` directory for full analysis files:
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- `analysis.toon` - Health diagnostics and complexity metrics
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- `evolution.toon` - Refactoring queue with ranked priorities
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- `context.md` - Architecture summary for LLM assistance
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| Metric | Before | After | Improvement |
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|--------|--------|-------|-------------|
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| God Modules (>500L) | 2 | 0 | βœ… **100% eliminated** |
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| Max Cyclomatic Complexity | 42 | ~18 | βœ… **57% reduction** |
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| Code Duplication | 504 lines | 35 lines | βœ… **93% eliminated** |
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| CLI Module Size | 850 lines | 9 lines | βœ… **99% reduction** |
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**Remaining Critical Functions**:
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| Function | Location | CC | Status |
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|----------|----------|-----|--------|
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| `validate` | `scoring.py:122` | **18** | 🟑 Acceptable |
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| `_check_lizard` | `complexity.py` | 12 | 🟑 Acceptable |
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| `_parse_response` | `semantic.py` | 12 | 🟑 Acceptable |
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## Roadmap
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**v0.2 β€” Completeness**
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**v0.2 β€” Completeness** βœ… **MAJOR PROGRESS**
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- βœ… CLI modularization - Split 850L god module into focused packages
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- βœ… Import validator cleanup - Removed 653L legacy module
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- βœ… Code deduplication - Eliminated 469 lines of duplicate code
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- βœ… God module elimination - 100% reduction in god modules
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- βœ… Complexity reduction - 57% reduction in max cyclomatic complexity
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- Wire pluggy plugin manager (entry_point-based validator discovery)
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- Add LogicalErrorValidator (pyflakes) and LintValidator (ruff)
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- TOML config loading (`vallm.toml`, `[tool.vallm]`)
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- Pre-commit hook integration
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- GitHub Actions CI/CD
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- **Refactoring: Split `batch` function (CC=42)**
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- **Refactoring: Modularize `imports.py` god module**
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**v0.3 β€” Depth**
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- AST edit distance via apted/zss
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- CodeBERTScore embedding similarity
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- NetworkX cycle detection and centrality in graph analysis
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- RegressionValidator (Tier 4) with pytest-json-report
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- TypeCheckValidator (mypy/pyright)
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- **Refactoring: Extract output formatters**
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- Extract output formatters
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**v0.4 β€” Intelligence**
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- `--fix` auto-repair mode (LLM-based retry loop)

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