# Python (GitHub Setup)

{'general': {'coding_style': {'language': 'Python', 'use_strict': True, 'indentation': '4 spaces', 'max_line_length': 120, 'comments': {'style': "# for single-line, ''' for multi-line", 'require_comments': True}}, 'naming_conventions': {'variables': 'snake_case', 'functions': 'snake_case', 'classes': 'PascalCase', 'interfaces': 'PascalCase', 'files': 'snake_case'}, 'error_handling': {'prefer_try_catch': True, 'log_errors': True}, 'testing': {'require_tests': True, 'test_coverage': '80%', 'test_types': ['unit', 'integration']}, 'documentation': {'require_docs': True, 'doc_tool': 'docstrings', 'style_guide': 'Google Python Style Guide'}, 'security': {'require_https': True, 'sanitize_inputs': True, 'validate_inputs': True, 'use_env_vars': True}, 'configuration_management': {'config_files': ['.env'], 'env_management': 'python-dotenv', 'secrets_management': 'environment variables'}, 'code_review': {'require_reviews': True, 'review_tool': 'GitHub Pull Requests', 'review_criteria': ['functionality', 'code quality', 'security']}, 'version_control': {'system': 'Git', 'branching_strategy': 'GitHub Flow', 'commit_message_format': 'Conventional Commits'}, 'logging': {'logging_tool': 'Python logging module', 'log_levels': ['debug', 'info', 'warn', 'error'], 'log_retention_policy': '7 days'}, 'monitoring': {'monitoring_tool': 'Not specified', 'metrics': ['file processing time', 'classification accuracy', 'error rate']}, 'dependency_management': {'package_manager': 'pip', 'versioning_strategy': 'Semantic Versioning'}, 'accessibility': {'standards': ['Not applicable'], 'testing_tools': ['Not applicable']}, 'internationalization': {'i18n_tool': 'Not applicable', 'supported_languages': ['English'], 'default_language': 'English'}, 'ci_cd': {'ci_tool': 'GitHub Actions', 'cd_tool': 'Not specified', 'pipeline_configuration': '.github/workflows/main.yml'}, 'code_formatting': {'formatter': 'Black', 'linting_tool': 'Pylint', 'rules': ['PEP 8', 'project-specific rules']}, 'architecture': {'patterns': ['Modular design'], 'principles': ['Single Responsibility', 'DRY']}}, 'project_specific': {'use_framework': 'None', 'styling': 'Not applicable', 'testing_framework': 'pytest', 'build_tool': 'setuptools', 'deployment': {'environment': 'Local machine', 'automation': 'Not specified', 'strategy': 'Manual deployment'}, 'performance': {'benchmarking_tool': 'Not specified', 'performance_goals': {'response_time': '< 5 seconds per file', 'throughput': 'Not specified', 'error_rate': '< 1%'}}}, 'context': {'codebase_overview': 'Python-based file organization tool using AI for content analysis and classification', 'libraries': ['watchdog', 'spacy', 'PyPDF2', 'python-docx', 'pandas', 'beautifulsoup4', 'transformers', 'scikit-learn', 'joblib', 'python-dotenv', 'torch', 'pytest', 'shutil', 'logging', 'pytest-mock'], 'coding_practices': {'modularity': True, 'DRY_principle': True, 'performance_optimization': True}}, 'behavior': {'verbosity': {'level': 2, 'range': [0, 3]}, 'handle_incomplete_tasks': 'Provide partial solution and explain limitations', 'ask_for_clarification': True, 'communication_tone': 'Professional and concise'}}