{ "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" } }