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 # Code Style Guidelines
 
+## 1. Naming Conventions
+- Use snake_case for Python functions and variables
+- Use PascalCase for classes
+- Use camelCase for JavaScript/Java variables and functions
+
+## 2. Code Structure
+- Organize imports at the beginning of the file, sorted alphabetically
+- Use separate files for different aspects of a component (e.g., typed.py for type definitions)
+- Use modular structure and implement pagination where appropriate
+- Use TypedDict for defining input and output structures
+
+## 3. Documentation
+- Include a detailed README.md file for each component or module
+- Use docstrings for function and class documentation
+- Include @param and @return tags in function documentation
+- Provide detailed descriptions for parameters and return values
+- Use consistent formatting for docstrings across different languages
+- Use markdown for README files
+
+## 4. Error Handling
+- Implement proper error handling and logging
+- Use specific error messages for missing input data
+- Handle exceptions appropriately when importing modules
+- Implement exception handling for potential timeout errors in API requests
+
+## 5. Performance
+- Use list comprehensions for simple transformations
+- Prefer 'get' method for dictionaries
+- Add timeouts to API requests to prevent long-running operations
+
+## 6. Security
+- Avoid using dynamic values in importlib.import_module() to prevent code injection vulnerabilities
+- Use whitelists to validate module names before importing
+
+## 7. Code Quality
+- Use type hints for function parameters and return values
+- Use f-strings for string formatting
+- Follow PEP 8 style guide for Python code
+- Use Black for code formatting
+- Use isort for import sorting
+- Perform static type checking
+
+## 8. Dependency Management
+- Use specific version ranges for dependencies (e.g., '~2.32.0', '^1.5.0')
+- Keep dependencies up-to-date for security and compatibility
+- Be cautious with dependency updates that may introduce breaking changes
+
+## 9. Version Control
+- Follow versioning conventions
+- Include a newline at the end of each file
+
+## 10. Testing
+- Thoroughly test code changes
+
+## 11. Null Safety
+- Use default values for potentially null fields (e.g., 'title = issue.title or "[No Title]"')
+
+## 12. CI/CD
+- Use 'poetry version' command to set version dynamically in CI/CD pipeline
+- Use workflow_dispatch with input for version in GitHub Actions
+- Update version number in pyproject.toml for new releases# Code Style Guidelines
+
 ## 1. Naming Conventions
 - Use snake_case for function names in Python
 - Use camelCase for function names in JavaScript and method names in Java