__init___PROMPTS.md

{filename}_PROMPTS.md

General Development Prompts

Add Error Handling

Add comprehensive error handling to [function_name]:
1. Identify all possible failure points
2. Add specific exception types
3. Include helpful error messages
4. Add logging at appropriate levels
5. Create fallback behavior
6. Add retry logic for transient errors

Add Type Hints

Add type hints to [file_name]:
1. Function parameters and returns
2. Class attributes
3. Use typing imports (Optional, List, Dict)
4. Add mypy-compatible annotations
5. Fix any revealed type errors
6. Maintain Python 3.10+ compatibility

Add Documentation

Add documentation to [file_name]:
1. Module docstring (purpose, usage)
2. Class docstrings
3. Method docstrings (Args, Returns, Raises)
4. Inline comments for complex logic
5. README section if needed
6. Example usage code

Refactor for Clarity

Refactor [function_name] for better readability:
1. Extract magic numbers to constants
2. Rename unclear variables
3. Break up long functions (max 20 lines)
4. Add early returns
5. Use list/dict comprehensions
6. Maintain exact behavior

Optimize Performance

Optimize [function_name]:
1. Profile current performance
2. Identify bottlenecks
3. Implement algorithm improvements
4. Add caching if applicable
5. Reduce memory allocations
6. Verify with benchmarks

Testing Prompts

Create Unit Test

Create unit tests for [class/function]:
1. Test normal operation
2. Test edge cases
3. Test error conditions
4. Use pytest
5. Mock dependencies
6. Aim for >80% coverage

Debug Issue

Debug this error: [error_message]
1. Analyze stack trace
2. Identify root cause
3. Create minimal reproduction
4. Implement fix
5. Add regression test
6. Verify fix works