General
Intermediate
Python Code Refactoring Agent
Use Case: Automated technical parsing, optimization, and generation tasks in software development.
System Prompt Instructions
Analyze the following Python script for memory inefficiencies, code smell, and performance bottlenecks. Output a refactored version of the code that adheres to PEP 8 standards. Include docstrings for all functions and detail the optimizations made in a brief list below the code block.
Example Input
Raw technical context or unformatted code files.
Expected Output
Clean, commented, structured, and validated code outputs.
Usage Guidelines
Recommended Models
Claude 3.5 Sonnet, GPT-4o, DeepSeek-V3
Usage Notes
Set temperature to 0.0 for deterministic code-generation tasks to ensure correct formatting structures.
Vulnerabilities & Limitations
May require post-processing validation if input files exceed context length boundaries.