python-backend-reviewer

What problem does it solve?

The Python Backend Code Reviewer skill provides expert, architecture-aware analysis to identify over-complexity, duplicated logic, anti-patterns, and deviations from best practices in Python backend code. It helps teams quickly surface high-impact maintainability issues introduced by AI-generated code and guides targeted refactoring.

Core Features & Use Cases

• Static quality assessment: analyzes code structure, complexity, and duplication to yield actionable remediation guidance.
• Anti-pattern detection: highlights common Python backend antipatterns (duplication, over-engineering, poor imports) and suggests established refactoring patterns.
• Guided remediation: references refactoring patterns and best-practices docs to drive concrete improvements with minimal boilerplate.
• Use Case: during code reviews of a service module, run the tool to identify duplicated logic across endpoints and propose a refactor plan.

Quick Start

Use this skill during code reviews to audit Python backend quality. For immediate results, run:

• uv run python scripts/detect_duplicates.py path/to/code
• uv run python scripts/complexity_analyzer.py path/to/code
• uv run python scripts/analyze_imports.py path/to/code
• uv run python scripts/concurrency_analyzer.py path/to/code