Python Code Review
Systematic code review with actionable feedback organized by severity.
Process
- •
Gather context
bashgit diff --name-only main git diff main git log main..HEAD --oneline
- •
Run automated checks
bashruff check --output-format=json <files> vulture --min-confidence=80 <files> mypy <files>
- •
Apply review checklists - see references below
- •
Generate report with issues and fix plan
Severity Levels
| Level | Definition | Action |
|---|---|---|
| Critical | Security flaws, data loss, breaking changes | Blocks merge |
| High | Resource leaks, wrong layer, N+1 queries | Fix before merge |
| Moderate | Missing tests, complexity >10, swallowed exceptions | Should address |
| Low | Style beyond linter, minor refactoring | Optional |
Review Categories
Apply these checklists to changed files:
- •
Architecture - Layer violations, dependency direction, god classes
- •
Security - Injection, secrets, path traversal, deserialization
- •
Quality - Complexity, error handling, performance
- •
Testing - Coverage, assertions, isolation, fixtures
- •
Documentation - Docstrings, README accuracy
- •
Deployment - Dockerfile, Helm, migrations
- •
Consistency - Code-docs sync, signature matches
Output Format
markdown
# Code Review Report **Status**: PASS | NEEDS_WORK | BLOCKED ## Issues | Severity | Count | |----------|-------| | Critical | N | ### [Category] - [severity] file:line - description - Fix: specific suggestion ## Fix Plan 1. [Issue] - [Action]
Principles
- •Be specific: "Add try/except at line 42" not "improve error handling"
- •Verify first: Check functions exist before suggesting them
- •Focus on changes: Don't refactor untouched code
- •Provide working examples