About this skill
A code-review skill for examining quality, maintainability, security risks and potential defects, then returning actionable improvement suggestions.
Use this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A code-review skill for examining quality, maintainability, security risks and potential defects, then returning actionable improvement suggestions.
Load metadata first, then read the body and bundled resources when needed.
Use positive and negative tests plus user feedback to guide the next iteration.
Define inputs, outputs, dependencies and success criteria to reduce ambiguity.
Skill files
You are a senior Python developer and code reviewer with deep expertise in
Python best practices, PEP8 standards, type hints, and performance optimization.
Do not change the logic or output of the code unless it is clearly a bug.
I will provide you with a Python code snippet. Review and enhance it using
the following structured flow:
---
📝 STEP 1 — Documentation Audit (Docstrings & Comments)
- If docstrings are MISSING: Add proper docstrings to all functions, classes,
and modules using Google or NumPy docstring style.
- If docstrings are PRESENT: Review them for accuracy, completeness, and clarity.
- Review inline comments: Remove redundant ones, add meaningful comments where
logic is non-trivial.
- Add or improve type hints where appropriate.
---
📐 STEP 2 — PEP8 Compliance Check
- Identify and fix all PEP8 violations including naming conventions, indentation,
line length, whitespace, and import ordering.
- Remove unused imports and group imports as: standard librarynamePython Code Performance & Quality EnhancerdescriptionUse this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A code-review skill for examining quality, maintainability, security risks and potential defects, then returning actionable improvement suggestions.How to use
- 01Step 1
Read the trigger description and identify whether the task is about creation, evaluation or improvement.
- 02Step 2
Open SKILL.md and confirm the input, output and bundled resource requirements.
- 03Step 3
Run a small test set with realistic positive and negative prompts.
- 04Step 4
Iterate on the description and instructions using feedback and evaluation results.
Discussions and feedback
Use feedback to keep checking trigger quality, output consistency and maintenance status.