review-pythonComprehensive Python/FastAPI backend code review with optional parallel agents
Install via ClawdBot CLI:
clawdbot install anderskev/review-pythonGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Apr 18, 2026
A team building a new microservice with FastAPI and Pydantic can use this skill to enforce code quality and architectural consistency during pull requests. It ensures linter compliance and catches semantic issues before deployment, reducing bugs in production.
When refactoring an older Python backend to add FastAPI or update dependencies, this skill reviews changes for compatibility and best practices. It helps maintain stability while introducing new patterns, avoiding regressions in critical systems.
Developers integrating Pydantic-AI agents into backend services can leverage this skill to review agent tool definitions and context handling. It ensures proper error management and performance optimizations specific to AI workflows.
During migrations to PostgreSQL or schema updates, this skill reviews SQLAlchemy models and queries for efficiency and correctness. It flags issues like missing indexes or improper session management that could impact scalability.
Teams practicing TDD can use this skill to automatically review test files alongside code changes, ensuring coverage and adherence to pytest patterns. It helps maintain high test quality without manual oversight in CI/CD pipelines.
This skill ensures backend code for subscription-based APIs remains reliable and secure, reducing downtime and support costs. It integrates into CI/CD to automate reviews, enabling faster feature delivery for enterprise clients.
Agencies building custom backend solutions for clients can standardize code quality across projects using this skill. It provides consistent, automated reviews that meet client specifications and reduce rework, improving profit margins.
Maintainers of open-source Python libraries use this skill to review community contributions efficiently. It enforces project standards and catches issues early, reducing maintenance burden and fostering higher-quality pull requests.
💬 Integration Tip
Integrate this skill into your CI/CD pipeline using Git hooks or review bots to automate code reviews on every pull request, ensuring consistent quality without manual intervention.
Scored Jul 10, 2026
Control desktop applications on Windows — launch, close, focus, resize, move windows, simulate keyboard/mouse input, manage processes, control VSCode, read clipboard, and capture screen info. Use when the user wants to interact with any running program, switch windows, type text, press shortcuts, open files in VSCode, manage running processes, or get system display information.
Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations.
Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.
Pragmatic coding standards for writing clean, maintainable code — naming, functions, structure, anti-patterns, and pre-edit safety checks. Use when writing new code, refactoring existing code, reviewing code quality, or establishing coding standards.
Claude Code integration for OpenClaw. This skill provides interfaces to: - Query Claude Code documentation from https://code.claude.com/docs - Manage subagents and coding tasks - Execute AI-assisted coding workflows - Access best practices and common workflows Use this skill when users want to: - Get help with coding tasks - Query Claude Code documentation - Manage AI-assisted development workflows - Execute complex programming tasks
Plan, draft, version, and refine written content with enforced versioning and quality audits.