Swiftdata Code Review

The swiftdata-code-review skill enables AI agents to perform automated code analysis on Swift projects, identifying potential bugs, style violations, and architectural issues within the source repository. It integrates directly with the development workflow to provide immediate feedback on code quality before merging or deployment.

When to use it

• Before committing changes to a shared Swift codebase to prevent introducing regressions.
• During pull request reviews to automatically validate adherence to team coding standards.
• When refactoring legacy Swift modules to detect deprecated APIs or memory safety risks.
• As part of a CI/CD pipeline to gate deployments based on automated linting results.

Key capabilities

• Parses Swift source files for syntax errors and logical inconsistencies.
• Enforces specific style guides (e.g., Apple’s Swift Style Guide).
• Detects common security vulnerabilities such as unsafe pointer usage.
• Provides actionable suggestions for improving code readability and maintainability.

Example prompts

• "Run a full code review on the UserManager.swift file and list all potential memory leaks."
• "Check if the recent changes in the Networking module comply with our team's Swift style guide."
• "Identify any deprecated APIs used in the new feature branch and suggest modern alternatives."

Tips & gotchas

Ensure your repository contains a .swiftlint.yml or similar configuration file to tailor the review rules to your project’s specific needs. This skill works best on monorepos or modular Swift projects where file dependencies are clearly defined; it may struggle with highly fragmented or non-standard project structures.