How does Guard Skills compare to traditional linters?

While traditional linters like ESLint or Pylint check static syntax and formatting, Guard Skills operates at a semantic level. It validates test quality, documentation completeness, API call legitimacy, and specialized WordPress/WooCommerce patterns. It catches issues that linters simply cannot see — like hallucinated API endpoints or tests that pass without actually testing anything.

How does Guard Skills compare to SonarQube?

SonarQube is a heavyweight code quality platform requiring server setup, database configuration, and ongoing maintenance. Guard Skills is lightweight, installable via a CLI in seconds, and designed specifically for the AI coding agent workflow. It runs locally, has zero infrastructure overhead, and targets failure modes unique to AI-generated code that SonarQube does not address.

What guards are included in Guard Skills?

Guard Skills includes 5 guards: clean-code-guard (detects code smells and anti-patterns), test-guard (validates test quality and catches mock abuse), docs-guard (ensures documentation completeness and accuracy), wp-guard (WordPress-specific quality checks), and woo-guard (WooCommerce-specific quality checks).

How do I install Guard Skills?

Guard Skills is installed via the skills CLI. Once installed, you can run any guard against your codebase with a single command. The guards integrate directly into your CI/CD pipeline or can be used locally during development.

Guard Skills — AI Code Review Alternative for Coding Agents

Name: Guard Skills
Author: Guard Skills

What Is Guard Skills?

Guard Skills is a next-generation quality gate framework purpose-built for coding agents. As AI-assisted development accelerates, so does the risk of subtle but devastating bugs — code smells that escape traditional review, hallucinated API endpoints that compile but crash, test suites that pass without testing anything meaningful, and documentation that describes a version of the code that never existed.

Guard Skills addresses these failure modes head-on. Instead of asking developers to manually review every line of AI-generated code — an approach that fundamentally defeats the purpose of using an agent — Guard Skills enforces automated quality gates that run as part of your development workflow. Think of it as an AI code review alternative that never sleeps, never gets tired, and never misses a pattern it's been trained to catch.

Whether you are building with large language models on the backend, writing tests for a microservice, maintaining a WordPress plugin, or running a WooCommerce store, Guard Skills integrates directly into your pipeline via the CLI. Install it in seconds, configure your guards, and let automated quality enforcement handle the rest.

The Five Guards That Power Guard Skills

Guard Skills ships with five specialized guards, each targeting a specific class of AI failure mode:

🧹

Clean Code Guard

Detects code smells, anti-patterns, duplicated logic, and stylistic inconsistencies that plague AI-generated code.

🧪

Test Guard

Validates test quality, catches mock abuse, and flags tests that pass without meaningful assertions.

📝

Docs Guard

Ensures documentation completeness, checks for hallucinated API references, and validates code examples.

🔌

WP Guard

WordPress-specific quality checks — validates hooks, plugin structure, and WordPress coding standards.

🛒

Woo Guard

WooCommerce-focused validation for payment gateways, product data, shipping logic, and extension integrity.

Explore Guard Skills Guards →

Guard Skills vs. Linters vs. SonarQube

Traditional tools like linters and SonarQube were not designed for the AI coding era. Here is how Guard Skills stacks up as the leading AI code review alternative.

Traditional Linters

Static syntax and formatting only
No semantic analysis
Cannot detect hallucinated APIs
No test quality validation
No documentation verification
Zero AI-failure-mode awareness

Guard Skills

Semantic quality gates
AI-specific failure detection
Catches hallucinated API calls
Full test quality validation
Documentation completeness checks
WordPress / WooCommerce support
CLI-native, zero infrastructure

SonarQube

Heavyweight server infrastructure
Database and maintenance required
Not designed for AI-generated code
No test mock-abuse detection
No WordPress / WooCommerce checks
Complex CI integration

Guard Skills is the AI code review alternative that fills the gap traditional tools leave wide open.

Why Guard Skills Is the AI Code Review Alternative You Need

The rise of AI coding agents has fundamentally changed how software is written. Code that once took a developer days now takes an agent minutes. But speed without quality control is a liability. Every AI-assisted team faces the same set of recurring issues:

Code smells — AI models produce code that looks correct but violates best practices in subtle ways.
Hallucinated APIs — Agents generate calls to functions or endpoints that do not exist, compiling only because of dynamic dispatch or missing type checks.
Mock abuse — Tests that mock every dependency produce high coverage numbers but test nothing about real integration points.
Dead tests — Tests that pass because they never actually run the code under test, or assert vacuously true conditions.
Missing or fabricated documentation — Generated docs that describe an older version of the code, or reference libraries and patterns not present.

Guard Skills was built from the ground up to catch exactly these patterns. Each guard is a specialized quality gate tuned to the failure modes of AI-generated code. By integrating Guard Skills into your CI/CD pipeline, you create an automated safety net that works alongside your coding agent — not against it.

Install Guard Skills Now

Frequently Asked Questions About Guard Skills

What exactly does Guard Skills check that linters miss?

Linters operate on syntax and formatting — they can tell you if a semicolon is missing or indentation is wrong. Guard Skills operates at the semantic level. It checks whether APIs actually exist before you call them, whether tests make meaningful assertions rather than passing vacuously, whether documentation matches the actual codebase, and whether WordPress hooks and WooCommerce extension patterns follow correct conventions.

Can I use Guard Skills with my existing CI/CD pipeline?

Yes. Guard Skills is CLI-native and designed to drop into any CI/CD workflow. Whether you are using GitHub Actions, GitLab CI, Jenkins, or a custom pipeline, you can add a Guard Skills step in seconds. There is no server to deploy, no database to configure, and no API key to manage.

Is Guard Skills only for AI-generated code?

While Guard Skills is optimized for the failure modes common in AI-generated code, its guards are equally effective on hand-written code. The clean-code-guard, test-guard, and docs-guard are valuable quality gates for any software project, regardless of whether the code was written by a human or an agent.

How is Guard Skills licensed?

Guard Skills is open source and available on GitHub. You can inspect the source, contribute improvements, and run it freely in your projects. The entire project is available at the Guard Skills GitHub repository.

How do I get started with Guard Skills?

Getting started is simple. Install Guard Skills via the skills CLI, choose the guard that matches your needs, and run it against your codebase. Full documentation and quickstart guides are available to have you up and running in minutes.