audit-idiomatic

Audit codebases for non-idiomatic language and framework usage.

1|Updated Feb 27, 2026
One-click install
npx skills add https://github.com/SebKay/skills --skill audit-idiomatic
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: audit-idiomatic
Source: https://github.com/SebKay/skills/tree/main/audit-idiomatic
Command: npx skills add https://github.com/SebKay/skills --skill audit-idiomatic

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill addresses the challenge of code that deviates from the established conventions and best practices of its programming language, framework, or project, leading to potential bugs, increased maintenance costs, and reduced developer productivity.

Core Features & Use Cases

  • Idiomatic Code Auditing: Detects and flags code that fights the local stack, bypasses framework conventions, or reimplements standard abstractions.
  • Prioritized Findings: Classifies issues by severity (P1-P4) to focus on the most impactful corrections.
  • Safe Auto-Fixing: Automatically corrects local, behavior-preserving issues when safe to do so.
  • Use Case: When reviewing a new feature, use this Skill to ensure it adheres to the project's established patterns and framework guidelines, preventing technical debt accumulation.

Quick Start

Use the audit-idiomatic skill to review the codebase for non-idiomatic patterns and suggest improvements.

Frequently Asked Questions about audit-idiomatic

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I audit my codebase for non-idiomatic framework usage?

You can detect non-idiomatic patterns by analyzing project manifests and code structure to establish a convention baseline. This process identifies bypassed framework conventions and reimplemented abstractions, prioritizing the findings for safe auto-fixing.

What is idiomatic code and why does it matter for maintainability?

Idiomatic code follows the established conventions and best practices of its programming language or framework. Code that deviates from these standards fights the local stack, leading to increased maintenance costs, potential bugs, and reduced developer productivity.

How do I find code that bypasses framework conventions or reimplements abstractions?

To find code that bypasses framework conventions or reimplements abstractions, analyze the project's established patterns and code structure to establish an idiomatic baseline. This baseline comparison flags non-idiomatic patterns and lifecycle misuse for targeted correction.

Can I automatically fix non-idiomatic code without changing its behavior?

Yes, you can automatically fix non-idiomatic code without changing its behavior. The audit process identifies local, behavior-preserving issues and automatically corrects them when it is safe to do so, classifying all issues by severity to focus on safe corrections.

Does an idiomatic code audit require analyzing project manifests?

Yes, an idiomatic code audit requires analyzing project manifests, code structure, and established conventions. This analysis is necessary to establish an accurate idiomatic baseline before identifying patterns that fight the local stack and prioritizing findings.

When should I review code for non-idiomatic patterns to prevent technical debt?

You should review code for non-idiomatic patterns when adding a new feature to ensure it adheres to project guidelines. Running an idiomatic code audit during code review prevents technical debt accumulation by identifying convention bypasses and reimplemented abstractions early.