auto-testability

Identify logic to extract into pure helpers for improved testability.

6|Updated Mar 31, 2026
One-click install
npx skills add https://github.com/Corvalis-LLC/Crow-Stack --skill auto-testability
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: auto-testability
Source: https://github.com/Corvalis-LLC/Crow-Stack/tree/main/skills/auto-testability
Command: npx skills add https://github.com/Corvalis-LLC/Crow-Stack --skill auto-testability

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Testability discipline for application code focuses on making logic testable by surfacing when it should be extracted into pure helpers, and when routes/pages/components carry too much domain work, creating seams for focused unit tests. It is used during maintainability reviews, refactoring for better tests, and validating whether code is easy to verify without brittle integration-heavy coverage.

Core Features & Use Cases

  • Pure helper extraction for domain logic, validation, payload shaping, and mapping.
  • Thin orchestration layers that own wiring while delegating domain logic to helpers.
  • Explicit dependencies and narrow interfaces to ease testing and mocking.
  • Guidelines for when to refactor to improve testability and maintainability.
  • Use cases include reviewing large pages, handlers, or services to identify testing bottlenecks.

Quick Start

Run a quick audit to identify where pure helpers can replace inline logic to improve testability.

Frequently Asked Questions about auto-testability

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

FAQPage Schema
How do I refactor code to improve testability and maintainability?

Refactor code to improve testability by extracting domain logic into pure helpers, ensuring thin orchestration layers, and establishing explicit dependencies for narrow, easily testable units. This reduces reliance on brittle integration-heavy coverage.

What is the best way to identify logic that should be extracted into pure functions?

Identify pure functions by auditing routes, pages, and services for inline domain work like validation and payload shaping. Extracting this logic into pure helpers creates seams for focused unit tests and removes testing bottlenecks.

How do I reduce brittle integration tests in UI-heavy components?

Reduce brittle integration tests in UI-heavy components by enforcing thin orchestration that delegates domain logic to pure helpers, ensuring narrow interfaces and explicit dependencies that ease mocking and focused unit testing.

When do I need to refactor service layers for better unit tests?

Refactor service layers for better unit tests when they carry too much domain work, lack explicit dependencies, or require integration-heavy coverage. Extracting pure helpers creates narrow, easily testable units for maintainability reviews.

Does this approach work with modern codebases using service layers and UI components?

Yes, this testability approach applies to refactoring reviews across modern codebases, specifically targeting UI-heavy components, service layers, and handlers to surface logic extraction opportunities and improve code quality.