Can it calculate technical debt automatically?

It provides a structured formula (Cost to Fix * Impact) and logic to help users categorize and prioritize code, test, and architectural debt.

What is the recommended testing pyramid ratio for this skill?

This skill advocates for a distribution of 70-80% unit tests, 15-20% integration tests, and 5-10% E2E tests to ensure fast, reliable, and cost-effective validation.

Does 100% code coverage mean my code is fully tested?

No, and this skill highlights that. It focuses on testing boundary conditions, error handlers, and business logic rather than just chasing a coverage percentage.

How does it help in identifying refactoring needs?

The skill uses Cyclomatic Complexity (CC) formulas; if a function's CC exceeds 15 or has a low Maintainability Index, it proactively suggests refactoring.

QA Strategy & Quality Metrics

Name: QA Strategy & Quality Metrics
Author: Agentient

byAgentient

Security & Testing

Implements robust testing frameworks and quality metrics to manage technical debt and improve code maintainability.

About

This skill provides a comprehensive framework for software quality assurance, focusing on the implementation of the testing pyramid, calculation of cyclomatic complexity, and systematic management of technical debt. It enables developers to move beyond simple code coverage by analyzing maintainability indices and logic complexity, ensuring that projects remain scalable and easier to refactor over time. By proactively triggering during architectural design or code reviews, it helps teams balance unit, integration, and E2E tests while identifying high-risk code paths that require immediate attention.

Key Features

Advanced coverage auditing across statement, branch, and function levels
Testing pyramid optimization (Unit, Integration, E2E balance)
Technical debt impact analysis and repayment strategies
Cyclomatic Complexity (CC) calculation and refactoring triggers
Maintainability Index (MI) assessment for long-term health
0 GitHub stars

Use Cases

Architecting a balanced automated testing strategy for new features
Refactoring complex logic by monitoring cyclomatic complexity scores
Auditing legacy codebases to identify and prioritize technical debt repayment

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add agentient/vibekit qa-strategy-and-metrics

For use in Claude.ai and ChatGPT

Download Skill

GitHub