testability-scoring

To assess software testability, this Skill applies AI-driven scoring across 10 intrinsic principles using Playwright automation. It evaluates web application test readiness and generates structured JSON results plus an HTML report to identify targeted testability improvements.

The 10 intrinsic principles for evaluating test readiness include Observability, Controllability, Algorithmic Simplicity, Transparency, Stability, Explainability, Unbugginess, Smallness, Decomposability, and Similarity. These principles quantify software testability to identify gaps causing slow feedback loops.

To generate an HTML radar report for testability scoring, run a Playwright assessment against a target URL. The Skill outputs structured JSON results and visualizes testability strengths and gaps in an HTML radar report for actionable documentation.

Vibium integration is not required to run a testability assessment. The Skill uses Playwright automation and a YAML frontmatter-defined skill configuration to evaluate web applications, with Vibium serving as an optional component for extended results.

Yes, you can use Playwright to measure web application testability. The Skill requires Playwright automation to apply AI-powered scoring across 10 principles, evaluating test readiness and identifying improvements for your target URL.

The best way to quantify test readiness for a web application is scoring it against 10 intrinsic testability principles using Playwright. This generates a JSON results file and an HTML radar report highlighting specific strengths and gaps.