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quality-metrics

Analyze DORA metrics, test effectiveness, and bug escape rates for software quality.

1|Updated Dec 29, 2025
Search Tags:#testing#ci/cd#metrics#quality#quality gates#dora
One-click install
npx skills add https://github.com/aquariuscook/Agent_Modus_Map --skill quality-metrics-aquariuscook
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: quality-metrics
Source: https://github.com/aquariuscook/Agent_Modus_Map/tree/main/.claude/skills/quality-metrics
Command: npx skills add https://github.com/aquariuscook/Agent_Modus_Map --skill quality-metrics-aquariuscook

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill addresses the challenge of effectively measuring software quality by focusing on actionable metrics and establishing clear quality gates, moving beyond vanity metrics to drive meaningful improvements.

Core Features & Use Cases

  • DORA Metrics: Tracks and analyzes key DevOps metrics like Deployment Frequency, Lead Time, MTTR, and Change Failure Rate.
  • Quality Gates: Defines and enforces thresholds for code quality, test coverage, and security to prevent regressions.
  • Bug Analysis: Calculates Bug Escape Rate and Test Effectiveness to understand defect leakage and testing efficiency.
  • Use Case: Implement this Skill to build a comprehensive quality dashboard, set up automated quality gates in your CI/CD pipeline, and identify areas for process improvement based on data-driven insights.

Quick Start

Use the quality-metrics skill to analyze the current build's quality against defined gates.

Frequently Asked Questions about quality-metrics

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

FAQPage Schema
How do I track DORA metrics like Deployment Frequency and MTTR for my CI/CD pipeline?▼

DORA metrics tracking involves analyzing Deployment Frequency, Lead Time, MTTR, and Change Failure Rate across your CI/CD pipeline. This Skill automates that calculation and provides trend analysis to identify areas for DevOps process improvement.

How do I set up quality gates to prevent code regressions at the pull request stage?▼

Setting up quality gates at the pull request stage means defining strict thresholds for code quality, test coverage, and security. This Skill facilitates enforcing those gates across commit, pull request, and release stages to prevent regressions.

What is the best way to calculate bug escape rate and test effectiveness?▼

Calculating bug escape rate and test effectiveness measures defect leakage and testing efficiency. This Skill analyzes these quality metrics to help you understand defect leakage and identify where your testing strategy needs improvement.

Can I generate automated quality dashboards for continuous quality improvement?▼

Generating automated quality dashboards provides data-driven insights for continuous quality improvement. This Skill supports automated dashboard generation to visualize quality metrics, DORA data, and bug analysis trends.

Why should I measure software quality using actionable metrics instead of vanity metrics?▼

Measuring software quality with actionable metrics drives meaningful improvements by focusing on real outcomes rather than vanity metrics. This Skill moves beyond superficial numbers to track test effectiveness and bug escape rates.

Do I need specific CI/CD tools configured to enforce quality gates across release stages?▼

Enforcing quality gates across release stages requires integrating checks into your existing CI/CD pipeline. This Skill facilitates defining thresholds for code quality and test coverage that can be applied at commit, pull request, and release stages.

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