How is it different from simple test coverage tools?

Unlike tools that focus on vanity metrics like coverage percentage, this skill prioritizes outcomes like how many bugs actually reach production and the time taken to recover from failures.

What are the primary metrics tracked by this skill?

It focuses on DORA metrics (Deployment Frequency, Lead Time, CFR, MTTR) and quality outcomes like Bug Escape Rate, MTTD, and Test Effectiveness.

Can I use this for CI/CD pipelines?

Yes, it provides specific configurations for setting up blocking quality gates at the commit, pull request, and release stages.

How does this skill use AI agents?

It coordinates specialized agents like the qe-quality-analyzer and qe-quality-gate to automatically monitor trends, calculate density, and enforce build policies.

Quality Metrics & Dashboards

Name: Quality Metrics & Dashboards
Author: natea

bynatea

0•

分析と監視

Measures software quality and delivery performance using actionable DORA metrics, quality gates, and automated trend analysis.

The Quality Metrics skill empowers Claude to establish data-driven quality frameworks by implementing industry-standard measurement patterns like DORA and bug escape rates. It moves beyond vanity metrics to focus on high-impact outcomes like Mean Time to Detect (MTTD) and Change Failure Rate, enabling agents to automatically configure quality gates, generate Grafana dashboards, and perform long-term trend analysis. This skill is essential for engineering teams looking to justify quality investments and maintain high standards across the software development lifecycle through automated observability.

主な機能

01Outcome-focused measurement including Bug Escape Rate and Test Effectiveness

02Automated dashboard design templates for observability platforms

030 GitHub stars

04Actionable quality gate configuration with blocking and warning thresholds

05Automated DORA metrics tracking including Deployment Frequency and MTTR

06AI-driven trend analysis and predictive quality reporting over 90-day cycles

ユースケース

01Establishing automated quality gates to block defective code in CI/CD pipelines

02Analyzing long-term defect density and bug escape trends to optimize testing strategies

03Creating executive-level quality dashboards that track real outcomes over vanity metrics

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add natea/ai-news-influencer quality-metrics

For use in Claude.ai and ChatGPT

Download Skill