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Analyze Regressions

Grade OpenShift component health from regression triage metrics.

112|305|Updated Oct 10, 2025
Search Tags:#openshift#quality assessment#triage metrics#health grading#component health#regression analysis
One-click install
npx skills add https://github.com/openshift-eng/ai-helpers --skill analyze-regressions
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Analyze Regressions
Source: https://github.com/openshift-eng/ai-helpers/tree/main/plugins/component-health/skills/analyze-regressions
Command: npx skills add https://github.com/openshift-eng/ai-helpers --skill analyze-regressions

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill automates the analysis of OpenShift component health by evaluating regression triage metrics, helping teams identify where help is needed most.

Core Features & Use Cases

  • Health Grading: Calculate triage coverage, timeliness, and resolution speed grades.
  • Actionable Insights: Highlight components with zero triage coverage, slow response times, and high regression volumes.
  • Use Case: Imagine you're preparing a release readiness report. Use this Skill to automatically grade all components, identify those needing immediate attention, and generate interactive HTML reports for stakeholders.

Quick Start

Use the Analyze Regressions skill to grade component health for OpenShift release 4.20 and generate a detailed health scorecard.

Core Features & Use Cases

  • Interactive Reports: Generate HTML reports with filtering, sorting, and visual indicators.
  • Component Prioritization: Rank components by health and identify those with critical issues like zero triage coverage or slow response times.
  • Cross-Release Analysis: Compare health metrics across different OpenShift releases.

Quick Start

Analyze regression health for OpenShift release 4.20 and display both text and interactive HTML reports.

Frequently Asked Questions about Analyze Regressions

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

FAQPage Schema
How do I grade component health for OpenShift releases using regression triage data?▼

Regression analysis grades component health by evaluating triage coverage, timeliness, and resolution speed metrics. The Skill processes triage data across OpenShift releases, computes per-component scores, and generates text or HTML reports with health grades and stakeholder summaries for immediate visibility into component status.

What metrics does regression triage analysis use to identify components needing attention?▼

Regression triage analysis evaluates triage coverage (percentage of regressions triaged), response timeliness (how quickly issues are assessed), and resolution speed (time to fix). Components with zero triage coverage, slow response times, or high regression volumes are flagged as priority, enabling teams to allocate resources where help is needed most.

Can I generate interactive reports to compare component health across multiple OpenShift releases?▼

Yes. The Skill generates interactive HTML reports with filtering, sorting, and visual indicators for component health. You can analyze and compare health metrics across different OpenShift releases, rank components by grade, and identify critical issues in a single, stakeholder-ready format.

What input data and release information do I need to analyze component regressions?▼

You need regression triage data and a specified OpenShift release window. The Skill retrieves release windows, invokes data scripts to extract triage metrics, and processes arguments to generate graded health outcomes. No additional preprocessing is required; structured triage records are the primary input.

How does regression health grading differ from manual triage review?▼

Automated regression grading applies consistent, quantifiable criteria—triage coverage, timeliness, and resolution speed—across all components simultaneously. This eliminates subjectivity, scales to large component sets, and surfaces actionable insights like zero-coverage gaps and bottlenecks faster than manual review.

Can regression analysis work with OpenShift releases before version 4.20?▼

The Skill processes regression triage data across any OpenShift release window you specify. While examples reference release 4.20, the underlying triage metrics and grading logic apply to earlier versions provided your triage data and release definitions are available in the expected format.

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