ai-helpers
OpenShift CI failure triage, payload analysis, and CVE remediation
All Skills in This Repository (44)
Pure Emerald Level IndicatorsLVMS Analyzer
Diagnose LVMS storage issues from must-gather data into a structured report.
Resource Analysis
Analyze memory, CPU, disk, and process metrics from sosreport archives.
CNTRLPLANE Jira Conventions
Enforce CNTRLPLANE Jira conventions for OpenShift issue creation.
Node Tuning Helper Scripts
Generate Tuned manifests and analyze node tuning snapshots from OpenShift clusters or sosreports.
OVS Database and Flow Analysis
Analyze Open vSwitch sosreport data to identify misconfigurations, problematic flows, and packet drops.
HyperShift Jira Conventions
Enforce HyperShift Jira conventions for CNTRLPLANE and OCPBUGS issue creation.
HyperShift KubeVirt Provider
Deploy HyperShift clusters on Kubernetes with KubeVirt virtualization.
Prow Job Analyze Metal Install Failure
Diagnose OpenShift metal installation failures in Prow CI jobs from logs.
Create Jira Bug
Create Jira bug reports with reproduction steps and environment details.
Jira Pull Request Extractor
Discover Jira issues recursively and extract GitHub Pull Request links into deduplicated JSON.
Create Jira Epic
Create Jira epics with scope, acceptance criteria, and parent feature linkage.
Must-Gather Analyzer
Analyze OpenShift must-gather YAML data to diagnose cluster health issues.
Frequently Asked Questions
FAQPage SchemaHow to install ai-helpers?โผ
Run `npx skills add openshift-eng/ai-helpers --all -g -y` in your terminal to install all plugins in this collection globally.
How to analyze a failed OpenShift CI job?โผ
Use the prow-job-analysis skill with a Prow job URL; it downloads artifacts, classifies the failure type, and routes to specialized references for install, test, upgrade, or infrastructure failures.
Can it find why a payload was rejected?โผ
Yes. The payload-analysis skill snapshots release controller data, PR diffs, and test results, then scores candidate PRs and recommends reverts with an HTML report.
Does it work with Jira and Sippy?โผ
Yes. Skills fetch Jira issue details, create triage records, set release blockers, and query Sippy for regressions, test reports, and job run labels.
Can it triage CVEs in Go code?โผ
Yes. The node-cve and golang plugins query open CVEs from Jira, analyze reachability in downstream repos, and patch Go modules with the correct update strategy.
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