ai-helpers

Generate a comprehensive manual testing guide from a Jira issue, GitHub PR URLs, or both. Use when the user wants test steps, a QE test plan, or a testing guide for code changes.

Create Jira issues — story, bug, epic, feature, initiative, task, or feature-request — with CNTRLPLANE, OCPBUGS, GCP, HyperShift, ARO, ROSA conventions and type-specific templates

Generate triage reports and post findings to Jira and Slack

Query and deduplicate open CVE vulnerability issues from OCPBUGS for Node team components

Check whether a Jira issue is well-groomed and ready for /jira:solve

Analyze and compare disruption across one or more Prow CI job runs by examining interval data, audit logs, pod logs, and CPU metrics

Fetch a Prow job run summary from Sippy showing all failed tests grouped by SIG with error messages

Fetch and return key data from a Prow job's prowjob.json artifact given a Prow job URL

Fetch detailed information about a Component Readiness regression from the Sippy API

Analyze a payload snapshot to identify root causes of blocking job failures, score candidate PRs, and produce an HTML report with revert recommendations

Use this skill when debugging a failed Prow CI job.

Grade component health based on regression triage metrics for OpenShift releases

Fetch and address all PR review comments — categorize by priority, make code changes, post replies, and push. Use when the user wants to address, respond to, or work through PR review feedback.

OpenShift Node team assistant. Covers kubelet, MCO, CRI-O, crun, conmonrs, Kueue operator, Jira (OCPNODE/OCPBUGS), Red Hat KB/support cases, Prometheus, and K8s/OCP docs. Triggers on OpenShift node-layer development, deployment, debugging, or team workflow tasks. For CVE/vulnerability triage, analysis, or reporting, defer to node-cve. For bug triage and assignment, defer to node-bug.

Create lean component documentation for OpenShift repositories

Review agentic documentation — verify claims locally against source code first, then use chai-bot for cross-repo and cross-functional verification

Update existing platform documentation with automatic gap detection in openshift/enhancements

Upload screenshots or images to GitHub and get back embeddable URLs for PR comments and issues. Use this when you have taken a screenshot, captured a UI change, or have any image file that needs to be shared in a GitHub PR or issue.

Snapshot OpenShift payload data (release controller, PR diffs, comments, CI jobs, JUnit results, regression tracking) to a local directory for offline analysis

Project and team-specific Jira conventions for CNTRLPLANE, OCPBUGS, GCP, HyperShift, and hosted control plane issues

Create a pull request from the current branch for a Jira issue. Use when changes are committed and pushed and the user wants to open a PR linking back to a Jira issue.

Check CI status on a GitHub PR and detect new failures. Use when monitoring a PR for CI regressions, deciding if CI failures need attention, or building a review-response loop.

Fetch new review comments from a GitHub PR, filtered to trusted users (org members + allowed bots). Use when monitoring a PR for feedback, checking for new review comments, or building a review-response workflow.

Schema for the autodl JSON data file produced by payload-analysis for database ingestion — you must use this skill whenever generating the autodl JSON file

State management for agentic payload triage actions — you must use this skill whenever reading or writing the payload results YAML file

Apply conventional commit formatting rules. Use when generating commit messages or creating commits.

Fix code review findings before committing. Use when the user wants to address pre-commit review feedback, fix review findings in the current branch, or apply code review fixes and push.

Analyze CVE reachability against downstream repository forks at version-specific release branches

Shared engine for analyzing Jira issue activity and generating status summaries

This skill should be used before any Snowflake command to verify MCP connectivity, guide users through access provisioning, and set the session context. Invoke this skill proactively whenever a command needs Snowflake data access.

Create TRT JIRA bugs, open revert PRs, and trigger payload jobs for high-confidence revert candidates

Safely query and report on OpenShift CI prow job and test data in BigQuery with cost controls, dry-run validation, and local caching of results

Categorize Jira issues into Red Hat Sankey Activity Type categories using MCP Jira tools. Supports single-issue and batch modes. Use when the user wants to categorize or set activity types on Jira issues, or mentions activity types, work types, Sankey, or capacity allocation.

Detailed implementation guide for generating bug fix release notes from Jira and GitHub PRs

Recursively extract GitHub Pull Request links from Jira issues

Generate OpenShift enhancement proposal markdown from Jira epic or feature content

Detailed implementation guide for recursively analyzing Jira features and generating comprehensive documentation

Detailed implementation guide for validating proposed release blockers

Generate an AI SBOM declaration for a PR description. Use this skill when the user asks to generate an AI SBOM, create an ai-assisted block, fill out their AI assistance section, or prepare a PR description with AI provenance. Also use when the user says 'what skills did I use' or 'summarize my AI usage'.

Language-specific review guidance for Go code including idiomatic patterns, test conventions, and build commands