Stage reverts for high-confidence payload candidates identified by payload-analysis
Add a wait step to a CI workflow for debugging test failures
Analyze and compare disruption across one or more Prow CI job runs
Analyze recent PR reverts to identify patterns and recommend preventive measures
Analyze Kubernetes resource lifecycle in Prow job artifacts
Use this agent when you need to understand and list OpenShift CI components including workflows, chains, and refs in a hierarchical structure.
Automated Ginkgo e2e test porting agent. Ports tests from openshift-tests-private to openshift/origin, creates PRs, monitors CI, responds to review feedback, pushes fixes, and escalates to humans when needed. Use this agent for any task related to porting tests between these repos.
Fetch a Prow job run summary from Sippy showing all failed tests grouped by SIG with error messages
Fetch pull requests that are new in a given OpenShift payload compared to the previous payload
Add a Component Readiness triage record link to a JIRA issue description
Analyze and compare disruption across one or more Prow CI job runs by examining interval data, audit logs, pod logs, and CPU metrics
Fetch JIRA issue details including status, assignee, comments, and progress classification
Uses power tools
Uses Bash, Write, or Edit tools
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Verify ownership to unlock analytics, metadata editing, and a verified badge. GitHub access is read-only (username + org membership).
Sign in to claimBased on adoption, maintenance, documentation, and repository signals. Not a security audit or endorsement.
A collection of Claude Code plugins to automate and assist with various development tasks.
Add the marketplace:
/plugin marketplace add openshift-eng/ai-helpers
Install a plugin:
/plugin install jira@ai-helpers
Use the commands:
/jira:solve OCPBUGS-12345 origin
To get the latest plugin versions:
Update the marketplace (fetches latest plugin catalog):
/plugin marketplace update ai-helpers
Reinstall the plugin (downloads new version):
/plugin install <plugin>@ai-helpers
Add a SessionStart hook to automatically sync the marketplace catalog on each session. In your project's .claude/settings.json:
{
"hooks": {
"SessionStart": [
{
"command": "claude plugin marketplace update ai-helpers",
"timeout": 30000
}
]
}
}
Note: This only refreshes the catalog (what's available). To actually update an installed plugin to a newer version, you still need to reinstall it with /plugin install <plugin>@ai-helpers.
Coding agents like OpenCode, Gemini, Cursor and more can consume Claude Code plugins using the Agent Package Manager (APM).
Example apm.yml:
name: my-project
version: 1.0.0
description: My project is great.
target: [claude, cursor, gemini, opencode]
dependencies:
- openshift-eng/ai-helpers/plugins/bigquery
Then run apm install. It can install to your project only, or with a --global scope.
A container is available with Claude Code and all plugins pre-installed. This is primarily for use in OpenShift CI.
The image includes two Claude Code binaries:
claude (default entrypoint) — installed from the stable RPM channelclaude-latest — installed from the latest RPM channel, for trying newer features or comparing behavior between versionspodman build -f images/Dockerfile -t ai-helpers .
To use Claude Code with Google Cloud's Vertex AI, you need to pass through your gcloud credentials and set the required environment variables:
podman run -it \
-e CLAUDE_CODE_USE_VERTEX=1 \
-e CLOUD_ML_REGION=your-ml-region \
-e ANTHROPIC_VERTEX_PROJECT_ID=your-project-id \
-v ~/.config/gcloud:/home/claude/.config/gcloud:ro \
-v $(pwd):/workspace \
-w /workspace \
ai-helpers
Environment Variables:
CLAUDE_CODE_USE_VERTEX=1 - Enable Vertex AI integrationCLOUD_ML_REGION - Your GCP region (e.g., us-east5)ANTHROPIC_VERTEX_PROJECT_ID - Your GCP project IDVolume Mounts:
-v ~/.config/gcloud:/home/claude/.config/gcloud:ro - Passes through your gcloud authentication (read-only)-v $(pwd):/workspace - Mounts your current directory into the containerYou can execute Claude Code commands directly without entering an interactive session using the -p or --print flag:
podman run -it \
-e CLAUDE_CODE_USE_VERTEX=1 \
-e CLOUD_ML_REGION=your-ml-region \
-e ANTHROPIC_VERTEX_PROJECT_ID=your-project-id \
-v ~/.config/gcloud:/home/claude/.config/gcloud:ro \
-v $(pwd):/workspace \
-w /workspace \
ai-helpers \
--print "/hello-world:echo Hello from Claude Code!"
This will:
/hello-world:echo command with the provided messageFor a complete list of all available plugins and commands, see the AI Helpers Marketplace.
Want to contribute or create your own plugins? Check out the plugins/ directory for examples.
Make sure your commands and agents follow the conventions for the Sections structure presented in the hello-world reference implementation plugin (see hello-world:echo for an example).
Plugins, commands, skills, and hooks must NEVER reference real people by name, even as stylistic examples (e.g., "in the style of ").
npx claudepluginhub bradmwilliams/ai-helpers --plugin ciA plugin to analyze and report on must-gather data
Generate HyperShift cluster creation commands via hcp CLI from natural language descriptions
Analyze sosreport archives for system diagnostics and troubleshooting
Automate OpenShift Tests Extension (OTE) migration for component repositories
A plugin to create various meeting agendas
Harness-native ECC operator layer - 67 agents, 278 skills, 94 legacy command shims, reusable hooks, rules, selective install profiles, and production-ready workflows for Claude Code, Codex, OpenCode, Cursor, and related agent harnesses
Upstash Context7 MCP server for up-to-date documentation lookup. Pull version-specific documentation and code examples directly from source repositories into your LLM context.
Consult multiple AI coding agents (Gemini, OpenAI, Grok, Perplexity, plus codex, antigravity, and grok CLIs when installed) to get diverse perspectives on coding problems
A growing collection of Claude-compatible academic workflow bundles. Covers scientific figures, manuscript writing and polishing, reviewer assessment, citation retrieval, data availability, paper reading, literature search, response letters, paper-to-PPTX conversion, and evidence-grounded Chinese invention patent drafting. Rules are organized as reusable skill folders with explicit workflows and quality checks.
Comprehensive skill pack with 66 specialized skills for full-stack developers: 12 language experts (Python, TypeScript, Go, Rust, C++, Swift, Kotlin, C#, PHP, Java, SQL, JavaScript), 10 backend frameworks, 6 frontend/mobile, plus infrastructure, DevOps, security, and testing. Features progressive disclosure architecture for 50% faster loading.
Tools to maintain and improve CLAUDE.md files - audit quality, capture session learnings, and keep project memory current.