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rhecosystemappeng/openshift-ai-skills

v0.1.0Apache-2.0

Add and configure Red Hat OpenShift AI components in your project. Interactive skills for model serving, pipelines, model registry, RAG, training, and more.

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OpenShift AI Skills

  • Discovery — knowing what OpenShift AI offers and which components are relevant to your project takes time.
  • Integration — deploying and wiring OpenShift AI components into an existing codebase is not straightforward.

This plugin provides an AI advisor that solves both problems. It analyzes your repository, recommends OpenShift AI components — both migrations from your current infrastructure and net-new additions — and then implements the selected components while you stay in the loop.

Example

Suppose your project already contains a RAG pipeline. The advisor will suggest:

  1. Migrate to the OpenShift AI RAG Stack.
  2. Add RAGAS for evaluation.
  3. Add AutoRAG for chunking optimization.

You pick what to adopt — for example, only the RAG Stack migration. The agent then proposes implementation approaches, wires the component into your project, and verifies it works in your environment. You do not need prior knowledge of OpenShift AI; the advisor handles the details.

Output of a real example

ai-driven-network-remediation

Works with Cursor, Claude Code, and OpenAI Codex.

Tested and refined across multiple repositories over 40+ iterations.

Install

Cursor

/add-plugin openshift-ai-skills

Or clone manually:

git clone https://github.com/RHEcosystemAppEng/openshift-ai-plugin.git \
  ~/.cursor/plugins/local/openshift-ai-skills

Claude Code

claude --plugin-dir ./openshift-ai-skills

Or install from a marketplace once published.

OpenAI Codex

Clone into your plugins directory:

git clone https://github.com/RHEcosystemAppEng/openshift-ai-plugin.git \
  ~/.agents/plugins/openshift-ai-skills

Then use @plugin-creator to add it to your personal marketplace, or invoke skills directly with @openshift-ai-skills.

Skills

SkillWhat it does
openshift-ai-advisorAnalyzes your project and recommends which OpenShift AI components to add
add-openshift-ai-componentAdds a component, wires it into your app, tests it, verifies on each deployment target

Invoking by provider

ProviderAdvisorAdd Component
Cursor/openshift-ai-advisor/add-openshift-ai-component
Claude Code/openshift-ai-skills:openshift-ai-advisor/openshift-ai-skills:add-openshift-ai-component
OpenAI Codex@openshift-ai-skills openshift-ai-advisor@openshift-ai-skills add-openshift-ai-component

How it works

  1. Detects your cluster state (OpenShift AI version, enabled components, operator status).
  2. Detects your project structure (Helm, Kustomize, raw YAML, compose).
  3. Generates manifests matching your version and deployment style.
  4. Wires the component into your application code.
  5. Writes tests via the unbiased-test-writer skill (black-box, contract-only).
  6. Deploys and verifies — nothing is applied without your approval.

All generated manifests and tests align with the OpenShift AI version running on your cluster, not a hardcoded default.

Prerequisites

  • oc CLI installed and logged into an OpenShift cluster
  • Red Hat OpenShift AI operator installed on the cluster

License

Apache-2.0