project-manifest-review

Review Kubernetes, OpenShift, Argo CD, and RHOAI manifests for structural correctness, cross-resource consistency, label compliance, security posture, YAML standards, image and artifact provenance handoff, and orphaned resources. Use when reviewing GitOps changes, adding a new stage, checking a kustomization, auditing labels, or running a periodic manifest compliance pass. Do NOT use for authoring new manifests unless paired with project-gitops-authoring. Do NOT use as the final source-of-truth check for Red Hat product APIs, API tier support posture, image support posture, or model artifact provenance; pair with project-red-hat-doc-alignment-review and rhoai-api-tiers for those checks.

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Repository: adnan-drina/rhoai3-demo
Last source activity: June 30, 2026 at 07:34
Detected SKILL.md language: English
Stars: 1
Forks: 0

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npx skills add https://github.com/adnan-drina/rhoai3-demo --skill project-manifest-review

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SKILL.md

Source instructions · Read-only preview

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rhoai-chatbot-customization

Guide changes to the Stage 230 private RAG chatbot, a vendored Llama Stack UI distribution under stage-230-private-data-rag/chatbot/llama_stack_ui. Use when the user asks to customize the chatbot, change suggested questions, adjust source attribution, tune Direct or Agent-based answer behavior, fix llama-stack-client compatibility, or change MCP tool selection in the UI. Do NOT use for Llama Stack server/provider/ vector-store/connector configuration (use rhoai-llama-stack), product NeMo/FMS guardrails resources (use rhoai-guardrails-safety), product Gen AI studio workflows (use rhoai-gen-ai-playground), or live troubleshooting without env-troubleshoot.

2026-07-16

rhoai-mlflow

Use when documenting, reviewing, installing, configuring, or operating MLflow in Red Hat OpenShift AI from the official Working with MLflow guide: shared cluster MLflow instance, project-to-workspace mapping, Kubernetes RBAC authorization, DataScienceCluster mlflowoperator enablement, MLflow and MLflowConfig custom resources, SQLite/PVC development deployments, PostgreSQL and S3-compatible production-oriented deployments, aggregate ClusterRoles, MLflow pseudo-resources, SDK installation and authentication, kubernetes-namespaced auth, local workstation and pod environment variables, version compatibility, experiment tracking, and project-specific artifact storage. Do NOT use for project/workbench lifecycle (use rhoai-project-workflows), generic S3 object operations (use rhoai-s3-object-storage-data), OpenShift AI model registry workflows (use rhoai-model-registry or rhoai-model-registry-workflows), formal custom evaluation workflows (use rhoai-model-evaluation), Gen AI playground prompt workflows outside MLflo

2026-07-16

project-demo-stage-authoring

Use when creating, planning, implementing, or reviewing a new rhoai3-demo demo stage from ideation to validated GitOps implementation. Covers stage scope, dependencies, Red Hat narrative and official product source capture, Red Hat-team GitHub reference implementation discovery, skill routing, README Why/What/Architecture drafting, PLAN.md creation, GitOps ownership decisions, Argo CD Application setup, Kustomize manifests, official-doc-backed configuration, deploy and validation scripts, operations and troubleshooting updates, source-alignment review, manifest review, and definition-of-done gates. Do NOT use as product authority for RHOAI, OCP, ODF, Grafana, or other component APIs; route those details to the matching rhoai-*, ocp-*, odf-*, or project-red-hat-operator-gitops skill.

2026-07-09

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Manifest Review

Use this skill as a readonly review workflow. Report findings; do not modify files unless the user asks for fixes.

Workflow

Read the affected gitops/stage-YXX-slug/base/ folder and its kustomization.yaml.

Identify all rendered or referenced resources.

Apply references/review-checklist.md to each manifest.

For labels and annotations, use project-gitops-authoring/references/labels-and-annotations.md.

For YAML standards, cross-resource consistency, and validation, use project-gitops-authoring/references/manifest-standards.md.

For security posture, use project-gitops-authoring/references/security-and-secrets.md.

For CR field authority, operator channel support, Red Hat product images, validated model artifacts, or README source grounding, hand off to project-red-hat-doc-alignment-review. If the changed image belongs to an operator-generated operand or copied CSV state, flag it before source review as likely wrong ownership.

For RHOAI API compatibility tiers, Technology Preview or Developer Preview labeling, and Tier 4 boundary review, use rhoai-api-tiers.

Output Format

Stage: stage-YXX-slug Files reviewed: N Findings: - [LABEL] file.yaml: missing app.kubernetes.io/component - [SELECTOR] service.yaml: selector does not match pod template labels - [SECURITY] secret.yaml: missing demo-value warning - [SOURCE] servingruntime.yaml: image provenance needs Red Hat source review - [YAML] configmap.yaml: title comment restates kind Summary: X findings

References

references/review-checklist.md

Manifest Review

Use this skill as a readonly review workflow. Report findings; do not modify files unless the user asks for fixes.

Workflow

Read the affected gitops/stage-YXX-slug/base/ folder and its kustomization.yaml.

Identify all rendered or referenced resources.

Apply references/review-checklist.md to each manifest.

For labels and annotations, use project-gitops-authoring/references/labels-and-annotations.md.

For YAML standards, cross-resource consistency, and validation, use project-gitops-authoring/references/manifest-standards.md.

For security posture, use project-gitops-authoring/references/security-and-secrets.md.

For RHOAI API compatibility tiers, Technology Preview or Developer Preview labeling, and Tier 4 boundary review, use rhoai-api-tiers.

Output Format

References

references/review-checklist.md

name	project-manifest-review
metadata	{"author":"rhoai3-demo","version":"1.1.0","platform-family":"rhoai","platform-baseline":"repo","ocp-baseline":"repo","skill-group":"Project Structure"}
description	Review Kubernetes, OpenShift, Argo CD, and RHOAI manifests for structural correctness, cross-resource consistency, label compliance, security posture, YAML standards, image and artifact provenance handoff, and orphaned resources. Use when reviewing GitOps changes, adding a new stage, checking a kustomization, auditing labels, or running a periodic manifest compliance pass. Do NOT use for authoring new manifests unless paired with project-gitops-authoring. Do NOT use as the final source-of-truth check for Red Hat product APIs, API tier support posture, image support posture, or model artifact provenance; pair with project-red-hat-doc-alignment-review and rhoai-api-tiers for those checks.

project-manifest-review

Source facts

Install options

Review the source files

More from this repository

More from this repository

Manifest Review

Workflow

Output Format

References

Manifest Review

Workflow

Output Format

References