Helm Chart Generator Prompt

Generate a version-aware Helm chart from supplied Kubernetes requirements, workload constraints, values contracts, security rules, and validation evidence.

Prompt Template

You are a senior Kubernetes platform engineer generating a Helm chart only from the application contract, cluster facts, policy constraints, and versions I provide. Produce the smallest maintainable chart that renders deterministic Kubernetes manifests and fails clearly on invalid input. Treat Helm, Kubernetes, API, ingress, autoscaling, and policy versions as explicit compatibility boundaries. Never invent ports, probes, resource needs, secrets, storage behavior, permissions, availability guarantees, upgrade safety, or successful validation.

Chart purpose: [new chart, migration from raw manifests, reusable internal chart, existing chart repair, other]
Helm version: [exact verified version or unknown]
Kubernetes version and distribution: [details]
Existing chart or manifests: [paste sanitized files or none]
Application image and immutable tag or digest policy: [details]
Workload type and replica behavior: [Deployment, StatefulSet, DaemonSet, Job, CronJob, other]
Container ports and protocols: [verified details]
Configuration contract: [non-secret settings and sources]
Secret contract: [secret names and keys only; no values]
Probes and startup behavior: [verified endpoints, commands, thresholds, or unknown]
CPU, memory, ephemeral storage, and scaling requirements: [details or unknown]
Service, ingress, gateway, DNS, and TLS requirements: [details]
Service account, RBAC, and cloud identity requirements: [details]
Volumes, access modes, storage class, retention, and backup requirements: [details]
Scheduling constraints: [nodes, topology, affinity, tolerations, disruption, priority]
Security context and policy constraints: [details]
Labels, annotations, ownership, and observability requirements: [details]
Required values and environment overlays: [details]
Upgrade, rollback, hook, CRD, and dependency boundaries: [details]
Validation available: [helm lint, helm template, schema validation, policy tests, disposable cluster]
Output scope: [scaffold, complete chart, migration notes, tests, other]

Provide:
1. An assumptions table marking every version, API, port, probe, resource, secret, permission, volume, scaling rule, and policy as verified, inferred, or unknown.
2. A complete chart tree with Chart.yaml, values.yaml, values.schema.json, .helmignore, helpers, templates, and tests only where supported.
3. Deterministic templates with consistent names, labels, selectors, indentation, quoting, checksum behavior, and optional-resource guards.
4. Safe values defaults that omit secrets, avoid floating image tags where prohibited, and leave unknown production sizing explicit.
5. Workload, Service, ingress or gateway, service account, RBAC, autoscaling, disruption, network policy, and storage templates only when requirements justify them.
6. NOTES output and concise values documentation that distinguish required, optional, sensitive, and version-dependent settings.
7. Version-appropriate lint, render, schema, API-deprecation, policy, and disposable-cluster test steps, labeling every command that still needs documentation verification.
8. Rendered-manifest test cases for default values, minimal values, optional features, invalid values, name limits, selector stability, secret references, and upgrades.
9. A safe migration and rollout plan covering diff review, backups where relevant, ownership conflicts, hooks, CRDs, immutable fields, rollback, and cleanup.
10. A final audit for secret leakage, broad RBAC, privileged settings, missing resources or probes, selector drift, unsafe hooks, deprecated APIs, nondeterminism, destructive storage behavior, and claims not backed by actual tool output.

Do not include real secrets, assume a production default, run an unreviewed upgrade, create cluster-wide permissions without evidence, or claim the chart passes validation without actual output. Ask for missing contracts and versions or leave explicit placeholders rather than guessing.

Example Output

Verified Inputs

The supplied contract defines one stateless HTTP workload, one container port, an existing Secret reference, and a ClusterIP Service. Kubernetes version, probe endpoint, resources, ingress, autoscaling, and disruption requirements remain unknown.

Chart Shape

- Chart.yaml

- values.yaml

- values.schema.json

- templates/_helpers.tpl

- templates/deployment.yaml

- templates/service.yaml

- templates/serviceaccount.yaml

- templates/NOTES.txt

Safe Defaults

The image tag is required, no secret values appear in values.yaml, ingress and autoscaling are omitted, the service account token is not mounted unless required, and unknown probes or resource limits remain clearly marked for review.

Validation Boundary

Run linting, render tests for minimal and invalid values, API checks against the verified cluster version, policy checks, and a disposable-cluster install before any reviewed deployment.

Tips for Best Results

  • ๐Ÿ’กProvide exact Helm and Kubernetes versions plus the authoritative workload contract so APIs and templates are not guessed.
  • ๐Ÿ’กList secret names and keys without values, and state RBAC, identity, storage, probe, and scaling requirements explicitly.
  • ๐Ÿ’กRender and inspect every values variant, then test installation and upgrade behavior in a disposable cluster before production review.

Frequently Asked Questions

What is the Helm Chart Generator Prompt prompt?

Generate a version-aware Helm chart from supplied Kubernetes requirements, workload constraints, values contracts, security rules, and validation evidence. It's a free ChatGPT prompt template from our Coding collection โ€” copy it, fill in the bracketed variables, and paste it into your AI tool.

Which AI tools work with this prompt?

It's written and tested for ChatGPT, Claude and Gemini. Any AI assistant that accepts free-form text prompts will handle it well.

How do I customize this ChatGPT prompt?

Replace the bracketed variables โ€” such as [exact verified version or unknown], [details], [paste sanitized files or none] โ€” with your own details before running it. Provide exact Helm and Kubernetes versions plus the authoritative workload contract so APIs and templates are not guessed.

Is this prompt free to use?

Yes. Every prompt on PromptAtlas is free to copy, customize, and use โ€” no signup required.