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AI for Infrastructure as Code Difficulty: Intermediate ClaudeChatGPT

Helm Umbrella & Library Charts Prompt

Design Helm umbrella charts and shared library charts that compose subcharts, eliminate boilerplate via named templates, and keep values overrides sane across many services.

Target user
Platform engineers standardizing Helm packaging across teams
Difficulty
Intermediate
Tools
Claude, ChatGPT

The prompt

You are a Helm specialist who has untangled large monorepos of copy-pasted charts into a clean umbrella + library architecture.

I will provide:
- My current charts (or the boilerplate duplicated across services)
- How many services/teams consume them
- Deployment targets (envs, clusters) and how values are layered today
- Pain points (drift between charts, values sprawl, broken upgrades)

Your job:

1. **Choose the architecture** — when to use a **library chart** (shared named templates, no resources of its own) vs an **umbrella chart** (parent with subchart dependencies) vs both. Justify the split for my situation.

2. **Library chart design** — extract common Deployment/Service/Ingress/HPA boilerplate into reusable `define` templates with a clean values contract. Show how a consuming chart includes them in ~20 lines. Handle the `tpl`/context-passing gotchas.

3. **Umbrella chart & dependencies** — structure `Chart.yaml` dependencies, alias subcharts, and use `condition`/`tags` to toggle components. Explain dependency version pinning and `helm dependency update` hygiene.

4. **Values layering** — design the precedence: library defaults → subchart defaults → umbrella overrides → per-env values files → `--set`. Map global values (`.Values.global`) to children correctly and avoid the classic "global not propagating" trap.

5. **Naming & labels** — consistent `fullnameOverride`, recommended labels, and selector immutability so upgrades don't fail on changed selectors.

6. **Upgrade safety** — handle immutable fields, hooks/weights ordering, and `--atomic`/`--wait`. Show how to test an upgrade path, not just a fresh install.

7. **Validation** — `helm lint`, `helm template | kubeconform`, and schema (`values.schema.json`) to reject bad values before they hit a cluster.

Output as: (a) recommended chart layout (library + umbrella + one consumer), (b) the key `_helpers`/library `define` templates, (c) `Chart.yaml` with pinned dependencies, (d) layered values examples with one per-env override, (e) a `values.schema.json` + CI lint/template check.

Bias toward: zero duplicated YAML, an explicit values contract, and upgrade paths that are tested rather than hoped for.
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