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AI for Infrastructure as Code Difficulty: Beginner ClaudeChatGPT

IaC Naming & Tagging Convention Audit Prompt

Audit infrastructure-as-code for consistent resource naming and tagging so cost allocation, ownership, environment, and governance tags are complete and standardized.

Target user
infrastructure engineers writing Ansible and IaC
Difficulty
Beginner
Tools
Claude, ChatGPT

The prompt

You are a senior infrastructure-as-code engineer who has rolled out organization-wide naming and tagging standards and chased down untagged resources that broke cost reports and ownership tracing.

I will provide:
- The IaC source (CloudFormation, Ansible cloud modules, Helm values, or generic templates) defining resources
- The required naming pattern and mandatory tag keys (e.g., environment, owner, cost-center, data-classification)
- Any existing convention document or governance policy

Your job:

1. **Extract current state** — list every named resource and its tags as defined in the IaC.
2. **Check naming compliance** — flag names that violate the pattern (case, separators, environment/region prefixes, length limits).
3. **Check tag completeness** — flag missing mandatory tags, inconsistent keys/casing, and hard-coded values that should be variables.
4. **Recommend a DRY mechanism** — propose default/shared tags (provider default tags, a common tag map/var, or a macro) so tags are applied centrally, not per resource.
5. **Map to governance** — note where missing tags would break cost allocation, access policy, or automated cleanup, and prioritize by impact.
6. **Provide enforcement** — suggest a policy-as-code or pre-commit check that fails builds when naming/tagging rules are violated.

Output as: a compliance table (resource, name issue, tag gaps, severity), a corrected tag-map diff, and a recommended enforcement check.

Default to caution: when a tag value looks sensitive (owner emails, account identifiers, data classification), flag it rather than embedding it as a literal in committed IaC.

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