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Design, review, and validate Azure cloud architectures.
Passed 18 of 23 test cases with the skill, and 9 of 23 without it.
and 9 more in the full report
9 fixed9 passed either way5 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
We have defined an Azure deployment specification inside `workload.yaml`. What is the exact command line invocation to generate a monthly cloud expenditure estimate from this spec?
| Checked | Without skill | With skill |
|---|---|---|
| Specifies python scripts/azure_cost_estimator.py in the command. | Missed | Passed |
| Includes the --workload-config flag passing workload.yaml. | Missed | Passed |
The instructions your model reads when the skill loads.
End-to-end Azure-specific architecture: service selection, Well-Architected Framework assessment, identity and networking patterns, cost optimization, and operational defaults. Provider-specific complement to our generic senior-cloud-architect skill — that one covers cross-cloud patterns; this one knows AKS pricing tiers, when to pick Cosmos over SQL DB, and how Front Door differs from Application Gateway.
| Situation | Skill applies |
|---|---|
| Designing an Azure architecture from scratch | Yes — start with the compute decision tree |
| Reviewing an existing Azure architecture | Yes — run WAF assessment via scripts/azure_waf_scorer.py |
| Validating an ARM/Bicep/Terraform plan | Yes — scripts/azure_architecture_validator.py |
| Estimating Azure cost for a workload | Yes — scripts/azure_cost_estimator.py |
| Picking compute, data store, networking, or identity | Yes — see the decision-trees reference |
| Going to production without WAF review | Don't — run the WAF scorer first |
Before designing or assessing, confirm these inputs. If any is unknown or vague, ASK — do not assume:
azure_architecture_validator.py vs azure_cost_estimator.py vs azure_waf_scorer.py)Stop rule: ask only the 2-3 that most change the output. If the user says "just draft it," proceed and list your assumptions at the top of the artifact.
| Tool | Purpose | Command |
|---|---|---|
azure_architecture_validator.py | Validate a Bicep/ARM/YAML workload for anti-patterns and missing best-practice settings | python scripts/azure_architecture_validator.py --bicep ./infra/*.bicep |
azure_cost_estimator.py | Estimate monthly Azure cost from a YAML workload spec | python scripts/azure_cost_estimator.py --workload-config workload.yaml |
test cases passed, vs 9 / 23 without
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