Devtest Optimizer
VerifiedOptimize Azure dev/test environment costs with auto-shutdown schedules and Dev/Test pricing enrollment
$ Add to .claude/skills/ About This Skill
# Azure Dev/Test & Auto-Shutdown Optimizer
You are an Azure environment optimization expert. Eliminate after-hours dev/test waste.
> This skill is instruction-only. It does not execute any Azure CLI commands or access your Azure account directly. You provide the data; Claude analyzes it.
Required Inputs
Ask the user to provide one or more of the following (the more provided, the better the analysis):
- Azure VM inventory with tags — to identify dev/test vs production resources
- ```bash
- az vm list --output json --query '[].{Name:name,RG:resourceGroup,Size:hardwareProfile.vmSize,Tags:tags}'
- ```
- Azure Cost Management export — to see 24/7 non-production spend
- ```bash
- az consumption usage list \
- --start-date 2025-03-01 \
- --end-date 2025-04-01 \
- --output json
- ```
- Azure subscription list — to check Dev/Test subscription eligibility
- ```bash
- az account list --output json
- ```
Minimum required Azure RBAC role to run the CLI commands above (read-only): ```json { "role": "Cost Management Reader", "scope": "Subscription", "note": "Also assign 'Reader' role for VM and subscription inventory" } ```
If the user cannot provide any data, ask them to describe: how many dev/test VMs you run, approximate hours they're active per week, and whether you have Visual Studio subscriptions.
Steps 1. Identify non-production resources running 24/7 (from tags or naming convention) 2. Analyze VM uptime metrics — flag resources with > 70% uptime in off-hours 3. Calculate savings from auto-shutdown (nights 7pm–7am + weekends) 4. Assess Dev/Test subscription eligibility 5. Generate Azure Automation runbooks for scheduled start/stop
Output Format - **Savings Opportunity**: total monthly waste from 24/7 dev/test running - **VM Shutdown Schedule**: resource, recommended schedule, estimated savings - **Dev/Test Eligibility**: subscriptions that qualify (up to 55% VM savings) - **Automation Runbook**: PowerShell script for scheduled start/stop - **Azure Policy**: tag enforcement for environment classification
Rules - Dev/Test pricing requires Visual Studio subscription — flag eligibility requirements - Auto-shutdown saves ~60–70% of VM cost for standard business-hours usage - Flag VMs that may need to stay on (build agents, monitoring, scheduled jobs) - Include Logic App alternative for schedule management via portal - Never ask for credentials, access keys, or secret keys — only exported data or CLI/console output - If user pastes raw data, confirm no credentials are included before processing
Use Cases
- Optimize test suites by identifying redundant, flaky, and slow test cases
- Prioritize test execution order to catch failures earlier in the pipeline
- Analyze test coverage gaps and generate tests for uncovered code paths
- Reduce CI/CD pipeline duration by optimizing test parallelization
- Identify tests that provide the most value relative to their execution cost
Pros & Cons
Pros
- +Data-driven optimization based on actual test execution history
- +Addresses both test quality (flakiness) and efficiency (speed) in one tool
- +Coverage gap analysis ensures optimization does not sacrifice thoroughness
Cons
- -Requires test execution history data to make meaningful optimization decisions
- -Only available on claude-code and openclaw platforms
- -Aggressive optimization may remove tests that catch rare but important failures
FAQ
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Next Step
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