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Robot Framework integration test for Specification Workflow Example 8: Cloud Infrastructure Management with the supervised automation profile. Test suite exercises: - Custom resource type registration (local/terraform-state) via YAML fixture with copy_on_write sandbox strategy and CLI args validation - Custom skill creation (local/terraform-ops) with 3 anonymous tools (terraform_plan, terraform_show, cloud_metrics) and skill composition via includes (local/file-ops) - Supervised profile gating: verifies both strategize-to-execute (create_tool=1.0) and execute-to-apply (select_tool=1.0) transitions require explicit human approval via should_auto_progress() - Action creation with supervised profile, typed arguments (STRING, FLOAT), and invariant propagation to plans via InvariantSource.ACTION - Mocked infrastructure analysis producing right-sizing recommendations for over-provisioned resources while skipping critical instances - Invariant enforcement blocking modifications to resources tagged critical:true while allowing non-critical changes Fixture files provide deterministic mock Terraform state (3 AWS resources), CloudWatch metrics (CPU at 12% avg on m5.2xlarge), and sample HCL configuration. ISSUES CLOSED: #772 Reviewed-by: freemo (reviewer-pool-1) Co-authored-by: Brent E. Edwards <brent.edwards@cleverthis.com> Co-committed-by: Brent E. Edwards <brent.edwards@cleverthis.com>