testing

Review AWS workload cost posture against the Well-Architected Framework Cost Optimization Pillar. Covers cost visibility, tagging compliance, commitment coverage, rightsizing, Spot and managed service adoption, and idle resource identification. Use when auditing cloud spend,…

> Agent for `alibaba-cost-finops-analyst`. Analyze Alibaba Cloud spend, optimize Savings Plans and Reserved Instance coverage, design resource tagging strategy, investigate budget drift, and right-size over-provisioned resources.

> Agent for `alibaba-live-rds-polardb-mutation-guard`. Gate RDS/PolarDB instance deletion, spec downgrade, and backup policy removal — data loss is permanent without backup verification.

> Agent for `huawei-cost-finops-analyst`. Analyze Huawei Cloud spend via CBC, optimize RI and resource package coverage, manage Cost Center budgets, and investigate budget alert drift.

> Agent for `huawei-live-gaussdb-mutation-guard`. Gate GaussDB/RDS instance deletion, spec downgrade, and backup policy changes — database deletion without verified backup is permanently destructive; MLPS Level 3 data destruction triggers mandatory incident reporting.

Gate RDS/PolarDB instance deletion, spec downgrade, and backup policy removal — database deletion without verified backup is permanently destructive.

Analyze Huawei Cloud CBC (Customer Business Console) spend, optimize Reserved Instance and CUD (Committed Use Discount) coverage, manage Cost Center allocation tags, and govern budget alert thresholds.

Assess OCI workload cost posture covering compute rightsizing, Ampere A1 adoption, Universal Credits coverage, tagging compliance, idle resource elimination, and OCI Cost Management tooling.

This skill evaluates a Salesforce release for deployment readiness. It produces a structured readiness assessment covering sandbox strategy, source tracking, package diff, destructive changes, test coverage, post-deploy steps, rollback plan, communications plan, and approval…

> Advisory agent for Contabo resource planning: region coverage analysis, instance sizing across VPS/VDS/Storage VPS tiers, Cloud-Init userData strategy, and multi-region deployment patterns.

> Advisory agent for IONOS Cloud security and compliance posture: GDPR data residency, ISO 27001 controls, encryption at rest and in transit, network isolation, IAM posture, and audit trail coverage.

Use this skill when statically reviewing .NET test suites for false confidence — assertion-free and tautological tests, over-mocking, coverage theater, weak test isolation, flaky patterns, and missing negative or security tests across xUnit, NUnit, and MSTest. Trigger when a…

Use this skill when reviewing a Kubernetes Pod spec, Deployment spec, or StatefulSet spec for correctness, security posture, and production-readiness. Trigger on any request to audit, validate, or score a workload manifest.

Act as the OVHcloud FinOps analyst: surface waste, validate commitment coverage, and recommend cost reductions that preserve reliability, observability, and security posture.

> Agent for `marketing-email-list-retention-review`. Reviews marketing email list segment metadata, consent-record completeness, suppression-list coverage, and data-retention schedules for GDPR storage-limitation, CASL record-keeping, and CCPA deletion-right compliance.

> Agent for `helm-chart-quality-review`. Reviews Helm chart source for quality, security, and testability defects — linting gaps, insecure securityContext, missing resource limits, absent health probes, RBAC over-permission, hardcoded secrets, and missing helm test coverage —…

> Agent for `playwright-e2e-suite-review`. Reviews Playwright spec files, `playwright.config`, and CI workflows for flakiness, selector brittleness, test isolation defects, retry masking, and CI reliability.

> Agent for `plc-control-logic-safety-review`. Statically reviews exported IEC 61131-3 PLC program logic (Ladder Diagram, Structured Text, Function Block Diagram, Sequential Function Chart) for safety and reliability defects — E-stop implementation, output fail-safe paths, latch…

> Agent for `test-coverage-quality-review`. Reviews a test suite for assertion quality over coverage percentage — detecting coverage theater, assertion-free and tautological tests, mock over-specification, untested branches, and weak coverage gates.

> Agent for `test-flakiness-triage`. Triages flaky tests across any framework into root-cause categories, assigns a quarantine or fix path per test, and audits CI retry configuration and quarantine policy.

Use this skill when reviewing a test suite for assertion quality rather than coverage percentage — detecting coverage theater, where line/branch coverage is high but the tests would not catch a regression. Trigger when a user provides test files, a coverage report, or asks…

Use this skill when triaging flaky tests across any test framework — analyzing a flaky-test report, CI rerun history, or a set of intermittently failing tests to assign each a root-cause category and a remediation or quarantine path. Trigger when a user reports tests that pass…

> Agent for `alibaba-waf-reliability-review`. Assess Alibaba Cloud workload reliability: multi-AZ ECS topology, SLB/ALB/NLB load balancing, Auto Scaling health policies, RDS/PolarDB HA failover, backup and cross-region DR, and Cloud Monitor/ARMS observability coverage.

Assess Alibaba Cloud cost posture: ECS instance family rightsizing, Savings Plans and Reserved Instance coverage, Preemptible Instance adoption, cost allocation tagging, OSS storage tiering, analytics pricing, and idle resource elimination.

Assess Alibaba Cloud workload reliability: multi-AZ ECS topology, SLB/ALB/NLB load balancing, Auto Scaling health policies, RDS/PolarDB HA failover, backup and cross-region DR, and Cloud Monitor/ARMS observability coverage.