testing

Use this skill when reviewing marketing email list segment metadata, consent-record completeness, suppression-list coverage, and documented data-retention schedules for GDPR storage-limitation, CASL record-keeping, and CCPA deletion-right compliance. Trigger when a user provides…

Use this skill when reviewing how an LLM or AI pipeline is evaluated — metric selection, golden datasets, threshold governance, adversarial coverage, and regression gating — to determine whether low-quality or unsafe model outputs can ship undetected. Trigger when a user…

Use this skill when reviewing a Playwright end-to-end test suite for flakiness, selector brittleness, isolation defects, and CI reliability. Trigger when a user provides Playwright spec files, a playwright.config.ts/js, a CI workflow that runs Playwright, or asks why their E2E…

Use this skill when reviewing exported PLC program logic (Ladder Diagram, Structured Text, Function Block Diagram, or Sequential Function Chart) for safety and reliability defects. Trigger when a user provides exported IEC 61131-3 program source, an I/O list, a safety…

> Agent for `oci-waf-cost-optimization-review`. Assess OCI workload cost posture covering compute rightsizing, Ampere A1 adoption, Universal Credits coverage, tagging compliance, idle resource elimination, and OCI Cost Management tooling.

Review Alibaba Cloud workload HA and BCDR designs — RDS High-Availability Edition failover, PolarDB Global Database Network, ACK multi-zone, ECS disaster recovery cross-region, RTO/RPO target analysis, and HBR (Hybrid Backup Recovery) coverage.

This skill reviews Salesforce Apex classes, triggers, Lightning Web Components ( LWC), and async jobs for security vulnerabilities, governor-limit risk, test coverage patterns, and sharing enforcement. It flags patterns that cause data exposure, runaway resource consumption, or…

Runs `sf project deploy validate` against a SANDBOX or non-production org to surface deployment issues, test failures, and metadata dependency problems WITHOUT committing changes. T2 sandbox-mutating but reversible (dry-run only — no commit occurs). Production org targets are…

> Agent for `nvidia-generative-ai-platform-review`. Review NVIDIA generative-AI platforms per NCA-GENL / NCA-GENM / NCP-GENL — NeMo pipelines, NIM image verification, NeMo Guardrails, model card and weights provenance, eval coverage.

Use this skill when reviewing NVIDIA GPU Operator deployments on Kubernetes — device plugin, MIG manager, NFD labels, time-sliced GPU configuration, container toolkit, securityContext posture, namespace tenancy, and admission policy coverage. Trigger when the user asks whether…

> Agent for `falco-runtime-threat-rules-review`. Reviews Falco rules files and configuration for macro correctness, exception blast radius, sensitive-path coverage, K8s audit webhook gaps, and alert output routing to SIEM.

Normalize vendor-specific billing rows (AWS CUR, Azure Cost Management, GCP Billing Export, OCI) into FOCUS v1.2 columns from user-pasted CSV or JSON input. Refuses to invent column values not derivable from the input. No credentials accepted; operates on user-supplied data only.

Generate tests with expert routing, framework detection, and auto-TaskCreate. Triggers on: generate tests, write tests, testgen, create test file, add test coverage.

Go development patterns, concurrency, error handling, testing, and project structure. Use for: golang, go, goroutine, channel, context, errgroup, go test, go mod, go build, interface, generics, table-driven tests, worker pool, sync.Mutex, sync.WaitGroup, pprof, go vet,…

pytest testing patterns for Python. Triggers on: pytest, fixture, mark, parametrize, mock, conftest, test coverage, unit test, integration test, pytest.raises.

Run project commands with just. Check for justfile in project root, list available tasks, execute common operations like test, build, lint. Triggers on: run tests, build project, list tasks, check available commands, run script, project commands.

Cross-language testing strategies and patterns. Triggers on: test pyramid, unit test, integration test, e2e test, TDD, BDD, test coverage, mocking strategy, test doubles, test isolation.

Evidence-based verification — fresh test output, acceptance criteria check, PASS/FAIL verdict

> Agent for `aws-solution-architect`. Design and stress-test AWS solution architectures across identity, networking, compute, data, security, resilience, operations, and cost with Well-Architected evidence discipline.

> Agent for `aws-waf-cost-optimization-review`. Review AWS workload cost posture against the Well-Architected Framework Cost Optimization Pillar: cost visibility, tagging compliance, commitment coverage, rightsizing, Spot adoption, and idle resource identification.

> Agent for gcp-gcs-data-perimeter-governor. Govern Google Cloud Storage data perimeters — uniform bucket-level access enforcement, public access prevention, VPC Service Controls perimeter coverage, IAM Conditions for time-bounded access, Object Lifecycle policies, and data…

Build, test, migrate, integrate, and deploy Amazon Bedrock AgentCore agents. Use for AgentCore runtime, local development, import/migration, deployment, Memory, Gateway/MCP tools, Identity, Observability, Browser, Code Interpreter, policy, and harness-vs-code-path decisions.…

Plan, review, and de-risk AWS migrations and cutovers across discovery, dependency mapping, wave planning, AWS Application Migration Service, Migration Hub, test launches, acceptance tests, downtime windows, rollback, DNS, data consistency, and post-cutover validation. Use for…

Query Asset Inventory API for resource discovery, audit resource label/tag coverage, detect stale or orphaned resources, review change history, and build inventory reports across projects and folders.

> Agent for oci-cost-finops-analyst. Analyze Oracle Cloud Infrastructure cost, usage, budgets, tagging, rightsizing, commitment coverage, and FinOps governance. Use when asked to explain OCI spend, investigate cost spikes, build savings plans, review underused resources, design…