DevOps & Infra

vincentchuwaichow Bundle

Guard Key Vault key rotation, rotation policy changes, soft-delete enforcement, and purge-protection enablement with irreversibility warnings and rollback evidence.

vincentchuwaichow Bundle

Azure Subscription Resource Organization

vincentchuwaichow Bundle

Gate Cloud Run traffic percentage migrations, min-instances changes, and revision deletions against revision health verification and rollback posture assessment. Migrating 100% traffic to a broken revision causes complete service unavailability with no automatic rollback — this guard enforces health checks, gradual canary splits, and explicit approval before any production traffic change is executed.

vincentchuwaichow Bundle

Review Huawei Cloud event-driven architecture designs — DMS Kafka dead-letter configuration, ROMA Connect integration flow capacity, FunctionGraph event trigger idempotency, SMN delivery retry policy, consumer group lag monitoring, cross-region event replication, and retry storm prevention.

vincentchuwaichow Bundle

Respond to Huawei Cloud incidents via CES (Cloud Eye) metric alarms, LTS (Log Tank Service) log analytics, AOM (Application Operations Management) service topology, APM distributed tracing, and SMN notification governance.

vincentchuwaichow Bundle

Guard live kubectl apply, create, or delete operations on Kubernetes RBAC objects — Roles, ClusterRoles, RoleBindings, ClusterRoleBindings — with privilege-escalation verb detection, scope assessment, current-state diff, and explicit approval before any write. Use only when an intentional RBAC mutation is requested against a confirmed cluster target.

vincentchuwaichow Bundle

Use this skill for Kubernetes workload identity review covering AWS IRSA (IAM Roles for Service Accounts), Azure Workload Identity, GCP Workload Identity Federation, and the underlying ServiceAccount token volume projection plus OIDC issuer trust. Trigger when the user asks how a pod should authenticate to cloud services, whether long-lived credentials in a Secret can be replaced, whether the OIDC trust policy is correctly scoped, or whether ServiceAccount token reuse is a risk.

vincentchuwaichow Bundle

Review and advise on OVHcloud Managed Kubernetes (MCK) cluster lifecycle, node pool sizing, autoscaling configuration, version upgrade planning, workload placement via taints and tolerations, network policies, RBAC hardening, and cluster security posture. Use when the user needs MCK operational guidance, Terraform IaC review for `ovh_cloud_project_kube` resources, or upgrade risk assessment.

vincentchuwaichow Bundle

Salesforce DevSecOps Pipeline Skill

vincentchuwaichow Bundle

Use this skill to review Snowflake batch and ELT pipelines for data correctness: COPY and load semantics, Streams offset behaviour, Tasks and task graphs, Dynamic Tables and achieved versus configured target lag, Snowpark transformations, schema evolution from the consumer's position, idempotency and replay, and reconciliation design. Trigger when data is late, duplicated, incomplete, or suspected wrong, or when a pipeline is being designed. Static review only: it never runs, resumes, or backfills a pipeline, and it never accepts job success as proof the data is right.

vincentchuwaichow Bundle

Operate ACK clusters (managed/dedicated/serverless), ACR container registries, ASM service mesh, and container workload placement. Guide ACK type selection, OIDC workload identity, and image vulnerability posture.

vincentchuwaichow Bundle

Review Function Compute 3.0 (FC3), SAE (Serverless App Engine), and EDAS for production readiness — cold start optimization, VPC binding, RAM role injection, ARMS distributed tracing, security group rules, concurrency limits, and SLA-readiness.

vincentchuwaichow Bundle

Design AWS non-destructive task automation using EventBridge, Step Functions, Lambda, Systems Manager Automation, SNS, SQS, approvals, notifications, reporting, and evidence gathering. Use only for read-only or coordination-safe automation; do not use for destructive remediation or mutation-heavy runbooks.

vincentchuwaichow Bundle

Use this skill to review Databricks identity and network security design for proper admin separation, SCIM/federation configuration, credential hygiene, and network boundary enforcement: admin roles, service-principal posture, OAuth vs PAT, token lifecycle, IP access lists, serverless network policies, secret scopes, and best practices. Reads configuration only; never creates, updates, or rotates credentials.

vincentchuwaichow Bundle

Review Huawei Cloud SSL certificate management — SCM certificate lifecycle, ELB SSL certificate binding, DEW-managed certificate storage, renewal automation, wildcard vs SAN cert selection, certificate expiry alerting via CES, and HTTPS enforcement on ELB listeners.

vincentchuwaichow Bundle

Deploy and operate Huawei FunctionGraph functions (event triggers, cold start optimization, concurrency), ServiceStage application lifecycle management, and CSE (Cloud Service Engine) Spring Cloud/ServiceComb microservice governance.

vincentchuwaichow Bundle

Review Power Automate cloud flow risk and governance — flow ownership and sharing (run-only vs co-owner), connector and DLP exposure, maker-vs-run-only security segmentation, error handling and retry/terminate patterns, monitoring and alerting, credential/connection lifecycle, and Center of Excellence auditing. Use to harden fragile, unowned, or over-privileged business-critical automations. Static review only; production DLP and flow-ownership changes are escalated.

vincentchuwaichow Bundle

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 GPUs are being shared safely across tenants, whether MIG profiles are enforced, or whether the GPU Operator is deployed per NVIDIA hardening guidance.

vincentchuwaichow Bundle

Review Alibaba Cloud EventBridge, MNS (Message Notification Service), RocketMQ, and MSE event-driven designs — dead-letter queues, message ordering, idempotency, retry storm prevention, schema registry, and consumer group lag monitoring.

vincentchuwaichow Bundle

Respond to Alibaba Cloud incidents using CloudMonitor alarms, SLS log analytics, ARMS APM distributed tracing, and alert governance for ECS, RDS, ACK, and network services.

vincentchuwaichow Bundle

Use this skill to design and verify data quality expectations, table constraints, Lakehouse Monitoring, freshness detection, event-log interrogation, quality SLAs, and downstream quality signaling for Lakeflow pipelines. Reads pipeline source, table schema, expectations, monitor configuration, and event-log queries only; never executes pipelines and never assumes metric availability without verification.

vincentchuwaichow Bundle

Use this skill when reviewing a Kubecost or OpenCost installation for enterprise chargeback readiness. Trigger when the user asks whether cost allocation is accurate, whether label taxonomy is complete enough for chargeback, whether idle cost is properly attributed, whether the cost API is secured, or whether savings recommendations are being actioned.

vincentchuwaichow Bundle

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 REFUSED — production deploys require human approval via salesforce-live-guard-agent. Feeds salesforce-change-impact-analyst-agent. TRIGGER when: user wants to validate a deployment package, dry-run a manifest, check pre-deploy test coverage, verify metadata dependencies, preview change impact in a sandbox. Trigger phrases: "validate this deploy", "dry-run the deployment", "check deployment manifest", "validate package.xml", "test deploy to sandbox", "deployment preflight". DO NOT TRIGGER when: user wants to commit to production (T3 PROHIBITED — route to salesforce-live-guard-agent for HITL); when only static review is needed (use salesforce-metadata-review-skill); when bulk data ops are needed (use salesforce-bulk-data-ops-skill).

vincentchuwaichow Bundle

Review Alibaba Cloud SSL Certificate Service — DV/OV/EV certificate lifecycle, auto-renewal configuration, certificate deployment to SLB/ALB/CDN/OSS, domain validation status, CAA record compliance, and expiry monitoring.

vincentchuwaichow Bundle

Review Amazon DynamoDB data modeling and performance across access patterns, partition keys, sort keys, secondary indexes, GSI/LSI design, hot partitions, query versus scan behavior, capacity mode, adaptive capacity, global tables, TTL, DAX, item size, transactions, and cost. Use when DynamoDB correctness, latency, scaling, or cost depends on table design.

vincentchuwaichow Bundle

Use this skill for Kubernetes cluster network architecture review across the dataplane (CNI choice, kube-proxy mode, IPAM, MTU, encapsulation, dual-stack), service routing surface (Service types, EndpointSlices, internalTrafficPolicy/externalTrafficPolicy, topology-aware routing, Ingress, Gateway API), in-cluster DNS (CoreDNS, NodeLocal DNSCache, ndots), multi-cluster topology (ClusterMesh, Submariner, MCS-API design choices), and connectivity observability and troubleshooting. Trigger when the user asks how to choose or change a CNI, why pod-to-pod or pod-to-service traffic fails, whether to migrate from Ingress to Gateway API, why DNS latency is high, how to size Pod or Service CIDRs, or how to design multi-cluster networking. Does NOT review NetworkPolicy content (delegate to cilium-network-policy-review) or perform live mutations (delegate to kubernetes-live-network-policy-guard / kubernetes-live-mesh-policy-guard).

vincentchuwaichow Bundle

Review an SAP S/4HANA transformation approach for architectural soundness. Assesses brownfield conversion, greenfield reimplementation, and selective data transition (SDT) strategies against SAP Activate methodology, deployment model options (Cloud Public Edition, Cloud Private Edition, RISE with SAP), SAP Readiness Check findings, simplification item impact, and fit-to-standard alignment. Advisory only — does not access or modify live systems.

vincentchuwaichow Bundle

Triage Huawei Cloud operational alerts, incidents, and support tickets — P0/P1/P2/P3 classification, Huawei Cloud Premium Support SLA enforcement, Account Manager escalation, AOM alert routing, war room coordination, evidence collection from CES and LTS, and safe escalation paths.

vincentchuwaichow Bundle

Mutating-runtime live guard for Snowflake RBAC privilege management on Azure. Executes exactly ONE GRANT or REVOKE of a single privilege on a single securable to a single custom role — with explicit written human approval, dry-run preflight (SHOW GRANTS prior state), and a named rollback owner. Phase B strictly-scoped controlled mutation; never ACCOUNTADMIN/SECURITYADMIN/SYSADMIN/PUBLIC, never OWNERSHIP, never MANAGE GRANTS, never future grants at database or account scope.

vincentchuwaichow Bundle

Use this skill to design Lakeflow Spark Declarative Pipelines: medallion layering, Lakeflow Jobs orchestration and task dependencies, Delta table layout (liquid clustering, deletion vectors, Predictive Optimization), Auto Loader ingestion, schema evolution and `_rescued_data`, materialized views versus streaming tables, and backfill strategy. Reads pipeline source, table metadata, and job definitions only; never executes pipelines and never assumes feature availability without checking the documentation.

vincentchuwaichow Bundle

Coordinate the daily Huawei Cloud operations standup — CBC cost delta by Enterprise Project, AOM anomaly alert review, CCE pod failure triage, CES quota utilization warnings, LTS log error spike detection, SecMaster security finding triage, and action item assignment.

vincentchuwaichow Bundle

Use this skill for Kubernetes Pod Security Admission (PSA) review covering namespace labels for the three profiles (privileged, baseline, restricted), enforce/audit/warn modes, version pinning, and the migration path from deprecated PodSecurityPolicy. Trigger when the user asks whether a namespace label flip is safe, whether a workload meets a stricter profile, whether the audit/warn modes should be promoted to enforce, or whether an exemption is justified.

vincentchuwaichow Bundle

Use this skill for OpenTelemetry Operator review covering OpenTelemetryCollector deployment modes (Deployment, StatefulSet, DaemonSet, Sidecar), Instrumentation CR auto-instrumentation across Java/Node/Python/.NET/Go, Target Allocator for distributed Prometheus scraping, and pipeline correctness across receivers, processors, and exporters. Trigger when the user asks whether a collector configuration will lose telemetry, whether the right deployment mode is used, whether memory_limiter and batch are present, whether tail_sampling is safe to change, or whether auto-instrumentation will cover a workload after restart.

vincentchuwaichow Bundle

Review Snowflake RBAC role hierarchies, privilege grants, managed-access schemas, network policies, MFA enforcement, and Entra ID External OAuth/SAML/SCIM integration for least-privilege and separation-of-duties compliance on Azure-hosted Snowflake accounts.

vincentchuwaichow Bundle

Triage Alibaba Cloud operational alerts, incidents, and support tickets — P0/P1/P2/P3 classification, Alibaba Cloud Support SLA enforcement, account manager escalation, DingTalk war room coordination, evidence collection from CloudMonitor and SLS, and safe escalation paths.

vincentchuwaichow Bundle

Databricks Lakehouse Engineering at Azure