cloudthinker-ai
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- ▌ AWS Rightsizing · cloudthinker-ai bundleUse when working with Aws Rightsizing — analyze EC2, RDS, EBS, and Lambda resource utilization to identify right-sizing opportunities. Uses CloudWatch metrics with anti-hallucination rules for burstable instances, memory metrics, peak vs average analysis, and estimated monthly savings calculations.
- ▌ Azure Cosmos DB · cloudthinker-aiUse when working with Azure Cosmos Db — azure Cosmos DB throughput analysis, partition key distribution, consistency levels, metrics monitoring, and database management via Azure CLI.
- ▌ Azure Functions · cloudthinker-aiUse when working with Azure Functions — azure Functions app analysis, execution metrics, consumption plan monitoring, scaling configuration, and deployment management via Azure CLI.
- ▌ Azure Key Vault · cloudthinker-aiUse when working with Azure Key Vault — azure Key Vault secret, key, and certificate management, access policy auditing, rotation status, and security configuration via Azure CLI.
- ▌ GCP Cloud Armor · cloudthinker-aiUse when working with Gcp Cloud Armor — google Cloud Armor security policy management, WAF rule configuration, adaptive protection analysis, and edge security policy management via gcloud CLI.
- ▌ GCP Cloud Build · cloudthinker-aiUse when working with Gcp Cloud Build — google Cloud Build trigger management, build history analysis, worker pool configuration, artifact management, and CI/CD pipeline diagnostics via gcloud CLI.
- ▌ GCP Cloud Trace · cloudthinker-aiUse when working with Gcp Cloud Trace — google Cloud Trace latency analysis, trace exploration, sampling configuration, and span diagnostics via gcloud CLI.
- ▌ GCP Rightsizing · cloudthinker-ai bundleAnalyze Compute Engine VM, Cloud SQL, Persistent Disk, and serverless (Cloud Functions/Cloud Run) utilization to identify right-sizing opportunities. Uses Cloud Monitoring metrics with anti-hallucination rules for E2 shared-core instances, sole-tenant nodes, preemptible/spot VMs, SUD eligibility, peak vs average analysis, CUD-aware savings, and estimated monthly savings calculations.
- ▌ Managing Apigee · cloudthinker-aiUse when working with Apigee — apigee API platform management - API proxy deployment, environment configuration, analytics and traffic analysis, developer and app management. Use when managing Apigee-based API infrastructure, deploying proxies, analyzing API traffic patterns, or managing developer portal resources.
- ▌ Managing Appium · cloudthinker-aiUse when working with Appium — appium mobile testing management and server monitoring. Covers Appium server health, session management, desired capabilities review, device farm integration, test result analysis, and driver configuration. Use when managing mobile test automation, investigating Appium server issues, or reviewing mobile testing configurations.
- ▌ Managing Apptio · cloudthinker-aiUse when working with Apptio — apptio and Cloudability IT financial management and cloud cost optimization. Covers IT cost allocation, cloud cost analysis, benchmarking, budget forecasting, showback/chargeback reports, and technology business management. Use when managing IT financial planning, benchmarking cloud spend, or creating chargeback models.
- ▌ Managing Argocd · cloudthinker-aiUse when working with Argocd — argoCD GitOps continuous delivery management for Kubernetes. Covers application sync status, deployment health, rollback operations, repository management, cluster registration, RBAC analysis, and application diff review. Use when checking deployment status, investigating sync failures, managing GitOps applications, or auditing ArgoCD configurations.
- ▌ Managing Balena · cloudthinker-aiUse when working with Balena — balena IoT fleet management including applications, devices, releases, services, environment variables, and device diagnostics. Covers fleet deployment status, device connectivity, container health, update progress, and resource utilization across edge devices.
- ▌ Managing Cachet · cloudthinker-aiUse when working with Cachet — cachet open-source status page management, component tracking, incident reporting, and metric visualization. Covers component group management, incident lifecycle, scheduled maintenance, metric points, and subscriber management. Use when managing self-hosted status pages, creating incidents, tracking component health, or reviewing uptime metrics in Cachet.
- ▌ Managing Calico · cloudthinker-aiUse when working with Calico — calico networking and security management for Kubernetes. Covers network policy enforcement, BGP configuration, IPAM management, Felix agent status, Typha health, WireGuard encryption, and global network sets. Use when managing Calico network policies, debugging routing issues, configuring BGP peering, or monitoring Felix/Typha health.
- ▌ Managing Celery · cloudthinker-aiUse when working with Celery — celery worker management, task monitoring, queue routing, Flower dashboard analysis, and task result tracking.
- ▌ Managing Census · cloudthinker-aiUse when working with Census — census reverse ETL management — monitor syncs, destinations, models, source connections, and sync run health. Use when debugging sync failures, inspecting record delivery, auditing destination mappings, or reviewing sync schedules.
- ▌ Managing Chroma · cloudthinker-aiUse when working with Chroma — chroma vector database management, collection inspection, embedding analysis, and query performance monitoring. Covers collection metadata, document counts, distance metrics, index health, and tenant/database configuration. Read this skill before any Chroma operations.
- ▌ Managing Cilium · cloudthinker-aiUse when working with Cilium — cilium eBPF-based networking and security management for Kubernetes. Covers network policy enforcement, eBPF map inspection, Hubble flow visibility, cluster mesh, endpoint health, service load balancing, and identity management. Use when managing Cilium network policies, debugging connectivity, monitoring traffic flows with Hubble, or configuring cluster mesh.
- ▌ Managing Codacy · cloudthinker-aiUse when working with Codacy — codacy code quality management. Covers automated code reviews, pattern configuration, coverage tracking, security analysis, and repository settings. Use when managing Codacy projects, reviewing code patterns, configuring quality gates, or tracking code quality trends.
- ▌ Managing Cohere · cloudthinker-aiUse when working with Cohere — cohere AI platform management covering models, embeddings, reranking, datasets, fine-tuning, and connectors. Use when monitoring API usage, analyzing model performance, reviewing fine-tuning jobs, managing datasets and connectors, or troubleshooting Cohere API issues.
- ▌ Managing Consul · cloudthinker-aiUse when working with Consul — hashiCorp Consul service discovery and mesh management. Covers service registration, health checks, KV store operations, intentions (ACLs), Connect service mesh, datacenter federation, and prepared queries. Use when managing service discovery, debugging health checks, configuring service mesh intentions, or working with Consul KV store.
- ▌ Managing Convex · cloudthinker-aiUse when working with Convex — convex backend platform management covering project inventory, table schemas, function deployments, scheduled job status, index configuration, environment variable auditing, and usage metrics. Use for comprehensive Convex project health and resource optimization.
- ▌ Managing Cursor · cloudthinker-aiUse when working with Cursor — cursor AI-powered editor management and team analytics. Covers team seat management, usage tracking, model configuration, rules file analysis, project settings review, and workspace configuration. Use when managing Cursor team licenses, reviewing AI feature adoption, or analyzing Cursor workspace and rules configurations.
- ▌ Managing Dagger · cloudthinker-aiUse when working with Dagger — dagger CI/CD pipeline management. Covers pipeline-as-code configuration, module management, function execution, caching layers, container builds, and pipeline debugging. Use when managing Dagger pipelines, debugging function execution, inspecting modules, or optimizing container-based CI workflows.
- ▌ Managing Docker · cloudthinker-aiUse when working with Docker — docker container lifecycle and image management. Covers container operations, image builds, volume/network inspection, Docker Compose orchestration, resource usage monitoring, and registry management. Use when managing containers, debugging container issues, inspecting images, or orchestrating multi-container applications.
- ▌ Managing Duckdb · cloudthinker-aiUse when working with Duckdb — duckDB database management, query performance analysis, extension management, and storage optimization. Covers database file inspection, table statistics, memory configuration, Parquet/CSV import health, and columnar storage efficiency metrics. Read this skill before any DuckDB operations.
- ▌ Managing Encore · cloudthinker-aiUse when working with Encore — encore cloud application platform management. Covers service architecture, API inspection, infrastructure provisioning, environment management, deployment history, and local development. Use when building backend applications with Encore, inspecting service APIs, managing environments, or reviewing deployment status.
- ▌ Managing Finout · cloudthinker-aiUse when working with Finout — finout cloud cost management and MegaBill analysis platform. Covers cost allocation, MegaBill analysis, virtual tagging, showback reports, cost anomaly detection, and cross-provider spend optimization. Use when unifying cloud billing, creating virtual cost allocation tags, or generating showback/chargeback reports.
- ▌ Managing Garnet · cloudthinker-aiUse when working with Garnet — microsoft Garnet cache-store management, RESP protocol compatibility analysis, performance benchmarking, and cluster configuration. Covers server health, memory usage, storage tier inspection, checkpoint status, and client connection diagnostics. Read this skill before any Garnet operations.
- ▌ Managing Gerrit · cloudthinker-aiUse when working with Gerrit — gerrit code review system management including change review workflows, submit rules, label configuration, group permissions, and Prolog-based submit rules. Use when managing Gerrit review policies, change management, and approval workflows.
- ▌ Managing Gitpod · cloudthinker-aiUse when working with Gitpod — gitpod cloud development environment management and monitoring. Covers workspace lifecycle management, organization settings, usage tracking, prebuild configuration, environment class selection, and .gitpod.yml analysis. Use when managing Gitpod workspaces, reviewing team usage, configuring prebuilds, or analyzing development environment configurations.
- ▌ Managing Gradle · cloudthinker-aiUse when working with Gradle — gradle build system management. Covers build script analysis, task execution, dependency resolution, build scans, plugin management, and multi-project builds. Use when managing Gradle projects, debugging dependency conflicts, analyzing build performance, or configuring build caching.
- ▌ Managing Hasura · cloudthinker-aiUse when working with Hasura — hasura GraphQL Engine management - metadata inspection, remote schema configuration, event trigger management, action definitions, and permission analysis. Use when managing Hasura-based APIs, configuring data sources, analyzing event delivery, or troubleshooting permission issues.
- ▌ Managing Height · cloudthinker-aiUse when working with Height — height.app project management covering tasks, lists, workspaces, and team activity analytics. Use when auditing Height workspace usage, managing tasks and lists, analyzing team workload, or reviewing project progress across a Height workspace.
- ▌ Managing Heroku · cloudthinker-aiUse when working with Heroku — heroku platform management covering app inventory, dyno formation and scaling, add-on usage, release history, config var auditing, domain and SSL status, log drain configuration, and metrics analysis. Use for comprehensive Heroku app health and cost assessment.
- ▌ Managing Hex Pm · cloudthinker-aiUse when working with Hex Pm — hex.pm Elixir/Erlang package registry management. Covers package publishing, dependency resolution, Mix configuration, Hex organization management, and package metadata. Use when managing Hex packages, publishing Elixir/Erlang libraries, resolving Mix dependency conflicts, or auditing package security.
- ▌ Managing Icinga · cloudthinker-aiUse when working with Icinga — icinga infrastructure monitoring platform for host and service monitoring, cluster management, alerting, and performance data analysis. Covers host/service status, check result review, notification management, downtime scheduling, and configuration object management via Icinga 2 API. Use when checking monitoring status, investigating alerts, managing downtimes, or querying Icinga objects.
- ▌ Managing Infura · cloudthinker-aiUse when working with Infura — infura Web3 infrastructure management including project configuration, RPC endpoint health, IPFS gateway, usage statistics, and multi-chain support. Covers request volume monitoring, error tracking, bandwidth usage, and API key security across Ethereum, Polygon, Arbitrum, and other networks.
- ▌ Managing Ivanti · cloudthinker-aiUse when working with Ivanti — ivanti Neurons for ITSM covering service request management, IT asset management, workflow automation, and self-service portal configuration. Use when creating and routing service requests, tracking IT hardware and software assets, configuring automated workflows for common IT tasks, or managing the employee self-service portal and service catalog.
- ▌ Managing Keycdn · cloudthinker-aiUse when working with Keycdn — keyCDN management covering zones, zone aliases, cache settings, SSL certificates, and usage analytics. Use when managing KeyCDN zones, analyzing bandwidth and request metrics, configuring cache behavior, managing SSL, or troubleshooting content delivery through KeyCDN's edge network.
- ▌ Managing Klotho · cloudthinker-aiUse when working with Klotho — klotho cloud compiler and infrastructure generation. Covers application compilation, cloud target configuration, generated infrastructure inspection, deployment orchestration, and topology visualization. Use when using Klotho to compile applications to cloud infrastructure, reviewing generated IaC, or deploying to AWS.
- ▌ Managing Linode · cloudthinker-aiUse when working with Linode — linode (Akamai Cloud) infrastructure management via the linode-cli. Covers Linodes, NodeBalancers, volumes, domains, databases, and Kubernetes (LKE). Use when managing Linode/Akamai resources or checking instance health.
- ▌ Managing Logdna · cloudthinker-aiUse when working with Logdna — logDNA (now Mezmo) log management platform for log aggregation, search, alerting, and analysis. Covers log querying, view management, alert configuration, and usage monitoring. Use when searching LogDNA logs, investigating application issues through log data, managing views and alerts, or analyzing log ingestion volume.
- ▌ Managing Loggly · cloudthinker-aiUse when working with Loggly — loggly cloud log management platform for log search, analysis, alerting, and dashboards. Covers log querying with Lucene syntax, field exploration, alert management, and usage analysis. Use when searching Loggly logs, investigating application errors, managing alert configurations, or analyzing log volume patterns.
- ▌ Managing Looker · cloudthinker-aiUse when working with Looker — looker BI platform management. Covers explore analysis, dashboard review, LookML project management, PDT status monitoring, query performance, user activity, and content validation. Use when analyzing dashboards, investigating query performance, managing LookML projects, or auditing Looker usage.
- ▌ Managing Mapbox · cloudthinker-aiUse when working with Mapbox — mapbox platform management including map styles, tilesets, datasets, tokens, usage statistics, and geocoding. Covers API usage monitoring, tileset processing status, token permission auditing, and rate limit tracking across Maps, Navigation, and Search APIs.
- ▌ Managing Matomo · cloudthinker-aiUse when working with Matomo — matomo analytics management — monitor site traffic, visitor behavior, goals, segments, and reporting. Use when reviewing web analytics, inspecting referrer data, checking goal completions, or auditing tracking configuration.
- ▌ Managing Milvus · cloudthinker-aiUse when working with Milvus — milvus vector database management, collection schema inspection, index build monitoring, and query node health analysis. Covers partition management, segment compaction, resource group allocation, replica configuration, and consistency level tuning. Read this skill before any Milvus operations.
- ▌ Managing Mlflow · cloudthinker-aiUse when working with Mlflow — mLflow experiment tracking and model registry management. Covers experiment tracking, run comparison, model registry, artifact management, model serving, and metric analysis. Use when managing ML experiments, comparing model runs, promoting models through stages, or debugging MLflow tracking issues.
- ▌ Managing Nagios · cloudthinker-aiUse when working with Nagios — nagios infrastructure monitoring platform for host and service monitoring, alerting, event handling, and availability reporting. Covers host status review, service check results, notification management, downtime scheduling, and performance data analysis. Use when checking Nagios host/service status, investigating alerts, scheduling downtime, or reviewing monitoring configurations.
- ▌ Managing Nitric · cloudthinker-aiUse when working with Nitric — nitric cloud application framework management. Covers service definition, local development, deployment to AWS/Azure/GCP, resource inspection, stack management, and provider configuration. Use when building cloud applications with Nitric, deploying services, managing stacks, or debugging resource bindings.
- ▌ Managing Nocodb · cloudthinker-aiUse when working with Nocodb — nocoDB spreadsheet-database platform management covering base inventory, table structure analysis, view configurations, webhook monitoring, shared view auditing, and API token management. Use when reviewing database schemas, investigating data sync issues, monitoring webhook deliveries, or auditing shared access links.
- ▌ Managing Notion · cloudthinker-aiNotion workspace management - pages, databases, blocks, and content. Use when searching, creating, updating, or organizing Notion content.
- ▌ Managing Nuclei · cloudthinker-aiUse when working with Nuclei — projectDiscovery Nuclei vulnerability scanner for template-based scanning of web applications, networks, and cloud services. Covers scan execution, template management, result analysis, severity tracking, and integration with ProjectDiscovery Cloud. Use when running vulnerability scans, reviewing scan findings, managing nuclei templates, or analyzing scan results across targets.
- ▌ Managing Packer · cloudthinker-aiUse when working with Packer — packer machine image building. Covers image builds, template validation, variable management, post-processor configuration, build debugging, and multi-builder pipelines. Use when building machine images, validating templates, debugging build failures, or managing image pipelines.
- ▌ Managing Paddle · cloudthinker-aiUse when working with Paddle — paddle billing and payments platform management including products, prices, subscriptions, transactions, customers, discounts, and payouts. Covers MRR tracking, churn analysis, subscription health, revenue recognition, and tax compliance status.
- ▌ Managing Podman · cloudthinker-aiUse when working with Podman — podman rootless container and pod management. Covers container lifecycle, pod orchestration, image building, systemd integration, rootless networking, and container migration from Docker. Use when managing Podman containers, creating pods, generating systemd units, or building images without a daemon.
- ▌ Managing Pulsar · cloudthinker-aiUse when working with Pulsar — apache Pulsar tenant management, namespace policies, topic statistics, subscription lag, and cluster health.
- ▌ Managing Pulumi · cloudthinker-aiUse when working with Pulumi — pulumi infrastructure-as-code management. Covers stack management, preview/update workflows, configuration and secrets, state inspection, resource history, and policy packs. Use when managing Pulumi stacks, investigating deployment failures, managing secrets, or auditing infrastructure resources.
- ▌ Managing Puppet · cloudthinker-aiUse when working with Puppet — puppet configuration management. Covers catalog compilation, node management, module installation, report analysis, fact inspection, environment management, and resource auditing. Use when managing Puppet infrastructure, debugging catalog failures, inspecting node states, or auditing configuration compliance.
- ▌ Managing Pusher · cloudthinker-aiUse when working with Pusher — pusher real-time messaging platform management covering channels, presence, usage analytics, and webhook configuration. Use when monitoring active channels, analyzing connection metrics, reviewing usage quotas, managing Pusher apps, or troubleshooting real-time messaging issues.
- ▌ Managing Pytest · cloudthinker-aiUse when working with Pytest — pytest testing framework management and analysis. Covers test discovery, fixture analysis, coverage reporting, marker-based filtering, parametrized test review, plugin management, and conftest configuration. Use when managing pytest suites, investigating test failures, reviewing code coverage, or analyzing test performance.
- ▌ Managing Qdrant · cloudthinker-aiUse when working with Qdrant — qdrant vector database management, collection health monitoring, shard distribution analysis, and query optimization. Covers collection configuration, HNSW index parameters, quantization settings, snapshot management, and cluster consensus state. Read this skill before any Qdrant operations.
- ▌ Managing Qualys · cloudthinker-aiUse when working with Qualys — qualys vulnerability management, asset inventory, compliance scanning, and security posture assessment. Covers vulnerability scan results, host detection queries, VMDR dashboard metrics, patch prioritization, and compliance policy checks. Use when reviewing vulnerability scan findings, analyzing host security posture, tracking remediation progress, or managing Qualys scan schedules.
- ▌ Managing Rapid7 · cloudthinker-aiUse when working with Rapid7 — rapid7 InsightVM vulnerability management, asset discovery, risk scoring, and remediation tracking. Covers vulnerability scanning, asset inventory, risk prioritization, scan scheduling, and compliance reporting. Use when reviewing vulnerability scan results, analyzing asset risk posture, tracking remediation progress, or managing Rapid7 InsightVM scan configurations.
- ▌ Managing Render · cloudthinker-aiUse when working with Render — render platform management via the Render API. Covers web services, static sites, background workers, cron jobs, databases, and environment groups. Use when managing Render deployments or checking service health.
- ▌ Managing Rootly · cloudthinker-aiUse when working with Rootly — rootly incident management, on-call scheduling, workflows, retrospectives, and service catalog. Covers incident creation and lifecycle, automated workflows, alert routing, status pages, and post-incident analysis. Use when managing active incidents, configuring workflows, reviewing retrospectives, or analyzing incident trends in Rootly.
- ▌ Managing Runpod · cloudthinker-aiUse when working with Runpod — runPod GPU cloud management covering pod inventory, serverless endpoint status, GPU type allocation, template configuration, volume management, spending analysis, and performance metrics. Use for comprehensive RunPod workspace assessment and GPU compute optimization.
- ▌ Managing Sanity · cloudthinker-aiUse when working with Sanity — sanity.io headless CMS management covering dataset inventory, document type analysis, GROQ query monitoring, asset management, webhook tracking, and project member auditing. Use when reviewing content schemas, investigating query performance, monitoring content publishing, or auditing project access and API token usage.
- ▌ Managing Seldon · cloudthinker-aiUse when working with Seldon — seldon Core model deployment and inference management on Kubernetes. Covers model deployment, inference graphs, A/B testing, canary rollouts, monitoring, and explainability. Use when deploying ML models to Kubernetes, configuring inference pipelines, managing traffic splitting, or debugging prediction failures.
- ▌ Managing Signoz · cloudthinker-aiUse when working with Signoz — sigNoz open-source observability platform for metrics, traces, and logs with OpenTelemetry-native ingestion. Covers service performance monitoring, trace analysis, log querying, dashboard management, and alert rule configuration. Use when querying SigNoz metrics, analyzing distributed traces, searching logs, or managing alert rules and dashboards.
- ▌ Managing Sleuth · cloudthinker-aiUse when working with Sleuth — sleuth deployment tracking, DORA metrics, change failure rate analysis, and deploy health monitoring. Covers deployment frequency, lead time, MTTR, change failure rate, feature flag impact, and code change tracking. Use when analyzing deployment health, reviewing DORA metrics, tracking change failure rates, or monitoring deploy frequency in Sleuth.
- ▌ Managing Square · cloudthinker-aiUse when working with Square — square payment and commerce platform management including locations, catalog, orders, payments, subscriptions, invoices, team members, and devices. Covers payment volume metrics, location performance, catalog health, and device connectivity status.
- ▌ Managing Strapi · cloudthinker-aiUse when working with Strapi — strapi headless CMS management covering content type inventory, entry counts, media library analysis, role and permission auditing, webhook monitoring, and plugin status. Use when reviewing content models, investigating API access issues, monitoring content publishing, or auditing user permissions.
- ▌ Managing Stytch · cloudthinker-aiUse when working with Stytch — stytch authentication and identity platform management covering users, sessions, magic links, OTPs, OAuth, and organization management. Use when analyzing user authentication patterns, monitoring session health, reviewing MFA adoption, managing Stytch users and organizations, or troubleshooting login flows.
- ▌ Managing Sysaid · cloudthinker-aiUse when working with Sysaid — sysAid ITSM platform management covering ticket management, asset discovery and inventory, self-service portal administration, and reporting. Use when creating and routing helpdesk tickets, reviewing discovered IT assets and their configurations, managing the self-service portal catalog, or generating operational reports on ticket volume and resolution times.
- ▌ Managing Tekton · cloudthinker-aiUse when working with Tekton — tekton Pipelines management for Kubernetes-native CI/CD. Covers pipeline runs, task management, trigger bindings, event listeners, and workspace configuration. Use when checking pipeline execution, investigating task failures, managing triggers, or auditing Tekton resources in a Kubernetes cluster.
- ▌ Managing Testmo · cloudthinker-aiUse when working with Testmo — testmo test management platform monitoring and analysis. Covers project organization, test case and suite management, automation run tracking, exploratory session review, milestone progress, and field configuration. Use when managing test cases in Testmo, reviewing automated and manual test results, or tracking QA progress.
- ▌ Managing Testng · cloudthinker-aiUse when working with Testng — testNG testing framework management and analysis. Covers test suite XML configuration, group-based execution, data provider analysis, parallel execution settings, report parsing, and listener configuration. Use when managing TestNG suites, investigating test failures, or reviewing Java test configurations with TestNG features.
- ▌ Managing Tigris · cloudthinker-aiUse when working with Tigris — tigris globally distributed object storage management via the AWS CLI (S3-compatible) and Tigris dashboard API. Covers buckets, objects, regions, caching, and shadow buckets. Use when managing Tigris storage or reviewing global distribution.
- ▌ Managing Trello · cloudthinker-aiUse when working with Trello — trello board management covering boards, lists, cards, members, labels, and activity analytics. Use when auditing Trello usage, managing boards and cards, analyzing workflow bottlenecks, or reviewing team activity across Trello workspaces.
- ▌ Managing Valkey · cloudthinker-aiUse when working with Valkey — valkey (Redis fork) instance management, cluster health monitoring, memory analysis, and performance tuning. Covers keyspace inspection, replication lag, slow log analysis, client connections, and module compatibility checks. Read this skill before any Valkey operations.
- ▌ Managing Vitest · cloudthinker-aiUse when working with Vitest — vitest testing framework management and analysis. Covers test suite configuration, coverage reporting, snapshot management, benchmark analysis, workspace setup review, and Vite-native test features. Use when managing Vitest test suites, investigating test failures, reviewing code coverage, or analyzing test performance.
- ▌ Managing Voltdb · cloudthinker-aiUse when working with Voltdb — voltDB cluster management, stored procedure performance analysis, partition tuning, and export stream monitoring. Covers cluster topology, DR replication, snapshot schedules, command log health, and latency histogram analysis. Read this skill before any VoltDB operations.
- ▌ Managing Vonage · cloudthinker-aiUse when working with Vonage — vonage (formerly Nexmo) communications platform management covering SMS, voice, video, and messaging APIs. Use when analyzing message delivery, monitoring voice call quality, reviewing account balance, or managing Vonage applications and phone numbers.
- ▌ Managing Wasabi · cloudthinker-aiUse when working with Wasabi — wasabi cloud storage management via the AWS CLI (S3-compatible). Covers buckets, objects, versioning, lifecycle policies, and access control. Use when managing Wasabi storage or reviewing bucket configurations.
- ▌ Managing Zabbix · cloudthinker-aiUse when working with Zabbix — zabbix enterprise monitoring platform for infrastructure, networks, servers, cloud resources, and applications. Covers host management, trigger and problem review, item data querying, template management, and alert configuration. Use when monitoring Zabbix hosts, investigating active problems, reviewing trigger states, or managing monitoring templates and actions.
- ▌ Managing Zammad · cloudthinker-aiUse when working with Zammad — zammad helpdesk platform management covering ticket operations, knowledge base article publishing, and reporting dashboards. Use when creating and managing support tickets with tags and custom attributes, building and organizing knowledge base content for end-user self-service, or analyzing ticket metrics including first response times, resolution rates, and agent workload.
- ▌ Managing Zapier · cloudthinker-aiUse when working with Zapier — zapier workflow automation management covering Zap inventory, task usage tracking, connection health, error monitoring, and folder organization. Use when auditing Zap configurations, investigating failed tasks, monitoring usage quotas, or reviewing connected app integrations.
- ▌ Managing Zenhub · cloudthinker-aiUse when working with Zenhub — zenHub project management covering workspaces, boards, epics, sprints, and velocity analytics layered on GitHub Issues. Use when auditing ZenHub usage, analyzing board pipelines, reviewing sprint progress, or assessing team velocity across ZenHub workspaces.
- ▌ Managing Zephyr · cloudthinker-aiUse when working with Zephyr — zephyr test management (Scale/Squad) monitoring and analysis. Covers test case management within Jira, test cycle execution tracking, folder organization, execution status reporting, traceability matrix review, and environment configuration. Use when managing test cases in Zephyr, tracking test execution within Jira, or reviewing QA coverage.
- ▌ Monitoring Loki · cloudthinker-aiUse when working with Loki — grafana Loki log aggregation with LogQL queries, label management, tenant analysis, ingestion health, and ruler configuration. Covers log stream queries, metric queries from logs, alerting rules, and storage analysis. Use when querying logs via LogQL, analyzing label cardinality, managing alert rules, or monitoring Loki cluster health.
- ▌ Tracking Linear · cloudthinker-aiUse when working with Linear — linear project management for engineering teams. Covers issue tracking, sprint cycles, project roadmaps, team management, and workflow automation. Use when querying Linear issues, managing sprints, analyzing team velocity, searching for tickets, or creating/updating issues via the Linear GraphQL API.
- ▌ API Design Review · cloudthinker-aiUse when performing api design review — structured review template for evaluating API designs before implementation. Covers RESTful conventions, naming consistency, error handling patterns, pagination strategy, versioning, security considerations, and documentation completeness to ensure APIs are intuitive and maintainable.
- ▌ Canary Deployment · cloudthinker-aiUse when performing canary deployment — canary deployment template covering traffic percentage ramp-up, metrics gates at each stage, automated promotion criteria, and rollback triggers. Use for gradual, risk-controlled production releases with real traffic validation.
- ▌ Cis Benchmark AWS · cloudthinker-aiUse when performing cis benchmark aws — cIS Benchmark assessment for AWS covering identity and access management, logging, monitoring, networking, and storage controls. Based on CIS AWS Foundations Benchmark v3.0. Use for security baseline validation or hardening projects.
- ▌ Cis Benchmark K8S · cloudthinker-aiUse when performing cis benchmark k8s — cIS Benchmark assessment for Kubernetes covering control plane configuration, worker node security, RBAC policies, pod security, network policies, and secrets management. Based on CIS Kubernetes Benchmark v1.8. Use for cluster hardening or compliance validation.
- ▌ Data Flow Diagram · cloudthinker-aiUse when performing data flow diagram — guides the creation of comprehensive data flow diagrams (DFDs) that map how data moves through a system, identifying sources, destinations, transformations, and storage points. This template supports privacy reviews, security assessments, and compliance documentation by producing clear data lineage artifacts.
- ▌ Load Testing Plan · cloudthinker-aiUse when performing load testing plan — designs a comprehensive load testing plan covering test scenario definition, workload modeling, environment preparation, tool selection, execution strategy, and results analysis. Supports stress testing, soak testing, spike testing, and capacity planning for web applications and APIs.