cloudthinker-ai
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- ▌ Vendor Risk Assessment · cloudthinker-aiUse when performing vendor risk assessment — template for evaluating third-party vendor risk before onboarding or during periodic reviews. Covers security posture assessment, data handling practices, compliance certifications, business continuity capabilities, contractual obligations, and risk scoring to make informed vendor decisions.
- ▌ Analyzing Cockroachdb · cloudthinker-aiUse when working with Cockroachdb — cockroachDB cluster health, range distribution, SQL statistics, schema change monitoring, and query optimization.
- ▌ Analyzing Planetscale · cloudthinker-aiUse when working with Planetscale — planetScale branch management, deploy requests, schema analysis, query insights, and database health.
- ▌ Analyzing Singlestore · cloudthinker-aiUse when working with Singlestore — singleStore (MemSQL) workspace management, pipeline status, query tuning, memory analysis, and cluster health.
- ▌ Analyzing Timescaledb · cloudthinker-aiUse when working with Timescaledb — timescaleDB hypertable analysis, chunk management, continuous aggregates, compression policies, and time-series optimization.
- ▌ AWS Cost Optimization · cloudthinker-aiUse when working with Aws Cost Optimization — aWS native cost optimization using Compute Optimizer, Trusted Advisor cost checks, Savings Plan analysis, Cost Explorer, and resource rightsizing. Covers EC2 rightsizing, idle resource detection, Savings Plan and Reserved Instance recommendations, and cost anomaly detection. Use when optimizing AWS infrastructure costs with native AWS tools.
- ▌ Azure Cost Management · cloudthinker-aiUse when working with Azure Cost Management — azure Cost Management cost analysis, budget tracking, Advisor cost recommendations, export management, and spending trend analysis via Azure CLI.
- ▌ GCP Artifact Registry · cloudthinker-aiUse when working with Gcp Artifact Registry — google Artifact Registry repository management, vulnerability scanning analysis, cleanup policy configuration, and artifact lifecycle management via gcloud CLI.
- ▌ Managing Algolia Deep · cloudthinker-aiUse when working with Algolia Deep — advanced Algolia search platform management including indices, search analytics, A/B tests, query rules, synonyms, API key audit, and infrastructure monitoring. Covers search performance metrics, relevance tuning, click-through analysis, indexing health, and usage quota tracking.
- ▌ Managing Apache Geode · cloudthinker-aiUse when working with Apache Geode — apache Geode distributed cache management, region inspection, member health monitoring, and WAN gateway analysis. Covers locator status, server groups, partition distribution, persistent disk store health, and continuous query diagnostics. Read this skill before any Geode operations.
- ▌ Managing Apache Hbase · cloudthinker-aiUse when working with Apache Hbase — apache HBase cluster management, region server health monitoring, table analysis, and compaction management. Covers RegionServer load balancing, HDFS integration health, WAL status, namespace inspection, and coprocessor diagnostics. Read this skill before any HBase operations.
- ▌ Managing Apache Pinot · cloudthinker-aiUse when working with Apache Pinot — apache Pinot management — monitor cluster health, tables, segments, ingestion jobs, query performance, and controller/broker/server status. Use when debugging ingestion issues, inspecting segment distribution, optimizing query latency, or auditing cluster capacity.
- ▌ Managing AWS Cdk Deep · cloudthinker-aiUse when working with Aws Cdk Deep — aWS CDK application and stack management. Covers stack synthesis, CloudFormation template inspection, diff analysis, deployment orchestration, context values, asset management, and construct library usage. Use when managing CDK apps, debugging synthesis errors, reviewing stack diffs, or analyzing deployed CloudFormation resources.
- ▌ Managing AWS Gamelift · cloudthinker-aiUse when working with Aws Gamelift — aWS GameLift fleet management including game server deployments, fleet scaling, matchmaking configuration, game session monitoring, and player session tracking. Covers fleet health, capacity utilization, matchmaking metrics, and cost analysis.
- ▌ Managing AWS Iot Core · cloudthinker-aiUse when working with Aws Iot Core — aWS IoT Core management including things, thing groups, certificates, policies, rules, topic monitoring, device shadows, and fleet indexing. Covers device connectivity health, message throughput, rule action errors, certificate expiration, and shadow drift analysis.
- ▌ Managing AWS Ses Deep · cloudthinker-aiUse when working with Aws Ses Deep — advanced AWS SES management including sending quotas, identity verification, configuration sets, dedicated IPs, reputation dashboard, suppression list, email receiving rules, and deliverability advisor. Goes beyond basic SES to cover DKIM/DMARC compliance, event publishing, and virtual deliverability manager.
- ▌ Managing Azure Devops · cloudthinker-aiUse when working with Azure Devops — azure DevOps comprehensive management. Covers pipelines, boards, repositories, artifacts, test plans, work item tracking, and release management. Use when checking pipeline status, managing work items, investigating build failures, or auditing Azure DevOps project configurations.
- ▌ Managing Backblaze B2 · cloudthinker-aiUse when working with Backblaze B2 — backblaze B2 cloud storage management via the b2 CLI. Covers buckets, files, lifecycle rules, keys, and usage statistics. Use when managing B2 storage or reviewing bucket configurations and costs.
- ▌ Managing Better Stack · cloudthinker-aiUse when working with Better Stack — better Stack (formerly Logtail) for log search, uptime monitoring, incident management, on-call scheduling, and status page management. Covers log querying, monitor configuration, heartbeat checks, escalation policies, and team management. Use when searching logs, managing uptime monitors, handling incidents, or configuring on-call schedules via Better Stack API.
- ▌ Managing Betteruptime · cloudthinker-aiUse when working with Betteruptime — better Uptime monitoring, status pages, incident management, on-call scheduling, and heartbeat tracking. Covers monitor configuration, response time analysis, incident lifecycle, on-call rotations, and SLA reporting. Use when managing uptime monitors, reviewing incident history, configuring on-call schedules, or analyzing response times in Better Uptime.
- ▌ Managing Browserstack · cloudthinker-aiUse when working with Browserstack — browserStack cloud testing platform monitoring and analysis. Covers Automate session management, live testing status, App Automate tracking, build and session analysis, device/browser usage metrics, and account quota monitoring. Use when managing BrowserStack test sessions, reviewing cross-browser results, or monitoring cloud testing infrastructure.
- ▌ Managing Cert Manager · cloudthinker-aiUse when working with Cert Manager — cert-manager certificate lifecycle management. Covers certificate issuance, issuer configuration, ACME challenges, certificate renewal, troubleshooting failed issuance, and trust management. Use when managing TLS certificates in Kubernetes, debugging issuance failures, configuring ACME providers, or monitoring certificate expiration.
- ▌ Managing Chronosphere · cloudthinker-aiUse when working with Chronosphere — chronosphere cloud-native observability platform for metrics, tracing, and alerting at scale. Covers PromQL-based metric queries, trace analysis, monitor management, dashboards, and control plane configuration. Use when querying Chronosphere metrics, investigating service performance, managing alerting rules, or analyzing distributed traces.
- ▌ Managing Cypress Deep · cloudthinker-aiUse when working with Cypress Deep — cypress end-to-end testing management and analysis. Covers test execution monitoring, dashboard integration, screenshot and video analysis, test report parsing, flaky test detection, and configuration auditing. Use when investigating test failures, reviewing Cypress Cloud results, or managing Cypress test suites.
- ▌ Managing Dagster Deep · cloudthinker-aiUse when working with Dagster Deep — dagster deep data orchestration management covering job and asset inventory, run monitoring, schedule and sensor health, partition status, resource configuration, and daemon health checks. Use when investigating run failures, analyzing asset materialization, monitoring schedule ticks, or auditing Dagster configurations.
- ▌ Managing Digitalocean · cloudthinker-aiUse when working with Digitalocean — digitalOcean infrastructure management via the doctl CLI. Covers Droplets, databases, load balancers, firewalls, domains, and account billing. Use when managing DigitalOcean resources, checking Droplet health, or reviewing infrastructure costs.
- ▌ Managing Discord Deep · cloudthinker-aiUse when working with Discord Deep — deep Discord server management covering guilds, channels, members, roles, and message analytics. Use when auditing Discord server health, analyzing community engagement, managing channels and roles, or retrieving message history across a Discord server.
- ▌ Managing Dotenv Vault · cloudthinker-aiUse when working with Dotenv Vault — dotenv Vault encrypted environment variable management, environment syncing, team collaboration, and version tracking. Covers vault creation, environment pushing and pulling, key listing, version history, and multi-environment management. Use when managing encrypted .env files, syncing environment variables across teams, comparing environments, or auditing config changes with Dotenv Vault.
- ▌ Managing Elastic Siem · cloudthinker-aiUse when working with Elastic Siem — elastic Security SIEM detection management, alert triage, rule configuration, and threat hunting. Covers security alerts, detection rules, timeline investigations, endpoint events, and case management. Use when investigating security alerts, reviewing detection rule health, analyzing threat patterns, or managing Elastic Security configurations.
- ▌ Managing Fireworks AI · cloudthinker-aiUse when working with Fireworks Ai — fireworks AI inference platform management covering models, deployments, fine-tuning, and usage analytics. Use when monitoring API usage, analyzing model performance, reviewing fine-tuning jobs, checking available models, or troubleshooting Fireworks AI API issues.
- ▌ Managing Foundationdb · cloudthinker-aiUse when working with Foundationdb — foundationDB cluster management, layer inspection, transaction rate monitoring, and storage engine analysis. Covers cluster health via fdbcli status, process roles, coordination state, backup/restore status, and data distribution metrics. Read this skill before any FoundationDB operations.
- ▌ Managing Freshservice · cloudthinker-aiUse when working with Freshservice — freshservice ITSM platform management covering ticket lifecycle, asset management, change requests, release management, and CMDB. Use when creating or triaging support tickets, tracking IT assets and their relationships, managing change and release workflows, or querying the configuration management database for infrastructure dependencies.
- ▌ Managing GCP Iot Core · cloudthinker-aiUse when working with Gcp Iot Core — google Cloud IoT platform management using Pub/Sub, Cloud Functions, and device management patterns that replaced the deprecated IoT Core. Covers device telemetry via Pub/Sub, command delivery, device state management, and monitoring through Cloud Monitoring.
- ▌ Managing Highlight Io · cloudthinker-aiUse when working with Highlight Io — highlight.io full-stack observability platform for session replay, error monitoring, log management, and tracing. Covers error tracking, log querying, session analysis, trace investigation, and alert management. Use when investigating frontend errors, analyzing user sessions, searching application logs, or managing Highlight.io alert configurations.
- ▌ Managing Label Studio · cloudthinker-aiUse when working with Label Studio — label Studio data labeling platform management. Covers project management, annotation tasks, model predictions, data export, user management, and labeling configuration. Use when managing annotation projects, reviewing labeling progress, importing predictions, or exporting labeled datasets.
- ▌ Managing Launchdarkly · cloudthinker-aiUse when working with Launchdarkly — launchDarkly feature flag management, targeting rules, environments, experimentation, and audit logging. Covers flag lifecycle, user targeting, percentage rollouts, prerequisite flags, flag scheduling, and SDK connection status. Use when managing feature flags, reviewing targeting rules, analyzing flag usage, auditing changes, or monitoring SDK connections in LaunchDarkly.
- ▌ Managing Linkerd Deep · cloudthinker-aiUse when working with Linkerd Deep — advanced Linkerd service mesh management covering proxy diagnostics, multi-cluster linking, policy resources, HTTPRoute configuration, server authorization, retry budgets, and advanced observability. Use for deep Linkerd troubleshooting, multi-cluster traffic management, policy-based authorization, or advanced proxy debugging.
- ▌ Managing Netlify Deep · cloudthinker-aiUse when working with Netlify Deep — deep Netlify platform analysis covering site inventory, deploy history, serverless function logs, edge function status, form submissions, bandwidth usage, build plugin configurations, and DNS/domain settings. Use for comprehensive Netlify project health assessment.
- ▌ Managing NPM Registry · cloudthinker-aiUse when working with Npm Registry — npm registry and package management. Covers package publishing, version management, registry configuration, access controls, audit scanning, and dependency analysis. Use when managing npm packages, configuring private registries, auditing vulnerabilities, or analyzing package download metrics.
- ▌ Managing Prefect Deep · cloudthinker-aiUse when working with Prefect Deep — prefect deep workflow orchestration management covering flow inventory, flow run monitoring, deployment health, work pool status, block configuration, automation rules, and agent/worker health checks. Use when investigating flow run failures, analyzing task concurrency, monitoring infrastructure health, or auditing Prefect configurations.
- ▌ Managing Prisma Cloud · cloudthinker-aiUse when working with Prisma Cloud — palo Alto Prisma Cloud security platform for cloud security posture management, workload protection, and compliance monitoring. Covers alert management, policy configuration, asset inventory, vulnerability findings, compliance frameworks, and runtime protection. Use when investigating cloud security alerts, reviewing compliance status, analyzing vulnerabilities, or managing Prisma Cloud policies and integrations.
- ▌ Managing Pulumi Cloud · cloudthinker-aiUse when working with Pulumi Cloud — pulumi Cloud stack and deployment management. Covers stack operations, resource inspection, configuration and secrets, deployment history, policy packs (CrossGuard), and team access controls. Use when managing Pulumi stacks, reviewing deployment history, inspecting resource state, or auditing organization policies.
- ▌ Managing Shopify Deep · cloudthinker-aiUse when working with Shopify Deep — advanced Shopify store management including products, inventory, orders, customers, analytics, fulfillment, shipping, themes, apps, and webhooks. Covers sales performance, inventory health, fulfillment rates, abandoned cart analysis, and app ecosystem monitoring.
- ▌ Managing Unreal Cloud · cloudthinker-aiUse when working with Unreal Cloud — unreal Engine cloud services management including Epic Online Services (EOS), matchmaking, lobbies, player data storage, analytics, and anti-cheat. Covers deployment health, player session metrics, title storage, and service configuration review.
- ▌ Managing Zendesk Deep · cloudthinker-aiUse when working with Zendesk Deep — zendesk advanced support management covering ticket workflows, macros, triggers, automations, SLA policies, views, and reporting. Use when managing complex ticket routing, configuring automation rules, analyzing support metrics, monitoring SLA compliance, or optimizing helpdesk agent workflows and productivity.
- ▌ Monitoring Prometheus · cloudthinker-aiUse when working with Prometheus — prometheus metrics monitoring, PromQL query building, alerting rule analysis, target scrape health, and TSDB storage management. Covers service discovery, recording rules, federation, remote write, and integration with Alertmanager. Use when querying Prometheus metrics, investigating alerting rules, analyzing scrape targets, or building PromQL expressions.
- ▌ Access Request Workflow · cloudthinker-aiUse when performing access request workflow — standardized access request process with multi-level approval chain for granting system, application, and data access. Covers request submission, manager approval, security review, provisioning, and access certification to ensure least-privilege compliance and audit trail documentation.
- ▌ Alert Fatigue Reduction · cloudthinker-aiUse when performing alert fatigue reduction — analyzes alerting configurations to identify noise, redundancy, and low-value alerts that contribute to on-call fatigue. This template walks teams through auditing their alert rules, measuring signal-to-noise ratios, and implementing changes to ensure every page is actionable and meaningful.
- ▌ API Sunset Notification · cloudthinker-aiUse when performing api sunset notification — template for managing API sunset notifications and deprecation communications. Covers consumer identification, multi-channel notification strategy, deprecation header implementation, migration tracking, escalation procedures, and sunset enforcement to ensure smooth API retirement.
- ▌ API Versioning Strategy · cloudthinker-aiUse when performing api versioning strategy — template for defining and implementing API versioning strategies. Covers versioning scheme selection, backward compatibility analysis, migration path design, client communication planning, and deprecation timelines to manage API evolution without breaking existing consumers.
- ▌ Caching Strategy Review · cloudthinker-aiUse when performing caching strategy review — reviews and designs caching strategies for services, evaluating cache placement, invalidation approaches, consistency trade-offs, and capacity planning. This template helps teams make informed decisions about what to cache, where to cache it, and how to handle cache lifecycle management.
- ▌ Cdn Optimization Review · cloudthinker-aiUse when performing cdn optimization review — reviews and optimizes CDN configuration for maximum cache hit ratio, minimal latency, and cost efficiency. Covers cache policy tuning, origin shield configuration, edge function optimization, security headers, and geographic performance analysis.
- ▌ Container Security Scan · cloudthinker-aiUse when performing container security scan — provides a structured process for scanning container images and runtime environments for security vulnerabilities, misconfigurations, and compliance violations. This template covers image scanning, Dockerfile best practices, runtime security policies, and remediation tracking.
- ▌ Data Quality Assessment · cloudthinker-aiUse when performing data quality assessment — conducts a systematic assessment of data quality across key dimensions including completeness, accuracy, consistency, timeliness, uniqueness, and validity. Identifies data quality issues, quantifies their business impact, and produces a remediation plan with automated quality monitoring.
- ▌ Employee Offboarding It · cloudthinker-aiUse when performing employee offboarding it — iT offboarding workflow for departing employees covering access revocation, device collection, data handling, license reclamation, and compliance documentation. Ensures all IT access is properly removed, company assets are returned, and data retention policies are followed during employee separation.
- ▌ Hotfix Emergency Review · cloudthinker-aiUse when performing hotfix emergency review — expedited review process template for production hotfixes covering incident correlation, minimal change verification, rollback readiness, regression risk assessment, and post-incident follow-up tracking. Provides a streamlined but thorough review framework for emergency fixes that balances speed with safety.
- ▌ Incident Metrics Review · cloudthinker-aiUse when performing incident metrics review — incident response metrics analysis framework covering MTTR (Mean Time to Resolve), MTTA (Mean Time to Acknowledge), MTBF (Mean Time Between Failures), and MTTD (Mean Time to Detect). Provides calculation methods, benchmarking guidance, trend analysis templates, and actionable improvement recommendations for each metric.
- ▌ Knowledge Transfer Plan · cloudthinker-aiUse when performing knowledge transfer plan — structures a knowledge transfer plan for engineering teams facing team transitions, departures, or domain ownership changes. This template ensures critical knowledge about systems, processes, and tribal context is documented, transferred to receiving team members, and validated before the transition is complete.
- ▌ Multi Region Deployment · cloudthinker-aiUse when performing multi region deployment — multi-region deployment template covering region selection, data replication strategy, traffic routing, failover configuration, consistency models, and operational procedures. Use for expanding to new regions, designing active-active architectures, or implementing global redundancy.
- ▌ Performance Code Review · cloudthinker-aiUse when performing performance code review — performance-focused code review template covering N+1 query detection, memory leak identification, caching strategy evaluation, algorithmic complexity analysis, and resource utilization review. Provides a systematic framework for identifying performance bottlenecks and regressions before they impact production systems.
- ▌ Runbook Secret Rotation · cloudthinker-aiUse when performing runbook secret rotation — secret and credential rotation procedure covering discovery, rotation execution, deployment, and validation. Use for scheduled credential rotation, responding to leaked secrets, or compliance-driven key rotation.
- ▌ Schema Migration Review · cloudthinker-aiUse when performing schema migration review — reviews database schema migrations for safety, performance impact, and backward compatibility. This template ensures migrations are evaluated for lock contention, data integrity, rollback capability, and deployment sequencing before execution in production environments.
- ▌ Slo Definition Workshop · cloudthinker-aiUse when performing slo definition workshop — sLO definition workflow covering SLI selection, target setting, error budget policy, alerting strategy, and stakeholder alignment. Use when establishing SLOs for a new service, revising existing targets, or implementing an SRE practice.
- ▌ Toil Reduction Analysis · cloudthinker-aiUse when performing toil reduction analysis — systematically identifies, quantifies, and prioritizes toil within engineering teams. This template guides SRE and operations teams through cataloging repetitive manual work, measuring its impact on productivity, and developing automation strategies to reclaim engineering time for higher-value projects.
- ▌ Zero Downtime Migration · cloudthinker-aiUse when performing zero downtime migration — structured runbook for executing zero-downtime data and service migrations. Covers pre-migration validation, dual-write setup, incremental data sync, cutover orchestration, and rollback procedures to ensure continuous availability throughout the migration process.
- ▌ Managing Alibaba Cloud · cloudthinker-aiUse when working with Alibaba Cloud — alibaba Cloud infrastructure management via the aliyun CLI. Covers ECS instances, RDS databases, VPCs, SLB load balancers, OSS storage, and billing. Use when managing Alibaba Cloud resources or checking infrastructure health.
- ▌ Managing Anthropic API · cloudthinker-aiUse when working with Anthropic Api — anthropic API platform management covering models, usage tracking, rate limits, and message analytics. Use when monitoring API usage and costs, analyzing model request patterns, reviewing rate limit health, or troubleshooting Anthropic Claude API issues.
- ▌ Managing AWS Appconfig · cloudthinker-aiUse when working with Aws Appconfig — aWS AppConfig configuration management and deployment analysis. Covers applications, environments, configuration profiles, deployment strategies, hosted configurations, and deployment status monitoring. Use when inspecting AppConfig deployments, reviewing feature flags, auditing configuration profiles, or debugging deployment rollbacks.
- ▌ Managing AWS Codebuild · cloudthinker-aiUse when working with Aws Codebuild — aWS CodeBuild project management and build analysis. Covers build project inventory, build history, build phase details, environment configurations, source credentials, report groups, and build metrics. Use when inspecting build projects, debugging build failures, reviewing build environments, or analyzing build performance.
- ▌ Managing AWS Inspector · cloudthinker-aiUse when working with Aws Inspector — aWS Inspector vulnerability management and finding analysis. Covers Inspector v2 coverage, vulnerability findings, finding summaries, scan configurations, suppression rules, and coverage statistics. Use when auditing vulnerability posture, reviewing Inspector findings, checking scan coverage, or analyzing security vulnerabilities across EC2, ECR, and Lambda resources.
- ▌ Managing Azure Iot Hub · cloudthinker-aiUse when working with Azure Iot Hub — azure IoT Hub management including device registry, device twins, message routing, endpoints, jobs, and IoT Edge deployments. Covers device connectivity status, message throughput, routing health, quota utilization, and Edge module monitoring.
- ▌ Managing Modal · cloudthinker-aiUse when working with Modal — modal serverless compute management covering app inventory, function deployments, container status, volume mounts, secret management, scheduled job analysis, GPU utilization, and usage metrics. Use for comprehensive Modal workspace assessment and compute optimization.
- ▌ Managing Nginx · cloudthinker-aiUse when working with Nginx — nginx web server and reverse proxy management, upstream health monitoring, virtual host analysis, access log analytics, and rate limiting configuration. Covers server block inspection, SSL certificate status, connection metrics, and load balancing tuning. Read this skill before any Nginx operations — it enforces discovery-first patterns, anti-hallucination rules, and safety constraints.
- ▌ Managing Nhost · cloudthinker-aiUse when working with Nhost — nhost backend platform management covering project inventory, database status, authentication configuration, storage usage, serverless function deployments, Hasura GraphQL engine health, and environment variable auditing. Use for comprehensive Nhost project health and resource assessment.
- ▌ Managing Nomad · cloudthinker-aiUse when working with Nomad — hashiCorp Nomad workload orchestrator management. Covers job submission, allocation status, deployment health, client/server status, namespace management, and resource utilization. Use when managing Nomad jobs, debugging allocation failures, monitoring deployments, or inspecting cluster health.
- ▌ Managing Nuget · cloudthinker-aiUse when working with Nuget — nuGet package registry management. Covers package publishing, version management, dependency resolution, package source configuration, vulnerability scanning, and .NET project analysis. Use when managing NuGet packages, configuring package sources, resolving version conflicts, or auditing package security.
- ▌ Managing Nylas · cloudthinker-aiUse when working with Nylas — nylas calendar and email API platform management covering calendars, events, messages, contacts, and scheduling pages. Use when monitoring calendar sync health, analyzing email delivery, reviewing scheduling page performance, managing connected accounts, or troubleshooting Nylas API issues.
- ▌ Managing Plane · cloudthinker-aiUse when working with Plane — plane project management covering workspaces, projects, issues, cycles, and modules. Use when auditing Plane workspace usage, managing issues and cycles, analyzing project health, or reviewing team workload across a Plane instance.
- ▌ Managing Plivo · cloudthinker-aiUse when working with Plivo — plivo cloud communications platform management for voice calls, SMS messaging, phone number management, and usage analytics. Use when analyzing message delivery rates, monitoring call quality, reviewing Plivo account usage and billing, or managing phone number inventory.
- ▌ Managing Rally · cloudthinker-aiUse when working with Rally — broadcom Rally (formerly CA Agile Central) project management covering workspaces, projects, user stories, defects, iterations, and velocity analytics. Use when auditing Rally usage, managing stories and defects, analyzing iteration health, or reviewing portfolio-level metrics.
- ▌ Managing Redis · cloudthinker-aiUse when working with Redis — redis in-memory data store analysis, performance monitoring, memory optimization, and key management. Covers memory usage analysis, keyspace inspection, slow log investigation, replication health, cluster status, eviction policy review, and connection management. Read this skill before any Redis operations — it enforces discovery-first patterns, anti-hallucination rules, and safety constraints.
- ▌ Managing Scrut · cloudthinker-aiUse when working with Scrut — scrut Automation compliance platform for SOC 2, ISO 27001, HIPAA, GDPR, and other security frameworks. Covers risk management, control monitoring, evidence automation, vendor risk assessment, and continuous compliance. Use when reviewing compliance posture, tracking control effectiveness, managing risk registers, monitoring vendor security, or preparing for compliance audits.
- ▌ Managing Sigma · cloudthinker-aiUse when working with Sigma — sigma Computing management — monitor workbooks, datasets, connections, materialization schedules, and user activity. Use when reviewing workbook health, inspecting data connections, auditing permissions, or checking materialization job status.
- ▌ Managing Taiga · cloudthinker-aiUse when working with Taiga — taiga agile project management covering projects, user stories, tasks, sprints, epics, and kanban boards. Use when auditing Taiga project health, managing sprints and user stories, analyzing velocity, or reviewing backlog status across Taiga projects.
- ▌ Managing Turso · cloudthinker-aiUse when working with Turso — turso edge database management via the turso CLI. Covers databases, groups, locations, replicas, tokens, and usage statistics. Use when managing Turso/libSQL databases or reviewing edge replication.
- ▌ Managing Vanta · cloudthinker-aiUse when working with Vanta — vanta compliance automation platform for SOC 2, ISO 27001, HIPAA, PCI DSS, and GDPR compliance monitoring. Covers test monitoring, evidence collection, vulnerability tracking, personnel compliance, and vendor risk management. Use when reviewing compliance test results, tracking failing tests, managing personnel security requirements, or preparing for compliance audits.
- ▌ Managing Vault · cloudthinker-aiUse when working with Vault — hashiCorp Vault secrets management for reading secrets, auditing access policies, checking seal status, managing leases, reviewing audit logs, and inspecting auth methods. Covers KV secrets engine, dynamic credentials, PKI, and Vault Enterprise namespaces. Read this skill before any Vault operations — it enforces discovery-first patterns and strict read-only safety rules.
- ▌ Managing Vultr · cloudthinker-aiUse when working with Vultr — vultr cloud infrastructure management via the vultr-cli and Vultr API. Covers instances, bare metal, block storage, load balancers, Kubernetes, databases, and billing. Use when managing Vultr resources or checking server health.
- ▌ Managing Wandb · cloudthinker-aiUse when working with Wandb — weights & Biases experiment tracking and ML ops management. Covers run tracking, sweep management, artifact versioning, report analysis, model registry, and team collaboration. Use when managing ML experiments, comparing training runs, analyzing hyperparameter sweeps, or auditing W&B project resources.
- ▌ Managing Webex · cloudthinker-aiUse when working with Webex — cisco Webex management covering meetings, rooms, memberships, messages, and usage analytics. Use when auditing Webex usage, managing spaces and meetings, retrieving message history, or analyzing collaboration patterns across a Webex organization.
- ▌ Managing Wrike · cloudthinker-aiUse when working with Wrike — wrike project management covering folders, projects, tasks, timelog entries, and workflow analytics. Use when auditing Wrike usage, managing tasks and projects, analyzing time tracking, or reviewing workflow health across a Wrike workspace.
- ▌ AI Ethics Review · cloudthinker-aiUse when performing ai ethics review — conducts an ethical review of AI/ML systems covering fairness, transparency, accountability, privacy, and safety. Evaluates potential harms, bias in training data and model outputs, explainability requirements, and produces an ethics impact assessment with mitigation recommendations.
- ▌ Analyzing Druid · cloudthinker-aiUse when working with Druid — apache Druid datasource analysis, ingestion task management, supervisor status, segment management, and query performance.
- ▌ Analyzing Mysql · cloudthinker-aiUse when working with Mysql — mySQL and MariaDB database analysis, performance tuning, query optimization, and health monitoring. Covers slow query investigation, index analysis, table statistics, replication health, InnoDB status, connection pool analysis, and schema inspection.
- ▌ Analyzing Neo4j · cloudthinker-aiUse when working with Neo4J — neo4j graph database analysis, index management, Cypher query optimization, APOC utilities, and cluster health monitoring.
- ▌ Analyzing Tfsec · cloudthinker-aiUse when working with Tfsec — tfsec Terraform security scanning. Covers static analysis of Terraform code, custom rule creation, CI integration, severity filtering, module scanning, and remediation guidance. Use when scanning Terraform configurations for security issues, creating custom security rules, or integrating security checks into CI pipelines.
- ▌ Analyzing Trino · cloudthinker-aiUse when working with Trino — trino (Presto) query analysis, catalog management, worker health, memory allocation, and query optimization.
- ▌ Analyzing Trivy · cloudthinker-aiUse when working with Trivy — trivy comprehensive security scanner. Covers container image scanning, filesystem scanning, Kubernetes cluster scanning, SBOM generation, secret detection, license scanning, and misconfiguration detection. Use when scanning containers for vulnerabilities, generating SBOMs, scanning K8s clusters, or detecting misconfigurations.
- ▌ AWS API Gateway · cloudthinker-ai bundleUse when working with AWS API Gateway — analyzing REST or HTTP APIs, debugging latency or 5xx errors, auditing throttling and stage configuration, reviewing usage plans, or checking authorization setup. Covers API inventory, CloudWatch metrics, stage audits, and integration health for both REST (v1) and HTTP (v2) APIs.
- ▌ AWS Eventbridge · cloudthinker-aiUse when working with Aws Eventbridge — aWS EventBridge event bus management, rule analysis, target health monitoring, and schema registry exploration. Covers event pattern matching, rule invocation metrics, dead-letter queue analysis, cross-account event routing, and event replay.