cloudthinker-ai
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- ▌ GCP Bigquery Deep · cloudthinker-aiUse when working with Gcp Bigquery Deep — google BigQuery job analysis, slot utilization, storage optimization, materialized views, BI Engine capacity, and query performance diagnostics via bq CLI and gcloud.
- ▌ GCP Cloud Logging · cloudthinker-aiUse when working with Gcp Cloud Logging — google Cloud Logging log analysis, log-based metrics, sink management, exclusion filters, and log routing configuration via gcloud CLI.
- ▌ GCP Cloud Spanner · cloudthinker-aiUse when working with Gcp Cloud Spanner — google Cloud Spanner instance management, query statistics analysis, hot spot detection, schema analysis, and performance diagnostics via gcloud CLI.
- ▌ GCP Cloud Storage · cloudthinker-aiUse when working with Gcp Cloud Storage — google Cloud Storage bucket analysis, lifecycle rule management, access control configuration, transfer service operations, and storage class optimization via gsutil and gcloud CLI.
- ▌ Managing Activemq · cloudthinker-aiUse when working with Activemq — activeMQ broker health, destination management, advisory topic monitoring, network connector status, and message flow analysis.
- ▌ Managing Anyscale · cloudthinker-aiUse when working with Anyscale — anyscale platform management covering Ray clusters, services, model deployments, jobs, and usage analytics. Use when monitoring deployed services, analyzing cluster utilization, reviewing job status, managing model endpoints, or troubleshooting Anyscale deployments.
- ▌ Managing Appsmith · cloudthinker-aiUse when working with Appsmith — appsmith low-code platform management covering application inventory, workspace organization, datasource health, page and widget analysis, and user access auditing. Use when reviewing internal tool configurations, investigating datasource connectivity, monitoring application deployments, or auditing workspace permissions.
- ▌ Managing Appwrite · cloudthinker-aiUse when working with Appwrite — appwrite backend platform management covering project inventory, database collections, user authentication stats, storage bucket usage, function deployments, webhook configuration, and platform health. Use for comprehensive Appwrite project assessment and resource monitoring.
- ▌ Managing Atlantis · cloudthinker-aiUse when working with Atlantis — atlantis pull request automation for Terraform. Covers plan/apply via PR comments, workspace management, project configuration, server status, lock management, and repository configuration. Use when managing Atlantis deployments, debugging PR plan/apply issues, or configuring project workflows.
- ▌ Managing Basecamp · cloudthinker-aiUse when working with Basecamp — basecamp project management covering projects, to-do lists, messages, schedules, and team activity. Use when auditing Basecamp usage, managing to-dos and message boards, analyzing project activity, or reviewing team workload across Basecamp projects.
- ▌ Managing Baselime · cloudthinker-aiUse when working with Baselime — baselime serverless observability platform for AWS Lambda, CloudFlare Workers, and Vercel functions. Covers log and trace querying, alert management, service discovery, and performance analysis of serverless workloads. Use when investigating serverless function performance, querying Baselime events, managing alerts, or analyzing cold start and duration metrics.
- ▌ Managing Bigpanda · cloudthinker-aiUse when working with Bigpanda — bigPanda AIOps platform management covering event correlation, root cause analysis, incident management, alert enrichment, topology-based correlation, environment management, and analytics. Use when configuring BigPanda correlation patterns, investigating correlated incidents, tuning noise reduction, or analyzing alert topology and root cause indicators.
- ▌ Managing Budibase · cloudthinker-aiUse when working with Budibase — budibase low-code platform management covering application inventory, table and datasource health, screen layout analysis, automation monitoring, and user role auditing. Use when reviewing internal app configurations, investigating data connectivity issues, monitoring automation runs, or auditing user access controls.
- ▌ Managing Calendly · cloudthinker-aiUse when working with Calendly — calendly scheduling platform management covering event types, scheduled events, invitees, users, and booking analytics. Use when monitoring booking rates, analyzing event type performance, reviewing upcoming schedules, managing Calendly users and teams, or troubleshooting scheduling workflows.
- ▌ Managing Caprover · cloudthinker-aiUse when working with Caprover — capRover self-hosted PaaS management covering app inventory, container status, custom domain mappings, persistent directory mounts, environment variable auditing, cluster node status, Docker registry integration, and Nginx configuration review. Use for managing CapRover infrastructure.
- ▌ Managing Circleci · cloudthinker-aiUse when working with Circleci — circleCI pipeline and workflow management. Covers pipeline status, workflow analysis, job logs, credit usage monitoring, orb management, and project configuration. Use when checking CI status, investigating build failures, analyzing credit consumption, or managing CircleCI orbs.
- ▌ Managing Codeball · cloudthinker-aiUse when working with Codeball — codeBall AI-powered pull request risk assessment including automatic PR quality scoring, risk classification, and auto-approval for low-risk changes. Use when configuring CodeBall for automated PR triage, risk-based review routing, and review workload optimization.
- ▌ Managing Crucible · cloudthinker-aiUse when working with Crucible — atlassian Crucible code review management including review creation, commenting workflows, approval processes, and Jira integration. Use when managing Crucible review workflows, configuring review templates, and enforcing review completion policies.
- ▌ Managing Cube Dev · cloudthinker-aiUse when working with Cube Dev — cube.dev semantic layer management — monitor deployments, data models, pre-aggregations, query performance, and API health. Use when inspecting cube schemas, debugging slow queries, reviewing pre-aggregation builds, or auditing API usage.
- ▌ Managing Cucumber · cloudthinker-aiUse when working with Cucumber — cucumber BDD testing management and analysis. Covers feature file organization, step definition mapping, scenario tagging, Gherkin syntax validation, test report parsing, and step reuse analysis. Use when managing Cucumber test suites, investigating BDD scenario failures, or reviewing feature file coverage.
- ▌ Managing Cyberark · cloudthinker-aiUse when working with Cyberark — cyberArk privileged access management for safe management, privileged account discovery, session monitoring, credential rotation status, and security audit. Covers Vault, PVWA, PSM, and CyberArk Privilege Cloud. Read this skill before any CyberArk operations — it enforces discovery-first patterns and strict read-only safety rules.
- ▌ Managing Daily Co · cloudthinker-aiUse when working with Daily Co — daily.co video and audio API platform management for real-time video calls, rooms, recordings, and usage analytics. Use when monitoring active rooms, analyzing meeting quality, reviewing usage and billing, managing room configurations, or troubleshooting Daily.co video sessions.
- ▌ Managing Devcycle · cloudthinker-aiUse when working with Devcycle — devCycle feature flag management, targeting rules, environments, variable management, and usage metrics. Covers feature creation, variation configuration, targeting rules, audience segments, and API usage tracking. Use when managing feature flags, configuring targeting rules, reviewing variable usage, or analyzing feature adoption in DevCycle.
- ▌ Managing Device42 · cloudthinker-aiUse when working with Device42 — device42 IT infrastructure management covering data center infrastructure management (DCIM), application dependency mapping, IP address management, and asset lifecycle tracking. Use when documenting data center rack layouts and power chains, mapping application dependencies and communication flows, managing IP address allocation and subnets, or tracking hardware assets from procurement through decommission.
- ▌ Managing Diagrams · cloudthinker-aiUse when generating cloud architecture diagrams as code — creating, modifying, or reviewing infrastructure diagrams using the Python Diagrams library. Covers AWS, Azure, GCP, Kubernetes, on-premises, and SaaS provider nodes. Generates PNG/SVG architecture diagrams from Python code with Graphviz rendering.
- ▌ Managing Directus · cloudthinker-aiUse when working with Directus — directus headless CMS and data platform management covering collection inventory, field configuration, role and permission auditing, flow automation monitoring, webhook management, and file storage analysis. Use when reviewing data models, investigating API access issues, monitoring automation flows, or auditing user permissions.
- ▌ Managing Dnsimple · cloudthinker-aiUse when working with Dnsimple — dNSimple DNS and domain management covering domains, DNS records, zone files, certificates, contacts, and domain registration. Use when managing DNSimple hosted zones, configuring DNS records, managing SSL certificates, handling domain registrations, or troubleshooting DNS resolution issues.
- ▌ Managing Docusign · cloudthinker-aiUse when working with Docusign — docuSign eSignature platform management covering envelopes, templates, users, signing workflows, and account analytics. Use when monitoring envelope status, analyzing signing completion rates, reviewing template usage, managing DocuSign users and permissions, or troubleshooting document signing workflows.
- ▌ Managing Fivetran · cloudthinker-aiUse when working with Fivetran — fivetran data integration connector management. Covers connector status monitoring, sync operations, schema drift detection, usage metrics, destination management, and transformation scheduling. Use when checking connector sync status, investigating sync failures, managing schema configurations, or analyzing Fivetran usage.
- ▌ Managing Frontegg · cloudthinker-aiUse when working with Frontegg — frontegg authentication and user management platform covering users, tenants, roles, permissions, SSO, and audit logs. Use when analyzing tenant health, monitoring user authentication, reviewing role assignments, managing Frontegg tenants and users, or auditing access control configurations.
- ▌ Managing Infoblox · cloudthinker-aiUse when working with Infoblox — infoblox DDI (DNS, DHCP, IPAM) management covering DNS zones, records, networks, IP address allocation, DHCP scopes, and grid health. Use when managing Infoblox DNS/DHCP infrastructure, auditing IP address usage, troubleshooting DNS resolution, or analyzing network allocation across the Infoblox grid.
- ▌ Managing Instatus · cloudthinker-aiUse when working with Instatus — instatus status page management, component monitoring, incident communication, and subscriber notifications. Covers status page creation, component health tracking, incident updates, scheduled maintenance, and uptime reporting. Use when managing status pages, communicating incidents to users, tracking component uptime, or scheduling maintenance in Instatus.
- ▌ Managing Kanboard · cloudthinker-aiUse when working with Kanboard — kanboard project management covering projects, tasks, columns, swimlanes, and productivity analytics. Use when auditing Kanboard usage, managing tasks and projects, analyzing workflow throughput, or reviewing board health across a Kanboard instance.
- ▌ Managing Keycloak · cloudthinker-aiUse when working with Keycloak — keycloak identity and access management for realm administration, client configuration, user federation, role mapping, session analysis, and authentication flow review. Covers OpenID Connect, SAML, LDAP federation, and identity brokering. Read this skill before any Keycloak operations — it enforces discovery-first patterns and strict read-only safety rules.
- ▌ Managing Kubecost · cloudthinker-aiUse when working with Kubecost — kubecost Kubernetes cost monitoring and optimization. Covers namespace cost allocation, workload cost breakdown, efficiency scoring, savings recommendations, cluster cost trends, and budget alerting. Use when analyzing Kubernetes spend, identifying waste, or right-sizing workloads.
- ▌ Managing Kubeflow · cloudthinker-aiUse when working with Kubeflow — kubeflow ML platform management on Kubernetes. Covers pipeline management, experiment tracking, notebook servers, KFServing/KServe inference, Katib hyperparameter tuning, and training operators. Use when managing ML pipelines, deploying inference services, investigating training failures, or auditing Kubeflow resources.
- ▌ Managing Lacework · cloudthinker-aiUse when working with Lacework — lacework cloud security platform for threat detection, compliance assessment, vulnerability management, and cloud workload protection. Covers alert investigation, compliance report analysis, container security, host vulnerability scanning, and anomaly detection. Use when investigating cloud security alerts, reviewing compliance posture, analyzing vulnerabilities in cloud workloads, or managing Lacework agent deployments.
- ▌ Managing Librenms · cloudthinker-aiUse when working with Librenms — libreNMS network monitoring platform for network devices, servers, SNMP monitoring, alerting, and performance graphing. Covers device discovery, port monitoring, alert management, health sensor data, and availability reporting. Use when monitoring network devices, investigating interface utilization, reviewing alerts, or managing LibreNMS device inventory.
- ▌ Managing Logstash · cloudthinker-aiUse when working with Logstash — logstash pipeline management with input/filter/output analysis, pipeline statistics, event processing metrics, and queue monitoring. Covers pipeline health, plugin performance, JVM stats, hot threads analysis, and configuration review. Use when managing Logstash pipelines, analyzing throughput, reviewing filter performance, or troubleshooting event processing.
- ▌ Managing Metabase · cloudthinker-aiUse when working with Metabase — metabase BI platform management. Covers question and dashboard analysis, database connection management, pulse/subscription monitoring, collection organization, query performance, and user activity tracking. Use when analyzing dashboards, investigating query issues, managing database connections, or auditing Metabase usage.
- ▌ Managing Mixpanel · cloudthinker-aiUse when working with Mixpanel — mixpanel analytics management — monitor event ingestion, user profiles, funnels, retention, and data governance. Use when reviewing event volumes, debugging tracking issues, inspecting user properties, or auditing data definitions.
- ▌ Managing Moogsoft · cloudthinker-aiUse when working with Moogsoft — moogsoft AI-driven incident management covering intelligent alert detection, noise reduction, correlation engine tuning, situation management, workflow automation, and performance analytics. Use when configuring Moogsoft correlation algorithms, analyzing alert noise reduction effectiveness, managing situations, or reviewing AI-driven incident detection patterns.
- ▌ Managing Newrelic · cloudthinker-aiUse when working with Newrelic — new Relic observability platform for APM, infrastructure monitoring, log management, synthetic monitoring, and alerting. Covers NRQL query building, application performance analysis, error investigation, alert policy management, and dashboard overview. Use when querying New Relic metrics, investigating application errors, analyzing service performance, or managing alert conditions.
- ▌ Managing Opsgenie · cloudthinker-aiUse when working with Opsgenie — opsGenie alert management, on-call schedule queries, escalation policy configuration, integration management, and incident response. Covers alert lifecycle, team management, routing rules, maintenance windows, and notification policies. Use when managing alerts, reviewing on-call schedules, configuring escalations, or analyzing incident response via OpsGenie API.
- ▌ Managing Osticket · cloudthinker-aiUse when working with Osticket — osTicket open-source helpdesk management covering ticket creation and routing, canned response templates, SLA plan configuration, and department-based ticket assignment. Use when managing support tickets in osTicket, configuring automated responses for common issues, setting up SLA plans with grace periods, or organizing helpdesk departments and agent assignments.
- ▌ Managing Ovhcloud · cloudthinker-aiUse when working with Ovhcloud — oVHcloud infrastructure management via the ovh CLI and OVHcloud API. Covers dedicated servers, VPS, Public Cloud instances, databases, domains, and billing. Use when managing OVHcloud resources or reviewing infrastructure health.
- ▌ Managing Pandadoc · cloudthinker-aiUse when working with Pandadoc — pandaDoc document automation platform management covering documents, templates, contacts, workspaces, and analytics. Use when monitoring document status, analyzing completion rates, reviewing template performance, managing PandaDoc documents and contacts, or tracking document workflow health.
- ▌ Managing Pinecone · cloudthinker-aiUse when working with Pinecone — pinecone vector database management, index health monitoring, namespace analysis, and query performance tuning. Covers index statistics, dimension configuration, pod utilization, collection management, and metadata filtering efficiency. Read this skill before any Pinecone operations.
- ▌ Managing Postmark · cloudthinker-aiUse when working with Postmark — postmark transactional email service management including server configuration, message streams, delivery statistics, bounce tracking, template management, and sender signature verification. Covers delivery rates, latency metrics, and suppression list monitoring.
- ▌ Managing Power Bi · cloudthinker-aiUse when working with Power Bi — power BI service management — monitor workspaces, datasets, reports, refresh schedules, and capacity utilization. Use when inspecting dashboard health, debugging refresh failures, auditing workspace permissions, or reviewing dataset configurations.
- ▌ Managing Powerdns · cloudthinker-aiUse when working with Powerdns — powerDNS authoritative and recursor management covering zones, records, server statistics, DNSSEC, TSIG keys, and zone metadata. Use when managing PowerDNS servers, configuring DNS zones and records, enabling DNSSEC, monitoring server performance, or troubleshooting DNS resolution.
- ▌ Managing Rabbitmq · cloudthinker-aiUse when working with Rabbitmq — rabbitMQ queue management, exchange bindings, connection health, shovel and federation status, and cluster monitoring.
- ▌ Managing Renovate · cloudthinker-aiUse when working with Renovate — renovate dependency update bot management covering configuration analysis, update PR tracking, dependency dashboard monitoring, package rule auditing, merge confidence review, and schedule optimization. Use when auditing Renovate configurations, investigating stale dependency PRs, reviewing auto-merge policies, or optimizing update grouping strategies.
- ▌ Managing Scaleway · cloudthinker-aiUse when working with Scaleway — scaleway cloud infrastructure management via the scw CLI. Covers instances, Kubernetes (Kapsule), managed databases, object storage, serverless containers, and billing. Use when managing Scaleway resources or checking infrastructure health.
- ▌ Managing Scylladb · cloudthinker-aiUse when working with Scylladb — scyllaDB cluster management, shard-per-core analysis, compaction strategy tuning, and CQL performance diagnostics. Covers node health, tablet distribution, workload prioritization, repair scheduling, and latency histogram analysis. Read this skill before any ScyllaDB operations.
- ▌ Managing Sendbird · cloudthinker-aiUse when working with Sendbird — sendbird messaging platform management covering group channels, open channels, users, messages, moderation, and usage analytics. Use when monitoring chat health, analyzing message volumes, reviewing user engagement, managing channels and moderation, or troubleshooting Sendbird messaging issues.
- ▌ Managing Sentinel · cloudthinker-aiUse when working with Sentinel — microsoft Sentinel SIEM incident management, threat hunting, analytics rules, and security operations. Covers incident triage, KQL-based threat hunting, alert rule configuration, connector health, and workbook analytics. Use when investigating security incidents, reviewing detection rules, analyzing threat patterns, or managing Sentinel workspace health.
- ▌ Managing Site24x7 · cloudthinker-aiUse when working with Site24X7 — site24x7 cloud monitoring platform for websites, servers, networks, applications, and cloud infrastructure. Covers monitor status, alert management, performance metrics, SLA reporting, and threshold configuration. Use when checking Site24x7 monitor status, investigating downtime, reviewing performance metrics, or managing monitor configurations and alert rules.
- ▌ Managing Skaffold · cloudthinker-aiUse when working with Skaffold — skaffold continuous development workflow management for Kubernetes. Covers dev loop configuration, build/deploy profiles, debug mode, file sync, render pipeline, and multi-module projects. Use when managing Skaffold development workflows, debugging build failures, configuring deploy profiles, or optimizing the inner dev loop.
- ▌ Managing Snipe It · cloudthinker-aiUse when working with Snipe It — snipe-IT asset management covering hardware asset tracking, software license management, and check-in/check-out workflows. Use when cataloging IT hardware with serial numbers and custom fields, managing software license counts and assignments, processing asset check-outs to employees, handling returns and transfers, or auditing asset locations and maintenance schedules.
- ▌ Managing Snowplow · cloudthinker-aiUse when working with Snowplow — snowplow behavioral data pipeline management — monitor collector endpoints, enrichment processes, pipeline health, schema registry, failed events, and data quality. Use when diagnosing event delivery issues, inspecting enrichment configurations, or auditing data collection pipelines.
- ▌ Managing Sourcery · cloudthinker-aiUse when working with Sourcery — sourcery AI code quality and refactoring management including automated refactoring suggestions, code quality scoring, duplicate detection, and PR review integration. Use when configuring Sourcery for automated code improvement, quality gates, and refactoring workflows.
- ▌ Managing Split Io · cloudthinker-aiUse when working with Split Io — split.io feature flag management, targeting rules, traffic allocation, experimentation, and metric tracking. Covers split definitions, treatment configurations, segment management, impression tracking, and change history. Use when managing feature splits, reviewing targeting rules, analyzing experiment results, or auditing configuration changes in Split.io.
- ▌ Managing Supabase · cloudthinker-aiSupabase project management - databases, Edge Functions, branches, and migrations. Use when working with Supabase infrastructure, executing SQL, or deploying serverless functions.
- ▌ Managing Superset · cloudthinker-aiUse when working with Superset — apache Superset BI platform management. Covers chart and dashboard management, dataset analysis, query history review, database connections, saved query management, and alert/report scheduling. Use when analyzing dashboards, investigating query performance, managing datasets, or auditing Superset usage.
- ▌ Managing Teamcity · cloudthinker-aiUse when working with Teamcity — teamCity CI/CD server management. Covers build configurations, agent pools, VCS roots, build queue monitoring, project hierarchy, and build chain analysis. Use when checking build status, investigating failures, managing agents, or auditing TeamCity project configurations.
- ▌ Managing Teamwork · cloudthinker-aiUse when working with Teamwork — teamwork project management covering projects, task lists, milestones, time tracking, and team workload. Use when auditing Teamwork usage, managing tasks and milestones, analyzing time entries, or reviewing project health across a Teamwork instance.
- ▌ Managing Testcafe · cloudthinker-aiUse when working with Testcafe — testCafe end-to-end testing management and analysis. Covers test execution monitoring, browser provider configuration, concurrent test analysis, report parsing, fixture organization, and selector debugging. Use when managing TestCafe test suites, investigating failures, or reviewing test configurations.
- ▌ Managing Testrail · cloudthinker-aiUse when working with Testrail — testRail test case management and reporting. Covers project and suite organization, test case review, test run and plan management, milestone tracking, result analysis, and user activity monitoring. Use when managing test cases in TestRail, reviewing test execution results, or tracking QA progress across milestones.
- ▌ Managing Thirdweb · cloudthinker-aiUse when working with Thirdweb — thirdweb Web3 development platform management including contract deployments, Engine instances, embedded wallets, auth sessions, RPC usage, and storage (IPFS). Covers contract interaction health, wallet provisioning, transaction relayer status, and gasless transaction monitoring.
- ▌ Managing Upsource · cloudthinker-aiUse when working with Upsource — jetBrains Upsource code review management including review workflows, code inspections, branch review tracking, and IDE integration. Use when managing Upsource review processes, configuring automated inspections, and tracking review metrics.
- ▌ Managing Val Town · cloudthinker-aiUse when working with Val Town — val Town platform management covering val inventory, execution logs, scheduled val status, HTTP endpoint configuration, email handler analysis, blob storage usage, and usage metrics. Use for comprehensive Val Town workspace assessment and optimization.
- ▌ Managing Veracode · cloudthinker-aiUse when working with Veracode — veracode application security testing platform for SAST, DAST, SCA, and manual penetration testing. Covers application profiles, scan results, flaw management, policy compliance, and sandbox testing. Use when reviewing application scan results, analyzing security flaws, tracking remediation progress, or managing Veracode application profiles and policies.
- ▌ Managing Weaviate · cloudthinker-aiUse when working with Weaviate — weaviate vector database management, schema inspection, module health monitoring, and query performance analysis. Covers class definitions, shard distribution, vectorizer configuration, multi-tenancy status, and backup/restore operations. Read this skill before any Weaviate operations.
- ▌ Managing Xmatters · cloudthinker-aiUse when working with Xmatters — xMatters communication workflow management covering on-call scheduling, group management, communication plan design, flow designer automation, event targeting, and notification analytics. Use when configuring xMatters communication workflows, managing on-call rotations, building flow designer integrations, or analyzing notification delivery and response patterns.
- ▌ Managing Youtrack · cloudthinker-aiUse when working with Youtrack — jetBrains YouTrack issue tracking covering projects, issues, agile boards, sprints, and workflow analytics. Use when auditing YouTrack usage, managing issues and agile boards, analyzing sprint progress, or reviewing project health across a YouTrack instance.
- ▌ Managing Zoho Crm · cloudthinker-aiUse when working with Zoho Crm — zoho CRM management including leads, contacts, accounts, deals, activities, reports, workflows, and blueprints. Covers pipeline analytics, lead conversion tracking, activity completion, workflow execution monitoring, and API usage limits.
- ▌ Monitoring Jaeger · cloudthinker-aiUse when working with Jaeger — jaeger distributed tracing for trace search, service dependency analysis, span analysis, sampling configuration, and performance monitoring. Covers trace lookup, service topology, operation latency analysis, and comparison workflows. Use when searching traces, analyzing service dependencies, investigating latency, or managing Jaeger configuration via API.
- ▌ Monitoring Kibana · cloudthinker-aiUse when working with Kibana — kibana visualization platform with space management, saved objects, index patterns, dashboard export, and lens analysis. Covers dashboard management, visualization listing, data view configuration, alerting rules, and reporting. Use when managing Kibana spaces, exporting dashboards, reviewing index patterns, or analyzing saved objects via API.
- ▌ Monitoring Sentry · cloudthinker-aiUse when working with Sentry — sentry error tracking, performance monitoring, release health, and issue management. Covers error investigation, stack trace analysis, release comparison, performance transaction monitoring, alert rule management, and issue triage workflows. Use when investigating application errors, analyzing crash rates, reviewing release health, or managing Sentry projects.
- ▌ Monitoring Splunk · cloudthinker-aiUse when working with Splunk — splunk platform for log analytics, SPL queries, index management, saved searches, alerts, and dashboard analysis. Covers search job management, data model acceleration, KV store lookups, and forwarder health. Use when running SPL queries, investigating alerts, analyzing indexes, or managing Splunk resources via REST API.
- ▌ Monitoring Thanos · cloudthinker-aiUse when working with Thanos — thanos long-term Prometheus storage with store gateway health, compactor status, query frontend analysis, sidecar management, and ruler evaluation. Covers PromQL queries via Thanos Query, block management, deduplication, downsampling status, and multi-cluster federation. Use when querying Thanos metrics, monitoring compaction, analyzing store health, or managing Thanos components.
- ▌ Accessibility Audit · cloudthinker-aiUse when performing accessibility audit — comprehensive accessibility audit template following WCAG 2.1 guidelines. Covers automated scanning, manual testing, keyboard navigation, screen reader compatibility, color contrast analysis, and remediation planning to ensure digital products are usable by people with disabilities.
- ▌ API Contract Review · cloudthinker-aiUse when performing api contract review — provides a structured review checklist for evaluating API contracts including REST, gRPC, and GraphQL endpoints. This template covers naming conventions, versioning, error handling, pagination, authentication, rate limiting, and backward compatibility to ensure APIs meet organizational standards before launch.
- ▌ Cpu Profiling Guide · cloudthinker-aiUse when performing cpu profiling guide — guides systematic CPU profiling to identify and resolve CPU-bound performance bottlenecks. Covers profiler selection and setup, flame graph analysis, hot path identification, optimization strategies, and validation procedures for common language runtimes.
- ▌ Dns Cutover Runbook · cloudthinker-aiUse when performing dns cutover runbook — dNS cutover procedure covering pre-checks, TTL reduction, cutover execution, validation, and rollback. Use for domain migrations, CDN changes, load balancer swaps, or any DNS-dependent infrastructure transition.
- ▌ Dns Outage Response · cloudthinker-aiUse when performing dns outage response — dNS-specific incident response playbook covering DNS resolution failures, propagation issues, DNSSEC validation errors, DNS provider outages, and misconfiguration recovery. Provides diagnostic commands, TTL-aware recovery timelines, failover procedures, and DNS health verification steps.
- ▌ Documentation Audit · cloudthinker-aiUse when performing documentation audit — audits the state of technical documentation across an engineering organization. Covers documentation inventory, freshness assessment, gap identification, quality scoring, ownership assignment, and a remediation plan to achieve comprehensive, accurate, and maintainable documentation.
- ▌ Managing Fauna · cloudthinker-aiUse when working with Fauna — fauna database management via the fauna CLI and Fauna API. Covers databases, collections, indexes, functions, keys, and query execution. Use when managing Fauna databases or reviewing document-relational data.
- ▌ Managing Feast · cloudthinker-aiUse when working with Feast — feast feature store management. Covers feature store configuration, entity management, feature views, materialization, online serving, and data source inspection. Use when managing ML feature pipelines, materializing features, querying online/offline stores, or debugging feature retrieval issues.
- ▌ Managing Flipt · cloudthinker-aiUse when working with Flipt — flipt feature flag management, segment-based targeting, rule configuration, and namespace organization. Covers flag and variant management, segment constraints, distribution rules, rollout percentages, and audit logging. Use when managing feature flags, configuring targeting segments, reviewing flag evaluations, or auditing changes in Flipt.
- ▌ Managing Gitea · cloudthinker-aiUse when working with Gitea — gitea self-hosted Git platform management covering repository inventory, organization structure, user administration, webhook monitoring, issue and pull request tracking, and CI/CD integration status. Use when auditing repository configurations, investigating access issues, monitoring instance health, or reviewing organization settings.
- ▌ Managing Grype · cloudthinker-aiUse when working with Grype — anchore Grype vulnerability scanner for container images, filesystems, and SBOMs. Covers image scanning, SBOM-based vulnerability matching, severity filtering, fix tracking, and database management. Use when scanning container images for vulnerabilities, analyzing SBOM security, reviewing vulnerability findings, or managing Grype database updates and scan configurations.
- ▌ Managing Ifttt · cloudthinker-aiUse when working with Ifttt — iFTTT automation platform management covering applet inventory, service connection health, activity log monitoring, and usage tracking. Use when auditing applet configurations, investigating trigger or action failures, monitoring service connectivity, or reviewing automation activity history.
- ▌ Managing Ilert · cloudthinker-aiUse when working with Ilert — iLert alerting and incident management covering alert source configuration, on-call scheduling, escalation policies, status page management, heartbeat monitoring, uptime tracking, and notification channel setup. Use when configuring iLert alert sources, managing on-call rotations, setting up status pages, monitoring heartbeats, or analyzing incident response metrics.
- ▌ Managing Istio · cloudthinker-aiUse when working with Istio — istio service mesh management for Kubernetes. Covers virtual services, destination rules, gateway configuration, traffic management, mTLS policies, sidecar injection, telemetry, and fault injection. Use when managing service mesh traffic routing, debugging connectivity issues, reviewing mTLS status, or configuring Istio policies.
- ▌ Managing Junit · cloudthinker-aiUse when working with Junit — jUnit testing framework management and analysis. Covers test suite configuration, XML report parsing, test runner integration, assertion pattern review, parameterized test analysis, and build tool integration with Maven and Gradle. Use when managing JUnit test suites, investigating test failures, or reviewing Java/Kotlin test configurations.
- ▌ Managing Kafka · cloudthinker-ai bundleUse when working with Kafka — apache Kafka topic management, consumer group monitoring, partition analysis, broker health, and lag monitoring.
- ▌ Managing Keydb · cloudthinker-aiUse when working with Keydb — keyDB multi-threaded Redis-compatible datastore management, active replication monitoring, FLASH storage tier analysis, and sub-key expiration inspection. Covers thread configuration, multi-master replication, MVCC diagnostics, and memory-to-flash ratio tuning. Read this skill before any KeyDB operations.
- ▌ Managing Knock · cloudthinker-aiUse when working with Knock — knock notification infrastructure management covering workflows, channels, users, messages, and delivery analytics. Use when monitoring notification delivery, analyzing workflow performance, reviewing channel health, managing notification preferences, or troubleshooting Knock notification issues.