cloudthinker-ai
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- ▌ Pen Test Planning · cloudthinker-aiUse when performing pen test planning — plans and scopes a penetration test engagement, covering target identification, rules of engagement, testing methodology selection, team coordination, communication protocols, and findings remediation workflow. Supports network, application, cloud, and social engineering test types.
- ▌ Slack Rca Summary · cloudthinker-aiPost concise incident RCA summaries to Slack channels. Formats findings into a readable Slack message with severity, root cause, impact, and action items.
- ▌ Team Health Check · cloudthinker-aiUse when performing team health check — provides a structured framework for assessing engineering team health across key dimensions including delivery pace, code quality, collaboration, well-being, and technical practices. This template helps engineering managers and team leads identify areas of strength and opportunities for improvement through regular pulse checks.
- ▌ Tech Radar Update · cloudthinker-aiUse when performing tech radar update — guides the process of creating or updating a technology radar that tracks the adoption status of technologies, tools, frameworks, and practices across the organization. Covers technology assessment, ring classification, team input collection, and communication of technology guidance.
- ▌ War Room Protocol · cloudthinker-aiUse when performing war room protocol — defines a structured war room protocol for managing major incidents, including role assignments, communication cadences, escalation paths, and decision-making frameworks. This template helps teams respond to critical incidents efficiently by establishing clear procedures before they are needed.
- ▌ Analyzing Vitess · cloudthinker-aiUse when working with Vitess — vitess tablet health, VSchema management, resharding status, VReplication workflows, and cluster topology.
- ▌ Azure Front Door · cloudthinker-aiUse when working with Azure Front Door — azure Front Door routing rules, WAF policy management, health probe configuration, cache management, and CDN analytics via Azure CLI.
- ▌ Azure Logic Apps · cloudthinker-aiUse when working with Azure Logic Apps — azure Logic Apps workflow run analysis, trigger history, connector management, error diagnostics, and workflow definition inspection via Azure CLI.
- ▌ GCP Cloud Deploy · cloudthinker-aiUse when working with Gcp Cloud Deploy — google Cloud Deploy delivery pipeline management, release tracking, rollout status monitoring, approval workflows, and deployment diagnostics via gcloud CLI.
- ▌ Managing Airbyte · cloudthinker-aiUse when working with Airbyte — airbyte data integration platform management. Covers connection status monitoring, sync job tracking, source and destination health, schema change detection, workspace management, and connector upgrades. Use when checking sync status, investigating job failures, managing Airbyte connections, or auditing data pipeline configurations.
- ▌ Managing Airflow · cloudthinker-aiUse when working with Airflow — apache Airflow workflow orchestration management. Covers DAG management, task instance monitoring, executor health, pool status, variable management, connection audit, and scheduler diagnostics. Use when checking DAG run status, investigating task failures, managing Airflow resources, or auditing configurations.
- ▌ Managing Alchemy · cloudthinker-aiUse when working with Alchemy — alchemy Web3 development platform management including app configuration, RPC endpoint health, webhook notifications, NFT API usage, Enhanced APIs, gas optimization, and usage analytics. Covers request volume monitoring, error rates, compute unit consumption, and multi-chain endpoint health.
- ▌ Managing Algolia · cloudthinker-aiUse when working with Algolia — algolia index management, search relevance tuning, analytics review, and configuration optimization. Covers index settings, ranking criteria, faceting configuration, synonyms, rules, API key management, and usage quotas. Read this skill before any Algolia operations.
- ▌ Managing Ansible · cloudthinker-aiUse when working with Ansible — ansible automation and configuration management. Covers playbook execution, inventory management, role management, vault secrets, ad-hoc commands, fact gathering, and task debugging. Use when running playbooks, managing inventories, debugging task failures, or auditing Ansible configurations.
- ▌ Managing AWS Cdk · cloudthinker-aiUse when working with Aws Cdk — aWS CDK infrastructure-as-code management. Covers synth, diff, deploy, bootstrap, context values, construct inspection, and stack dependencies. Use when managing CDK applications, reviewing synthesized templates, comparing deployments, or debugging construct issues.
- ▌ Managing AWS Efs · cloudthinker-aiUse when working with Aws Efs — aWS EFS file system management and performance analysis. Covers file system inventory, mount targets, access points, throughput modes, lifecycle policies, replication configurations, and storage metrics. Use when inspecting EFS file systems, debugging mount issues, reviewing performance settings, or optimizing storage costs.
- ▌ Managing AWS Fsx · cloudthinker-aiUse when working with Aws Fsx — aWS FSx file system management and health analysis. Covers FSx for Lustre, Windows File Server, NetApp ONTAP, and OpenZFS file systems, volumes, backups, data repository associations, and storage capacity metrics. Use when inspecting FSx file systems, debugging performance issues, reviewing backup configurations, or analyzing storage utilization.
- ▌ Managing AWS Iam · cloudthinker-aiUse when working with Aws Iam — aWS IAM deep analysis for policy evaluation, role trust relationship review, access advisor data, credential reports, permission boundary inspection, and identity-based vs resource-based policy analysis. Covers IAM users, roles, groups, policies, SCPs, and cross-account access patterns. Read this skill before any IAM operations — it enforces discovery-first patterns and strict read-only safety rules.
- ▌ Managing AWS Sam · cloudthinker-aiUse when working with Aws Sam — aWS Serverless Application Model (SAM) management. Covers template validation, local testing, build and packaging, deployment orchestration, stack inspection, log tailing, and API Gateway debugging. Use when building serverless applications with SAM, testing locally, deploying Lambda functions, or troubleshooting API Gateway endpoints.
- ▌ Managing AWS Sqs · cloudthinker-aiUse when working with Aws Sqs — aWS SQS queue metrics, dead letter queue management, SNS subscription management, message attributes, and queue health monitoring.
- ▌ Managing AWS Sso · cloudthinker-aiUse when working with Aws Sso — aWS IAM Identity Center (SSO) management. Covers SSO instance configuration, permission sets, account assignments, user and group provisioning, session policies, and access auditing. Use when managing single sign-on access to AWS accounts, reviewing permission sets, auditing account assignments, or configuring identity source integration.
- ▌ Managing Baserow · cloudthinker-aiUse when working with Baserow — baserow open-source database platform management covering workspace organization, database and table inventory, field configuration analysis, view management, webhook monitoring, and user access auditing. Use when reviewing database structures, investigating API integration issues, monitoring webhook deliveries, or auditing workspace permissions.
- ▌ Managing Baseten · cloudthinker-aiUse when working with Baseten — baseten ML deployment platform management covering model inventory, deployment status, autoscaling configuration, inference call history, GPU allocation, environment management, and performance metrics. Use for comprehensive Baseten workspace assessment and ML serving optimization.
- ▌ Managing Bentoml · cloudthinker-aiUse when working with Bentoml — bentoML model serving and packaging management. Covers service management, model packaging, deployment status, API testing, Bento building, and runner configuration. Use when packaging ML models for serving, deploying BentoML services, debugging inference issues, or managing model artifacts.
- ▌ Managing Cal Com · cloudthinker-aiUse when working with Cal Com — cal.com open-source scheduling platform management covering event types, bookings, availability, teams, and analytics. Use when monitoring booking rates, analyzing event type usage, reviewing team availability, managing Cal.com schedules, or troubleshooting scheduling issues.
- ▌ Managing Cast AI · cloudthinker-aiUse when working with Cast Ai — cAST AI Kubernetes cluster optimization and cost management. Covers cluster cost optimization, spot instance management, cost reports, node rebalancing, security posture, and workload right-sizing. Use when optimizing Kubernetes cluster costs, managing node lifecycle, or analyzing cloud spend with CAST AI.
- ▌ Managing Chamber · cloudthinker-aiUse when working with Chamber — chamber secrets management using AWS Systems Manager Parameter Store, service-scoped secret organization, environment variable export, and parameter auditing. Covers reading and writing secrets by service, comparing environments, listing services, version tracking, and IAM permission validation. Use when managing AWS SSM-based secrets with Chamber, auditing parameter changes, or comparing configs across services.
- ▌ Managing Checkmk · cloudthinker-aiUse when working with Checkmk — checkmk infrastructure and application monitoring platform for hosts, services, network devices, and cloud resources. Covers host/service status, event console, rule management, agent deployment, and WATO configuration. Use when checking Checkmk monitoring status, investigating service problems, managing host configurations, or reviewing monitoring rules.
- ▌ Managing Codecov · cloudthinker-aiUse when working with Codecov — codecov coverage tracking management. Covers coverage reporting, PR comments, flag management, component analysis, and coverage trend tracking. Use when managing Codecov configuration, analyzing coverage reports, debugging coverage uploads, or configuring coverage thresholds.
- ▌ Managing Codeium · cloudthinker-aiUse when working with Codeium — codeium (Windsurf) AI coding assistant management and analytics. Covers team seat management, usage tracking, language analytics, editor adoption metrics, security policy configuration, and enterprise deployment review. Use when managing Codeium/Windsurf licenses, reviewing team adoption, or analyzing AI-assisted coding productivity.
- ▌ Managing Contour · cloudthinker-aiUse when working with Contour — contour ingress controller management covering HTTPProxy resources, TLS delegation, rate limiting, request policies, inclusion/delegation, and Envoy proxy configuration. Use when managing Contour HTTPProxy routing, configuring TLS with delegation, debugging Envoy proxy issues, setting up rate limiting, or analyzing ingress traffic patterns.
- ▌ Managing Coolify · cloudthinker-aiUse when working with Coolify — coolify self-hosted PaaS management covering application inventory, service status, deployment history, server resource utilization, database instances, S3 storage configurations, webhook settings, and team management. Use for managing Coolify-based infrastructure.
- ▌ Managing Coredns · cloudthinker-aiUse when working with Coredns — coreDNS server management, zone configuration, plugin chain analysis, query logging, and cache statistics. Covers Corefile inspection, health endpoint monitoring, metrics collection, and forwarding configuration. Read this skill before any CoreDNS operations — it enforces discovery-first patterns, anti-hallucination rules, and safety constraints.
- ▌ Managing Courier · cloudthinker-aiUse when working with Courier — courier notification orchestration platform management covering messages, templates, brands, users, and delivery analytics. Use when monitoring notification delivery, analyzing template performance, reviewing delivery logs, managing notification preferences, or troubleshooting Courier notification issues.
- ▌ Managing Cronofy · cloudthinker-aiUse when working with Cronofy — cronofy calendar API platform management covering calendars, events, availability, scheduling, and account sync health. Use when monitoring calendar integrations, analyzing scheduling patterns, reviewing availability rules, managing connected accounts, or troubleshooting Cronofy calendar sync issues.
- ▌ Managing Dagster · cloudthinker-aiUse when working with Dagster — dagster data orchestration platform management. Covers asset management, pipeline runs, sensor and schedule status, IO manager configuration, partition management, and resource health. Use when checking asset materialization status, investigating run failures, managing schedules/sensors, or analyzing Dagster deployments.
- ▌ Managing Descope · cloudthinker-aiUse when working with Descope — descope authentication and identity management platform covering users, tenants, access keys, flows, and audit logs. Use when analyzing user authentication patterns, monitoring tenant health, reviewing access key usage, managing Descope flows and roles, or auditing login activity.
- ▌ Managing Doppler · cloudthinker-aiUse when working with Doppler — doppler secrets management, environment configuration, project organization, and access control. Covers secret syncing, config comparison across environments, activity logs, service token management, and integration status. Use when managing secrets across environments, auditing config changes, comparing environment configs, or reviewing access permissions in Doppler.
- ▌ Managing Earthly · cloudthinker-aiUse when working with Earthly — earthly build system management. Covers Earthfile configuration, target analysis, artifact management, caching strategies, satellite builds, and CI integration. Use when managing Earthly builds, debugging targets, optimizing cache utilization, or configuring remote runners.
- ▌ Managing Fluentd · cloudthinker-aiUse when working with Fluentd — fluentd log collector management with plugin status, buffer monitoring, routing rule analysis, match/filter configuration, and input health. Covers pipeline analysis, buffer overflow detection, retry monitoring, and configuration validation. Use when managing Fluentd plugins, analyzing buffer health, reviewing routing rules, or troubleshooting log pipelines.
- ▌ Managing Forgejo · cloudthinker-aiUse when working with Forgejo — forgejo self-hosted Git forge management covering repository inventory, organization structure, user administration, webhook monitoring, Actions runner status, and federation configuration. Use when auditing repository settings, investigating CI/CD issues, monitoring instance health, or reviewing access controls on Forgejo instances.
- ▌ Managing Fortify · cloudthinker-aiUse when working with Fortify — micro Focus Fortify application security testing for static analysis (SAST), dynamic analysis (DAST), and software security assurance. Covers SSC project management, scan result analysis, issue tracking, audit workflows, and report generation. Use when reviewing Fortify scan results, analyzing application vulnerabilities, managing audit trails, or tracking security issue remediation across projects.
- ▌ Managing GRAPHQL · cloudthinker-aiUse when working with Graphql — graphQL API management - schema introspection, query complexity analysis, resolver performance monitoring, and subscription management. Use when analyzing GraphQL schemas, optimizing query performance, monitoring resolver bottlenecks, or managing real-time subscriptions.
- ▌ Managing Graylog · cloudthinker-aiUse when working with Graylog — graylog centralized log management platform for log collection, search, dashboards, alerting, and pipeline processing. Covers log querying with Lucene syntax, stream management, alert condition configuration, dashboard review, and input/output management. Use when searching Graylog logs, managing streams and pipelines, investigating incidents, or configuring alert rules.
- ▌ Managing Haproxy · cloudthinker-aiUse when working with Haproxy — hAProxy load balancer management, backend health monitoring, frontend statistics, server status tracking, and ACL management. Covers session analysis, connection metrics, SSL termination status, and stick table inspection. Read this skill before any HAProxy operations — it enforces discovery-first patterns, anti-hallucination rules, and safety constraints.
- ▌ Managing Harness · cloudthinker-aiUse when working with Harness — harness continuous delivery platform management. Covers deployment pipelines, service management, environment configuration, connector health, infrastructure definitions, and execution history. Use when checking deployment status, investigating pipeline failures, managing services, or auditing Harness configurations.
- ▌ Managing Hetzner · cloudthinker-aiUse when working with Hetzner — hetzner Cloud and dedicated server management via the hcloud CLI and Hetzner API. Covers servers, volumes, networks, firewalls, load balancers, and snapshots. Use when managing Hetzner infrastructure or checking server health.
- ▌ Managing Hubspot · cloudthinker-aiUse when working with Hubspot — hubSpot CRM and marketing platform management including contacts, companies, deals, tickets, pipelines, email campaigns, workflows, forms, and analytics. Covers pipeline health, deal velocity, contact engagement, marketing performance, and integration monitoring via the HubSpot API.
- ▌ Managing Jenkins · cloudthinker-aiUse when working with Jenkins — jenkins CI/CD pipeline management and monitoring. Covers pipeline execution, build analysis, agent health monitoring, plugin management, queue inspection, and credential auditing. Use when checking build status, investigating failures, managing Jenkins agents, or auditing plugin configurations.
- ▌ Managing Klaviyo · cloudthinker-aiUse when working with Klaviyo — klaviyo marketing automation platform management including email and SMS campaigns, flows, lists, segments, metrics, and revenue attribution. Covers deliverability monitoring, flow performance, list growth, and A/B testing results.
- ▌ Managing Kyverno · cloudthinker-aiUse when working with Kyverno — kyverno Kubernetes policy management. Covers policy creation, validation rules, mutation rules, generation rules, policy reports, exception management, and compliance auditing. Use when managing Kubernetes admission policies, debugging policy violations, reviewing policy reports, or configuring resource generation.
- ▌ Managing Linkerd · cloudthinker-aiUse when working with Linkerd — linkerd service mesh management for Kubernetes. Covers proxy injection, traffic splitting, service profiles, tap/top monitoring, mTLS verification, health checks, and dashboard access. Use when managing Linkerd mesh, debugging service communication, configuring traffic splits, or monitoring mesh health.
- ▌ Managing Livekit · cloudthinker-aiUse when working with Livekit — liveKit real-time video and audio infrastructure management for WebRTC-based video conferencing, live streaming, and data channels. Use when monitoring active rooms, analyzing participant quality, reviewing egress/ingress status, managing room configurations, or troubleshooting LiveKit sessions.
- ▌ Managing Mailgun · cloudthinker-aiUse when working with Mailgun — mailgun email service management including domain configuration, sending statistics, deliverability monitoring, bounce and complaint tracking, route management, and mailing list administration. Covers domain health, DNS verification, reputation scoring, and event log analysis.
- ▌ Managing Moralis · cloudthinker-aiUse when working with Moralis — moralis Web3 data platform management including EVM and Solana API endpoints, Streams (webhooks), token and NFT APIs, wallet APIs, and usage monitoring. Covers API health, compute unit usage, stream delivery, and cross-chain data availability.
- ▌ Managing Neptune · cloudthinker-aiUse when working with Neptune — neptune.ai experiment tracking and model registry management. Covers experiment comparison, model registry, dashboard monitoring, run metadata analysis, and artifact management. Use when managing ML experiments, comparing model performance, monitoring training progress, or auditing Neptune project resources.
- ▌ Managing Netdata · cloudthinker-aiUse when working with Netdata — netdata real-time infrastructure monitoring platform for system metrics, application performance, container monitoring, and alerting. Covers CPU, memory, disk, network metrics, active alarms, chart exploration, and node management. Use when monitoring server health, investigating resource utilization, reviewing active alarms, or exploring Netdata metrics.
- ▌ Managing Passage · cloudthinker-aiUse when working with Passage — passage by 1Password passwordless authentication management covering users, devices, WebAuthn credentials, and app configuration. Use when analyzing passkey adoption, monitoring user authentication health, reviewing device registrations, managing Passage users, or auditing passwordless login activity.
- ▌ Managing Pi Hole · cloudthinker-aiUse when working with Pi Hole — pi-hole DNS sinkhole management covering ad-blocking statistics, query logs, blocklist management, client activity, gravity database, and network-wide DNS filtering. Use when managing Pi-hole instances, analyzing blocked query patterns, managing whitelists and blacklists, monitoring client DNS activity, or troubleshooting DNS filtering.
- ▌ Managing Playfab · cloudthinker-aiUse when working with Playfab — playFab backend services management including player data, title configuration, economy, matchmaking, multiplayer servers, and LiveOps. Covers player analytics, server fleet health, economy balance monitoring, and event pipeline status.
- ▌ Managing Posthog · cloudthinker-aiUse when working with Posthog — postHog analytics management — monitor events, feature flags, experiments, session recordings, and ingestion health. Use when reviewing event volumes, managing feature flags, debugging tracking, or inspecting experiment results.
- ▌ Managing Postman · cloudthinker-aiUse when working with Postman — postman workspace management - collection and request management, environment variable configuration, monitor run analysis, and API documentation generation. Use when managing API testing workflows, analyzing test results, or maintaining API documentation in Postman.
- ▌ Managing Prefect · cloudthinker-aiUse when working with Prefect — prefect workflow orchestration platform management. Covers flow run monitoring, deployment management, work pool status, automation rules, block configuration, and agent health. Use when checking flow run status, investigating failures, managing deployments, or auditing Prefect infrastructure.
- ▌ Managing Questdb · cloudthinker-aiUse when working with Questdb — questDB time-series database management — monitor tables, partitions, ingestion throughput, query performance, and server health. Use when inspecting table schemas, debugging slow queries, reviewing WAL status, or auditing storage utilization.
- ▌ Managing Railway · cloudthinker-aiUse when working with Railway — railway platform management via the railway CLI and Railway API. Covers projects, services, deployments, databases, volumes, and environment variables. Use when managing Railway deployments or checking service health.
- ▌ Managing Rancher · cloudthinker-aiUse when working with Rancher — rancher multi-cluster Kubernetes management. Covers cluster provisioning, project/namespace management, catalog apps, workload monitoring, RBAC, and fleet management. Use when managing Rancher clusters, deploying catalog applications, configuring projects, or monitoring multi-cluster workloads.
- ▌ Managing Segment · cloudthinker-aiUse when working with Segment — segment CDP management — monitor sources, destinations, event delivery, tracking plans, and data quality. Use when inspecting event flow, debugging destination failures, auditing tracking plan violations, or reviewing workspace configuration.
- ▌ Managing Spot Io · cloudthinker-aiUse when working with Spot Io — spot.io and Ocean cluster cost optimization for Kubernetes and cloud workloads. Covers cluster cost optimization, workload right-sizing, savings analysis, spot instance management, and infrastructure scaling. Use when optimizing cloud spend through spot instances, analyzing cluster efficiency, or managing Ocean clusters.
- ▌ Managing Sprinto · cloudthinker-aiUse when working with Sprinto — sprinto compliance automation platform for SOC 2, ISO 27001, HIPAA, GDPR, and PCI DSS. Covers automated check monitoring, entity management, policy tracking, training compliance, and audit readiness. Use when reviewing compliance check results, tracking entity compliance status, managing security policies, monitoring employee training, or preparing for compliance audits.
- ▌ Managing Statsig · cloudthinker-aiUse when working with Statsig — statsig feature gate management, dynamic configs, experiment analysis, and metric tracking. Covers gate configuration, rule-based targeting, holdout groups, A/B test results, pulse metrics, and layer management. Use when managing feature gates, reviewing experiment results, analyzing metric lifts, or configuring dynamic configs in Statsig.
- ▌ Managing Swagger · cloudthinker-aiUse when working with Swagger — swagger and OpenAPI specification management - spec validation, code generation, Swagger UI management, and schema analysis. Use when validating API specifications, generating client/server code from OpenAPI specs, managing Swagger UI deployments, or analyzing API schema structures.
- ▌ Managing Tableau · cloudthinker-aiUse when working with Tableau — tableau Server/Cloud management — monitor sites, workbooks, data sources, extract refresh jobs, and user activity. Use when reviewing dashboard health, inspecting failed extracts, auditing permissions, or checking server utilization.
- ▌ Managing Tabnine · cloudthinker-aiUse when working with Tabnine — tabnine AI coding assistant management and analytics. Covers team seat management, usage tracking, model configuration, privacy settings, code completions analytics, and enterprise deployment monitoring. Use when managing Tabnine licenses, reviewing team adoption metrics, configuring AI models, or analyzing code completion effectiveness.
- ▌ Managing Tenable · cloudthinker-aiUse when working with Tenable — tenable.io vulnerability management, asset discovery, scan orchestration, and risk-based prioritization. Covers vulnerability exports, asset inventory, VPR scoring, plugin analysis, scan scheduling, and compliance auditing. Use when reviewing vulnerability findings, analyzing asset exposure, prioritizing remediation efforts, or managing Tenable scan configurations.
- ▌ Managing Tooljet · cloudthinker-aiUse when working with Tooljet — toolJet low-code platform management covering application inventory, datasource health, workspace organization, user management, and environment configuration. Use when reviewing internal tool setups, investigating data query failures, monitoring application versions, or auditing workspace access controls.
- ▌ Managing Traefik · cloudthinker-aiUse when working with Traefik — traefik reverse proxy and load balancer management. Covers entrypoint configuration, router rules, middleware chains, provider discovery, TLS management, dashboard access, and metrics monitoring. Use when managing Traefik routing, debugging middleware chains, configuring TLS, or monitoring proxy health via the dashboard API.
- ▌ Managing Tray Io · cloudthinker-aiUse when working with Tray Io — tray.io integration platform management covering workflow inventory, execution monitoring, connector health, authentication management, and solution instance tracking. Use when auditing integration workflows, investigating execution failures, monitoring API usage, or reviewing connector configurations.
- ▌ Managing Unleash · cloudthinker-aiUse when working with Unleash — unleash feature toggle management, activation strategies, environment configuration, and usage metrics. Covers toggle lifecycle, gradual rollout strategies, constraint-based targeting, project management, and API token administration. Use when managing feature toggles, configuring rollout strategies, reviewing toggle usage, or auditing changes in Unleash.
- ▌ Managing Upcloud · cloudthinker-aiUse when working with Upcloud — upCloud infrastructure management via the upctl CLI and UpCloud API. Covers servers, storage, networks, load balancers, managed databases, and Kubernetes. Use when managing UpCloud resources or checking server health.
- ▌ Managing Vagrant · cloudthinker-aiUse when working with Vagrant — vagrant development environment management. Covers box management, VM lifecycle, provisioner execution, multi-machine environments, snapshot management, and networking configuration. Use when managing Vagrant VMs, debugging provisioning failures, or inspecting development environment configurations.
- ▌ Managing Vantage · cloudthinker-aiUse when working with Vantage — vantage cloud cost management and observability platform. Covers cost reports across providers, anomaly detection, budget alerts, resource-level cost tracking, and provider integrations. Use when analyzing multi-cloud costs, setting up budget alerts, or investigating cost anomalies.
- ▌ Managing Workato · cloudthinker-aiUse when working with Workato — workato enterprise automation platform management covering recipe inventory, job execution history, connection health, lookup table monitoring, and workspace management. Use when auditing integration recipes, investigating job failures, monitoring transaction quotas, or reviewing connector configurations.
- ▌ Managing Zenduty · cloudthinker-aiUse when working with Zenduty — zenduty incident management covering incident lifecycle, SLA tracking, escalation policies, on-call scheduling, postmortem generation, service dependency mapping, and integration management. Use when configuring Zenduty incident workflows, tracking SLA compliance, managing on-call rotations, generating postmortems, or analyzing incident trends.
- ▌ Monitoring Axiom · cloudthinker-aiUse when working with Axiom — axiom observability platform with dataset management, APL (Axiom Processing Language) queries, monitors, dashboards, and virtual fields. Covers log and event ingestion analysis, dataset statistics, alerting rules, annotation management, and data retention. Use when querying datasets with APL, managing monitors, analyzing ingestion volume, or reviewing dashboards via Axiom API.
- ▌ Monitoring Falco · cloudthinker-aiUse when working with Falco — falco runtime threat detection and monitoring. Covers rule management, alert analysis, system call monitoring, Kubernetes audit log analysis, custom rule creation, and output channel configuration. Use when investigating runtime security alerts, managing detection rules, analyzing suspicious activity, or auditing system call patterns.
- ▌ Monitoring Tempo · cloudthinker-aiUse when working with Tempo — grafana Tempo distributed tracing with TraceQL queries, service graphs, span metrics, and trace analysis. Covers trace search, span attribute filtering, service topology, trace-to-metrics correlation, and backend health monitoring. Use when querying traces via TraceQL, analyzing service graphs, investigating latency, or monitoring Tempo cluster health.
- ▌ Data Catalog Setup · cloudthinker-aiUse when performing data catalog setup — guides the setup and implementation of a data catalog to enable data discovery, documentation, lineage tracking, and governance. Covers tool selection, metadata extraction, automated cataloging, ownership assignment, and adoption strategies for driving self-service data access.
- ▌ Log Rotation Setup · cloudthinker-aiUse when performing log rotation setup — template for configuring and validating log rotation policies across services and infrastructure. Covers log volume assessment, rotation strategy selection, retention policy configuration, compression settings, and monitoring to prevent disk exhaustion and ensure compliance with retention requirements.
- ▌ Mainframe To Cloud · cloudthinker-aiUse when performing mainframe to cloud — provides a structured methodology for migrating mainframe workloads (COBOL, JCL, CICS, IMS) to cloud-native platforms. Covers code analysis, automated conversion, data migration from hierarchical and VSAM stores, batch job modernization, and phased cutover with parallel validation.
- ▌ Mobile Code Review · cloudthinker-aiUse when performing mobile code review — mobile application code review template covering battery efficiency, memory management, offline-first patterns, permission handling, app lifecycle management, and platform-specific best practices. Provides a systematic review framework for iOS, Android, React Native, and Flutter mobile applications.
- ▌ Pci Dss Assessment · cloudthinker-aiUse when performing pci dss assessment — pCI DSS v4.0 compliance assessment covering cardholder data protection, network segmentation, vulnerability management, access control, and monitoring. Use for self-assessment questionnaires (SAQ), audit preparation, or continuous compliance validation.
- ▌ Sre Maturity Model · cloudthinker-aiUse when performing sre maturity model — evaluates an organization's Site Reliability Engineering maturity across SLO management, incident response, toil reduction, capacity planning, and reliability culture. Produces a maturity scorecard and actionable roadmap for advancing reliability engineering practices.
- ▌ Analyzing Alloydb · cloudthinker-aiUse when working with Alloydb — google AlloyDB instance analysis, query insights, columnar engine optimization, maintenance windows, and cluster health.
- ▌ Analyzing Checkov · cloudthinker-aiUse when working with Checkov — checkov infrastructure-as-code security scanning. Covers Terraform, CloudFormation, Kubernetes, and Dockerfile scanning, policy management, custom checks, compliance frameworks, and suppression management. Use when scanning IaC for security misconfigurations, evaluating compliance, managing custom policies, or reviewing scan results.
- ▌ Analyzing Mariadb · cloudthinker-aiUse when working with Mariadb — mariaDB Galera cluster status, MaxScale routing, ColumnStore engine analysis, performance schema tuning, and replication health.
- ▌ Analyzing Mongodb · cloudthinker-aiUse when working with Mongodb — mongoDB database analysis, performance tuning, query optimization, and health monitoring. Covers collection analysis, index recommendations, aggregation pipelines, replica set health, Atlas cluster management, and slow query investigation.
- ▌ Analyzing Prowler · cloudthinker-aiUse when working with Prowler — prowler cloud security assessment tool. Covers AWS, Azure, and GCP security posture assessment, CIS benchmark evaluation, compliance frameworks (PCI-DSS, HIPAA, SOC2), multi-account scanning, and remediation guidance. Use when assessing cloud security posture, running compliance audits, or investigating security findings across cloud providers.
- ▌ Analyzing Semgrep · cloudthinker-aiUse when working with Semgrep — semgrep static application security testing (SAST). Covers code scanning, custom rule creation, CI integration, autofix capabilities, multi-language support, and vulnerability triage. Use when scanning source code for security vulnerabilities, creating custom detection rules, or integrating SAST into CI pipelines.
- ▌ AWS Organizations · cloudthinker-aiUse when working with Aws Organizations — aWS Organizations account management, OU structure analysis, SCP policy review, and service access control. Covers organizational hierarchy, account inventory, policy inheritance analysis, delegated administrator status, and service control boundary assessment.
- ▌ Azure App Service · cloudthinker-aiUse when working with Azure App Service — azure App Service web app health monitoring, deployment slot management, scaling configuration, and application settings analysis via Azure CLI.