cloudthinker-ai
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- ▌ Managing Azure Functions Deep · cloudthinker-aiUse when working with Azure Functions Deep — deep Azure Functions analysis covering function app inventory, trigger types, execution metrics, scaling behavior, slot deployments, application insights integration, and consumption plan cost tracking. Provides optimization guidance for cold starts and memory usage.
- ▌ Managing Bitbucket Pr Reviews · cloudthinker-aiUse when working with Bitbucket Pr Reviews — bitbucket pull request review management including default reviewers, merge checks, branch permissions, and build status integration. Use when configuring or automating Bitbucket PR review workflows across repositories and workspaces.
- ▌ Managing GCP Resource Manager · cloudthinker-aiUse when working with Gcp Resource Manager — gCP Resource Manager project, folder, and organization management. Covers organization hierarchy, folder structure, project management, IAM policy bindings, org-level constraints, and resource labels. Use when managing GCP organizational hierarchy, reviewing project organization, auditing IAM bindings, or inspecting folder structures.
- ▌ Managing Google Maps Platform · cloudthinker-aiUse when working with Google Maps Platform — google Maps Platform management including API key configuration, usage metrics, billing, quota monitoring, and service health across Maps, Routes, Places, and Geocoding APIs. Covers cost analysis, quota utilization, key restriction auditing, and error rate monitoring.
- ▌ Managing K8S Grafana Operator · cloudthinker-aiUse when working with K8S Grafana Operator — grafana Operator management for Kubernetes dashboard and datasource automation. Covers Grafana instances, GrafanaDashboard CRDs, GrafanaDatasource configurations, GrafanaFolder management, and operator health. Use when auditing dashboards, managing datasource configurations, debugging Grafana operator issues, or reviewing Grafana instance settings.
- ▌ Managing K8S Network Policies · cloudthinker-aiUse when working with K8S Network Policies — kubernetes NetworkPolicy management and network segmentation analysis. Covers NetworkPolicy inventory, ingress and egress rules, pod selector coverage, namespace isolation, default deny policies, and policy gap detection. Use when auditing network security, debugging connectivity issues, reviewing network segmentation, or identifying unprotected workloads.
- ▌ Managing Serverless Framework · cloudthinker-aiUse when working with Serverless Framework — serverless Framework service management. Covers service deployment, function invocation, log streaming, plugin management, stage/region configuration, CloudFormation stack inspection, and offline local development. Use when deploying serverless services, invoking functions, debugging with logs, or managing multi-stage environments.
- ▌ Managing Terraform Enterprise · cloudthinker-aiUse when working with Terraform Enterprise — terraform Enterprise administration and workspace management. Covers TFE installation health, admin settings, workspace operations, Sentinel policies, cost estimation, private module registry, and audit log analysis. Use when administering a self-hosted TFE instance, managing workspaces, or troubleshooting enterprise-specific features.
- ▌ Incident Communication Template · cloudthinker-aiUse when performing incident communication template — template for structured incident communications across all stages of an incident lifecycle. Covers initial notification, status updates, resolution announcement, and post-incident summary with audience-specific messaging for internal teams, leadership, customers, and public status pages.
- ▌ Knowledge Base Article Template · cloudthinker-aiUse when performing knowledge base article template — template for writing IT support knowledge base articles covering problem description, step-by-step resolution, troubleshooting tips, and related resources. Provides a standardized format for documenting solutions so helpdesk agents and end users can find and follow resolutions consistently.
- ▌ Major Incident Communication It · cloudthinker-aiUse when performing major incident communication it — iT-wide incident communication workflow for notifying end users and stakeholders during major IT outages or service disruptions. Covers initial impact notification, periodic status updates, resolution announcements, and post-incident summaries with templates for each communication stage.
- ▌ Open Source Contribution Review · cloudthinker-aiUse when performing open source contribution review — external open source contribution review template covering code quality standards, licensing compliance, security vetting, CLA verification, and community guidelines adherence. Provides a systematic framework for reviewing contributions from external contributors to ensure project quality, security, and legal compliance.
- ▌ Platform Engineering Assessment · cloudthinker-aiUse when performing platform engineering assessment — assesses the maturity and effectiveness of an organization's internal developer platform (IDP). Covers self-service capabilities, developer experience, golden paths, platform team structure, adoption metrics, and roadmap for building a platform that accelerates software delivery.
- ▌ Managing Gitlab Merge Requests · cloudthinker-aiUse when working with Gitlab Merge Requests — gitLab merge request review management including approval rules, merge checks, code ownership via CODEOWNERS, merge request policies, and pipeline integration. Use when configuring or automating GitLab MR review workflows across projects and groups.
- ▌ Managing K8S Cert Manager Deep · cloudthinker-aiUse when working with K8S Cert Manager Deep — cert-manager deep-dive management for Kubernetes TLS certificate lifecycle. Covers certificate inventory, issuer health, certificate requests, challenges, orders, ACME configuration, and renewal status. Use when debugging certificate issuance failures, auditing TLS configurations, reviewing issuer setups, or monitoring certificate expiration.
- ▌ Chaos Engineering Incident Drill · cloudthinker-aiUse when performing chaos engineering incident drill — planned failure injection exercise framework with observation checklists, hypothesis definition, blast radius controls, rollback procedures, and post-drill analysis. Guides teams through designing, executing, and learning from controlled chaos experiments to validate incident response readiness and system resilience.
- ▌ Event Driven Architecture Review · cloudthinker-aiUse when performing event driven architecture review — template for reviewing event-driven architecture designs and implementations. Covers event schema validation, producer/consumer mapping, ordering guarantees, idempotency patterns, dead letter handling, schema evolution strategy, and observability to ensure reliable event-driven systems.
- ▌ Incident Severity Classification · cloudthinker-aiUse when performing incident severity classification — guide for classifying incident severity from SEV1 through SEV4 using a structured impact matrix that considers user impact, revenue impact, data integrity, and blast radius. Provides clear criteria for each severity level, escalation triggers, and response time expectations to ensure consistent severity assignment across teams.
- ▌ Incident Timeline Reconstruction · cloudthinker-aiUse when performing incident timeline reconstruction — post-incident timeline building framework for reconstructing the sequence of events from logs, alerts, chat messages, deployment records, and monitoring data. Provides structured approaches to gathering evidence, correlating timestamps, identifying gaps, and producing an authoritative incident timeline for postmortem analysis.
- ▌ Performance Degradation Response · cloudthinker-aiUse when performing performance degradation response — response playbook for latency spikes, throughput degradation, and performance incidents. Covers systematic investigation of application, database, infrastructure, and network layers, with decision frameworks for mitigation strategies including scaling, traffic shedding, and targeted optimization.
- ▌ Managing AWS Organizations Deep · cloudthinker-aiUse when working with Aws Organizations Deep — aWS Organizations deep management. Covers organizational unit hierarchy, account management, service control policies (SCPs), tag policies, backup policies, delegated administrators, and organizational service integrations. Use when managing multi-account AWS environments, reviewing SCPs, auditing OU structures, or analyzing organizational policies.
- ▌ Managing Azure Resource Manager · cloudthinker-aiUse when working with Azure Resource Manager — azure Resource Manager (ARM) template and deployment management. Covers template validation, deployment operations, resource group inspection, what-if analysis, deployment history, and template spec management. Use when deploying ARM templates, reviewing deployment status, analyzing resource groups, or troubleshooting failed deployments.
- ▌ Managing GCP Deployment Manager · cloudthinker-aiUse when working with Gcp Deployment Manager — gCP Deployment Manager template and deployment management. Covers deployment creation, template validation, resource inspection, manifest review, deployment updates, and type provider management. Use when deploying GCP resources via Deployment Manager, reviewing deployment status, inspecting manifests, or troubleshooting failed deployments.
- ▌ Managing Manageengine Opmanager · cloudthinker-aiUse when working with Manageengine Opmanager — manageEngine OpManager network monitoring platform for routers, switches, firewalls, servers, and virtual infrastructure. Covers device discovery, interface monitoring, alert management, performance dashboards, and report generation. Use when monitoring network device health, investigating interface utilization, reviewing alarms, or managing OpManager device inventory.
- ▌ Managing Azure Management Groups · cloudthinker-aiUse when working with Azure Management Groups — azure Management Groups hierarchy and governance management. Covers management group tree structure, subscription placement, policy assignments, RBAC inheritance, compliance status, and governance auditing. Use when managing Azure tenant hierarchy, assigning policies to management groups, reviewing subscription organization, or auditing inherited access controls.
- ▌ Managing Cloudflare Workers Deep · cloudthinker-aiUse when working with Cloudflare Workers Deep — deep analysis of Cloudflare Workers deployments including script inventory, route mappings, KV namespace usage, Durable Objects, cron triggers, CPU time metrics, and error rate tracking. Use for comprehensive Workers platform health checks and optimization.
- ▌ Managing Digitalocean Kubernetes · cloudthinker-aiUse when working with Digitalocean Kubernetes — digitalOcean Kubernetes (DOKS) management via the doctl CLI. Covers clusters, node pools, upgrades, kubeconfig, and cluster health. Use when managing DOKS clusters or checking Kubernetes infrastructure on DigitalOcean.
- ▌ Managing GCP Organization Policy · cloudthinker-aiUse when working with Gcp Organization Policy — gCP Organization Policy Service management. Covers org policy constraints, policy evaluation, custom constraints, dry-run policies, exception management, and compliance auditing. Use when managing GCP organization-level guardrails, reviewing constraint violations, creating custom policies, or auditing policy compliance across projects and folders.
- ▌ Managing GCP Policy Intelligence · cloudthinker-aiUse when working with Gcp Policy Intelligence — gCP Policy Intelligence and IAM recommender management. Covers IAM recommender insights, policy analyzer, policy troubleshooter, access approval settings, and security health analytics. Use when analyzing IAM permissions, reviewing policy recommendations, troubleshooting access denials, or optimizing least-privilege access across GCP resources.
- ▌ Managing Jira Service Management · cloudthinker-aiUse when working with Jira Service Management — jira Service Management (JSM) for IT service desk operations including request queues, SLA management, automation rules, knowledge base integration, and customer portal management. Use when managing service desk queues, configuring SLA targets, building automation rules, publishing help center articles, or analyzing service desk performance metrics.
- ▌ Managing K8S Prometheus Operator · cloudthinker-aiUse when working with K8S Prometheus Operator — prometheus Operator management for Kubernetes monitoring stack. Covers Prometheus instances, ServiceMonitors, PodMonitors, PrometheusRules, Alertmanager configurations, scrape targets, and recording rules. Use when auditing monitoring coverage, debugging scrape failures, reviewing alerting rules, or managing Prometheus operator resources.
- ▌ Managing GCP Cloud Functions Deep · cloudthinker-aiUse when working with Gcp Cloud Functions Deep — deep Google Cloud Functions analysis covering function inventory across generations (1st and 2nd gen), trigger configurations, execution metrics, memory and CPU allocation, VPC connector usage, secret bindings, and build configuration review. Provides insights on cold starts and scaling.
- ▌ Managing Manageengine Servicedesk · cloudthinker-aiUse when working with Manageengine Servicedesk — manageEngine ServiceDesk Plus management covering incident handling, IT asset tracking, CMDB configuration, and reporting. Use when creating and managing incidents with SLA tracking, cataloging hardware and software assets, building CMDB relationships between configuration items, or generating operational performance reports.
- ▌ Managing Azure Container Instances · cloudthinker-aiUse when working with Azure Container Instances — azure Container Instances management covering container group inventory, container status and restart counts, CPU and memory utilization, networking configuration, log retrieval, and GPU allocation tracking. Use for ACI workload monitoring and troubleshooting.
- ▌ Managing Digitalocean App Platform · cloudthinker-aiUse when working with Digitalocean App Platform — digitalOcean App Platform management via the doctl CLI. Covers apps, components, deployments, logs, domains, alerts, and billing. Use when managing App Platform applications or checking deployment health.
- ▌ Email Deliverability Troubleshooting · cloudthinker-aiUse when performing email deliverability troubleshooting — email delivery issues investigation workflow covering bounce analysis, spam filter diagnosis, SPF/DKIM/DMARC validation, mail flow tracing, and mailbox quota management. Guides helpdesk agents through systematic diagnosis of email delivery failures for both sending and receiving issues.
- ▌ Network Connectivity Troubleshooting · cloudthinker-aiUse when performing network connectivity troubleshooting — network issue diagnosis decision tree covering WiFi connectivity, wired LAN problems, DNS resolution failures, DHCP issues, and general internet access troubleshooting. Guides helpdesk agents through systematic network diagnosis from physical layer up through application layer to identify and resolve connectivity issues.
- ▌ Production Readiness Incident Review · cloudthinker-aiUse when performing production readiness incident review — production readiness validation focused on incident response preparedness before launching a new service or major feature. Reviews on-call coverage, runbook completeness, monitoring and alerting setup, escalation paths, rollback procedures, and communication plans to ensure the team can effectively respond to incidents.
- ▌ Error Budget Review · cloudthinker-aiUse when performing error budget review — guides teams through a structured review of their error budget consumption against defined SLOs. This template helps SRE teams assess reliability performance, identify budget burn patterns, and make data-driven decisions about feature velocity versus reliability investment.
- ▌ Etl Pipeline Review · cloudthinker-aiUse when performing etl pipeline review — reviews ETL/ELT pipeline architecture for reliability, performance, data quality, and maintainability. Covers pipeline design patterns, error handling, idempotency, monitoring, testing strategies, and optimization opportunities for batch and streaming data pipelines.
- ▌ Nist Csf Assessment · cloudthinker-aiUse when performing nist csf assessment — conducts an assessment against the NIST Cybersecurity Framework (CSF 2.0), evaluating organizational maturity across all six core functions: Govern, Identify, Protect, Detect, Respond, and Recover. Produces a current state profile, target profile, and prioritized gap remediation plan.
- ▌ Pr Review Checklist · cloudthinker-aiUse when performing pr review checklist — structured pull request review checklist covering security, performance, testing, documentation, and code quality. Provides a comprehensive, consistent review framework to ensure thorough reviews across all engineering teams and prevent common issues from reaching production.
- ▌ Queue Design Review · cloudthinker-aiUse when performing queue design review — reviews the design of message queue and event streaming architectures, covering queue topology, consumer design, ordering guarantees, dead letter handling, and capacity planning. This template helps teams design reliable asynchronous processing systems and avoid common messaging pitfalls.
- ▌ Runbook Cache Flush · cloudthinker-aiUse when performing runbook cache flush — cache flush and warm procedure covering impact assessment, flush execution, and warming strategy. Use when cache data is stale, after schema changes, or when cache corruption is suspected.
- ▌ Runbook Os Patching · cloudthinker-aiUse when performing runbook os patching — oS patching window procedure covering pre-patch backup, patch application, reboot sequence, and validation. Use for scheduled maintenance windows, security patch deployments, or kernel upgrades.
- ▌ Analyzing Bigquery · cloudthinker-aiUse when working with Bigquery — google BigQuery job analysis, slot utilization, cost analysis, dataset management, and query optimization.
- ▌ Analyzing Dynamodb · cloudthinker-aiUse when working with Dynamodb — amazon DynamoDB table analysis, capacity mode evaluation, GSI/LSI usage, item access patterns, and cost optimization.
- ▌ Analyzing Influxdb · cloudthinker-aiUse when working with Influxdb — influxDB bucket management, Flux query analysis, task management, retention policies, and performance monitoring.
- ▌ Analyzing Postgres · cloudthinker-ai bundlePostgreSQL database analysis, performance tuning, and health monitoring. You MUST read this entire skill document before executing any PostgreSQL operations — it contains mandatory workflows, safety constraints, and two-phase execution rules that prevent common errors like hallucinated column names and unsafe queries.
- ▌ Analyzing Redshift · cloudthinker-aiUse when working with Redshift — amazon Redshift query performance, WLM configuration, table design analysis, vacuum/analyze status, and cluster health.
- ▌ AWS Idle Resources · cloudthinker-ai bundleUse when working with Aws Idle Resources — detect unused and idle AWS resources that incur cost without providing value. Covers detached EBS volumes, idle load balancers, unused Elastic IPs, stopped EC2 instances, idle NAT Gateways, old snapshots, and unused ENIs. Includes estimated monthly waste per resource and anti-hallucination rules for safe detection.
- ▌ AWS Step Functions · cloudthinker-aiUse when working with Aws Step Functions — aWS Step Functions execution analysis, state machine management, error tracking, and performance optimization. Covers execution history, failure investigation, state transition metrics, Express vs Standard comparison, and workflow visualization.
- ▌ Azure App Insights · cloudthinker-aiUse when working with Azure App Insights — application Insights request performance, dependency tracking, availability tests, smart detection, and failure analysis via Azure CLI and Log Analytics queries.
- ▌ Azure Blob Storage · cloudthinker-aiUse when working with Azure Blob Storage — azure Blob Storage container analysis, access tier management, lifecycle policies, replication configuration, and storage account health via Azure CLI.
- ▌ GCP Firestore Deep · cloudthinker-aiUse when working with Gcp Firestore Deep — google Cloud Firestore document and collection analysis, index management, security rules review, usage monitoring, and performance diagnostics via gcloud CLI.
- ▌ GCP Idle Resources · cloudthinker-ai bundleUse when working with Gcp Idle Resources — detect unused and idle GCP resources that incur cost without providing value. Covers unattached Persistent Disks, unused external IPs, stopped VMs, idle Cloud NAT, idle load balancers, old snapshots, idle Cloud SQL instances, abandoned GKE node pools, unused VPC connectors, and orphaned Filestore instances. Includes estimated monthly waste per resource and anti-hallucination rules for safe detection.
- ▌ GCP Secret Manager · cloudthinker-aiUse when working with Gcp Secret Manager — google Secret Manager secret lifecycle management, version control, rotation configuration, IAM policy auditing, and access diagnostics via gcloud CLI.
- ▌ Managing Aerospike · cloudthinker-aiUse when working with Aerospike — aerospike cluster management, namespace utilization, set analysis, and secondary index monitoring. Covers node health, storage engine statistics, migration tracking, UDF management, and XDR cross-datacenter replication status. Read this skill before any Aerospike operations.
- ▌ Managing Amplitude · cloudthinker-aiUse when working with Amplitude — amplitude analytics management — monitor event ingestion, user activity, chart dashboards, cohorts, and data taxonomy. Use when reviewing event volumes, inspecting user funnels, auditing taxonomy health, or debugging ingestion issues.
- ▌ Managing Anecdotes · cloudthinker-aiUse when working with Anecdotes — anecdotes compliance automation platform for managing security programs, controls, evidence, and multi-framework compliance. Covers control monitoring, evidence automation, plugin integrations, gap analysis, and audit readiness. Use when reviewing compliance status across frameworks, tracking evidence collection, analyzing control gaps, or preparing for security compliance audits.
- ▌ Managing Azure Cdn · cloudthinker-aiUse when working with Azure Cdn — azure CDN management covering profiles, endpoints, custom domains, caching rules, origin groups, and performance analytics. Supports Microsoft, Verizon, and Akamai CDN providers within Azure. Use when managing Azure CDN endpoints, analyzing cache performance, configuring delivery rules, or troubleshooting content delivery.
- ▌ Managing Azure Dns · cloudthinker-aiUse when working with Azure Dns — azure DNS management covering public and private DNS zones, record sets, virtual network links, DNSSEC, and alias records. Use when managing Azure DNS zones, configuring DNS records, setting up private DNS for VNets, managing alias records for Azure resources, or troubleshooting DNS resolution.
- ▌ Managing Bandwidth · cloudthinker-aiUse when working with Bandwidth — bandwidth communications platform management for voice calls, SMS/MMS messaging, phone number ordering, and 911 services. Use when managing phone number inventory, analyzing message delivery, monitoring call quality, reviewing usage, or troubleshooting Bandwidth messaging and voice issues.
- ▌ Managing Blameless · cloudthinker-aiUse when working with Blameless — blameless incident management, SLO tracking, retrospectives, and reliability insights. Covers incident lifecycle, blameless retrospective facilitation, follow-up tracking, reliability scorecards, and incident type categorization. Use when managing active incidents, conducting retrospectives, tracking SLO compliance, or analyzing reliability trends in Blameless.
- ▌ Managing Bmc Helix · cloudthinker-aiUse when working with Bmc Helix — bMC Helix ITSM platform management covering incident management, problem management, change management, and CMDB operations. Use when creating or updating incidents with categorization and assignment, managing problem investigation workflows, processing change requests through CAB approval, or querying CMDB for infrastructure configuration items and relationships.
- ▌ Managing Braintree · cloudthinker-aiUse when working with Braintree — braintree payment gateway management including transactions, subscriptions, customers, payment methods, disputes, settlements, and merchant account configuration. Covers transaction success rates, decline analysis, settlement reporting, and fraud tool monitoring.
- ▌ Managing Buildkite · cloudthinker-aiUse when working with Buildkite — buildkite CI/CD pipeline and agent management. Covers build pipeline status, agent pool health, artifact management, build annotations, and cluster queue monitoring. Use when checking build status, investigating failures, managing agents, or reviewing pipeline configurations.
- ▌ Managing Bunny Cdn · cloudthinker-aiUse when working with Bunny Cdn — bunny.net CDN management covering pull zones, storage zones, edge rules, cache configuration, and bandwidth analytics. Use when managing Bunny CDN pull zones, analyzing traffic patterns, configuring edge rules, monitoring cache hit ratios, or managing Bunny storage for origin content.
- ▌ Managing Chronicle · cloudthinker-aiUse when working with Chronicle — google Chronicle SIEM security operations, threat detection, asset investigation, and log analysis. Covers UDM search queries, detection rule management, asset and IOC lookups, reference list management, and retrohunt execution. Use when investigating security events, reviewing detection rules, searching for IOCs, or analyzing Chronicle data ingestion health.
- ▌ Managing Close Crm · cloudthinker-aiUse when working with Close Crm — close CRM management including leads, contacts, opportunities, activities, sequences, smart views, and custom fields. Covers pipeline velocity, calling metrics, email outreach performance, sequence engagement, and team productivity analysis.
- ▌ Managing Cocoapods · cloudthinker-aiUse when working with Cocoapods — cocoaPods dependency management for iOS/macOS. Covers Podfile configuration, pod publishing, dependency resolution, spec repositories, and pod analysis. Use when managing CocoaPods dependencies, publishing pod specs, resolving version conflicts, or analyzing pod dependency trees.
- ▌ Managing Codescene · cloudthinker-aiUse when working with Codescene — codeScene behavioral code analysis including code health scoring, hotspot detection, change coupling analysis, and PR integration for code quality gates. Use when configuring CodeScene for codebase visualization, technical debt prioritization, and automated code review feedback.
- ▌ Managing Consul Kv · cloudthinker-aiUse when working with Consul Kv — consul KV store management, key namespace analysis, session/lock inspection, and watch configuration. Covers KV tree structure, key count by prefix, session health, prepared queries, and transaction support diagnostics. Read this skill before any Consul KV operations.
- ▌ Managing Coralogix · cloudthinker-aiUse when working with Coralogix — coralogix observability platform for log analytics, metrics, tracing, security, and alerting. Covers log querying with DataPrime, metric exploration, alert management, parsing rules, and data usage insights. Use when searching Coralogix logs, investigating application errors, managing alert rules, or analyzing log ingestion patterns.
- ▌ Managing Coreweave · cloudthinker-aiUse when working with Coreweave — coreWeave GPU cloud management covering Kubernetes namespace inventory, GPU workload status, virtual server instances, persistent volume claims, node allocation, billing analysis, and network configuration. Use for comprehensive CoreWeave infrastructure assessment and GPU workload optimization.
- ▌ Managing Coveralls · cloudthinker-aiUse when working with Coveralls — coveralls coverage tracking management. Covers coverage reporting, PR status checks, repository configuration, coverage history, and badge management. Use when managing Coveralls coverage reports, configuring coverage thresholds, debugging coverage uploads, or analyzing coverage trends.
- ▌ Managing Crates Io · cloudthinker-aiUse when working with Crates Io — crates.io Rust package registry management. Covers crate publishing, version management, dependency resolution, feature flags, build configurations, and crate metadata analysis. Use when managing Rust crates, publishing to crates.io, analyzing dependency trees, or configuring feature flags.
- ▌ Managing Danger JS · cloudthinker-aiUse when working with Danger Js — danger JS automated code review management. Covers Dangerfile configuration, PR rule enforcement, plugin management, CI integration, and custom rule development. Use when managing Danger JS rules, configuring PR checks, debugging Dangerfile execution, or enforcing team code review policies.
- ▌ Managing Dbt Cloud · cloudthinker-aiUse when working with Dbt Cloud — dbt Cloud management — monitor projects, environments, job runs, model status, and data freshness. Use when reviewing job run health, debugging failed models, inspecting run artifacts, or auditing project configuration.
- ▌ Managing Dragonfly · cloudthinker-aiUse when working with Dragonfly — dragonfly in-memory datastore management, multi-threaded performance analysis, memory efficiency monitoring, and compatibility checks. Covers thread utilization, snapshot operations, memory usage per thread, replication status, and Redis/Memcached protocol compatibility. Read this skill before any Dragonfly operations.
- ▌ Managing Dynatrace · cloudthinker-aiUse when working with Dynatrace — dynatrace software intelligence platform for full-stack APM, infrastructure monitoring, AIOps, log management, and digital experience monitoring. Covers entity discovery, metric querying with DQL, problem detection, SLO management, and Davis AI analysis. Use when querying Dynatrace metrics, investigating detected problems, analyzing service performance, or managing SLOs and alerting profiles.
- ▌ Managing Env0 Deep · cloudthinker-aiUse when working with Env0 Deep — advanced env0 environment management platform. Covers environment lifecycle tracking, template configuration analysis, cost monitoring integration, custom flow management, policy enforcement, variable inheritance, approval workflow inspection, and drift detection configuration. Use for deep env0 administration, cost governance, custom flow debugging, or multi-team environment management.
- ▌ Managing Filestack · cloudthinker-aiUse when working with Filestack — filestack file upload, transformation, and delivery platform management covering uploads, transformations, CDN delivery, security policies, and usage analytics. Use when monitoring upload health, analyzing transformation usage, reviewing CDN performance, managing Filestack security policies, or troubleshooting file processing issues.
- ▌ Managing Flagsmith · cloudthinker-aiUse when working with Flagsmith — flagsmith feature flag and remote config management, user segments, A/B testing, and environment management. Covers flag listing, identity overrides, segment rules, change requests, and audit logging. Use when managing feature flags, configuring user segments, reviewing identity overrides, or auditing flag changes in Flagsmith.
- ▌ Managing Flashduty · cloudthinker-aiUse when working with Flashduty — flashDuty alerting and incident management covering alert routing, escalation policy configuration, on-call scheduling, collaboration channels, duty management, and integration setup. Use when configuring FlashDuty alert escalations, managing on-call rotations, setting up collaboration workflows, or reviewing incident resolution metrics.
- ▌ Managing Gitlab CI · cloudthinker-aiUse when working with Gitlab Ci — gitLab CI/CD pipeline and runner management. Covers pipeline status, job logs, runner administration, artifact management, environment deployments, and merge request pipelines. Use when checking CI status, investigating job failures, managing runners, or auditing deployment history.
- ▌ Managing Gitstream · cloudthinker-aiUse when working with Gitstream — gitStream PR automation management including routing rules, merge policies, auto-labeling, and reviewer assignment based on code changes. Use when configuring gitStream continuous merge automation, defining PR classification rules, and optimizing review workflows.
- ▌ Managing Gloo Edge · cloudthinker-aiUse when working with Gloo Edge — gloo Edge API gateway management covering virtual services, upstreams, route tables, authentication policies, rate limiting, WAF, and transformation filters. Use when managing Gloo Edge gateway routing, configuring upstream discovery, debugging routing issues, setting up authentication, or analyzing API gateway performance.
- ▌ Managing Grouparoo · cloudthinker-aiUse when working with Grouparoo — grouparoo reverse ETL management — monitor apps, sources, destinations, groups, properties, and sync runs. Use when debugging data sync issues, inspecting group membership, auditing property mappings, or reviewing run status.
- ▌ Managing Halo Itsm · cloudthinker-aiUse when working with Halo Itsm — haloITSM platform management covering ticket lifecycle, SLA policy configuration, knowledge base article management, and asset tracking. Use when creating and managing support tickets with custom workflows, monitoring SLA compliance and breach risks, publishing and organizing knowledge base articles for self-service, or tracking IT hardware and software assets through their lifecycle.
- ▌ Managing Hazelcast · cloudthinker-aiUse when working with Hazelcast — hazelcast cluster management, distributed data structure inspection, partition health monitoring, and near-cache analysis. Covers member discovery, map/cache statistics, WAN replication status, CP subsystem health, and executor service diagnostics. Read this skill before any Hazelcast operations.
- ▌ Managing Hellosign · cloudthinker-aiUse when working with Hellosign — helloSign (Dropbox Sign) eSignature platform management covering signature requests, templates, teams, and account analytics. Use when monitoring signature request status, analyzing completion rates, reviewing template usage, managing team members, or troubleshooting HelloSign signing workflows.
- ▌ Managing Here Maps · cloudthinker-aiUse when working with Here Maps — hERE Maps platform management including project configuration, API key management, usage statistics, service health, and quota monitoring across Geocoding, Routing, Map Tile, and Search APIs. Covers request volume tracking, error analysis, and plan limit monitoring.
- ▌ Managing Hightouch · cloudthinker-aiUse when working with Hightouch — hightouch reverse ETL management — monitor syncs, destinations, models, sources, and sync run health. Use when debugging sync failures, inspecting record delivery, auditing field mappings, or reviewing sync schedules and performance.
- ▌ Managing Honeycomb · cloudthinker-aiUse when working with Honeycomb — honeycomb observability platform for distributed tracing, event-driven analytics, BubbleUp root cause analysis, SLOs, and triggers. Covers querying datasets, analyzing trace spans, investigating latency, managing SLOs, and reviewing trigger alerts. Use when exploring Honeycomb datasets, debugging slow requests, analyzing service dependencies, or managing observability workflows.
- ▌ Managing Ibm Cloud · cloudthinker-aiUse when working with Ibm Cloud — iBM Cloud infrastructure management via the ibmcloud CLI. Covers VPC instances, Kubernetes clusters, Cloud Foundry apps, databases, object storage, and billing. Use when managing IBM Cloud resources or reviewing infrastructure health.
- ▌ Managing Infisical · cloudthinker-aiUse when working with Infisical — infisical secrets management, environment configuration, access control, secret versioning, and audit logging. Covers project and workspace management, secret syncing across environments, access policies, secret rotation, and integration status. Use when managing secrets across environments, auditing secret access, comparing environment configs, or reviewing secret history in Infisical.
- ▌ Managing Infracost · cloudthinker-aiUse when working with Infracost — infracost Terraform cost estimation and FinOps policy enforcement. Covers cost breakdown by resource, diff analysis between plan changes, CI/CD integration checks, policy validation, and cost forecasting. Use when estimating infrastructure cost impact, reviewing Terraform changes, or enforcing cost guardrails.
- ▌ Managing Jira Deep · cloudthinker-aiUse when working with Jira Deep — deep Jira project management covering projects, boards, sprints, issue analytics, velocity tracking, and workflow health. Use when performing deep audits of Jira usage, analyzing sprint velocity, reviewing backlog health, assessing workflow bottlenecks, or generating project health reports across a Jira instance.
- ▌ Managing Jumpcloud · cloudthinker-aiUse when working with Jumpcloud — jumpCloud directory platform management for user and system management, SSO application configuration, device policy enforcement, group management, and audit event review. Covers LDAP, RADIUS, SSO apps, MDM policies, and system agent status. Read this skill before any JumpCloud operations — it enforces discovery-first patterns and strict read-only safety rules.