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cloudthinker-ai

@cloudthinker-ai source repo

1,004 published skills · page 2 of 11

  1. ▌
    Cascading Failure Response · cloudthinker-ai
    Use when performing cascading failure response — response playbook for cascading and correlated failures across multiple services. Covers identification of the originating failure, blast radius mapping, circuit breaker activation, load shedding strategies, service isolation, dependency graph analysis, and coordinated multi-team recovery procedures.
    7 repo stars
  2. ▌
    Cloud Migration Assessment · cloudthinker-ai
    Use when performing cloud migration assessment — cloud migration readiness assessment covering application portfolio analysis, 6R migration strategy classification, dependency mapping, wave planning, risk assessment, and cost modeling. Use for planning data center exits, cloud-first transformations, or workload repatriation decisions.
    7 repo stars
  3. ▌
    Confluence Incident Report · cloudthinker-ai
    Create structured Confluence incident report pages from RCA findings. Generates comprehensive post-incident documentation with timeline, impact analysis, root cause, and action items.
    7 repo stars
  4. ▌
    Devops Maturity Assessment · cloudthinker-ai
    Use when performing devops maturity assessment — assesses an organization's DevOps maturity across key dimensions including culture, automation, measurement, and sharing (CALMS). Produces a current maturity score, identifies improvement areas, and generates a prioritized roadmap for advancing DevOps practices.
    7 repo stars
  5. ▌
    Finops Maturity Assessment · cloudthinker-ai
    Use when performing finops maturity assessment — finOps maturity review covering crawl/walk/run phases across cost visibility, optimization, governance, and organizational alignment. Based on the FinOps Foundation framework. Use for establishing FinOps practice, benchmarking maturity, or planning capability improvements.
    7 repo stars
  6. ▌
    Github Pr Review Checklist · cloudthinker-ai
    Post structured review checklists as comments on GitHub pull requests. Summarizes code review findings with categorized checks, severity indicators, and actionable feedback.
    7 repo stars
  7. ▌
    Gitops Maturity Assessment · cloudthinker-ai
    Use when performing gitops maturity assessment — assesses an organization's GitOps adoption maturity across declarative configuration, version control practices, automated reconciliation, and observability. Evaluates adherence to GitOps principles and produces a roadmap for advancing to a fully automated, Git-driven operations model.
    7 repo stars
  8. ▌
    Image Vulnerability Report · cloudthinker-ai
    Use when performing image vulnerability report — generates a detailed vulnerability report for container images across a registry or set of repositories. This template aggregates scan results, tracks remediation progress, and provides executive-level summaries of the organization's container security posture over time.
    7 repo stars
  9. ▌
    Incident Response Tabletop · cloudthinker-ai
    Use when performing incident response tabletop — plans and facilitates a tabletop exercise to test incident response procedures without impacting production systems. Covers scenario design, participant preparation, exercise facilitation, response evaluation, and after-action review to identify gaps in incident readiness.
    7 repo stars
  10. ▌
    Infrastructure Code Review · cloudthinker-ai
    Use when performing infrastructure code review — infrastructure-as-Code review template for Terraform, CloudFormation, Pulumi, and other IaC tools. Covers security hardening, cost impact analysis, blast radius assessment, state management safety, and drift detection to ensure infrastructure changes are safe, secure, and cost-effective.
    7 repo stars
  11. ▌
    Network Partition Recovery · cloudthinker-ai
    Use when performing network partition recovery — runbook for diagnosing and recovering from network partition events across distributed systems. Covers partition detection, impact assessment, split-brain resolution, data reconciliation, connectivity restoration, and post-recovery validation to restore full cluster consistency.
    7 repo stars
  12. ▌
    New Employee Onboarding It · cloudthinker-ai
    Use when performing new employee onboarding it — iT onboarding checklist for new employees covering account provisioning, hardware setup, access permissions, software installation, and initial training. Generates a comprehensive onboarding task list that tracks progress through each phase from pre-arrival preparation to first-week orientation, ensuring no critical IT setup steps are missed.
    7 repo stars
  13. ▌
    On Prem To Cloud Migration · cloudthinker-ai
    Use when performing on prem to cloud migration — provides a comprehensive framework for migrating on-premises infrastructure to a cloud provider. Covers workload assessment, network connectivity, data migration, security posture translation, and phased cutover planning with minimal downtime targets.
    7 repo stars
  14. ▌
    Reserved Instance Planning · cloudthinker-ai
    Use when performing reserved instance planning — analyzes current cloud compute usage patterns to recommend optimal reserved instance or savings plan purchases. Covers utilization analysis, commitment term selection, payment option comparison, coverage gap identification, and ongoing reservation management.
    7 repo stars
  15. ▌
    Runbook Dependency Upgrade · cloudthinker-ai
    Use when performing runbook dependency upgrade — dependency upgrade workflow covering compatibility check, testing, deployment, and monitoring. Use for library upgrades, framework version bumps, runtime updates, or security patch application.
    7 repo stars
  16. ▌
    Security Devops Assessment · cloudthinker-ai
    Use when performing security devops assessment — assesses the integration of security practices into DevOps workflows (DevSecOps). Covers shift-left security, automated security testing in CI/CD, supply chain security, runtime protection, security culture, and vulnerability management maturity.
    7 repo stars
  17. ▌
    Security Incident Response · cloudthinker-ai
    Use when performing security incident response — security-specific incident response playbook covering breach detection, compromised credentials response, data leak containment, evidence preservation, regulatory notification requirements, forensic investigation coordination, and communication protocols. Provides structured workflows for security incidents distinct from operational incidents.
    7 repo stars
  18. ▌
    Managing AWS Codepipeline · cloudthinker-ai
    Use when working with Aws Codepipeline — aWS CodePipeline CI/CD pipeline management and execution analysis. Covers pipeline inventory, stage and action status, execution history, pipeline triggers, artifact stores, and action type configurations. Use when inspecting pipeline health, debugging failed stages, reviewing execution history, or auditing pipeline configurations.
    7 repo stars
  19. ▌
    Managing Azure Lighthouse · cloudthinker-ai
    Use when working with Azure Lighthouse — azure Lighthouse delegated resource management. Covers delegation assignments, managed service offers, customer tenant access, cross-tenant resource visibility, role assignments, and delegation auditing. Use when managing multi-tenant Azure environments, reviewing delegated access, auditing cross-tenant permissions, or configuring managed service registrations.
    7 repo stars
  20. ▌
    Managing Deno Deploy Deep · cloudthinker-ai
    Use when working with Deno Deploy Deep — deep Deno Deploy analysis covering project inventory, deployment history, KV database usage, cron job schedules, custom domain mappings, analytics metrics, and environment variable auditing. Use for comprehensive Deno Deploy platform management.
    7 repo stars
  21. ▌
    Managing Dropbox Business · cloudthinker-ai
    Use when working with Dropbox Business — dropbox Business file storage and collaboration platform management covering files, folders, team members, sharing, and usage analytics. Use when monitoring storage usage, analyzing file activity, reviewing team member health, managing sharing permissions, or troubleshooting Dropbox Business sync and storage issues.
    7 repo stars
  22. ▌
    Managing External Secrets · cloudthinker-ai
    Use when working with External Secrets — external Secrets Operator management. Covers secret syncing from external providers, SecretStore configuration, ExternalSecret resource management, push secrets, ClusterSecretStore setup, and provider troubleshooting. Use when managing secret synchronization between external vaults and Kubernetes, debugging sync failures, or configuring secret providers.
    7 repo stars
  23. ▌
    Managing Google Analytics · cloudthinker-ai
    Use when working with Google Analytics — google Analytics 4 management — monitor property configuration, event streams, user metrics, conversions, and audience data. Use when reviewing traffic trends, inspecting event setup, auditing conversion goals, or analyzing user acquisition.
    7 repo stars
  24. ▌
    Managing Google Cloud Dns · cloudthinker-ai
    Use when working with Google Cloud Dns — google Cloud DNS management covering managed zones, record sets, DNSSEC configuration, DNS policies, and peering. Use when managing GCP Cloud DNS zones, configuring DNS records, enabling DNSSEC, setting up DNS forwarding or peering, or troubleshooting DNS resolution within Google Cloud.
    7 repo stars
  25. ▌
    Managing Google Drive API · cloudthinker-ai
    Use when working with Google Drive Api — google Drive API management covering files, folders, shared drives, permissions, storage quotas, and activity analytics. Use when monitoring storage usage, analyzing file sharing patterns, reviewing permission health, managing Google Drive resources, or troubleshooting Drive API access and sync issues.
    7 repo stars
  26. ▌
    Managing Google Workspace · cloudthinker-ai
    Use when working with Google Workspace — google Workspace administration for user provisioning, group management, organizational unit structure, security settings review, and audit log analysis. Covers Google Admin SDK Directory API, Reports API, and security investigation. Read this skill before any Google Workspace operations — it enforces discovery-first patterns and strict read-only safety rules.
    7 repo stars
  27. ▌
    Managing K8S External Dns · cloudthinker-ai
    Use when working with K8S External Dns — externalDNS management for Kubernetes DNS record automation. Covers ExternalDNS deployment health, DNS record synchronization status, source and provider configurations, domain filters, ownership tracking, and log analysis. Use when debugging DNS record creation failures, auditing DNS configurations, or reviewing ExternalDNS provider setups.
    7 repo stars
  28. ▌
    Managing Obsidian Publish · cloudthinker-ai
    Use when working with Obsidian Publish — obsidian Publish site management covering published pages, site configuration, navigation, and content health. Use when auditing an Obsidian Publish site, checking published content status, reviewing site navigation structure, or analyzing content coverage and freshness.
    7 repo stars
  29. ▌
    Managing Pagerduty Events · cloudthinker-ai
    Use when working with Pagerduty Events — pagerDuty Events API v2 for event routing, change events, alert grouping, and incident triggering. Covers trigger/acknowledge/resolve events, change tracking, alert deduplication, custom event transformations, and integration key management. Use when sending events to PagerDuty, managing alert grouping, tracking deployments, or automating incident lifecycle via Events API.
    7 repo stars
  30. ▌
    Managing Semantic Release · cloudthinker-ai
    Use when working with Semantic Release — semantic-release automated versioning management covering release configuration analysis, release history tracking, commit convention compliance, plugin chain auditing, branch strategy review, and changelog generation monitoring. Use when auditing release pipelines, investigating failed releases, reviewing version bump patterns, or validating commit message conventions.
    7 repo stars
  31. ▌
    Managing Singlestore Deep · cloudthinker-ai
    Use when working with Singlestore Deep — advanced SingleStore (MemSQL) cluster management, pipeline monitoring, columnstore analysis, and workload profiling. Covers aggregator/leaf health, partition distribution, resource pools, pipeline lag, and query plan optimization. Read this skill before any advanced SingleStore operations.
    7 repo stars
  32. ▌
    Certificate Expiry Incident · cloudthinker-ai
    Use when performing certificate expiry incident — tLS/SSL certificate expiry incident response and prevention playbook. Covers emergency certificate renewal, impact assessment, interim mitigations, certificate chain validation, automated renewal configuration, monitoring setup, and organizational processes to prevent certificate-related outages.
    7 repo stars
  33. ▌
    Cloud Commitment Calculator · cloudthinker-ai
    Use when performing cloud commitment calculator — calculates the optimal mix of reserved instances, savings plans, and committed use discounts based on historical usage data. Produces a purchase plan that maximizes savings while maintaining flexibility for workload changes, including break-even analysis and risk assessment.
    7 repo stars
  34. ▌
    Cloud Cost Allocation Model · cloudthinker-ai
    Use when performing cloud cost allocation model — designs a cost allocation and chargeback model for cloud spending across teams, projects, and environments. Covers tagging strategy, allocation rules for shared services, showback/chargeback reporting, and budgeting integration to drive accountability and optimize spending.
    7 repo stars
  35. ▌
    Data Loss Incident Response · cloudthinker-ai
    Use when performing data loss incident response — data loss and data corruption incident response playbook covering immediate containment, impact assessment, recovery procedures from backups and replicas, data integrity verification, customer notification, and preventive measures. Guides teams through the critical decisions required when data is lost, corrupted, or inadvertently modified.
    7 repo stars
  36. ▌
    Data Pipeline Quality Check · cloudthinker-ai
    Use when performing data pipeline quality check — template for assessing data pipeline quality, reliability, and data integrity. Covers schema validation, data freshness monitoring, completeness checks, anomaly detection, lineage tracking, and SLA compliance to ensure trustworthy data flows from source to consumption.
    7 repo stars
  37. ▌
    Database Performance Tuning · cloudthinker-ai
    Use when performing database performance tuning — provides a systematic approach to diagnosing and resolving database performance issues. Covers query analysis, index optimization, schema review, configuration tuning, connection management, and capacity planning for relational and NoSQL databases.
    7 repo stars
  38. ▌
    Developer Experience Survey · cloudthinker-ai
    Use when performing developer experience survey — structures a comprehensive developer experience survey covering tooling satisfaction, development workflow friction, documentation quality, and overall developer productivity. This template helps platform and engineering leadership teams identify pain points and prioritize investments that improve developer velocity and satisfaction.
    7 repo stars
  39. ▌
    Incident Commander Playbook · cloudthinker-ai
    Use when performing incident commander playbook — comprehensive incident commander (IC) playbook covering IC responsibilities, communication cadence, escalation decision frameworks, delegation patterns, and handoff procedures. Guides the IC through each phase of incident response from declaration through resolution and post-incident review.
    7 repo stars
  40. ▌
    K8S Cluster Upgrade Runbook · cloudthinker-ai
    Use when performing k8s cluster upgrade runbook — kubernetes cluster upgrade runbook covering pre-upgrade checks, API deprecation review, node upgrade procedure, validation tests, and rollback steps. Supports EKS, GKE, AKS, and self-managed clusters. Use for minor/major version upgrades.
    7 repo stars
  41. ▌
    Microservices Decomposition · cloudthinker-ai
    Use when performing microservices decomposition — template for analyzing monolithic applications and planning decomposition into microservices. Covers bounded context identification, domain-driven design analysis, service boundary definition, data ownership mapping, communication pattern selection, and incremental extraction strategy.
    7 repo stars
  42. ▌
    Multi Cloud Cost Comparison · cloudthinker-ai
    Use when performing multi cloud cost comparison — provides a structured framework for comparing costs across multiple cloud providers for equivalent workloads. Covers service-level price comparison, TCO analysis, hidden cost identification, discount program evaluation, and recommendation generation for optimal cloud placement.
    7 repo stars
  43. ▌
    Production Readiness Review · cloudthinker-ai
    Use when performing production readiness review — production readiness checklist covering scalability, reliability, observability, security, operational maturity, and documentation. Use before promoting a service to production or during periodic production-readiness audits.
    7 repo stars
  44. ▌
    Quarterly Planning Template · cloudthinker-ai
    Use when performing quarterly planning template — provides a structured framework for engineering quarterly planning, covering goal setting, capacity allocation, dependency mapping, risk assessment, and milestone definition. This template helps engineering teams align their quarterly work with organizational objectives while maintaining realistic commitments and appropriate investment in tech debt and innovation.
    7 repo stars
  45. ▌
    Third Party Outage Response · cloudthinker-ai
    Use when performing third party outage response — response playbook for when a third-party vendor or external dependency experiences an outage. Covers impact assessment, customer communication, workaround activation, vendor status monitoring, internal coordination, and post-outage follow-up actions to minimize blast radius from upstream failures.
    7 repo stars
  46. ▌
    Managing Apache Druid Deep · cloudthinker-ai
    Use when working with Apache Druid Deep — apache Druid deep management — monitor cluster health, datasources, ingestion tasks, segments, query performance, and coordinator/overlord status. Use when debugging ingestion failures, inspecting segment distribution, optimizing query latency, or auditing cluster capacity.
    7 repo stars
  47. ▌
    Managing AWS Control Tower · cloudthinker-ai
    Use when working with Aws Control Tower — aWS Control Tower landing zone and account management. Covers landing zone status, enrolled accounts, guardrails (controls), organizational units, baseline configurations, and drift detection. Use when auditing landing zone health, reviewing guardrail compliance, inspecting account enrollment, or troubleshooting Control Tower drift.
    7 repo stars
  48. ▌
    Managing AWS Data Pipeline · cloudthinker-ai
    Use when working with Aws Data Pipeline — aWS Data Pipeline workflow management and execution analysis. Covers pipeline inventory, pipeline definitions, execution status, object status, task runner health, and pipeline scheduling. Use when inspecting data pipeline health, debugging failed executions, reviewing pipeline definitions, or auditing pipeline schedules.
    7 repo stars
  49. ▌
    Managing AWS Dynamodb Deep · cloudthinker-ai
    Use when working with Aws Dynamodb Deep — aWS DynamoDB deep-dive management covering table configurations, capacity analysis, GSI/LSI health, auto-scaling policies, streams, backups, contributor insights, and TTL settings. Use when performing deep analysis of DynamoDB tables, optimizing capacity and throughput, debugging throttling, or auditing table configurations beyond basic inventory.
    7 repo stars
  50. ▌
    Managing Azure Boards Deep · cloudthinker-ai
    Use when working with Azure Boards Deep — deep Azure Boards management covering work items, sprints, backlogs, queries, and team velocity analytics. Use when performing deep audits of Azure DevOps Boards, analyzing sprint health, reviewing backlog grooming, or assessing team capacity and velocity across Azure DevOps projects.
    7 repo stars
  51. ▌
    Managing Azure Policy Deep · cloudthinker-ai
    Use when working with Azure Policy Deep — azure Policy deep compliance and governance management. Covers policy definitions, initiatives, assignments, compliance evaluation, exemptions, remediation tasks, custom policies, and regulatory compliance. Use when managing Azure governance at scale, reviewing compliance states, creating custom policies, or troubleshooting policy evaluation results.
    7 repo stars
  52. ▌
    Managing Cockroachdb Cloud · cloudthinker-ai
    Use when working with Cockroachdb Cloud — cockroachDB Cloud (Serverless & Dedicated) management via the ccloud CLI and CockroachDB Cloud API. Covers clusters, databases, SQL users, networking, backups, and metrics. Use when managing CockroachDB Cloud clusters or reviewing database health.
    7 repo stars
  53. ▌
    Managing Github Pr Reviews · cloudthinker-ai
    Use when working with Github Pr Reviews — gitHub pull request review management including review assignments, CODEOWNERS enforcement, branch protection rules, required reviewers, review dismissal policies, and status check integration. Use when configuring or automating GitHub PR review workflows across repositories and organizations.
    7 repo stars
  54. ▌
    Managing Open Service Mesh · cloudthinker-ai
    Use when working with Open Service Mesh — open Service Mesh (OSM) management covering mesh configuration, sidecar injection, traffic policies, SMI resources, ingress configuration, and observability. Use when managing OSM mesh instances, configuring SMI traffic policies, debugging Envoy sidecars, or setting up ingress and egress traffic policies in Kubernetes.
    7 repo stars
  55. ▌
    Managing Openstreetmap API · cloudthinker-ai
    Use when working with Openstreetmap Api — openStreetMap API and related services management including Nominatim geocoding, Overpass API queries, tile server health, changeset monitoring, and data quality checks. Covers API endpoint health, usage policy compliance, response latency, and data freshness monitoring.
    7 repo stars
  56. ▌
    Managing Planetscale Cloud · cloudthinker-ai
    Use when working with Planetscale Cloud — planetScale managed database platform management via the pscale CLI. Covers databases, branches, deploy requests, connection strings, and schema management. Use when managing PlanetScale databases or reviewing branch workflows.
    7 repo stars
  57. ▌
    Managing Sonatype Nexus Iq · cloudthinker-ai
    Use when working with Sonatype Nexus Iq — sonatype Nexus IQ software composition analysis for open-source vulnerability detection, license compliance, and policy management. Covers application scanning, component analysis, policy violations, waivers, and vulnerability tracking across the software supply chain. Use when reviewing SCA scan results, analyzing dependency vulnerabilities, managing policy violations, or tracking component risk across applications.
    7 repo stars
  58. ▌
    Managing Timescaledb Cloud · cloudthinker-ai
    Use when working with Timescaledb Cloud — timescaleDB Cloud management — monitor services, hypertables, continuous aggregates, compression, retention policies, and query performance. Use when inspecting chunk distribution, debugging slow queries, reviewing compression ratios, or auditing data retention.
    7 repo stars
  59. ▌
    Architecture Decision Record · cloudthinker-ai
    Use when performing architecture decision record — architecture Decision Record (ADR) template covering context, decision drivers, considered options, decision outcome, consequences, and status tracking. Based on the MADR format. Use for documenting significant technical decisions with full rationale.
    7 repo stars
  60. ▌
    Chaos Engineering Experiment · cloudthinker-ai
    Use when performing chaos engineering experiment — chaos engineering experiment template covering hypothesis definition, blast radius containment, experiment execution, observation, and learning. Supports Chaos Monkey, Litmus, Gremlin, and manual fault injection. Use for resilience validation and failure mode discovery.
    7 repo stars
  61. ▌
    Database Migration Checklist · cloudthinker-ai
    Use when performing database migration checklist — database migration safety checklist covering pre-migration validation, backup verification, compatibility checks, migration execution, data validation, rollback procedures, and post-migration monitoring. Use for schema changes, engine migrations, or data platform transitions.
    7 repo stars
  62. ▌
    Fedramp Readiness Assessment · cloudthinker-ai
    Use when performing fedramp readiness assessment — assesses an organization's readiness for FedRAMP authorization, covering the 325+ NIST 800-53 controls required at Low, Moderate, or High baselines. Includes system boundary definition, control implementation status, POA&M development, and 3PAO assessment preparation.
    7 repo stars
  63. ▌
    Incident Bridge Facilitation · cloudthinker-ai
    Use when performing incident bridge facilitation — guide for running an effective incident bridge call or war room, covering agenda structure, facilitation techniques, role assignments, information flow management, and decision-making frameworks. Ensures bridge calls remain focused, productive, and lead to faster incident resolution.
    7 repo stars
  64. ▌
    It Change Management Process · cloudthinker-ai
    Use when performing it change management process — iTIL-aligned change management process covering change request submission, risk assessment, CAB review, approval workflows, implementation planning, and post-implementation review. Ensures all IT changes follow a controlled process to minimize risk and service disruption.
    7 repo stars
  65. ▌
    Meeting Effectiveness Review · cloudthinker-ai
    Use when performing meeting effectiveness review — conducts a review of team meeting practices to identify waste, improve effectiveness, and reclaim productive time. Covers meeting inventory, cost analysis, attendee optimization, agenda quality, decision tracking, and implementation of meeting hygiene practices across the organization.
    7 repo stars
  66. ▌
    Observability Maturity Check · cloudthinker-ai
    Use when performing observability maturity check — evaluates an organization's observability maturity across the three pillars (metrics, logs, traces) plus alerting, dashboards, and AIOps capabilities. Identifies gaps in visibility, assesses signal quality, and produces a roadmap for achieving full-stack observability.
    7 repo stars
  67. ▌
    Root Cause Analysis Template · cloudthinker-ai
    Use when performing root cause analysis template — comprehensive root cause analysis framework combining 5-Whys analysis, Ishikawa (fishbone) diagrams, and fault tree analysis methods. Provides structured templates for identifying contributing factors, distinguishing root causes from symptoms, and generating actionable corrective and preventive actions.
    7 repo stars
  68. ▌
    Managing Elasticsearch Deep · cloudthinker-ai
    Use when working with Elasticsearch Deep — deep Elasticsearch cluster management including shard allocation, index lifecycle policies, snapshot/restore operations, mapping optimization, and advanced query tuning. Covers node roles, circuit breakers, thread pools, watermark thresholds, and cross-cluster replication diagnostics. Read this skill before any advanced Elasticsearch operations.
    7 repo stars
  69. ▌
    Managing Firebase Messaging · cloudthinker-ai
    Use when working with Firebase Messaging — firebase Cloud Messaging (FCM) management covering message sending, topic subscriptions, device groups, and delivery analytics. Use when monitoring message delivery, analyzing notification performance, reviewing topic subscriptions, managing device tokens, or troubleshooting FCM push notification issues.
    7 repo stars
  70. ▌
    Managing GCP Cloud Run Deep · cloudthinker-ai
    Use when working with Gcp Cloud Run Deep — deep Google Cloud Run analysis covering service inventory, revision management, traffic splitting, autoscaling configuration, request latency metrics, container resource limits, domain mappings, and VPC connector usage. Use for comprehensive Cloud Run optimization and health assessment.
    7 repo stars
  71. ▌
    Managing Github Issues Deep · cloudthinker-ai
    Use when working with Github Issues Deep — deep GitHub Issues management covering issue tracking, label analytics, milestone progress, assignee workload, and issue lifecycle metrics. Use when performing deep audits of GitHub Issues, analyzing issue resolution times, reviewing label health, or assessing contributor workload across GitHub repositories.
    7 repo stars
  72. ▌
    Managing Gitlab Issues Deep · cloudthinker-ai
    Use when working with Gitlab Issues Deep — deep GitLab Issues management covering issue tracking, label analytics, milestone progress, assignee workload, and issue lifecycle metrics. Use when performing deep audits of GitLab Issues, analyzing issue resolution times, reviewing board health, or assessing contributor workload across GitLab projects.
    7 repo stars
  73. ▌
    Managing K8S Metrics Server · cloudthinker-ai
    Use when working with K8S Metrics Server — kubernetes Metrics Server management and resource metrics analysis. Covers Metrics Server deployment health, node and pod resource utilization, top consumers, API availability, and metrics accuracy. Use when debugging HPA scaling issues, reviewing resource utilization, troubleshooting metrics unavailability, or analyzing cluster capacity.
    7 repo stars
  74. ▌
    Managing K8S Pod Disruption · cloudthinker-ai
    Use when working with K8S Pod Disruption — kubernetes PodDisruptionBudget management and disruption analysis. Covers PDB inventory, allowed disruptions, eviction status, node drain impact, workload protection coverage, and PDB misconfiguration detection. Use when auditing disruption protection, planning node maintenance, debugging stuck evictions, or reviewing PDB coverage across workloads.
    7 repo stars
  75. ▌
    Managing K8S Sealed Secrets · cloudthinker-ai
    Use when working with K8S Sealed Secrets — sealed Secrets management for Kubernetes secret encryption. Covers SealedSecret resources, controller health, certificate rotation, key management, decryption status, and secret synchronization. Use when auditing encrypted secrets, debugging decryption failures, reviewing key rotation, or troubleshooting SealedSecret controller issues.
    7 repo stars
  76. ▌
    Managing Oracle Oci Compute · cloudthinker-ai
    Use when working with Oracle Oci Compute — oracle OCI Compute deep-dive management via the OCI CLI. Covers instances, shapes, images, boot volumes, console connections, instance pools, and autoscaling. Use for detailed OCI compute analysis.
    7 repo stars
  77. ▌
    Monitoring Victoria Metrics · cloudthinker-ai
    Use when working with Victoria Metrics — victoriaMetrics time-series database with MetricsQL queries, vmstorage health, vmselect performance, retention management, and cluster monitoring. Covers metric ingestion, cardinality analysis, query optimization, and multi-tenant operations. Use when querying metrics via MetricsQL, analyzing storage health, investigating cardinality, or managing VictoriaMetrics clusters.
    7 repo stars
  78. ▌
    Engineering Metrics Dashboard · cloudthinker-ai
    Use when performing engineering metrics dashboard — defines and structures an engineering metrics dashboard covering DORA metrics, quality indicators, operational health, and team productivity. This template helps engineering leaders select meaningful metrics, set targets, and build dashboards that drive data-informed decisions without encouraging metric gaming.
    7 repo stars
  79. ▌
    Hardware Procurement Workflow · cloudthinker-ai
    Use when performing hardware procurement workflow — hardware request through procurement, setup, and deployment covering the full lifecycle from initial request and budget approval through vendor selection, purchase order processing, hardware configuration, and delivery to the end user. Ensures hardware procurement follows organizational policies and budget controls.
    7 repo stars
  80. ▌
    It Asset Lifecycle Management · cloudthinker-ai
    Use when performing it asset lifecycle management — iT asset lifecycle tracking from procurement through disposal covering asset intake, deployment, maintenance, refresh planning, and secure decommissioning. Provides a framework for managing assets at every stage to optimize costs, ensure compliance, and maintain accurate inventory records.
    7 repo stars
  81. ▌
    Ml Model Deployment Checklist · cloudthinker-ai
    Use when performing ml model deployment checklist — provides a comprehensive checklist for deploying machine learning models to production, covering model validation, infrastructure setup, serving configuration, monitoring, A/B testing, and rollback procedures. Ensures models are reliable, observable, and maintainable in production environments.
    7 repo stars
  82. ▌
    Printer Troubleshooting Guide · cloudthinker-ai
    Use when performing printer troubleshooting guide — common printer issues resolution guide covering connectivity problems, print quality issues, paper jams, driver configuration, and network printer setup. Provides systematic troubleshooting steps for helpdesk agents to resolve the most frequent printer-related support tickets.
    7 repo stars
  83. ▌
    Runbook Automation Assessment · cloudthinker-ai
    Use when performing runbook automation assessment — evaluates existing runbooks for automation potential, assessing each procedure's complexity, frequency, and risk to determine which runbooks should be automated first. This template produces a prioritized automation backlog and identifies the tooling needed to convert manual runbooks into automated remediation workflows.
    7 repo stars
  84. ▌
    Slack Deployment Notification · cloudthinker-ai
    Use when performing slack deployment notification — post structured deployment notifications to Slack channels. Formats release details into a clean Slack message with service name, version, environment, deployer, key changes, and rollback instructions. Use after completing a deployment or to announce an upcoming deployment window.
    7 repo stars
  85. ▌
    Software Installation Request · cloudthinker-ai
    Use when performing software installation request — software request, approval, licensing check, and deployment workflow covering the full lifecycle from user request through procurement, license validation, security review, installation, and verification. Ensures software installations comply with licensing agreements and security policies.
    7 repo stars
  86. ▌
    Analyzing Great Expectations · cloudthinker-ai
    Use when working with Great Expectations — great Expectations data quality framework analysis. Covers expectation suite management, validation result review, data docs generation, checkpoint execution, datasource configuration, and batch analysis. Use when reviewing data quality results, managing expectation suites, investigating validation failures, or auditing data quality configurations.
    7 repo stars
  87. ▌
    Managing Apache Airflow Deep · cloudthinker-ai
    Use when working with Apache Airflow Deep — apache Airflow deep management covering DAG inventory, task instance monitoring, scheduler health, executor status, pool and variable management, connection auditing, and SLA miss tracking. Use when investigating DAG failures, analyzing task duration trends, monitoring scheduler performance, or auditing Airflow configurations.
    7 repo stars
  88. ▌
    Managing AWS Cloudfront Deep · cloudthinker-ai
    Use when working with Aws Cloudfront Deep — advanced AWS CloudFront management covering distribution lifecycle, behavior configuration, Lambda@Edge functions, origin groups for failover, real-time logs, field-level encryption, and cache policy optimization. Use for deep CloudFront troubleshooting, performance tuning, advanced origin configuration, or Lambda@Edge debugging.
    7 repo stars
  89. ▌
    Managing AWS Service Catalog · cloudthinker-ai
    Use when working with Aws Service Catalog — aWS Service Catalog portfolio and product management. Covers portfolio administration, product versioning, provisioned product inspection, launch constraints, tag options, and sharing across accounts. Use when managing self-service IT catalogs, provisioning products, reviewing portfolios, or auditing product usage across an organization.
    7 repo stars
  90. ▌
    Managing Cloudflare Dns Deep · cloudthinker-ai
    Use when working with Cloudflare Dns Deep — advanced Cloudflare DNS management covering zone records, DNSSEC configuration, DNS analytics, load balancing pools, health checks, and DNS firewall. Use for deep DNS record management, DNSSEC troubleshooting, DNS traffic analytics, configuring DNS-based load balancing, or auditing DNS security settings.
    7 repo stars
  91. ▌
    Managing Cloudformation Deep · cloudthinker-ai
    Use when working with Cloudformation Deep — aWS CloudFormation deep stack management. Covers stack operations, change sets, drift detection, nested stacks, stack sets, resource imports, template analysis, and rollback troubleshooting. Use when managing complex CloudFormation deployments, debugging stack failures, detecting drift, operating stack sets, or analyzing template dependencies.
    7 repo stars
  92. ▌
    Managing Digitalocean Spaces · cloudthinker-ai
    Use when working with Digitalocean Spaces — digitalOcean Spaces object storage management via the AWS CLI (S3-compatible) and doctl CLI. Covers Spaces buckets, objects, CDN endpoints, CORS, and lifecycle policies. Use when managing DigitalOcean Spaces storage.
    7 repo stars
  93. ▌
    Managing K8S Crossplane Deep · cloudthinker-ai
    Use when working with K8S Crossplane Deep — crossplane deep-dive management for Kubernetes-native infrastructure provisioning. Covers provider health diagnostics, composition debugging, XRD schema validation, claim lifecycle analysis, managed resource drift detection, usage tracking, and EnvironmentConfig management. Use when debugging complex composition failures, analyzing cross-provider resource dependencies, or optimizing Crossplane performance.
    7 repo stars
  94. ▌
    Managing K8S Resource Quotas · cloudthinker-ai
    Use when working with K8S Resource Quotas — kubernetes ResourceQuota and LimitRange management. Covers quota inventory, usage vs limits, LimitRange defaults, namespace resource consumption, quota violations, and capacity planning. Use when auditing resource governance, debugging quota-rejected deployments, reviewing namespace limits, or planning capacity allocation across namespaces.
    7 repo stars
  95. ▌
    Managing Oracle Oci Database · cloudthinker-ai
    Use when working with Oracle Oci Database — oracle OCI Database deep-dive management via the OCI CLI. Covers DB Systems, Autonomous Databases, backups, Data Guard, patching, and performance metrics. Use for detailed OCI database analysis.
    7 repo stars
  96. ▌
    Certificate Renewal Automation · cloudthinker-ai
    Use when performing certificate renewal automation — runbook for TLS/SSL certificate renewal across infrastructure. Covers certificate inventory, expiration tracking, CSR generation, certificate issuance, deployment to load balancers and CDNs, chain validation, and post-renewal verification to prevent outages from expired certificates.
    7 repo stars
  97. ▌
    Cloud Provider Outage Response · cloudthinker-ai
    Use when performing cloud provider outage response — response playbook for regional or service-level outages from major cloud providers (AWS, GCP, Azure). Covers impact assessment, multi-region failover procedures, customer communication during provider outages, SLA credit documentation, and architectural resilience improvements to reduce dependency on single cloud regions or services.
    7 repo stars
  98. ▌
    Infrastructure Drift Detection · cloudthinker-ai
    Use when performing infrastructure drift detection — detects and catalogs infrastructure drift between the desired state defined in Infrastructure as Code and the actual state of deployed resources. This template guides teams through drift detection, impact assessment, and reconciliation to maintain infrastructure consistency and compliance.
    7 repo stars
  99. ▌
    Runbook Load Balancer Failover · cloudthinker-ai
    Use when performing runbook load balancer failover — load balancer failover procedure covering health checks, traffic shift, backend validation, and rollback. Use for planned LB maintenance, active-passive failover, or responding to LB degradation.
    7 repo stars
  100. ▌
    Managing Atlassian Statuspage · cloudthinker-ai
    Use when working with Atlassian Statuspage — atlassian Statuspage management, component monitoring, incident communication, scheduled maintenance, and subscriber notifications. Covers page configuration, component group management, incident lifecycle, metric tracking, and uptime reporting. Use when managing public or private status pages, communicating outages, scheduling maintenance, or reviewing component uptime in Atlassian Statuspage.
    7 repo stars