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DevOps & Cloud
Deployment, cloud, containers, CI/CD, monitoring, and infrastructure
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Showing 3,313–3,336 of 19,595 skills
- FivetranFivetran specialist for fully managed Extract-Load (EL) data pipelines. Deep expertise in connectors, sync modes, CDC, schema management, dbt integration, HVA, Hybrid Deployment, and cost optimization. WHEN: \"Fivetran\", \"Fivetran connector\", \"Fivetran sync\", \"MAR\", \"Monthly Active Rows\", \"Fivetran destination\", \"Fivetran transformations\", \"Quickstart data models\", \"Fivetran dbt\", \"Fivetran CDC\", \"HVA connector\", \"High-Volume Agent\", \"Fivetran Hybrid Deployment\", \"Co...Votes: 0GitHub stars: 4
- DuckdbDuckDB as an in-process data transformation and ETL engine. Covers file ingestion (Parquet/CSV/JSON/Excel), SQL-based transformations, Spark replacement for small-to-medium pipelines, dbt-duckdb integration, data lake querying, and pipeline orchestration patterns. WHEN: \"DuckDB ETL\", \"DuckDB transformation\", \"DuckDB pipeline\", \"DuckDB ingestion\", \"DuckDB CSV to Parquet\", \"DuckDB data loading\", \"dbt-duckdb\", \"DuckDB Spark replacement\", \"DuckDB data lake\", \"DuckDB file conver...Votes: 0GitHub stars: 4
- Dbt Clouddbt Cloud skill for managed data transformation platform. Deep expertise in Cloud IDE (Studio), dbt Canvas, dbt Copilot, Fusion engine, job scheduling, CI/CD workflows, Semantic Layer APIs, dbt Explorer, dbt Mesh, environment management, and enterprise governance. WHEN: \"dbt Cloud\", \"dbt Cloud CLI\", \"dbt Cloud IDE\", \"Studio IDE\", \"dbt Canvas\", \"dbt Copilot\", \"dbt Explorer\", \"dbt Fusion\", \"dbt Mesh\", \"dbt Semantic Layer\", \"dbt Cloud CI\", \"Advanced CI\", \"dbt compare\", ...Votes: 0GitHub stars: 4
- Aws GlueAWS Glue specialist for serverless data integration on AWS. Deep expertise in ETL jobs, Data Catalog, crawlers, DynamicFrames, Spark tuning, job bookmarks, data quality (DQDL), Glue Studio, streaming ETL, and cost optimization. WHEN: \"AWS Glue\", \"Glue job\", \"Glue crawler\", \"Data Catalog\", \"DynamicFrame\", \"Glue Studio\", \"Glue bookmark\", \"job bookmark\", \"transformation_ctx\", \"Glue DPU\", \"Glue worker\", \"Glue 5.0\", \"Glue 5.1\", \"Glue Data Quality\", \"DQDL\", \"DataBrew\...Votes: 0GitHub stars: 4
- AirflowExpert skill for Apache Airflow across all versions. Provides deep expertise in DAG design, TaskFlow API, executors, scheduling, operators, XCom, deployment, and pipeline orchestration. WHEN: \"Airflow\", \"airflow DAG\", \"DAG not running\", \"TaskFlow\", \"XCom\", \"@task decorator\", \"Airflow operator\", \"Airflow sensor\", \"Airflow executor\", \"CeleryExecutor\", \"KubernetesExecutor\", \"Airflow scheduler\", \"MWAA\", \"Cloud Composer\", \"Astronomer\", \"airflow.cfg\", \"DAG parsing\"...Votes: 0GitHub stars: 4
- AdfAzure Data Factory specialist for cloud-based data integration pipelines. Deep expertise in pipelines, activities, data flows, integration runtimes, triggers, CI/CD, and migration patterns. WHEN: \"Azure Data Factory\", \"ADF\", \"ADF pipeline\", \"copy activity\", \"data flow\", \"mapping data flow\", \"integration runtime\", \"self-hosted IR\", \"SHIR\", \"ADF trigger\", \"tumbling window\", \"ADF linked service\", \"ADF dataset\", \"ADF CI/CD\", \"adf_publish\", \"ADF monitoring\", \"ADF v...Votes: 0GitHub stars: 4
- Ultimate Tech StackSecurity-first, open-source-preferred defaults for new applications and greenfield platforms. Applies a security hard gate before license and popularity, starts with Django/PostgreSQL/rootless Podman, and adds FastAPI, Next.js, Keycloak, OpenBao, RabbitMQ, Kubernetes, Forgejo/Woodpecker, OpenTofu, Argo CD, Prometheus/Grafana, Airflow/dbt, Superset, or Ceph only when requirements earn them. WHEN: \"new app idea\", \"what stack should we use\", \"default tech stack\", \"secure open-source stack...Votes: 0GitHub stars: 4
- TerraformCovers HashiCorp Terraform across all versions: HCL, providers, state management, modules, workspaces, and infrastructure provisioning. WHEN: \"Terraform\", \"terraform plan\", \"terraform apply\", \"HCL\", \".tf files\", \"Terraform state\", \"Terraform module\", \"Terraform provider\", \"Terraform workspace\", \"tfstate\", \"Terraform Cloud\", \"Terraform Enterprise\". Do NOT use for Terraform against network-device providers (ACI, Meraki, PAN-OS, FortiOS, F5 BIG-IP) — that's the `terraform...Votes: 0GitHub stars: 4
- SaltstackCovers SaltStack/Salt (3007.x): state files, pillars, grains, execution modules, Salt master/minion architecture, Salt SSH, reactors, beacons, orchestration, and event-driven automation. WHEN: \"SaltStack\", \"Salt\", \"salt-master\", \"salt-minion\", \"state file\", \".sls\", \"pillar\", \"grain\", \"salt-ssh\", \"Salt reactor\", \"Salt beacon\", \"salt-call\", \"salt highstate\".Votes: 0GitHub stars: 4
- OverviewCross-platform DevOps strategy: tool selection, CI/CD pipeline architecture, IaC strategy, GitOps design, and deployment strategy across the whole devops plugin. WHEN: \"DevOps maturity\", \"design a CI/CD pipeline\", \"which IaC tool\", \"push vs pull deployment\", \"deployment strategy\", \"Terraform vs Ansible\", \"ArgoCD vs Flux\", \"continuous integration\", \"continuous delivery\", \"infrastructure automation strategy\". Do NOT use for single-technology implementation, syntax, or debugg...Votes: 0GitHub stars: 4
- OpentofuCovers OpenTofu, the open-source Terraform fork: HCL, providers, state management, modules, migration from Terraform, feature parity, divergences, and community ecosystem. WHEN: \"OpenTofu\", \"tofu plan\", \"tofu apply\", \"Terraform fork\", \"OpenTofu migration\", \"tofu state\", \"MPL license Terraform\". Do NOT use for Terraform-proper questions with no OpenTofu angle — use the `terraform` skill.Votes: 0GitHub stars: 4
- JenkinsCovers Jenkins CI/CD: Declarative and Scripted Pipelines, Jenkinsfile, plugins, shared libraries, agents, Blue Ocean, security, and Jenkins administration. WHEN: \"Jenkins\", \"Jenkinsfile\", \"Jenkins pipeline\", \"Jenkins plugin\", \"shared library\", \"Jenkins agent\", \"Jenkins node\", \"Blue Ocean\", \"Jenkins X\", \"Jenkins security\", \"Jenkins admin\".Votes: 0GitHub stars: 4
- IacRoutes Infrastructure as Code requests to the correct technology skill and compares Terraform, OpenTofu, Pulumi, CloudFormation, Bicep, and Ansible for provisioning strategy. WHEN: \"infrastructure as code\", \"IaC comparison\", \"Terraform vs Ansible\", \"Terraform vs Pulumi\", \"which IaC tool\", \"IaC strategy\", \"configuration management vs provisioning\". Do NOT use for tool-specific syntax or debugging — use the `terraform`, `opentofu`, `pulumi`, `cloudformation`, `bicep`, or `ansible`...Votes: 0GitHub stars: 4
- GitopsRoutes GitOps requests to the correct technology skill and compares ArgoCD and Flux for Kubernetes continuous delivery. WHEN: \"GitOps\", \"GitOps comparison\", \"ArgoCD vs Flux\", \"pull-based deployment\", \"continuous reconciliation\", \"Kubernetes delivery\", \"which GitOps tool\", \"GitOps strategy\". Do NOT use for ArgoCD- or Flux-specific syntax or debugging — use the `argocd` or `flux` skill directly.Votes: 0GitHub stars: 4
- Gitlab CiCovers GitLab CI/CD: .gitlab-ci.yml, pipelines, stages, jobs, runners, artifacts, caching, environments, CI/CD components, Auto DevOps, and GitLab DevSecOps integration. WHEN: \"GitLab CI\", \".gitlab-ci.yml\", \"GitLab pipeline\", \"GitLab runner\", \"GitLab stages\", \"GitLab artifacts\", \"GitLab environments\", \"GitLab CI/CD components\", \"Auto DevOps\", \"GitLab SAST\", \"GitLab DAST\".Votes: 0GitHub stars: 4
- Github ActionsCovers GitHub Actions: workflow YAML, runners, marketplace actions, reusable workflows, composite actions, OIDC authentication, matrix builds, caching, secrets, and environments. WHEN: \"GitHub Actions\", \"workflow\", \".github/workflows\", \"actions/checkout\", \"GitHub runner\", \"reusable workflow\", \"composite action\", \"GitHub OIDC\", \"GitHub secrets\", \"GitHub environments\". Do NOT use for branch strategy, PR review process, or release/tagging policy — use the `github` skill.Votes: 0GitHub stars: 4
- FluxCovers Flux CD v2: GitRepository, Kustomization, HelmRelease, source controllers, image automation, notification controller, multi-tenancy, and Flagger integration. WHEN: \"Flux\", \"Flux CD\", \"flux bootstrap\", \"GitRepository\", \"Kustomization CRD\", \"HelmRelease\", \"HelmRepository\", \"source-controller\", \"flux reconcile\", \"Flagger\", \"flux image\".Votes: 0GitHub stars: 4
- Config MgmtRoutes configuration management requests to the correct technology skill and compares Chef, Puppet, SaltStack, and Ansible for server configuration and compliance. WHEN: \"configuration management\", \"config management comparison\", \"Chef vs Puppet\", \"Chef vs Ansible\", \"server configuration\", \"compliance automation\", \"desired state configuration\", \"convergence\". Do NOT use for tool-specific syntax or debugging — use the `chef`, `puppet`, `saltstack`, or `ansible` skill directly.Votes: 0GitHub stars: 4
- CircleciCovers CircleCI CI/CD platform: config.yml, orbs, workflows, jobs, executors, caching, Docker layer caching, contexts, and self-hosted runners. WHEN: \"CircleCI\", \"config.yml CircleCI\", \"orbs\", \"CircleCI workflow\", \"CircleCI executor\", \"Docker layer caching\", \"CircleCI context\", \"CircleCI runner\".Votes: 0GitHub stars: 4
- CicdRoutes CI/CD requests to the correct technology skill and compares GitHub Actions, GitLab CI, Azure DevOps, Jenkins, and CircleCI for platform selection. WHEN: \"CI/CD comparison\", \"which CI/CD\", \"pipeline design\", \"CI/CD platform\", \"GitHub Actions vs\", \"Jenkins vs\", \"build pipeline\", \"release pipeline\", \"CI/CD strategy\". Do NOT use for platform-specific syntax or debugging — use the `github-actions`, `gitlab-ci`, `azure-devops`, `jenkins`, or `circleci` skill directly.Votes: 0GitHub stars: 4
- ChefCovers Chef Infra (18.x): cookbooks, recipes, resources, attributes, Chef Server, Chef Workstation, InSpec, Habitat, Test Kitchen, and knife CLI. WHEN: \"Chef\", \"cookbook\", \"recipe\", \"knife\", \"Chef Infra\", \"Chef Server\", \"InSpec\", \"Habitat\", \"Test Kitchen\", \"Berkshelf\", \"chef-client\", \"Policyfile\".Votes: 0GitHub stars: 4
- Azure DevopsCovers Azure DevOps Services and Server: Azure Pipelines (YAML and classic), Azure Repos, Azure Boards, Azure Artifacts, service connections, variable groups, environments, and deployment gates. WHEN: \"Azure DevOps\", \"Azure Pipelines\", \"azure-pipelines.yml\", \"ADO\", \"Azure Boards\", \"Azure Repos\", \"Azure Artifacts\", \"service connection\", \"variable group\", \"YAML pipeline\", \"classic pipeline\".Votes: 0GitHub stars: 4
- SnowflakeSnowflake expert. Deep expertise in virtual warehouses, micro-partitions, clustering, Snowpipe, streams/tasks, Time Travel, data sharing, Snowpark, and cost optimization. WHEN: \"Snowflake\", \"SnowSQL\", \"Snowpipe\", \"virtual warehouse\", \"micro-partition\", \"clustering key\", \"Time Travel\", \"data sharing\", \"Snowpark\", \"Snowflake Cortex\", \"ACCOUNT_USAGE\", \"INFORMATION_SCHEMA\", \"warehouse sizing\", \"credit consumption\".Votes: 0GitHub stars: 4
- ScylladbScyllaDB technology expert covering ALL versions. Deep expertise in shard-per-core architecture, CQL compatibility, performance tuning, cluster operations, and Cassandra migration. WHEN: \"ScyllaDB\", \"Scylla\", \"scylla.yaml\", \"nodetool scylla\", \"shard-per-core\", \"seastar\", \"ScyllaDB Cloud\", \"ScyllaDB Enterprise\", \"Alternator\", \"scylla-manager\", \"CQL Scylla\", \"tablets scylladb\", \"sctool\", \"scylla_setup\".Votes: 0GitHub stars: 4