DevOps & Cloud

Deployment, cloud, containers, CI/CD, monitoring, and infrastructure

skills in category: 19,595
pages available: 817

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Showing 3,289–3,312 of 19,595 skills

ElkACovers the Elastic Stack (ELK) 8.x/9.x for observability use cases: Elasticsearch cluster management, Elastic Agent/Fleet, Kibana, ingest pipelines, KQL/ES|QL, Index Lifecycle Management, APM agents, distributed tracing, log management, data streams, and diagnostics. Use for \"ELK\", \"Elastic Stack\", \"Elasticsearch observability\", \"Kibana\", \"Elastic Agent\", \"Fleet\", \"Filebeat\", \"Metricbeat\", \"Elastic APM\", \"KQL\", \"ES|QL\", \"ILM\", \"index lifecycle\", \"ingest pipeline\", ...devopspythongoVotes: 0GitHub stars: 4
DynatraceAExpert agent for Dynatrace AI-powered observability platform covering OneAgent deployment, Davis AI causation engine, Smartscape topology, Grail data lakehouse, DQL query language, full-stack monitoring, Application Security, and cost optimization. Provides deep expertise with automatic instrumentation, problem detection, and host unit pricing. WHEN: \"Dynatrace\", \"dynatrace\", \"OneAgent\", \"Davis AI\", \"DQL\", \"Smartscape\", \"Grail\", \"Dynatrace Managed\", \"ActiveGate\", \"PurePath\...devopsjavascriptpythonVotes: 0GitHub stars: 4
DatadogAExpert agent for Datadog managed observability platform covering Agent deployment, integrations, DogStatsD custom metrics, APM distributed tracing, log management, monitors, SLOs, and cost optimization. Provides deep expertise with real pricing context, tagging strategy, and cardinality management. WHEN: \"Datadog\", \"datadog\", \"DogStatsD\", \"APM Datadog\", \"Datadog Agent\", \"Datadog monitor\", \"Datadog logs\", \"Datadog APM\", \"Datadog metrics\", \"Datadog SLO\", \"DD_API_KEY\", \"Da...devopspythongoVotes: 0GitHub stars: 4
Redis StreamsAExpert coverage of Redis Streams as a lightweight messaging primitive: XADD/XREADGROUP/XACK mechanics, consumer groups, pending-entry claiming, and when Redis Streams is (and isn't) a substitute for a dedicated broker. Use for \"Redis Streams messaging\", \"XADD\", \"XREADGROUP\", \"XACK\", \"Redis consumer group\", \"Redis pub/sub\", \"Redis Streams vs Kafka\", \"Redis Streams vs NATS\", \"Redis as message broker\". Do NOT use for Redis engine internals (data structures, persistence, cluster...devopsbashnodeVotes: 0GitHub stars: 4
RabbitmqAExpert coverage of RabbitMQ 4.x message broker across all supported versions (4.0-4.2): AMQP 0-9-1/1.0 protocols, exchange routing, quorum queues, streams, Khepri metadata store, clustering, and operational troubleshooting. Use for \"RabbitMQ\", \"AMQP\", \"exchange\", \"binding\", \"quorum queue\", \"classic queue\", \"RabbitMQ stream\", \"super stream\", \"dead letter exchange\", \"DLX\", \"publisher confirm\", \"consumer ack\", \"prefetch\", \"vhost\", \"Khepri\", \"rabbitmqctl\", \"rabbit...devopspythongoVotes: 0GitHub stars: 4
PulsarAExpert coverage of Apache Pulsar 4.x distributed messaging and streaming platform: broker/BookKeeper architecture, multi-tenancy, subscription types, geo-replication, tiered storage, Pulsar Functions, Pulsar IO connectors, transactions, and topic compaction. Use for \"Pulsar\", \"Apache Pulsar\", \"BookKeeper\", \"bookie\", \"Pulsar broker\", \"Pulsar topic\", \"Pulsar namespace\", \"Pulsar tenant\", \"Pulsar subscription\", \"Exclusive subscription\", \"Shared subscription\", \"Key_Shared\",...devopssqlazureVotes: 0GitHub stars: 4
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OverviewATop-level entry point for all messaging, event streaming, and event-driven architecture technologies -- broker/platform selection, event-driven architecture design, delivery-guarantee and ordering trade-offs -- for cross-platform or strategic questions. Use for \"messaging\", \"message broker\", \"message queue\", \"pub/sub\", \"event streaming\", \"event-driven\", \"async messaging\", \"dead letter queue\", \"DLQ\", \"fan-out\", \"AMQP\", \"MQTT\", \"exactly-once\", \"at-least-once\", \"cons...devopsgonodeVotes: 0GitHub stars: 4
Gcp PubsubAExpert coverage of Google Cloud Pub/Sub managed messaging service: topics, subscriptions (pull, push, BigQuery, Cloud Storage), ordering keys, exactly-once delivery, dead-letter topics, schemas, snapshots, seek, and monitoring. Use for \"GCP Pub/Sub\", \"Google Pub/Sub\", \"Cloud Pub/Sub\", \"Pub/Sub topic\", \"Pub/Sub subscription\", \"pull subscription\", \"push subscription\", \"BigQuery subscription\", \"Cloud Storage subscription\", \"ordering key\", \"exactly-once Pub/Sub\", \"dead lett...devopsgogcpVotes: 0GitHub stars: 4
Azure Service BusAExpert coverage of Azure Service Bus managed messaging service: queues, topics, subscriptions, sessions, dead-letter queues, duplicate detection, transactions, Premium tier, geo-disaster recovery, and SDK patterns. Use for \"Azure Service Bus\", \"Service Bus\", \"Service Bus queue\", \"Service Bus topic\", \"Service Bus subscription\", \"Service Bus session\", \"SessionId\", \"peek-lock\", \"PeekLock\", \"dead letter queue Service Bus\", \"DLQ Service Bus\", \"Service Bus Premium\", \"messag...devopsjavascriptpythonVotes: 0GitHub stars: 4
Aws Sqs SnsAExpert coverage of AWS SQS and SNS managed messaging services: standard and FIFO queues, visibility timeout, dead-letter queues, SNS fan-out, message filtering, Lambda integration, and operational management. Use for \"SQS\", \"SNS\", \"Amazon SQS\", \"Amazon SNS\", \"FIFO queue\", \"standard queue\", \"message group\", \"MessageGroupId\", \"MessageDeduplicationId\", \"visibility timeout\", \"dead letter queue SQS\", \"DLQ SQS\", \"redrive policy\", \"SNS topic\", \"SNS subscription\", \"SNS ...devopsawsterraformVotes: 0GitHub stars: 4
OverviewACross-platform mail and collaboration strategy: platform selection (Exchange vs. M365 vs. Google Workspace vs. Postfix), mail flow architecture, DNS design, migration planning, and compliance framework mapping across the whole mail-collab plugin. WHEN: \"email platform comparison\", \"migrate to M365 or Google Workspace\", \"design mail flow architecture\", \"DNS records for a new mail domain\", \"on-prem vs cloud email\", \"email compliance framework\", \"tenant migration planning\". Do NOT ...devopsgoshellVotes: 0GitHub stars: 4
ExchangeAExpert skill for Microsoft Exchange Server 2019, Exchange Server SE, and Exchange Online. Covers DAG high availability, transport pipeline, hybrid deployment, mailbox management, migration, compliance, and EOP/Defender integration. WHEN: \"Exchange Server\", \"Exchange 2019\", \"Exchange SE\", \"Exchange Online\", \"DAG\", \"mailbox database\", \"transport rule\", \"hybrid Exchange\", \"HCW\", \"Hybrid Configuration Wizard\", \"Edge Transport\", \"EAC\", \"Exchange Admin Center\", \"mail flow...devopsrustgoVotes: 0GitHub stars: 4
BlazorACovers Blazor across supported .NET versions (8, 9, and 10): render modes (Static SSR, Interactive Server, Interactive WebAssembly, Interactive Auto), Razor components and lifecycle, dependency injection per render mode, SignalR circuit management, WebAssembly runtime (AOT, trimming, lazy loading), Blazor Hybrid (MAUI, WPF, WinForms), enhanced navigation, state management (scoped services, PersistentComponentState, cascading parameters), JS interop (IJSRuntime, module isolation), authenticati...devopsgoc#Votes: 0GitHub stars: 4
TransformationACross-platform guidance for data transformation technologies. Compares dbt Core, dbt Cloud, Spark, and DuckDB. WHEN: \"data transformation\", \"dbt vs Spark\", \"which transform tool\", \"medallion architecture\", \"ELT transformation tool comparison\". Do NOT use for dbt-specific questions (models, Jinja, incremental strategies) -- use `dbt-core` or `dbt-cloud`. Do NOT use for Spark-specific questions (DataFrame API, Catalyst, tuning) -- use the `spark` skill. Do NOT use for DuckDB-specific ...devopspythongoVotes: 0GitHub stars: 4
TalendATalend (Qlik Talend Cloud) specialist for Java-based enterprise data integration. Deep expertise in job design, tMap transformations, components, routines, context variables, Remote Engines, TMC, CI/CD with Maven, and migration from Open Studio. WHEN: \"Talend\", \"Qlik Talend\", \"Talend Cloud\", \"Talend Studio\", \"tMap\", \"tFileInput\", \"tRunJob\", \"Talend job\", \"Talend component\", \"Talend context\", \"context variable\", \"Talend routine\", \"tLogCatcher\", \"tStatCatcher\", \"Tal...devopsgojavaVotes: 0GitHub stars: 4
Synapse PipelinesAAzure Synapse Pipelines specialist for data integration within the Synapse Analytics unified workspace. Deep expertise in pipelines, Spark pool integration, dedicated/serverless SQL pools, Mapping Data Flows, Synapse Link, CI/CD, IR configuration, and migration to Microsoft Fabric. WHEN: \"Synapse Pipelines\", \"Synapse workspace\", \"Synapse pipeline\", \"Synapse Spark pool\", \"dedicated SQL pool\", \"serverless SQL pool\", \"Synapse notebook activity\", \"Synapse Studio\", \"Synapse Monito...devopsshellsqlVotes: 0GitHub stars: 4
StreamingACross-platform guidance for streaming and real-time data integration architecture: batch-vs-streaming decisions, event-driven patterns, and technology selection. WHEN: \"streaming architecture\", \"batch vs streaming\", \"event-driven data\", \"real-time pipeline design\", \"which streaming tool\", \"Kafka vs Kinesis\". Do NOT use for Kafka implementation details (topics, partitions, consumer groups, Kafka Connect, Kafka Streams) -- use the `kafka` skill directly.devopssqlapiVotes: 0GitHub stars: 4
SsisAExpert skill for SQL Server Integration Services (SSIS) across all versions (2014-2025). Provides deep expertise in control flow and data flow design, SSISDB catalog management, package deployment, performance optimization, Azure-SSIS IR, and migration planning. WHEN: \"SSIS\", \"Integration Services\", \"DTSX\", \".dtsx\", \"SSISDB\", \"SSIS package\", \"Data Flow Task\", \"Control Flow\", \"Execute Package Task\", \"OLE DB\", \"SSIS catalog\", \"SQL Agent SSIS\", \"SSIS deployment\", \"Azur...devopsc#sqlVotes: 0GitHub stars: 4
OverviewATop-level guidance for ALL ETL, data integration, and data pipeline technologies. Provides cross-platform expertise in data orchestration, transformation, integration, and streaming. WHEN: \"ETL\", \"data pipeline\", \"data integration\", \"ELT\", \"data movement\", \"data transformation\", \"Airflow\", \"SSIS\", \"dbt\", \"Spark\", \"Kafka\", \"NiFi\", \"Azure Data Factory\", \"Fivetran\", \"data quality\", \"CDC\", \"data warehouse loading\".devopspythongoVotes: 0GitHub stars: 4
OrchestrationACross-platform guidance for data pipeline orchestration technologies. Compares Airflow and SSIS. WHEN: \"orchestration\", \"Airflow vs SSIS\", \"DAG scheduling\", \"pipeline dependencies\", \"workflow automation\", \"data pipeline scheduling\", \"backfill\", \"task orchestration\", \"which scheduler\", \"orchestration tool comparison\". Do NOT use for Airflow-specific questions (DAGs, TaskFlow, executors, XCom) -- use the `airflow` skill. Do NOT use for SSIS-specific questions (packages, SSIS...devopspythonsqlVotes: 0GitHub stars: 4
NifiBApache NiFi specialist for flow-based data integration, routing, and provenance tracking. Deep expertise in processors, FlowFiles, connections, process groups, clustering, record-oriented processing, and NiFi 2.x modernization. WHEN: \"Apache NiFi\", \"NiFi\", \"NiFi processor\", \"FlowFile\", \"process group\", \"NiFi provenance\", \"NiFi back pressure\", \"NiFi cluster\", \"NiFi registry\", \"NiFi expression language\", \"MiNiFi\", \"ConsumeKafka NiFi\", \"tMap NiFi\", \"NiFi REST API\", \"...devopspythongoVotes: 0GitHub stars: 4
KafkaAExpert skill for Apache Kafka as a streaming ETL/data-integration platform across all versions (3.9-4.2): broker architecture, KRaft consensus, producer/consumer patterns, Kafka Connect, Kafka Streams, exactly-once semantics, and operational troubleshooting. WHEN: \"Kafka\", \"Kafka broker\", \"Kafka topic\", \"Kafka partition\", \"Kafka producer\", \"Kafka consumer\", \"consumer group\", \"consumer lag\", \"Kafka Connect\", \"Kafka Streams\", \"KRaft\", \"ZooKeeper migration\", \"exactly-onc...devopsgojavaVotes: 0GitHub stars: 4
IntegrationACross-platform guidance for data integration and EL (Extract-Load) technologies. Compares ADF, NiFi, Informatica, Talend, Fivetran, AWS Glue, and Synapse Pipelines. WHEN: \"data integration\", \"ADF vs Fivetran\", \"data movement\", \"EL tool\", \"managed connector\", \"data replication\", \"hybrid integration\", \"which integration tool\", \"integration tool comparison\". Do NOT use for tool-specific questions (ADF pipelines, NiFi processors, Informatica mappings, Talend jobs, Fivetran conne...devopsgojavaVotes: 0GitHub stars: 4
InformaticaAInformatica IDMC specialist for enterprise cloud data integration, quality, governance, and application integration. Deep expertise in CDI mappings, pushdown optimization, Secure Agents, taskflows, CLAIRE AI, CDC, and migration from PowerCenter. WHEN: \"Informatica\", \"IDMC\", \"Informatica Cloud\", \"IICS\", \"CDI\", \"Informatica mapping\", \"Informatica mapplet\", \"Informatica pushdown\", \"pushdown optimization\", \"Secure Agent\", \"Informatica taskflow\", \"CLAIRE\", \"CLAIRE GPT\", \...devopspythongoVotes: 0GitHub stars: 4