AWS AI/ML services — Bedrock, SageMaker, Comprehend, Rekognition, Textract, Lex, Polly, Transcribe, Kendra, Q…
EnglishAWS CLI v2 patterns, profiles, SSO, JMESPath queries, pagination, waiters, and productivity…
EnglishDebug AWS resource issues, check Lambda logs, and monitor deployed services. Use when investigating production issues, checking CloudWatch logs, or debugging deployment failures.
EnglishUse for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR.
EnglishRecommend Azure VM sizes, VM Scale Sets (VMSS), and configurations based on workload requirements, performance needs, and budget constraints. No Azure account required — uses public documentation and the Azure Retail Prices API. USE FOR: recommend VM size, which VM should I use, choose Azure VM, VM for web/database/ML/batch/HPC, GPU VM, compare VM sizes, cheapest VM, best VM for workload, VM pricing, cost estimate, burstable/compute/memory/storage optimized VM, confidential computing, VM trade-offs, VM families, VMSS, scale set recommendation, autoscale VMs, load balanced VMs, VMSS vs VM, scale out, horizontal scaling, flexible orchestration. DO NOT USE FOR: deploying VMs or VMSS, deploying apps (use azure-deploy), looking up existing VMs (use azure-resource-lookup), cost optimization of running VMs (use azure-cost-optimization), non-VM services like App Service or AKS.
EnglishTroubleshoot and resolve issues with Azure Messaging SDKs for Event Hubs and Service Bus. Covers connection failures, authentication errors, message processing issues, and SDK configuration problems.
EnglishDigitalOcean doctl CLI — authentication, contexts, output formats, and core subcommand…
EnglishGCP AI/ML — Vertex AI, Gemini API, Document AI, Vision AI, Natural Language AI, AutoML, Vertex AI Search and…
EnglishInfrastructure as Code for GCP — Terraform google provider, Deployment Manager, Pulumi, Config…
EnglishDb2 on Cloud, IBM Cloud Databases (PostgreSQL/MongoDB/Redis/etc via ibmcloud cdb), Cloud Object Storage (S3-compatible, HMAC, Aspera), Cloudant (CouchDB), Event Streams…
EnglishSalesforce CLI (sf command) — auth, scratch orgs, sandboxes, deployments, metadata API, project structure, and package…
EnglishInfrastructure as Code for AWS — CloudFormation, CDK (TypeScript/Python), Terraform, SAM, and Rain…
UncertainOCI AI services — Generative AI, Data Science, AI Language, AI Vision, AI Speech, Anomaly Detection, Digital…
UncertainIncludes AWS Monitoring, Azure Compute, Azure Messaging, and other workflows.
Supported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
AWS AI
AWS AI/ML services — Bedrock, SageMaker, Comprehend, Rekognition, Textract, Lex, Polly, Transcribe, Kendra, Q Developer
AWS CLI
AWS CLI v2 patterns, profiles, SSO, JMESPath queries, pagination, waiters, and productivity aliases
AWS Monitoring
Debug AWS resource issues, check Lambda logs, and monitor deployed services. Use when investigating production issues, checking CloudWatch logs, or debugging deployment failures.
Azure AI
Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR. USE FOR: AI
Azure Compute
Recommend Azure VM sizes, VM Scale Sets (VMSS), and configurations based on workload requirements, performance needs, and budget constraints. No Azure account required — uses public documentation and the Azure Retail Prices API. USE FOR: recommend VM size, which VM should I use, choose Azure VM, VM for web/database/ML/batch/HPC, GPU VM, compare VM sizes, cheapest VM, best VM for workload, VM pricing, cost estimate, burstable/compute/memory/storage optimized VM, confidential computing, VM trade-offs, VM families, VMSS, scale set recommendation, autoscale VMs, load balanced VMs, VMSS vs VM, scale out, horizontal scaling, flexible orchestration. DO NOT USE FOR: deploying VMs or VMSS, deploying apps (use azure-deploy), looking up existing VMs (use azure-resource-lookup), cost optimization of running VMs (use azure-cost-optimization), non-VM services like App Service or AKS.
Azure Messaging
Troubleshoot and resolve issues with Azure Messaging SDKs for Event Hubs and Service Bus. Covers connection failures, authentication errors, message processing issues, and SDK configuration problems. USE FOR: event hub SDK error, service bus SDK issue, messaging connection failure, AMQP error, event processor host issue, message lock lost, send timeout, receiver disconnected, SDK troubleshooting, azure messaging SDK, event hub consumer, service bus queue issue, topic subscription error, enable logging event hub, service bus logging, eventhub python, servicebus java, eventhub javascript, servicebus dotnet, event hub checkpoint, event hub not receiving messages, service bus dead letter DO NOT USE FOR: creating Event Hub or Service Bus resources (use azure-prepare), monitoring metrics (use azure-observability), cost analysis (use azure-cost-optimization)
Do CLI
DigitalOcean doctl CLI — authentication, contexts, output formats, and core subcommand patterns
GCP AI
GCP AI/ML — Vertex AI, Gemini API, Document AI, Vision AI, Natural Language AI, AutoML, Vertex AI Search and Agents
GCP Iac
Infrastructure as Code for GCP — Terraform google provider, Deployment Manager, Pulumi, Config Connector
Ibm Data
Db2 on Cloud, IBM Cloud Databases (PostgreSQL/MongoDB/Redis/etc via ibmcloud cdb), Cloud Object Storage (S3-compatible, HMAC, Aspera), Cloudant (CouchDB), Event Streams (Kafka)
Sf CLI
Salesforce CLI (sf command) — auth, scratch orgs, sandboxes, deployments, metadata API, project structure, and package development
AWS Iac
Infrastructure as Code for AWS — CloudFormation, CDK (TypeScript/Python), Terraform, SAM, and Rain CLI
Oci AI
OCI AI services — Generative AI, Data Science, AI Language, AI Vision, AI Speech, Anomaly Detection, Digital Assistant
Quick start
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After installation, start with a request like:
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Ask me for the context you need before getting started.Requirements & license
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