cloud▌

Amazon RDS simplifies relational database deployment and operations. Support multiple database engines with automated backups, replication, encryption, and high availability through Multi-AZ deployments.

Category: service

This skill allows the Agent to interact with MemOS Cloud APIs for memory search, addition, deletion, and feedback.

This skill provides comprehensive guidelines for developing applications on Google Cloud Platform (GCP), covering serverless computing, data services, Infrastructure as Code with Terraform, and security best practices.

Comprehensive guide to running ML workloads on Lambda Labs GPU cloud with on-demand instances and 1-Click Clusters.

aws-penetration-testing

Diagnose Azure resource health issues and generate a prioritized remediation plan. \n \n Analyzes resource status, logs, and telemetry across 8+ Azure service types (Web Apps, VMs, Cosmos DB, Storage, SQL Database, Application Insights, Key Vault, Service Bus) \n Executes targeted KQL queries against Log Analytics and Application Insights to identify errors, performance degradation, and anomalies \n Classifies issues by severity (Critical, High, Medium, Low) and performs root cause analysis acro

Advanced Docker containerization expert for multi-stage builds, security hardening, and production deployment patterns. \n \n Covers Dockerfile optimization, multi-stage builds, layer caching, base image selection, and image size reduction strategies \n Provides container security hardening including non-root user configuration, secrets management, and vulnerability scanning \n Handles Docker Compose orchestration with service dependency management, networking, health checks, and resource limits

Identify false-positive diffs in Terraform AzureRM plans caused by Set-type attribute ordering. \n \n Analyzes terraform plan JSON output to distinguish spurious diffs (element reordering in Sets) from actual resource changes \n Targets AzureRM resources with Set-type attributes: Application Gateway, Load Balancer, NSG, Firewall, Front Door, and others \n Requires Python 3.8+ and uses only standard library; integrates into CI/CD pipelines with configurable output formats and exit codes \n Helps

Category: service