Generates and validates Google Cloud Cluster Toolkit (gcluster) YAML blueprints for Slurm-based HPC clusters. Activate this skill whenever the user asks to create, modify, inspect, or validate a Google Cloud HPC Cluster Toolkit blueprint.
GoogleCloudPlatform/scientific-computing-examples
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Skills in this repository
Showing 11 of 11 collected skills.
Role and workflow rules for evaluating Nextflow pipelines, profiling FASTQ manifests, and compiling GCP Batch optimized nextflow.config files.
Generates and validates Google Cloud Cluster Toolkit (gcluster/ghpc) YAML blueprints for Slurm-based HPC clusters. Activate this skill whenever the user asks to create, modify, inspect, or validate a Google Cloud HPC Cluster Toolkit blueprint.
Inspects and reports GCP Compute capacity, Standard vs. Spot CPU quotas, and storage architecture constraints (Persistent Disk vs. Hyperdisk) for HPC workloads. Use when the user asks about compute quotas, CPU limits, or available capacity across GCP regions.
Monitors and visualizes Google Cloud Batch nodes in use (Spot vs. Standard VMs), who is running Batch jobs and for what duration, and active/completed Batch jobs with their execution durations and 30-day historical statistics, including an interactive GUI…
Monitors and visualizes HPC cluster instances running over time, Slurm environment jobs and per-user workload ownership, and active HPC storage systems (Managed Lustre, Cloud Filestore, Cloud Storage FUSE, Local NVMe) with 30-day historical statistics and an…
Evaluates Nextflow bioinformatics pipelines, profiles input data manifests, and compiles Google Cloud Batch optimized nextflow.config files with hardware tiering and QA auditing. Use when the user asks to configure, optimize, or run Nextflow workflows on…
Analyzes and reports GCP storage quotas, capacity headroom, and performance tiers for Filestore Zonal, Filestore Regional, and Managed Lustre. Use when the user asks about storage quotas, Filestore or Lustre capacity, or shared filesystem limits.
Performs real-time GCP Compute capacity and dry-run deployment tests to verify live availability of HPC VM families (C2, C2D, N2, C3, C4, C4D, N4, H4D, GPU instances). Use when the user asks to check VM availability, verify capacity, or test whether instances…
Generates and validates Google Cloud Cluster Toolkit (gcluster) YAML blueprints for Slurm-based HPC clusters. Activate this skill whenever the user asks to create, modify, inspect, or validate a Google Cloud HPC Cluster Toolkit blueprint.
Role and workflow rules for evaluating Nextflow pipelines, profiling FASTQ manifests, and compiling GCP Batch optimized nextflow.config files.