What problem does it solve?
Setting up shotgun metagenomics analysis requires coordinating many tools, large reference databases, and host-depletion decisions, and mistakes in any of these steps can silently invalidate taxonomic or functional conclusions. This Skill structures the entire workflow from FASTQ intake through profiling so nothing critical is skipped.
Core Features & Use Cases
- Preflight and FASTQ QC: Validates sample sheets and read structure, runs seqkit stats and FastQC/MultiQC, and records tool or database blockers explicitly.
- Taxonomic and Functional Profiling: Orchestrates Kraken2, Bracken, MetaPhlAn, HUMAnN, and KneadData host depletion, or launches nf-core/taxprofiler for reproducible pipeline execution.
- Visualization Outputs: Generates read-QC dashboards, Bracken abundance matrices, HUMAnN pathway tables, and HTML/SVG review bundles.
- Use Case: A researcher with paired-end human gut metagenomic FASTQs needs host-depleted taxonomic profiles and pathway abundances; the Skill validates inputs, runs KneadData plus Kraken2/Bracken/HUMAnN, and produces a review dashboard.
Quick Start
Ask the assistant to inspect your shotgun metagenomic FASTQs, confirm host-depletion and database choices, and run the profiling preflight for your sample sheet.