bio-workflows-fastq-to-variants

Orchestrate FASTQ-to-variant workflows with QC, alignment, and variant calling.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/stellaromics/fast-bioinfo --skill bio-workflows-fastq-to-variants
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: bio-workflows-fastq-to-variants
Source: https://github.com/stellaromics/fast-bioinfo/tree/main/.claude/agents/spatial-analysis/skills/bio-workflows-fastq-to-variants
Command: npx skills add https://github.com/stellaromics/fast-bioinfo --skill bio-workflows-fastq-to-variants

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This workflow automates the end-to-end process of turning raw FASTQ reads into high-confidence variant calls, reducing manual integration work for sequencing analyses.

Core Features & Use Cases

  • QC and preprocessing of FASTQ data with fastp
  • Alignment of reads with bwa-mem2 and BAM generation
  • BAM processing: sorting, deduplication, and indexing
  • Variant calling with bcftools or GATK, including joint calling options
  • Flexible use for whole-genome or exome projects, with optional BQSR

Quick Start

Provide paired-end FASTQ files and a reference genome, then run the workflow to generate a final VCF.

Frequently Asked Questions about bio-workflows-fastq-to-variants

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I call DNA variants from raw FASTQ files?▼

To call DNA variants from raw FASTQ files, you need a workflow that performs QC, read alignment, BAM processing, and variant calling. This process automates those steps using fastp, bwa-mem2, samtools, and bcftools or GATK to generate a final VCF.

What is the best way to run an end-to-end DNA sequencing workflow for exome data?▼

An end-to-end DNA sequencing workflow for exome data should handle QC, alignment, and variant calling. This workflow supports exome projects and offers optional BQSR, utilizing tools like bwa-mem2 and bcftools or GATK to produce high-confidence variant calls.

Does this FASTQ to VCF workflow support both bcftools and GATK for variant calling?▼

Yes, this FASTQ to VCF workflow supports both bcftools and GATK for variant calling. It provides a choice between these tools, including joint calling options, to accommodate different analysis preferences and project requirements.

Do I need a reference genome and known-site resources for variant calling?▼

Yes, you need a reference genome to align reads and generate variant calls. If you choose to perform optional BQSR, you also need known-site resources for recalibration to achieve high-confidence variant calls.

Can I use this workflow for whole-genome sequencing data?▼

Yes, you can use this workflow for whole-genome sequencing data. It is flexible enough to handle both whole-genome and exome projects, automating the end-to-end process from raw FASTQ reads to high-confidence variant calls.