Agent skill

bulk-rnaseq

End-to-end bulk RNA-seq orchestrator — takes raw FASTQ reads through QC and trimming (FastQC, fastp/Trim Galore), alignment and quantification (STAR, Salmon, featureCounts), assembles a gene-level counts matrix, then hands off to differential expression (pydeseq2), pathway/GSEA enrichment (pathway-enrichment), and publication figures (scientific-visualization). Use whenever the user has bulk RNA-seq reads or quant output and wants a complete, reproducible differential-expression workflow — e.g. "analyze my RNA-seq", "FASTQ to DESeq2", "run nf-core/rnaseq", "STAR/Salmon quantification", "build a counts matrix for DESeq2", or "go from reads to differentially expressed genes and enriched pathways". Routes between an nf-core/rnaseq (Nextflow) path and a standalone STAR/Salmon path, and covers experimental design, strandedness, and QC gates. For single-cell RNA-seq use the scanpy skill instead.

★ 38,487 stars MIT K-Dense-AI/scientific-agent-skills

Install this skill

This command installs the skill into the portable ~/.agents/skills directory. The homepage installer can generate the native path for your specific agent.

mkdir -p $HOME/.agents/skills/'bulk-rnaseq' && curl -fsSL 'https://raw.githubusercontent.com/K-Dense-AI/scientific-agent-skills/HEAD/skills/bulk-rnaseq/SKILL.md' -o $HOME/.agents/skills/'bulk-rnaseq'/SKILL.md

Skill details

Repository
K-Dense-AI/scientific-agent-skills
SKILL.md path
skills/bulk-rnaseq/SKILL.md
Author
K-Dense-AI
Tags
agent-skill