👉 Stop Running NGS QC Manually — Use AI Agent Skills
Автор: BioinfQuests
Загружено: 2026-02-23
Просмотров: 28
Описание:
🚀 In this video, we build an AI-powered NGS QC workflow using Agent Skills.
Instead of manually running FastQC and MultiQC, we document best practices inside a skills.md file and let the AI agent follow structured instructions.
In this hands-on demo, you’ll see:
✅ How to use BioSkills (GPT-Omics repository)
✅ How to edit and package a skill (skills.md)
✅ Uploading skills to Claude Desktop
✅ Running FastQC automatically
✅ Generating MultiQC reports
✅ Interpreting QC metrics
✅ Handling adapter contamination & quality trimming
✅ Using Fastp + FastQC in combination
✅ Understanding sandbox limitations
✅ How AI detects sequencing platform differences
This demo shows how structured Agent Skills make AI workflows:
🧬 More accurate
📊 More reproducible
⚙ More automated
🔁 More iterative
If you work in bioinformatics or genomics, this is a glimpse into the future of AI-assisted analysis.
Next video: Single-cell RNA-seq analysis using Agent Skills.
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