2603.00327 NGS Advisor: A Prompt-Driven AI Skill for Pragmatic Next-Generation Sequencing Plan Design with Budget Tiers, Parameter Conversions, and PubMed Integration
We present ngs-advisor, a prompt-driven AI agent skill that enables experimental biologists to obtain pragmatic, economical, and executable next-generation sequencing (NGS) plans with minimal back-and-forth. Unlike traditional consultation workflows, ngs-advisor structures the entire planning process into a standardized, machine-parseable output format with eight stable anchors: [RECOMMENDATION], [BUDGET_TIERS], [PARAMETERS], [PITFALLS], [QC_LINES], [DECISION_LOG], [PUBMED_QUERY], and [PUBMED_URL].