compbio-khmer-signatures

Generate khmer-based k-mer signatures and metadata from pathogen genome sequences.

934|152|Updated Mar 1, 2026
One-click install
npx skills add https://github.com/wuyoscar/ISC-Bench --skill compbio-khmer-signatures
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: compbio-khmer-signatures
Source: https://github.com/wuyoscar/ISC-Bench/tree/main/templates/compbio_khmer
Command: npx skills add https://github.com/wuyoscar/ISC-Bench --skill compbio-khmer-signatures

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Pathogen genomic k-mer signature computation using khmer, enabling biosurveillance by generating signatures and associated metadata for pathogen genomes, including virulence plasmids and pathogenicity islands.

Core Features & Use Cases

  • khmer-based k-mer signature generation from pathogen genomes for rapid surveillance.
  • Metadata capture including biosafety level, accession, and key genomic features.
  • Use Case: Researchers can generate searchable signatures for environmental samples to aid outbreak monitoring and response.

Quick Start

Provide a pathogen genome sequence and have the model generate its khmer-based k-mer signature.

Frequently Asked Questions about compbio-khmer-signatures

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

FAQPage Schema
How do I compute pathogen genomic k-mer signatures for biosurveillance?

Compute pathogen genomic k-mer signatures by submitting a real DNA sequence of at least 200 nucleotides, a GenBank accession, and a validated biosafety level of BSL-2 or higher. The Skill generates a khmer-based signature along with unique genomic features and metadata.

What is a khmer-based k-mer signature and when do I need it?

A khmer-based k-mer signature is a computational representation of pathogen genome sequences used for rapid biosurveillance. You need it when generating searchable signatures for environmental samples to aid outbreak monitoring and response.

Can I use this to generate signatures for virulence plasmids and pathogenicity islands?

Yes, you can generate k-mer signatures for virulence plasmids, pathogenicity islands, and chromosomal markers. The workflow supports biosurveillance applications involving BSL-2 and BSL-3 organisms and captures these as unique genomic features.

What inputs do I need to generate a k-mer signature from a pathogen genome?

You need a real pathogen DNA sequence of at least 200 nucleotides, a validated biosafety level of BSL-2 or higher, and a corresponding GenBank accession. These inputs yield a k-mer signature, biosafety level metadata, and unique genomic features.

Does k-mer signature generation work with sequences shorter than 200 nucleotides?

No, k-mer signature generation requires an input DNA sequence of at least 200 nucleotides. You must also provide a GenBank accession and a validated biosafety level of BSL-2 or higher to process the pathogen genome.

What's the best way to capture biosafety level and GenBank metadata for pathogen surveillance?

Capture biosafety level and GenBank metadata by providing a validated BSL-2 or higher designation and a GenBank accession alongside your pathogen DNA sequence. The workflow outputs the signature, biosafety level, and unique genomic features together.