数据与复现生物信息与基因组学FreedomIntelligence/OpenClaw-Medical-Skills数据与复现
BI

bio-workflows-outbreak-pipeline

维护者 FreedomIntelligence · 最近更新 2026年4月1日

Pathogen genomics: assembly → typing → phylodynamics → transmission.

OpenClawNanoClaw分析处理复现实验bio-workflows-outbreak-pipeline🧠 bioos extended suitebioos extended bioinformatics suitepathogen

原始来源

FreedomIntelligence/OpenClaw-Medical-Skills

https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-workflows-outbreak-pipeline

维护者
FreedomIntelligence
许可
MIT
最近更新
2026年4月1日

技能摘要

来自 SKILL.md 的关键信息

2 min

核心说明

  • Complete workflow ,用于 genomic epidemiology:,面向 pathogen isolates to transmission networks 、 outbreak characterization。
  • Rscript -e "install.packages('TransPhylo')。

原始文档

SKILL.md 摘录

Prerequisites

conda install -c bioconda mlst abricate snippy iqtree fasttree

pip install treetime transphylo biopython pandas matplotlib

## Step 1a: MLST Typing (Parallel)

```bash
#!/bin/bash
ISOLATES="isolate1.fasta isolate2.fasta isolate3.fasta"
OUTDIR="outbreak_results"
mkdir -p ${OUTDIR}/{mlst,amr,alignment,phylo,transmission}

## Run MLST on all isolates

echo "=== MLST Typing ==="
for fasta in $ISOLATES; do
    sample=$(basename $fasta .fasta)
    mlst $fasta > ${OUTDIR}/mlst/${sample}.mlst.txt
done

适用场景

  • Use bio-workflows-outbreak-pipeline ,用于 genomics 、 bioinformatics workflows。
  • Apply bio-workflows-outbreak-pipeline to sequencing,variant,或 omics analysis tasks。

不适用场景

  • Do not rely on this catalog entry alone ,用于 installation 或 maintenance details。

上游相关技能

  • epidemiological-genomics/pathogen-typing - MLST and cgMLST details
  • epidemiological-genomics/amr-surveillance - AMRFinderPlus, ResFinder
  • epidemiological-genomics/phylodynamics - TreeTime, BEAST2 parameters
  • epidemiological-genomics/transmission-inference - TransPhylo configuration
  • epidemiological-genomics/variant-surveillance - Nextclade for viral outbreaks
  • phylogenetics/modern-tree-inference - IQ-TREE2 model selection

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