数据与复现科研绘图与可视化K-Dense-AI/claude-scientific-skills数据与复现
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LatchBio Integration

维护者 K-Dense Inc. · 最近更新 2026年4月1日

LatchBio Integration:Latch是一个Python 框架 ,用于 building 、 deploying bioinformatics workflows as serverless pipelines。 Built on Flyte,create workflows ,支持 @workflow/@task decorators,manage cloud data ,支持 LatchFile/LatchDir,configure resources,、 integrate Nextflow/Snakemake pipelines。

Claude CodeOpenClawNanoClaw分析处理写作整理latchbio-integrationworkflow-platformsintegrationworkflow platforms & cloud execution

原始来源

K-Dense-AI/claude-scientific-skills

https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/latchbio-integration

维护者
K-Dense Inc.
许可
Unknown
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

  • Latch是一个Python 框架 ,用于 building 、 deploying bioinformatics workflows as serverless pipelines. Built on Flyte,create workflows ,支持 @workflow/@task decorators,manage cloud data ,支持 LatchFile/LatchDir,configure resources,、 integrate Nextflow/Snakemake pipelines。
  • python3 -m uv pip install latch。

原始文档

SKILL.md 摘录

Core Capabilities

The Latch platform provides four main areas of functionality:

1. Workflow Creation and Deployment

  • Define serverless workflows using Python decorators
  • Support for native Python, Nextflow, and Snakemake pipelines
  • Automatic containerization with Docker
  • Auto-generated no-code user interfaces
  • Version control and reproducibility

2. Data Management

  • Cloud storage abstractions (LatchFile, LatchDir)
  • Structured data organization with Registry (Projects → Tables → Records)
  • Type-safe data operations with links and enums
  • Automatic file transfer between local and cloud
  • Glob pattern matching for file selection

适用场景

  • 创建 Latch workflow ,用于 RNA-seq analysis。
  • 部署 my pipeline to Latch。
  • Convert my Nextflow pipeline to Latch。
  • Add GPU support to my workflow。

不适用场景

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

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