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-batch-processing

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

Process multiple sequence files in batch using Biopython. Use when working with many files, merging/splitting sequences, or automating file operations across directories.

OpenClawNanoClaw分析处理复现实验bio-batch-processing🧬 bioinformatics (gptomics bio-* suite)bioinformatics — sequencing & read qcprocess

原始来源

FreedomIntelligence/OpenClaw-Medical-Skills

https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-batch-processing

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

  • Python:SeqIO.parse(),Path.glob() (BioPython,pathlib)。
  • Process all my sequence files in directory" → Iterate,merge,split,convert,、 generate summary statistics across multiple sequence files. Python:SeqIO.parse(),Path.glob() (BioPython,pathlib)。
  • Process multiple sequence files efficiently ,使用 Biopython。

原始文档

SKILL.md 摘录

Merge with Source Tracking

Goal: Combine sequences from multiple files into one, tagging each record with its source filename.

Approach: Stream records from each file through a generator that appends source metadata to the description.

Reference (BioPython 1.83+):

Split by Number of Records

Goal: Divide a large sequence file into smaller chunks of N records each.

Approach: Consume the iterator in fixed-size batches using islice, writing each batch to a numbered output file.

Reference (BioPython 1.83+):

Split by Sequence ID Prefix

Goal: Group sequences into separate files based on a shared ID prefix (e.g., sample or chromosome).

Approach: Parse all records into a prefix-keyed dictionary, then write each group to its own file.

Reference (BioPython 1.83+):

适用场景

  • 适合在working ,支持 many files,merging/splitting sequences,或 automating file operations across directories时使用。

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

  • read-sequences - Core parsing functions for each file
  • write-sequences - Write processed outputs
  • sequence-statistics - Generate per-file statistics
  • format-conversion - Batch format conversion
  • compressed-files - Handle compressed files in batch
  • database-access - Batch download sequences from NCBI

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