Data & ReproBioinformatics & GenomicsFreedomIntelligence/OpenClaw-Medical-SkillsData & Reproduction
BI

bio-batch-processing

Maintainer FreedomIntelligence · Last updated April 1, 2026

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

OpenClawNanoClawAnalysisReproductionbio-batch-processing🧬 bioinformatics (gptomics bio-* suite)bioinformatics — sequencing & read qcprocess

Original source

FreedomIntelligence/OpenClaw-Medical-Skills

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

Maintainer
FreedomIntelligence
License
MIT
Last updated
April 1, 2026

Skill Snapshot

Key Details From SKILL.md

2 min

Key Notes

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

Source Doc

Excerpt From SKILL.md

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+):

Use cases

  • Use when working with many files, merging/splitting sequences, or automating file operations across directories.

Not for

  • Do not rely on this catalog entry alone for installation or maintenance details.

Upstream Related Skills

  • 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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