Skills for Real Engineers. Straight from my .agents directory.
biopython
Agent skill fromforyourhealth111-pixel/Vibe-Skills
Primary retained Python toolkit for molecular biology sequence work. Preferred for sequence manipulation, FASTA/FASTQ/GenBank parsing, Bio.Entrez, BLAST workflows, alignments, structures, and phylogenetics. For biological database evidence lookup, use bio-database-evidence. For single-cell workflows use scanpy. For direct literature REST API, use pubmed-database.
How to install biopython
npx skills add foryourhealth111-pixel/Vibe-Skills# or add only this skill to Claude Code: copy the folder
bundled/skills/biopython/
# into
~/.claude/skills/biopython/ (all projects)
.claude/skills/biopython/ (one project)
1# Biopython: Computational Molecular Biology in Python23## Overview45Biopython is a comprehensive set of freely available Python tools for biological computation. It provides functionality for sequence manipulation, file I/O, database access, structural bioinformatics, phylogenetics, and many other bioinformatics tasks. The current version is **Biopython 1.85** (released January 2025), which supports Python 3 and requires NumPy.67## When to Use This Skill89Use this skill when:1011- Working with biological sequences (DNA, RNA, or protein)12- Reading, writing, or converting biological file formats (FASTA, GenBank, FASTQ, PDB, mmCIF, etc.)13- Accessing NCBI databases (GenBank, PubMed, Protein, Gene, etc.) via Entrez14- Running BLAST searches or parsing BLAST results15- Performing sequence alignments (pairwise or multiple sequence alignments)16- Analyzing protein structures from PDB files17- Creating, manipulating, or visualizing phylogenetic trees18- Finding sequence motifs or analyzing motif patterns19- Calculating sequence statistics (GC content, molecular weight, melting temperature, etc.)20- Performing structural bioinformatics tasks21- Working with population genetics data22- Any other computational molecular biology task23…
Excerpt shown under the repository's Apache-2.0 license.
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