biopython SKILL.md skillA

biopython from marielynneblock/arcanum-artifex is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add marielynneblock/arcanum-artifex/biopython@git:20260710.0115f49

Pins git:20260710.0115f49 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
marielynneblock/arcanum-artifex
Path
skills/scientific/biopython/SKILL.md
Versions recorded
5
Latest version
git:20260710.0115f49, committed Jul 10, 2026
First version recorded
Apr 6, 2026
Size
13,828 bytes
Repository stars
4
License
none declared

Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use bioservices.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Biopython: Computational Molecular Biology in Python

## Overview

Biopython 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.

## When to Use This Skill

Use this skill when:

- Working with biological sequences (DNA, RNA, or protein)
- Reading, writing, or converting biological file formats (FASTA, GenBank, FASTQ, PDB, mmCIF, etc.)
- Accessing NCBI databases (GenBank, PubMed, Protein, Gene, etc.) via Entrez
- Running BLAST searches or parsing BLAST results
- Performing sequence alignments (pairwise or multiple sequence alignments)
- Analysing protein structures from PDB files
- Creating, manipulating, or visualising phylogenetic trees
- Finding sequence motifs or analysing motif patterns
- Calculating sequence statistics (GC content, molecular weight, melting temperature, etc.)
- Performing structural bioinformatics tasks
- Working with population genetics data
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add marielynneblock/arcanum-artifex/biopython@sha256:de9503cdddddaff1

The line at the top of this page pins the label git:20260710.0115f49, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ukxzzieq5ueftcqa.svg)](https://markdownregistry.com/a/art_ukxzzieq5ueftcqa)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Apr 6, 2026 and Jul 10, 2026, about one every 24 days.

versioncommittedcommitsizeaudit
git:20260710.0115f49 latest2026-07-10 0115f49 13,828 BA view · diff
git:20260710.d1b3aa82026-07-10 d1b3aa8 13,828 BA view · diff
git:20260710.ffb34002026-07-10 ffb3400 13,828 BA view · diff
git:20260515.b861afb2026-05-15 b861afb 13,828 BA view · diff
git:20260406.05dff342026-04-06 05dff34 13,829 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (13828 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

marielynneblock/arcanum-artifex · 4 stars · license none declared · pushed 2026-09-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ukxzzieq5ueftcqa
GET https://markdownregistry.com/api/v1/resolve?ref=marielynneblock/arcanum-artifex/biopython
GET https://markdownregistry.com/api/v1/blob/de9503cdddddaff1a71952ffb56043b734090f1a8aafd880a6a686dba56366da

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from marielynneblock/arcanum-artifex

asset-frontmatter-check SKILL.md skill
marielynneblock/arcanum-artifex · .github/skills/asset-frontmatter-check/SKILL.md · Validate YAML frontmatter of Copilot customisation assets in this lab (SKILL.md, WORKFLOW.md, *.agent.md…
v1.0.0 · audit A · 4 stars
asset-self-containment-check SKILL.md skill
marielynneblock/arcanum-artifex · .github/skills/asset-self-containment-check/SKILL.md · Check that a Copilot customisation asset (skill, workflow, agent, instruction, or prompt folder) stays standalone and…
v1.0.0 · audit A · 4 stars
markdown-link-auditor SKILL.md skill
marielynneblock/arcanum-artifex · .github/skills/markdown-link-auditor/SKILL.md · Audit Markdown links, images, and local anchors for broken relative references. Use when reviewing documentation…
v1.1.0 · audit A · 4 stars
agent-governance-patterns SKILL.md skill
marielynneblock/arcanum-artifex · skills/agentic/agent-governance-patterns/SKILL.md · Design and implement governance controls for tool-using and multi-agent AI systems, including policy enforcement…
git:20260710.0115f49 · audit A · 4 stars
agent-owasp-compliance SKILL.md skill
marielynneblock/arcanum-artifex · skills/agentic/agent-owasp-compliance/SKILL.md · Assess tool-using and multi-agent AI systems against OWASP ASI-style controls, mapping evidence to prompt injection…
git:20260710.0115f49 · audit A · 4 stars
agent-supply-chain SKILL.md skill
marielynneblock/arcanum-artifex · skills/agentic/agent-supply-chain/SKILL.md · Review, generate, and verify supply-chain integrity controls for AI agent tools, plugins, MCP servers, skills, prompts…
git:20260520.f6c6e91 · audit A · 4 stars
agentic-eval SKILL.md skill
marielynneblock/arcanum-artifex · skills/agentic/agentic-eval/SKILL.md · Use when designing and implementing evaluation loops for AI agents, including reflection, evaluator-optimiser patterns…
git:20260624.0a2f9fa · audit A · 4 stars
ai-ready SKILL.md skill
marielynneblock/arcanum-artifex · skills/agentic/ai-ready/SKILL.md · Guide users to review and install the external ai-ready skill from its upstream repository. Use when the user asks to…
git:20260710.0115f49 · audit A · 4 stars
copilot-cli-quickstart SKILL.md skill
marielynneblock/arcanum-artifex · skills/agentic/copilot-cli-quickstart/SKILL.md · Beginner-friendly interactive tutorial for GitHub Copilot CLI concepts, slash commands, permissions, file context…
git:20260710.0115f49 · audit F · 4 stars
eval-driven-dev SKILL.md skill
marielynneblock/arcanum-artifex · skills/agentic/evaluation/eval-driven-dev/SKILL.md · Build an automated evaluation pipeline that tests a Python LLM application end-to-end with pixie test — real code…
v0.8.4 · audit A · 4 stars
first-ask SKILL.md skill
marielynneblock/arcanum-artifex · skills/agentic/first-ask/SKILL.md · Interactive task-refinement workflow that clarifies scope, deliverables, and constraints before carrying out the task…
git:20260710.0115f49 · audit A · 4 stars
generate-custom-instructions-from-codebase SKILL.md skill
marielynneblock/arcanum-artifex · skills/agentic/generate-custom-instructions-from-codebase/SKILL.md · Generate GitHub Copilot migration instructions by comparing two project versions and extracting conventions for…
git:20260710.0115f49 · audit A · 4 stars

Every file in marielynneblock/arcanum-artifex

Other files named biopython

biopython SKILL.md skill
k-dense-ai/scientific-agent-skills · skills/biopython/SKILL.md · Provides Biopython workflows for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and…
v1.5 · audit A · 56,497 stars
biopython SKILL.md skill
foryourhealth111-pixel/vibe-skills · bundled/skills/biopython/SKILL.md · Primary retained Python toolkit for molecular biology sequence work. Preferred for sequence manipulation…
git:20260430.784fe8b · audit A · 3,805 stars
biopython SKILL.md skill
aicodedecode/awesome-muse-skills · skills-imported/biopython/SKILL.md · Primary Python toolkit for molecular biology. Preferred for Python-based PubMed/NCBI queries (Bio.Entrez), sequence…
git:20260927.806f3e1 · audit A · 53 stars
biopython SKILL.md skill
fabioc-aloha/alex_skill_mall · plugins/bioinformatics/biopython/skills/biopython/SKILL.md · Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB)…
git:20260728.6d4ccd2 · audit A · 5 stars

Browse by kind, by grade A, or by owner.