protein-diagram

GitHub

生成出版级蛋白质分析图表,包括结构域架构、二级结构注释、拉氏图、接触图和多重序列比对可视化。适用于结构生物学和生物信息学工作流,支持PDB/FASTA格式输入及自定义输出样式。

backend/cli/skills/visualization/protein-diagram/SKILL.md synthetic-sciences/openscience

Trigger Scenarios

需要绘制蛋白质结构域架构图 从PDB文件生成二级结构注释轨道 创建拉氏图进行结构质量评估 可视化残基接触热图 展示带颜色编码的多重序列比对

Install

npx skills add synthetic-sciences/openscience --skill protein-diagram -g -y
More Options

Non-standard path

npx skills add https://github.com/synthetic-sciences/openscience/tree/main/backend/cli/skills/visualization/protein-diagram -g -y

Use without installing

npx skills use synthetic-sciences/openscience@protein-diagram

指定 Agent (Claude Code)

npx skills add synthetic-sciences/openscience --skill protein-diagram -a claude-code -g -y

安装 repo 全部 skill

npx skills add synthetic-sciences/openscience --all -g -y

预览 repo 内 skill

npx skills add synthetic-sciences/openscience --list

SKILL.md

Frontmatter
{
    "name": "protein-diagram",
    "license": "MIT",
    "category": "visualization",
    "metadata": {
        "skill-author": "Synthetic Sciences"
    },
    "description": "Publication-quality protein analysis diagrams. Domain architecture maps, secondary structure annotation, Ramachandran plots, contact maps, multiple sequence alignment visualization, and protein feature tracks."
}

Protein Diagram

Generate publication-quality protein analysis diagrams for structural biology, bioinformatics, and drug discovery workflows. This skill provides tools for rendering domain architecture maps, secondary structure annotations, Ramachandran plots, residue contact maps, colored MSA visualizations, and protein feature tracks.

When to Use

  • Domain architecture: Pfam/InterPro-style domain maps showing functional domains, motifs, and regions along a protein sequence.
  • Secondary structure: Helix/sheet/coil annotation tracks from PDB structures or DSSP assignments.
  • Ramachandran plots: Phi/psi dihedral angle scatter plots for structure validation and quality assessment.
  • Contact maps: Residue-residue distance or contact heatmaps from PDB structures for fold analysis.
  • MSA visualization: Colored multiple sequence alignment plots showing conservation, gaps, and consensus.
  • Feature tracks: Annotated protein feature maps showing PTMs, binding sites, mutations, and domain boundaries.

Related Skills

  • structure-prediction: To predict a 3D structure from sequence before visualization.
  • alphafold-database: To retrieve a pre-computed AlphaFold structure for visualization.
  • molecule-visualization: For small-molecule (SMILES) 2D/3D rendering or interactive 3D protein views.

Important

This skill handles protein structures (PDB) and sequences (FASTA). For small-molecule SMILES visualization, use molecule-visualization. For 3D interactive protein views, use molecule-visualization with render_3d.py. For DNA/RNA sequences, use dna-visualization.

Installation

All scripts require Python 3.9+ and the following packages:

# Core (required for most scripts)
pip install biopython matplotlib numpy

# For MSA visualization
pip install pymsaviz

# For secondary structure (DSSP)
pip install dssp  # or install via: apt-get install dssp / conda install -c salilab dssp

# Full installation
pip install biopython matplotlib numpy pymsaviz

Core Workflows

1. Domain Architecture Map (scripts/draw_domain_map.py)

Render a linear domain architecture diagram for a protein.

# From a JSON domain definition
python scripts/draw_domain_map.py \
  --length 450 \
  --domains '[{"name":"SH2","start":10,"end":100,"color":"#e74c3c"},{"name":"Kinase","start":150,"end":400,"color":"#3498db"}]' \
  --output domain_map.png \
  --title "ABL1 Kinase"

# From UniProt ID (fetches InterPro domains)
python scripts/draw_domain_map.py \
  --uniprot P00519 \
  --output abl1_domains.png

# Custom figure size
python scripts/draw_domain_map.py \
  --length 800 \
  --domains domains.json \
  --output domain_map.svg \
  --figsize 12x3 \
  --dpi 300

2. Secondary Structure Annotation (scripts/draw_secondary_structure.py)

Annotate helix/sheet/coil regions from a PDB file using DSSP.

# From PDB file
python scripts/draw_secondary_structure.py \
  --input structure.pdb \
  --output secondary_structure.png \
  --chain A

# With residue numbering
python scripts/draw_secondary_structure.py \
  --input structure.pdb \
  --output ss_track.svg \
  --chain A \
  --show-residue-numbers \
  --title "Lysozyme Secondary Structure"

3. Ramachandran Plot (scripts/draw_ramachandran.py)

Generate phi/psi dihedral angle scatter plots for structure validation.

# Basic Ramachandran plot
python scripts/draw_ramachandran.py \
  --input structure.pdb \
  --output ramachandran.png

# Specific chain with Glycine/Proline highlighting
python scripts/draw_ramachandran.py \
  --input structure.pdb \
  --output ramachandran.svg \
  --chain A \
  --highlight-glycine \
  --highlight-proline \
  --title "Ramachandran — Chain A"

# Show favored/allowed/outlier regions
python scripts/draw_ramachandran.py \
  --input structure.pdb \
  --output ramachandran.png \
  --show-regions \
  --dpi 300

4. Contact Map (scripts/draw_contact_map.py)

Generate residue-residue distance or contact heatmaps.

# Distance matrix from PDB (C-alpha atoms)
python scripts/draw_contact_map.py \
  --input structure.pdb \
  --output contact_map.png \
  --chain A

# Binary contact map with distance cutoff
python scripts/draw_contact_map.py \
  --input structure.pdb \
  --output contacts.svg \
  --chain A \
  --cutoff 8.0 \
  --binary \
  --title "Contact Map — 8Å Cutoff"

# Custom colormap
python scripts/draw_contact_map.py \
  --input structure.pdb \
  --output distance_matrix.png \
  --chain A \
  --cmap viridis_r

5. MSA Visualization (scripts/draw_alignment.py)

Render colored multiple sequence alignment plots.

# From aligned FASTA
python scripts/draw_alignment.py \
  --input alignment.fasta \
  --output msa.png

# With wrapping and conservation bar
python scripts/draw_alignment.py \
  --input alignment.fasta \
  --output msa.svg \
  --wrap 80 \
  --show-conservation \
  --color-scheme Clustal

# Specific region
python scripts/draw_alignment.py \
  --input alignment.fasta \
  --output msa_region.png \
  --start 100 --end 200 \
  --title "Kinase Domain Alignment"

6. Protein Feature Tracks (scripts/draw_features.py)

Annotate protein features (PTMs, binding sites, mutations, variants) along the sequence.

# From a JSON feature definition
python scripts/draw_features.py \
  --length 450 \
  --features '[{"name":"Active site","position":271,"type":"site","color":"red"},{"name":"Phospho-Y412","position":412,"type":"ptm","color":"orange"}]' \
  --output features.png \
  --title "ABL1 Features"

# From UniProt ID (fetches annotated features)
python scripts/draw_features.py \
  --uniprot P00519 \
  --output abl1_features.png

# Multiple feature tracks
python scripts/draw_features.py \
  --length 450 \
  --features features.json \
  --output feature_tracks.svg \
  --figsize 14x6

Script Reference

Script Purpose Key Inputs
draw_domain_map.py Domain architecture diagram Protein length, domain JSON, output path
draw_secondary_structure.py Helix/sheet/coil annotation PDB file, chain ID, output path
draw_ramachandran.py Phi/psi dihedral scatter PDB file, output path
draw_contact_map.py Residue-residue distance heatmap PDB file, chain ID, cutoff, output
draw_alignment.py Colored MSA visualization Aligned FASTA, output path
draw_features.py Protein feature tracks Length, features JSON, output path

Input Formats

Format Extension How to Provide
PDB .pdb File path (for Ramachandran, contact maps, secondary structure)
mmCIF .cif File path (alternative to PDB)
FASTA (aligned) .fasta, .fa File path (for MSA visualization)
Clustal .aln File path (for MSA visualization)
JSON .json File path or inline (for domain/feature definitions)
UniProt ID inline --uniprot P00519 (auto-fetches annotations)

Style Guide

  • Resolution: 300 DPI for print; SVG preferred for publications.
  • Colors: Domain maps use distinct, colorblind-safe colors per domain family. Ramachandran uses standard blue/green/yellow for favored/allowed/generously-allowed regions.
  • Font sizes: 10pt minimum for domain labels; 8pt for residue numbers.
  • Figure dimensions: Domain maps 12x3 inches; Ramachandran 8x8 inches; contact maps 8x8 inches; MSA 14x variable.
  • Ramachandran conventions: Show favored (blue), allowed (green), generously allowed (yellow), and outlier (red/white) regions per Lovell et al. (2003).
  • Contact map colormaps: Use viridis_r or Blues for distance matrices; binary contacts use black/white.

Version History

  • e9844a4 Current 2026-07-11 17:34

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backend/cli/skills/writing/citation-management/SKILL.md
backend/cli/skills/writing/hugging-face-paper-publisher/SKILL.md
backend/cli/skills/writing/latex-posters/SKILL.md
backend/cli/skills/writing/literature-review/SKILL.md
backend/cli/skills/writing/ml-paper-writing/SKILL.md
backend/cli/skills/writing/pptx-posters/SKILL.md
backend/cli/skills/writing/scientific-writing/SKILL.md
backend/cli/skills/writing/venue-templates/SKILL.md
backend/cli/skills/biology/clinical-decision-support/SKILL.md
backend/cli/skills/biology/esm/SKILL.md
backend/cli/skills/biology/lamindb/SKILL.md
backend/cli/skills/biology/pydicom/SKILL.md
backend/cli/skills/coding/exploratory-data-analysis/SKILL.md
backend/cli/skills/coding/matlab/SKILL.md
backend/cli/skills/coding/shap/SKILL.md
backend/cli/skills/coding/sympy/SKILL.md
backend/cli/skills/data-engineering/geopandas/SKILL.md
backend/cli/skills/ml-training/hugging-face-model-trainer/SKILL.md
backend/cli/skills/other/get-available-resources/SKILL.md
backend/cli/skills/other/hugging-face-jobs/SKILL.md
backend/cli/skills/other/iso-13485-certification/SKILL.md

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