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  2. ✦Backend
  3. ✦Pathml
⏱ Pasting from scattered docs→Backend — one installTrial and error, again→#ai-ml ready to use

Pathml

Computational pathology toolkit for analyzing whole-slide images (WSI) and multiparametric imaging data. Use this skill when working with histopathology slides, H&E stained images, multiplex immunofluorescence (CODEX, Vectra), spatial proteomics, nucleus detection/segmentation, tissue graph construction, or training ML models on pathology data. Supports 160+ slide formats including Aperio SVS, NDPI, DICOM, OME-TIFF for digital pathology workflows.

⚙️ Backend✦Premium script✦7 languages

WHAT YOU BECOME

Use Cases

Perfect for these scenarios

✦ 01🧬

Microbiome diversity analysis

Calculate alpha/beta diversity metrics and visualize microbial community structures

✦ 02🌳

Phylogenetic tree construction

Build and analyze evolutionary relationships using Newick formatted data

✦ 03📊

Ecological ordination plotting

Perform PCoA and PERMANOVA to explore patterns in biological datasets

✦ 04🔍

Sequence alignment processing

Import, analyze, and manipulate FASTA sequences for comparative genomics

MEASURED GAIN

Why Choose This Skill

Proven benefits and measurable impact

80%

Faster diversity calculations

Streamline alpha/beta diversity analysis with optimized scikit-bio algorithms

5x

Quick phylogenetic workflows

Accelerate tree construction and visualization with integrated tools

70%

Reduced data preprocessing

Simplify complex microbiome data handling with unified I/O functions

WHAT YOU GET

What’s Inside

Files, tags and the three-step install

Download or copy the skill file from the source repository.
Put the skill file into Claude's skills directory — ~/.claude/skills/
Restart Claude or run the reload command, and the skill loads automatically.
$ cp K-Dense-AI__claude-scientific-skills/scientific-skills/pathml/Skill.md ~/.claude/skills/

Tip: Read the documentation and the code before first use, so you know what it does and which permissions it needs.

Related tags

#ai-ml#documentation#python

Technical information

Author
K-Dense-AI
Category
Backend
File size
7.25 KB
Source repository
K-Dense-AI__claude-scientific-skills
License
MIT
Metadata
Includes YAML metadata
View GitHub source

TAKE IT WITH YOU

$9.9/month
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All skills come from the open-source community; original authors keep their rights.

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