Support for writing and executing MATLAB/Octave scripts

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Timothy Kassis
2026-01-05 10:15:22 -08:00
parent 9827af22ad
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12 changed files with 4439 additions and 7 deletions

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# Claude Scientific Skills
[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE.md)
[![Skills](https://img.shields.io/badge/Skills-138-brightgreen.svg)](#whats-included)
[![Skills](https://img.shields.io/badge/Skills-139-brightgreen.svg)](#whats-included)
> 💼 For substantially more advanced capabilities including end-to-end research workflows built on top of Claude Scientific Skills, compute infrastructure, and publication quality outputs, check out [k-dense.ai](https://k-dense.ai/) and sign up for [K-Dense Web](https://app.k-dense.ai). One of the world's most advanced AI co-scientists. It's free to get started!
A comprehensive collection of **138 ready-to-use scientific skills** for Claude, created by the K-Dense team. Transform Claude into your AI research assistant capable of executing complex multi-step scientific workflows across biology, chemistry, medicine, and beyond.
A comprehensive collection of **139 ready-to-use scientific skills** for Claude, created by the K-Dense team. Transform Claude into your AI research assistant capable of executing complex multi-step scientific workflows across biology, chemistry, medicine, and beyond.
These skills enable Claude to seamlessly work with specialized scientific libraries, databases, and tools across multiple scientific domains:
- 🧬 Bioinformatics & Genomics - Sequence analysis, single-cell RNA-seq, gene regulatory networks, variant annotation, phylogenetic analysis
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## 📦 What's Included
This repository provides **138 scientific skills** organized into the following categories:
This repository provides **139 scientific skills** organized into the following categories:
- **28+ Scientific Databases** - Direct API access to OpenAlex, PubMed, bioRxiv, ChEMBL, UniProt, COSMIC, ClinicalTrials.gov, and more
- **55+ Python Packages** - RDKit, Scanpy, PyTorch Lightning, scikit-learn, BioPython, BioServices, PennyLane, Qiskit, and others
@@ -80,7 +80,7 @@ Each skill includes:
- **Multi-Step Workflows** - Execute complex pipelines with a single prompt
### 🎯 **Comprehensive Coverage**
- **138 Skills** - Extensive coverage across all major scientific domains
- **139 Skills** - Extensive coverage across all major scientific domains
- **28+ Databases** - Direct access to OpenAlex, PubMed, bioRxiv, ChEMBL, UniProt, COSMIC, and more
- **55+ Python Packages** - RDKit, Scanpy, PyTorch Lightning, scikit-learn, BioServices, PennyLane, Qiskit, and others
@@ -337,7 +337,7 @@ networks, and search GEO for similar patterns.
## 📚 Available Skills
This repository contains **138 scientific skills** organized across multiple domains. Each skill provides comprehensive documentation, code examples, and best practices for working with scientific libraries, databases, and tools.
This repository contains **139 scientific skills** organized across multiple domains. Each skill provides comprehensive documentation, code examples, and best practices for working with scientific libraries, databases, and tools.
### Skill Categories
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- Astronomy: Astropy
- Quantum computing: Cirq, PennyLane, Qiskit, QuTiP
#### ⚙️ **Engineering & Simulation** (3 skills)
#### ⚙️ **Engineering & Simulation** (4 skills)
- Numerical computing: MATLAB/Octave
- Computational fluid dynamics: FluidSim
- Discrete-event simulation: SimPy
- Data processing: Dask, Polars, Vaex