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Support for writing and executing MATLAB/Octave scripts
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README.md
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README.md
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# Claude Scientific Skills
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[](LICENSE.md)
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[](#whats-included)
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[](#whats-included)
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> 💼 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!
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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.
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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.
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These skills enable Claude to seamlessly work with specialized scientific libraries, databases, and tools across multiple scientific domains:
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- 🧬 Bioinformatics & Genomics - Sequence analysis, single-cell RNA-seq, gene regulatory networks, variant annotation, phylogenetic analysis
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## 📦 What's Included
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This repository provides **138 scientific skills** organized into the following categories:
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This repository provides **139 scientific skills** organized into the following categories:
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- **28+ Scientific Databases** - Direct API access to OpenAlex, PubMed, bioRxiv, ChEMBL, UniProt, COSMIC, ClinicalTrials.gov, and more
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- **55+ Python Packages** - RDKit, Scanpy, PyTorch Lightning, scikit-learn, BioPython, BioServices, PennyLane, Qiskit, and others
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- **Multi-Step Workflows** - Execute complex pipelines with a single prompt
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### 🎯 **Comprehensive Coverage**
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- **138 Skills** - Extensive coverage across all major scientific domains
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- **139 Skills** - Extensive coverage across all major scientific domains
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- **28+ Databases** - Direct access to OpenAlex, PubMed, bioRxiv, ChEMBL, UniProt, COSMIC, and more
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- **55+ Python Packages** - RDKit, Scanpy, PyTorch Lightning, scikit-learn, BioServices, PennyLane, Qiskit, and others
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## 📚 Available Skills
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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.
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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.
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### Skill Categories
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- Astronomy: Astropy
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- Quantum computing: Cirq, PennyLane, Qiskit, QuTiP
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#### ⚙️ **Engineering & Simulation** (3 skills)
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#### ⚙️ **Engineering & Simulation** (4 skills)
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- Numerical computing: MATLAB/Octave
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- Computational fluid dynamics: FluidSim
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- Discrete-event simulation: SimPy
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- Data processing: Dask, Polars, Vaex
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