skills/claude-scientific-skills
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Add SimPy a process-based discrete-event simulation framework

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Timothy Kassis
2025-10-23 09:26:44 -07:00
parent 92b4e024d1
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README.md
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[![License: PolyForm Noncommercial 1.0.0](https://img.shields.io/badge/License-PolyForm%20Noncommercial-blue.svg)](LICENSE.md)
[![GitHub Stars](https://img.shields.io/github/stars/K-Dense-AI/claude-scientific-skills?style=social)](https://github.com/K-Dense-AI/claude-scientific-skills)
[![Skills](https://img.shields.io/badge/Skills-77%2B-brightgreen.svg)](#what-s-included)
[![Skills](https://img.shields.io/badge/Skills-78%2B-brightgreen.svg)](#what-s-included)
[![Workflows](https://img.shields.io/badge/Workflows-122-orange.svg)](#what-s-included)
A comprehensive collection of ready-to-use scientific skills for Claude, curated by the K-Dense team.
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| Category | Count | Description |
|----------|-------|-------------|
| 📊 **Scientific Databases** | 25 | PubMed, PubChem, UniProt, ChEMBL, COSMIC, AlphaFold DB, bioRxiv, and more |
| 🔬 **Scientific Packages** | 46 | BioPython, RDKit, PyTorch, Scanpy, scvi-tools, ESM, and specialized tools |
| 🔬 **Scientific Packages** | 47 | BioPython, RDKit, PyTorch, Scanpy, scvi-tools, ESM, SimPy, and specialized tools |
| 🔌 **Scientific Integrations** | 6 | Benchling, DNAnexus, Opentrons, LabArchives, LatchBio, OMERO |
| 🛠️ **Scientific Helpers** | 2 | Context initialization and resource detection utilities |
| 📚 **Documented Workflows** | 122 | Ready-to-use examples and reference materials |
@@ -248,7 +248,7 @@ network visualizations. Finally, search GEO for similar expression patterns acro
---
### 🔬 Scientific Packages
**44 specialized Python packages** organized by domain.
**46 specialized Python packages** organized by domain.
📖 **[Full Package Documentation →](docs/scientific-packages.md)**
@@ -290,9 +290,9 @@ network visualizations. Finally, search GEO for similar expression patterns acro
</details>
<details>
<summary><strong>Data Analysis & Visualization (5 packages)</strong></summary>
<summary><strong>Data Analysis & Visualization (6 packages)</strong></summary>
- Dask, Matplotlib, Polars, ReportLab, Seaborn
- Dask, Matplotlib, Polars, ReportLab, Seaborn, SimPy
</details>