Do I need a DrugBank account to use this skill?

Yes, you need a free account from go.drugbank.com to obtain the necessary credentials for the drugbank-downloader package used by this skill.

Is this skill suitable for clinical decision making?

While it provides detailed interaction and pharmacological data, this skill is intended for research and development purposes and should always be validated by medical professionals.

What Python libraries are required for this skill?

The skill utilizes drugbank-downloader, pandas for data manipulation, RDKit for cheminformatics, and NetworkX for interaction network analysis.

Can this skill predict drug toxicity?

Yes, the skill can extract pharmacology data and use integrated tools like RDKit to calculate physicochemical properties and perform ADMET predictions related to toxicity.

DrugBank Database & Pharmacology Analysis

Name: DrugBank Database & Pharmacology Analysis
Author: Activer007

byActiver007

0•

Data Science & ML

Access and analyze comprehensive pharmaceutical data from DrugBank for drug discovery, pharmacology research, and chemical property analysis.

This skill provides programmatic access to the DrugBank database, enabling users to perform sophisticated drug discovery research and pharmacological studies directly within Claude Code. It facilitates the extraction of detailed information on over 9,000 drug entries, including chemical properties, molecular structures, and complex drug-drug interactions. By integrating with Python libraries like RDKit and NetworkX, the skill allows for advanced tasks such as molecular similarity searches, pathway mapping, and safety risk assessment, making it an essential tool for bioinformaticians, pharmacologists, and researchers working on clinical decision support systems.

Key Features

01Programmatic access and automated downloading of specified DrugBank database versions.

02Mapping drugs to biological targets, metabolic enzymes, and protein pathways.

03Structure-based similarity searches and ADMET property prediction for drug repurposing.

04Extraction of chemical properties, SMILES/InChI structures, and pharmacology data.

05Advanced drug-drug interaction (DDI) analysis with network visualization and risk scoring.

060 GitHub stars

Use Cases

01Building safety monitoring systems to analyze complex polypharmacy regimens for adverse interactions.

02Identifying drug repurposing candidates through target-protein interaction and structural similarity analysis.

03Automating data extraction for pharmacological research, literature reviews, and cheminformatics pipelines.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add activer007/ordinary-claude-skills drugbank-database

For use in Claude.ai and ChatGPT

Download Skill