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drugbank-database

8.3

by K-Dense-AI

185Favorites
348Upvotes
0Downvotes

Access and analyze comprehensive drug information from the DrugBank database including drug properties, interactions, targets, pathways, chemical structures, and pharmacology data. This skill should be used when working with pharmaceutical data, drug discovery research, pharmacology studies, drug-drug interaction analysis, target identification, chemical similarity searches, ADMET predictions, or any task requiring detailed drug and drug target information from DrugBank.

pharmaceutical

8.3

Rating

0

Installs

Data & Analytics

Category

Quick Review

Excellent pharmaceutical data skill with comprehensive coverage of DrugBank database capabilities. The description clearly articulates when to use this skill (drug discovery, pharmacology, interaction analysis, etc.). Structure is exemplary - SKILL.md provides a concise, well-organized overview with clear capability areas and workflow examples, while detailed implementation lives in modular reference files. Task knowledge is outstanding with extensive guidance on data access, querying, interaction analysis, target identification, and chemical similarity. The skill addresses complex pharmaceutical informatics tasks (DDI networks, chemical fingerprinting, ADMET prediction, target-based repurposing) that would be token-intensive and error-prone for a CLI agent alone. Novelty is strong as it integrates specialized bioinformatics tools (drugbank-downloader, RDKit, network analysis) and domain expertise. Minor deduction on novelty only because some simpler drug lookup tasks could be handled by general tools, but the integrated workflows and pharmaceutical domain knowledge provide clear value.

LLM Signals

Description coverage9
Task knowledge10
Structure10
Novelty8

GitHub Signals

6,871
818
49
3
Last commit 1 days ago

Publisher

K-Dense-AI

K-Dense-AI

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