chembl-database-bioactivity
CommunityQuery ChEMBL for drug discovery data.
Education & Research#drug discovery#bioactivity#target identification#cheminformatics#chembl#molecule search
Authorjaechang-hits
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill allows you to efficiently query the ChEMBL database for bioactive molecules, drug targets, and their associated bioactivity data, streamlining drug discovery and medicinal chemistry research.
Core Features & Use Cases
- Molecule Search: Find compounds by ID, name, or physicochemical properties.
- Target Information: Retrieve details about biological targets.
- Bioactivity Data: Query IC50, Ki, EC50 values and other measurements.
- Structure-Based Search: Perform similarity and substructure searches.
- Drug & Mechanism Data: Access information on approved drugs and their mechanisms.
- Use Case: Identify potential inhibitors for a specific protein target by searching for compounds with low IC50 values against it.
Quick Start
Use the chembl-database-bioactivity skill to find all compounds with an IC50 value less than 100 nM for the EGFR target (CHEMBL203).
Dependency Matrix
Required Modules
chembl_webresource_clientpandas
Components
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: chembl-database-bioactivity Download link: https://github.com/jaechang-hits/SciAgent-Skills/archive/main.zip#chembl-database-bioactivity Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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