RepurposeDrugs Query Skill

SkillDatabases & data

Query the RepurposeDrugs single-agent drug repurposing database. Use whenever the user asks about drug-disease repurposing associations, clinical trial phases for repurposed drugs, or wants to look up any entity (drug name, disease name, NCT ID) in RepurposeDrugs.

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Account requirements not reviewed. Check the skill instructions before use; ahel provides instructions and does not run this skill.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the RepurposeDrugs Query Skill skill

What this skill tells your AI

The instructions your AI receives, as published by qsong-github/drugclaw in skills/drug_repurposing/repurposedrugs/SKILL.md and read by ahel’s review.

Search canonical drug-disease repurposing rows. Auto-detects query type by pattern:

Input Pattern	Detected As	Match Logic
`34567890`	PMID	exact on `pmid`
anything else	free text	substring on `drug` OR `disease`

API

Function	Input	Returns
`load_data(path)`	CSV path	`list[dict]`
`search(rows, entity)`	single entity string	`list[dict]`
`search_batch(rows, entities)`	list of entity strings	`dict[str, list[dict]]`
`summarize(hits, entity)`	rows + label	compact text
`to_json(hits)`	rows	`list[dict]`

Usage

See if __name__ == "__main__" block in example.py for runnable examples.

Data

Source: RepurposeDrugs normalized full-package output
URL: https://repurposedrugs.org/
Local file: repurposedrugs.csv
Columns: drug, disease, score, status, pmid
Path: resources_metadata/drug_repurposing/RepurposeDrugs/repurposedrugs.csv

Signals

GitHub stars: 116
Forks: 3
Last commit: Aug 2026

Advanced

Item type: skill
Key: repurposedrugs-query
Source: github.com/qsong-github/drugclaw

github.com/qsong-github/drugclaw

RepurposeDrugs Query Skill

What this skill tells your AI

API

Usage

Data

Signals

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