DrugCombDB Query Skill

SkillDev tools

Query canonical DrugCombDB combination records. Use when the user asks about drug pairs, synergy values, or cell-line-specific combination evidence.

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

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 DrugCombDB Query Skill skill

What this skill tells your AI

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

Query canonical packaged DrugCombDB CSV rows.

Data

  • Path: resources_metadata/drug_combination/DrugCombDB/drugcombdb.csv
  • Columns: Drug1, Drug2, Cell, Synergy, SynergyType, PMID

API

FunctionInputReturns
load_data(path)CSV pathlist[dict]
search_drug(drug_name, limit)drug namelist[dict]
search_cell_line(cell, limit)cell linelist[dict]
search_drug_pair(drug1, drug2, limit)drug pairlist[dict]
search(entity, limit)free textlist[dict]
search_batch(entities, limit)list of stringsdict[str, list[dict]]
summarize(results, entity)rows + labelcompact text

Usage

Run example.py directly for canonical-path demos.

Signals

GitHub stars
116
Forks
3
Last commit
Aug 2026

ahel review

  • K6low
    bundled executables the agent is told to run

Automated review, not a security audit. Ruleset v1+k2.

Advanced
Item type
skill
Key
drugcombdb-query
Source
github.com/qsong-github/drugclaw