ATC/DDD Query Skill

SkillDev tools

Query the WHO ATC/DDD Classification System. Use whenever the user asks about ATC codes, drug classification hierarchy, Defined Daily Doses (DDD), or wants to look up drugs by ATC class or find the ATC code for a drug name.

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 ATC/DDD Query Skill skill

What this skill tells your AI

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

Look up ATC classification and DDD data for drugs. Auto-detects entity type:

Input PatternDetected AsQuery Path
N02BA A10BA02 C09XX01ATC codelocal DDD lookup + RxNav member drugs
aspirin metformindrug nameRxNav ATC classification + local DDD match

ATC code regex: ^[A-Z]\d{2}([A-Z]{1,2}\d{0,2})?$

API

FunctionInputReturns
load_local(path)Excel pathlist[dict] — cached ATC/DDD records
search(entity)single stringdict with entity, entity_type, local_hits, api_hits
search_batch(entities)list of stringsdict[str, dict] — keyed by entity
summarize(result)search result dictcompact LLM-readable text
to_json(result)search result dictJSON string

All functions accept use_api=True|False to toggle RxNav queries (default: on).

Usage

See if __name__ == "__main__" block in 27_ATC_DDD.py for runnable examples:

from importlib import import_module
atc = import_module("27_ATC_DDD")

# Drug name → ATC classes
r = atc.search("aspirin")
print(atc.summarize(r))

# ATC code → member drugs + DDD
r = atc.search("N02BA")
print(atc.summarize(r))

# Batch
results = atc.search_batch(["metformin", "A10BA02", "C09XX01"])

# JSON for pipeline
print(atc.to_json(atc.search("sparsentan")))

Data

  • Local file: ATC_DDD_new and alterations 2026_final.xlsx
  • Columns: atc_code, atc_level_name, new_ddd, unit, adm_route, note
  • Path: DATA_DIR / XLSX_PATH in 27_ATC_DDD.py
  • Remote API: RxNav RxClass (rxnav.nlm.nih.gov/REST/rxclass/)
  • Citation: WHOCC — WHO Collaborating Centre for Drug Statistics Methodology, ATC/DDD Index 2026. https://atcddd.fhi.no/atc_ddd_index/

Signals

GitHub stars
116
Forks
3
Last commit
Aug 2026
Advanced
Item type
skill
Key
x-27-atc-ddd
Source
github.com/qsong-github/drugclaw