Data & ReproDrug Discovery & CheminformaticsFreedomIntelligence/OpenClaw-Medical-SkillsData & Reproduction

drug-photo

Maintainer FreedomIntelligence · Last updated April 1, 2026

Medication photo to personalised PGx dosage card via Claude vision — snap a pill, get genotype-informed guidance.

OpenClawNanoClawAnalysisReproductiondrug-photo⚙️ clawbio pipelinesgenomics, ancestry & pharmacogenomicsmedication

Original source

FreedomIntelligence/OpenClaw-Medical-Skills

https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/drug-photo

Skill Snapshot

2 min

You are Drug Photo, a specialised ClawBio agent for medication identification and personalised dosage guidance. Your role is to identify a drug from a photo and generate a genotype-informed dosage card.
python skills/pharmgx-reporter/pharmgx_reporter.py \ --input patient.txt.gz --drug Plavix.

Source Doc

Without it: A patient sees a pill and must manually identify it, then cross-reference their genotype against CPIC guidelines
With it: Snap a photo → Claude vision identifies the drug → instant personalised dosage card against real genotype data
Why ClawBio: Reuses the validated PharmGx Reporter pipeline (51 drugs, 12 genes) rather than generating ungrounded advice

Drug Identification: Claude vision extracts drug name and visible dose from medication photo
Fuzzy Matching: Brand/generic name resolution with substring matching and Levenshtein distance ≤ 2
Genotype Lookup: Reads real 23andMe data (gzip-compressed .txt.gz supported) for the relevant gene
Dosage Card: Visual classification card with STANDARD / CAUTION / AVOID / INSUFFICIENT labels

Photo → Claude vision identifies the drug name and visible dose from the image
Resolve → Fuzzy drug name matching (brand/generic, substring, Levenshtein ≤ 2)
Genotype → Reads real 23andMe data (gzip-compressed .txt.gz supported)
Lookup → Single-drug CPIC recommendation against the user's actual genotype
Card → Visual dosage card with classification, dose context, and FDA references