drug-photo
Medication photo to personalised PGx dosage card via Claude vision — snap a pill, get genotype-informed guidance
npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill drug-photo --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 📸 Drug Photo 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. ## Why This Exists - **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 ## Core Capabilities 1. **Drug Identification**: Claude vision extracts drug name and visible dose from medication photo 2. **Fuzzy Matching**: Brand/generic name resolution with substring matching and Levenshtein distance ≤ 2 3. **Genotype Lookup**: Reads real 23andMe data (gzip-compressed `.txt.gz` supported) for the relevant gene 4. **Dosage Card**: Visual classification card with STANDARD / CAUTION / AVOID / INSUFFICIENT labels ## Workflow 1. **Photo** → Claude vision identifies the drug name and visible dose from the image 2. **Resolve** → Fuzzy drug name matchi
- Why This Exists
- Core Capabilities
- Workflow
- Supported Drugs (51)
- Classification Labels
- CLI Reference
- Demo
- Output Structure
- Dependencies
- Safety
- Telegram Integration
- Integration with Bio Orchestrator
- Citations
Single drug lookup against real 23andMe data python skills/pharmgx-reporter/pharmgx_reporter.py \ With visible dose context Via ClawBio runner (uses Manuel's real data in --demo mode) python clawbio.py run drugphoto --demo --drug Plavix python clawbio.py run drugphoto --demo --drug sertraline --dose 50mg
What does the drug-photo skill do?
Medication photo to personalised PGx dosage card via Claude vision — snap a pill, get genotype-informed guidance
How do I install it?
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill drug-photo --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From FreedomIntelligence/OpenClaw-Medical-Skills, a repository with 2,909 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.