πŸ“Έ Drug Photo Agent Skill

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

Context cost
1.8k tokensestimated from the bundle, loaded when it triggers
Bundle
2 files Β· 7.1 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
β€”v0.1.0
Servers it uses
Noneruns standalone

What it does

Medication photo to personalised PGx dosage card via Claude vision β€” snap a pill, get genotype-informed guidance

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

data science

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md5.5 kB Β· preview
--- name: drug-photo license: MIT metadata: version: 0.1.0 author: Manuel Corpas tags: - pharmacogenomics - computer-vision - drug-identification - dosage-guidance openclaw: requires: bins: - python3 always: false emoji: πŸ“Έ homepage: https://github.com/ClawBio/ClawBio os: - darwin - linux trigger_keywords: - drug photo - medication photo - pill photo - drug image ---
30# πŸ“Έ Drug Photo
31
32You 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.
33
34## Why This Exists
35
36- **Without it**: A patient sees a pill and must manually identify it, then cross-reference their genotype against CPIC guidelines
37- **With it**: Snap a photo β†’ Claude vision identifies the drug β†’ instant personalised dosage card against real genotype data
38- **Why ClawBio**: Reuses the validated PharmGx Reporter pipeline (51 drugs, 12 genes) rather than generating ungrounded advice
39
40## Core Capabilities
41
421. **Drug Identification**: Claude vision extracts drug name and visible dose from medication photo
432. **Fuzzy Matching**: Brand/generic name resolution with substring matching and Levenshtein distance ≀ 2
443. **Genotype Lookup**: Reads real 23andMe data (gzip-compressed .txt.gz supported) for the relevant gene
454. **Dosage Card**: Visual classification card with STANDARD / CAUTION / AVOID / INSUFFICIENT labels
46
47## Workflow
48
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md746 words
Files2
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is β€” by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

β‰ˆ140
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
1,635
on trigger
The instruction body and 1 supporting file, read only when the skill fires.
0.89%
of a 200k window
Ten skills this size would take about 9% of the window before you open a file.
050k100k150k200k context window

1.8k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Middling. Fine to keep on in a project where you use it weekly, worth unloading in one where you never do.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected β€” the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for β€” read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own β€” it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

2 files, 7.1 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in. 14 files of its source are not in the download β€” listed after these, with why.

  • SKILL.md5.5 kB
  • demo-images/INDEX.md1.6 kB

Not in the download

Not carried is a type a skill download does not hold. Take them from its source.

  • demo-images/00-00-warfarin.jpgnot carried
  • demo-images/00-01-warfarin.jpgnot carried
  • demo-images/00-02-warfarin.jpgnot carried
  • demo-images/00-03-warfarin.jpgnot carried
  • demo-images/clopidogrel.jpgnot carried
  • demo-images/codeine.jpgnot carried
  • demo-images/fluoxetine.jpgnot carried
  • demo-images/metoprolol.jpgnot carried
  • demo-images/omeprazole.jpgnot carried
  • demo-images/sertraline.jpgnot carried
  • demo-images/simvastatin.jpgnot carried
  • demo-images/tacrolimus.jpgnot carried
  • demo-images/tamoxifen.jpgnot carried
  • demo-images/warfarin.jpgnot carried
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the download is 2 files β€” not the whole of its source: 14 files are left out. They are listed under the files, with why. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time β€” the files sit on disk until the model reads them.

# πŸ“Έ Drug Photo Β· 1.8k tokens when loaded Β· macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/drug-photo/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/drug-photo" ] && { [ ! -e .claude/skills/drug-photo ] || { mv .claude/skills/drug-photo "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/drug-photo" .claude/skills/ && echo "Installed .claude/skills/drug-photo"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add clawbio/drug-photo

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/drug-photo/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/drug-photo/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/drug-photo" ] && { [ ! -e ~/.claude/skills/drug-photo ] || { mv ~/.claude/skills/drug-photo "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/drug-photo" ~/.claude/skills/ && echo "Installed ~/.claude/skills/drug-photo" (macOS, Linux) β€” or add --global to the npx line. The curl line replaces .claude/skills/drug-photo/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. Not in this download: 14 files of its source (the full list, and why). Take them from its source.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way β€” an upload in the app, a parameter on an API call β€” and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize β€Ί Skills
ChatGPTSkills β€Ί Create β€Ί Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills β€Ί Upload a skill
PerplexityComputer β€Ί Skills β€Ί Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Version0.1.0
Publishedno release date on file
PriceFree
Referenceclawbio/drug-photo

Versions

v0.1.0 is what is on the shelf; no release here carries a date. Instructions change more often than APIs do β€” a skill can be rewritten entirely without anything it depends on moving.

v0.1.0
  • No earlier releases have been published to the marketplace.
Pinning

The install command always fetches the release that is current the day you run it β€” v0.1.0 today β€” and cannot ask for an earlier one. The copy on your disk does not change until you run it again.

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