TypingMindTypingMindThe best frontend for AI
Openfda Human Drug logo

Openfda Human Drug

Community
QSong-github
openfda-human-drug

Query FDA drug labeling data via openFDA. Use whenever the user asks about drug prescribing information — indications, warnings, dosage, adverse reactions, contraindications, or administration routes. Supports single or batch lookup by brand/generic name or by indication/condition.

Overview

PublisherQSong-github
RepositoryDrugClaw
Skill nameopenfda-human-drug
Stars
118
Forks
3
Bundled files
4
Links
Skill sourceRepositoryHomepage
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 4 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by QSong-github on GitHub. Read the source before you install it.

Installation

Install the Openfda Human Drug AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_labeling/openfda
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/QSong-github/DrugClaw.git /tmp/DrugClaw
mkdir -p .claude/skills
cp -r /tmp/DrugClaw/skills/drug_labeling/openfda .claude/skills/openfda-human-drug
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Openfda Human Drug in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Openfda Human Drug on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Openfda Human Drug is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

openFDA Human Drug Skill

Query structured SPL (Structured Product Labeling) data from the FDA. No API key needed (≤1 000 req/day).

Input → Detection

Input ExampleRouted To
"ASPIRIN" or ["METFORMIN","LISINOPRIL"]search_drug — brand/generic name lookup
"hypertension" or ["diabetes","migraine"]search_by_indication — indication text search
(no input)count_by_route — top administration routes

All search functions accept a single string or a list of strings.

API

FunctionInputReturns
search_drug(query, limit)str | list[str], int{term: [label_dicts]}
search_by_indication(query, limit)str | list[str], int{condition: [label_dicts]}
count_by_route(top_n)int[{term, count}]
summarize(results)dict from abovecompact multi-line text

Each label_dict contains: brand_name, generic_name, manufacturer, route, substance_name, product_type, indications, contraindications, warnings, dosage, adverse_reactions.

Usage

See if __name__ == "__main__" block in 05_openFDA_Human_Drug.py for runnable examples covering: single drug, batch drugs, single indication, batch indications, route counts, and raw JSON output.

Notes

  • Long text fields (indications, warnings, etc.) are truncated to keep payloads concise.
  • On HTTP/query errors the result dict contains an error key for that term.
  • Endpoint: https://api.fda.gov/drug/label.json

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Openfda Human Drug AI skill do?

Query FDA drug labeling data via openFDA. Use whenever the user asks about drug prescribing information — indications, warnings, dosage, adverse reactions, contraindications, or administration routes. Supports single or batch lookup by brand/generic name or by indication/condition.

Why use Openfda Human Drug on TypingMind?

Because you install it once and use it with any model. Openfda Human Drug is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Openfda Human Drug in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_labeling/openfda. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Openfda Human Drug?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Openfda Human Drug?

As many as you like. As long as a model supports skills, you can use Openfda Human Drug with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Openfda Human Drug AI skill free?

It is published on GitHub by QSong-github. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

Related AI Skills

View all
mattpocock logo

Domain Modeling

mattpocock
CommunityPopular

Build and sharpen a project's domain model. Use when discussing codebase terminology, writing or editing a CONTEXT.md, or recording or editing an ADR.

22.3K
264.4K
3 files
View
mattpocock logo

Writing Fragments

mattpocock
CommunityPopular

Writing, explore: mine raw fragments, no structure yet.

22.3K
264.4K
1 files
View
mattpocock logo

Writing For Agents

mattpocock
CommunityPopular

Writing documents for agents. Use when creating or editing skills, or modifying AGENTS.md or CLAUDE.md.

22.3K
264.4K
2 files
View
NousResearch logo

Auteur

NousResearch
OrganizationPopular

Design and build cinematic, award-level web pages.

53.5K
250.4K
25 files
View

Set up your own AI workspace now

Get notified about new features and future giveaways by subscribing to our newsletter 👇