Introduction

Hospital pharmacists and pharmaceutical content operators often have to strike a balance between drug package inserts, clinical guidelines, and patient readability. For a single medication, they must clearly state indications and precautions while avoiding rigid, direct copies of the manual that may sound too clinical. Manual retrieval, rewriting, and formatting consume a significant amount of time, and the phrasing conventions vary across different categories (prescription drugs, OTC, biologics, targeted therapies, etc.).

The following is an introduction to the community Skill “Hospital AI Pharmacist” on SkillHub. It integrates “drug insert information retrieval” and “popular science articles / patient education copywriting” into a single Agent workflow, which can be triggered in a conversation based on requirements.

What is this

“Hospital AI Pharmacist” is a professional Skill located at the SkillHub coordinate @user_0de3db6b/hospital-ai-pharmacist. It is version 1.0.0, sourced from the community, and maintained by the publisher user_0de3db6b; the SkillHub page attributes the authorship to 红楼药师 (Red Chamber Pharmacist).

One-sentence positioning: An expert hospital AI pharmacist dedicated to generating drug science popularization tweets and providing pharmaceutical information services. This Skill is triggered by the Agent when generating drug science articles, medication guidance, patient education materials, or content for hospital pharmacist official accounts. It declares support for the retrieval of insert information and the creation of science content for any medication (prescription drugs, OTC, biologics, targeted therapies, etc.).

Core Functions

The following capabilities are derived from the SkillHub profile and page description; details not appearing in the materials are not expanded upon.

  1. Trigger Scenarios: Enabled when a user requests drug science articles, medication guidance, patient education, or pharmacist official account content.
  2. Drug Scope: Not limited to a single category; covers prescription drugs, OTC, biologics, targeted therapies, etc.
  3. Work Focus: Retrieval of insert-related information, combined with the generation of patient-facing science and guidance copy.

The Skill tag includes requires_api_key=true, indicating that its operation may depend on external API keys. Specific environment variable names and application methods should be based on the instructions within the installed Skill package; this article does not speculate on configuration items.

Installation and Activation

Method 1: SkillHub CLI

First, confirm if skillhub is installed on your local machine:

command -v skillhub && skillhub --version

If not installed, you can perform a full installation (CLI + default Skills) according to the official SkillHub installation documentation:

curl -fsSL https://skillhub-1388575217.cos.ap-guangzhou.myqcloud.com/install/install.sh | bash

If you only need the CLI:

curl -fsSL https://skillhub-1388575217.cos.ap-guangzhou.myqcloud.com/install/install.sh | bash -s -- --cli-only

When installing this Skill, you must use --dir to point to the current Agent’s skills directory. Otherwise, it defaults to ./skills/, and the Agent may fail to load it:

skillhub install @user_0de3db6b/hospital-ai-pharmacist --dir <skills directory>

Common client skills directories (excerpted from SkillHub installation documentation):

  • Cursor: ~/.cursor/skills/
  • Claude Code: ~/.claude/skills/
  • Codex: ~/.codex/skills/ or .agents/skills/ under the project

If the Agent does not immediately recognize the new Skill after installation, restart or refresh the skills directory according to the conventions of your client.

Method 2: Let the Agent install according to official guidelines

The prompt provided on the SkillHub page is:

Please install `@user_0de3db6b/hospital-ai-pharmacist` based on https://skillhub.cn/install/skillhub.md.

Send the above content to an AI client that supports Skill installation, allowing the Agent to read skillhub.md and complete the installation and directory configuration.

For more complete priority sources and installation instructions, see: SkillHub Installation and Priority Source Configuration.

Typical Usage

The public page does not include a verbatim copy-paste script for conversations. Usage can be described directly in the Agent based on the trigger conditions in the introduction. Example expressions (intent aligns with the official introduction, not an official verbatim example):

  1. Describe the target format, e.g., “Write a short science article for patients about drug XX for an official account” or “Generate key points for medication guidance with a colloquial tone.”
  2. Specify the drug name and type (e.g., prescription drug, targeted therapy) to facilitate insert retrieval and science rewriting on the Skill side.
  3. If the client has configured the API Key required by the Skill (tag requires_api_key=true), complete the key configuration before initiating generation.

Through the above steps, the Agent should load “Hospital AI Pharmacist” when matching intents such as pharmaceutical science or medication guidance, and output text focused on retrieval and science creation; the specific chapter structure should be based on the SKILL.md within the Skill package.

Scenarios and Notes

Who is it for

  • Hospital pharmacists and clinical pharmacists who need to quickly draft patient education and medication guidance copy.
  • Colleagues responsible for pharmaceutical official accounts or in-hospital publicity who need to rewrite science content based on insert information.

Usage Notes

  • The generated content is for science popularization and education purposes and cannot replace clinical medical orders, face-to-face pharmacist consultations, or formal prescription instructions; it must be reviewed by a qualified pharmacist before publication.
  • Community sourced (community) Skill, version 1.0.0; SkillHub statistics show a rating of 100000, 1513 downloads, and 0 installs (based on page display, subject to change over time).
  • When relying on APIs, the scope of key usage and compliance is subject to the Skill description and the terms of service of the provider.

Conclusion

“Hospital AI Pharmacist” integrates drug insert retrieval and science copy generation into an Agent Skill, suitable for pharmacists and pharmaceutical content roles to trigger by scenario within a conversation. Installation and coordinates are subject to SkillHub.

  • SkillHub Page: https://www.skillhub.cn/skills/user_0de3db6b/hospital-ai-pharmacist
  • API Entry: https://api.skillhub.cn/user_0de3db6b/hospital-ai-pharmacist