Agent skill

Druglib Reviews

by QSong-github in QSong-github/DrugClaw

Query the DrugLib.com Drug Review Dataset (UCI 461). An agent skill from QSong-github/DrugClaw.

No licenceAuto-check passedResearch & Science

Install Druglib Reviews

skills CLI

$ npx skills add QSong-github/DrugClaw --skill druglib-reviews -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install QSong-github/DrugClaw druglib-reviews --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/QSong-github/DrugClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/drug_review/drugs_com_reviews .claude/skills/druglib-reviews && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "druglib-reviews" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_review/drugs_com_reviews into .claude/skills/druglib-reviews/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "druglib-reviews", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_review/drugs_com_reviews

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add QSong-github/DrugClaw --skill druglib-reviews -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install QSong-github/DrugClaw druglib-reviews --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/QSong-github/DrugClaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/drug_review/drugs_com_reviews .agents/skills/druglib-reviews && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "druglib-reviews" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_review/drugs_com_reviews into .agents/skills/druglib-reviews/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "druglib-reviews", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add QSong-github/DrugClaw --skill druglib-reviews -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install QSong-github/DrugClaw druglib-reviews --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/QSong-github/DrugClaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/drug_review/drugs_com_reviews .cursor/skills/druglib-reviews && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "druglib-reviews" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_review/drugs_com_reviews into .cursor/skills/druglib-reviews/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "druglib-reviews", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/QSong-github/DrugClaw.git --path skills/drug_review/drugs_com_reviews

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add QSong-github/DrugClaw --skill druglib-reviews -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install QSong-github/DrugClaw druglib-reviews --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/QSong-github/DrugClaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/drug_review/drugs_com_reviews .gemini/skills/druglib-reviews && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "druglib-reviews" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_review/drugs_com_reviews into .gemini/skills/druglib-reviews/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "druglib-reviews", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install QSong-github/DrugClaw druglib-reviews

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add QSong-github/DrugClaw --skill druglib-reviews -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/QSong-github/DrugClaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/drug_review/drugs_com_reviews .github/skills/druglib-reviews && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "druglib-reviews" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_review/drugs_com_reviews into .github/skills/druglib-reviews/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "druglib-reviews", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add QSong-github/DrugClaw --skill druglib-reviews -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install QSong-github/DrugClaw druglib-reviews --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/QSong-github/DrugClaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/drug_review/drugs_com_reviews .opencode/skills/druglib-reviews && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "druglib-reviews" agent skill from https://github.com/QSong-github/DrugClaw/tree/main/skills/drug_review/drugs_com_reviews into .opencode/skills/druglib-reviews/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "druglib-reviews", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: druglib-reviews
GitHub stars: 116
Used in: 1 other repo
Token cost: ~616 tokens
SKILL.md length: 226 words
Files: 6
Skills in repo: 31
Repo updated: Aug 25, 2026
First seen: Oct 7, 2026
Licence: None found

At a glance

Query the DrugLib.com Drug Review Dataset (UCI 461). An agent skill from QSong-github/DrugClaw.

The user asks about patient drug reviews
SKILL.md covers API, Usage and Data
Runs Python scripts from its folder
Drug effectiveness ratings

What it does

Druglib Reviews is an agent skill from QSong-github/DrugClaw. Query the DrugLib.com Drug Review Dataset (UCI 461). Use whenever the user asks about patient drug reviews, drug effectiveness ratings, side-effect profiles, or condition-specific treatment experiences from DrugLib.com.

Its SKILL.md is about 620 tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files (for example `README.md`, `__init__.py` and `drugs_com_reviews_skill.py`).

It sits in Research & Science. The repository describes itself as: 🦀 Agentic RAG for drug intelligence · 57 skills · 15 task categories · DTI · ADR · DDI · PGx · Repurposing · Powered by LangGraph.

When your agent uses it

The user asks about patient drug reviews
Drug effectiveness ratings
Side-effect profiles
Condition-specific treatment experiences from DrugLib.com

Example prompts

“/druglib-reviews”

Requirements

Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit bc7b93e. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships script files (Python), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
- doi.org
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Druglib Reviews loads about 616 tokens when it runs. Until then it costs about 59 tokens; SKILL.md has 226 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~59
When it runs · the whole SKILL.md, loaded when a task matches: ~616

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 226 words (~616 tokens).

“Search patient drug reviews by drug name or medical condition. Auto-detects entity type and routes to the appropriate field.”

— opening of SKILL.md by QSong-github

name: druglib-reviews

Read the full SKILL.md on GitHub

Files

SKILL.md and 5 other files in skills/drug_review/drugs_com_reviews of QSong-github/DrugClaw.

SKILL.md
README.md
__init__.py
drugs_com_reviews_skill.py
example.py
retrieve.py

Open the folder on GitHubat commit bc7b93e

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in QSong-github/DrugClaw, which our catalogue first saw on October 7, 2026.

BioTender-max/awesome-bio-agent-skillsskills/drugclaw/drugs_com_reviews

Compare with similar skills

Druglib Reviews next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Druglib Reviews compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Druglib Reviews this skillQSong-github/DrugClaw	116	1 repos	~616	Automated safety check: Pass	None	1 mo ago
Hypothesis Generationspacering-net/codeg	3.9k	14 repos	~3.6k	Automated safety check: Notes	MIT	today
GitHub Deep Researchbytedance/deer-flow	84k	4 repos	~1.3k	Automated safety check: Pass	MIT	today
Nature Paper CardYuan1z0825/nature-skills	47k	2 repos	~2.1k	Automated safety check: Pass	Apache-2.0	yesterday
Content Research Writerweapp-tailwindcss/weapp-tailwindcss	1.9k	25 repos	~3.5k	Automated safety check: Pass	MIT	today
Peer Reviewspacering-net/codeg	3.9k	17 repos	~5.9k	Automated safety check: Notes	MIT	today

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Questions about Druglib Reviews

What does Druglib Reviews do?

Query the DrugLib.com Drug Review Dataset (UCI 461). An agent skill from QSong-github/DrugClaw. Druglib Reviews is an agent skill from QSong-github/DrugClaw.com Drug Review Dataset (UCI 461).

When should I use Druglib Reviews?

Druglib Reviews fits situations like: the user asks about patient drug reviews; drug effectiveness ratings; side-effect profiles; condition-specific treatment experiences from DrugLib.com.

How do I install Druglib Reviews in Claude Code?

Run `npx skills add QSong-github/DrugClaw --skill druglib-reviews -a claude-code`. Or copy the skill folder (skills/drug_review/drugs_com_reviews in QSong-github/DrugClaw) into .claude/skills/druglib-reviews in your project. Claude Code loads it when a task matches its description.

How do I install Druglib Reviews in Codex?

Run `npx skills add QSong-github/DrugClaw --skill druglib-reviews -a codex`. Or copy the skill folder (skills/drug_review/drugs_com_reviews in QSong-github/DrugClaw) into .agents/skills/druglib-reviews in your project. Codex loads it when a task matches its description.

Can I use Druglib Reviews in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add QSong-github/DrugClaw --skill druglib-reviews -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/druglib-reviews, .gemini/skills/druglib-reviews, .github/skills/druglib-reviews and .opencode/skills/druglib-reviews in your project.

What does Druglib Reviews need to run?

Going by SKILL.md and its folder, Druglib Reviews needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Druglib Reviews access the network?

SKILL.md names 1 domain. As links in the text: doi.org. This is read from the text; nothing was executed.

Is Druglib Reviews safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Druglib Reviews use?

No licence was found for Druglib Reviews or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Druglib Reviews use?

About 616 tokens (SKILL.md is roughly 2.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Druglib Reviews?

Skills that share tags, products or a category with Druglib Reviews: Hypothesis Generation (spacering-net/codeg, 3.9k stars), GitHub Deep Research (bytedance/deer-flow, 84k stars), Nature Paper Card (Yuan1z0825/nature-skills, 47k stars) and Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Druglib Reviews?

QSong-github (a GitHub user) maintains it in QSong-github/DrugClaw, which has 116 GitHub stars. The repository holds 31 skills in this directory. The repository was last updated on August 25, 2026.

Source: QSong-github/DrugClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Druglib Reviews

Install Druglib Reviews

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Files

Used in 1 other repository

Compare with similar skills

Similar skills

Hypothesis Generation

GitHub Deep Research

Nature Paper Card

Content Research Writer

Peer Review

Last30days

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Questions about Druglib Reviews

Install Druglib Reviews

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Files

Used in 1 other repository

Compare with similar skills

Similar skills

More from QSong-github/DrugClaw

Related

Questions about Druglib Reviews