Webmd

Skill BioTender-max/awesome-bio-agent-skills/skills/drugclaw/webmd

Query the WebMD Drug Reviews dataset (~362 k patient reviews, 2007–2020). Use whenever the user asks about patient-reported drug effectiveness, ease of use, satisfaction ratings, side effects, or reviews for a specific drug or medical condition.From its SKILL.md

Install

npx -y skills add BioTender-max/awesome-bio-agent-skills --skill webmd

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

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SKILL.md

1.8 KB, 420 tokens by cl100k_base, as published. Nobody here has run it

WebMD Drug Reviews Query Skill

Search patient reviews by drug name or medical condition. Auto-fallback: if no drug matches, searches conditions.

Input Example	Match Logic
`Lipitor`	substring on `Drug` column
`High Blood Pressure`	substring on `Condition` column
any text	try `Drug` first → fall back to `Condition`

API

Function	Input	Returns
`load_reviews(path)`	CSV path (default `DATA_PATH`)	list[dict]
`search(rows, entity)`	single entity string	list[dict]
`search_by_drug(rows, drug)`	drug name string	list[dict]
`search_by_condition(rows, cond)`	condition string	list[dict]
`search_batch(rows, entities)`	list of entity strings	dict[str, list[dict]]
`summarize(hits, entity)`	matched rows + label	compact text (counts, avg ratings, top conditions/drugs)
`to_json(hits)`	matched rows	list[dict]

Usage

See if __name__ == "__main__" block in 10_WebMD_Drug_Reviews.py for runnable examples covering: single drug lookup, single condition lookup, batch search, and JSON output.

Data

Source: webmd.csv (Kaggle – rohanharode07/webmd-drug-reviews-dataset)
Columns: Drug, Condition, Reviews, Side, Age, Sex, Effectiveness, EaseofUse, Satisfaction
Ratings: 1-5 star scale for Effectiveness, EaseofUse, Satisfaction
Path: DATA_PATH variable in 10_WebMD_Drug_Reviews.py (resources_metadata/drug_review/WebMDDrugReviews/webmd.csv)

What ships with it: 5 files

13.5 KB alongside SKILL.md, 4 of them executable

example.pyruns5.3 KB
__init__.pyruns147 B
README.md1.5 KB
retrieve.pyruns797 B
webmd_skill.pyruns5.7 KB