webmd-drug-reviews
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.
npx skills add BioTender-max/awesome-bio-agent-skills --skill webmd --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 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**
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- Data
What does the webmd-drug-reviews skill do?
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.
How do I install it?
Run `npx skills add BioTender-max/awesome-bio-agent-skills --skill webmd --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From BioTender-max/awesome-bio-agent-skills, a repository with 135 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.