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The Healthcare Providers Extract skill extracts structured practitioner data from healthcare practice websites. It returns names, credentials, specialties, contact info, and education for every provider on a practice’s site. Powered by the Nimble CLI and built on the open-source Agent Skills standard for cross-platform agent compatibility.

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Source code for this skill

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Example Prompts

"extract doctors from this clinic's website"
"pull providers from these practice URLs"
"who are the providers at Springfield Medical Center"
"build a provider database from these 50 clinic sites"
"list all doctors at this dental practice"

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How It Works

1

Accept practice input

Accepts practice URLs (pasted, CSV, or Google Sheet). Alternatively, provide a specialty and location to discover practices via Google Maps.
2

Map each practice site

Scans each practice website to identify team pages, provider directories, and bio pages using keyword-weighted URL scoring.
3

Extract provider data

Extracts structured data from identified pages using Nimble Web Search Agents for known directory formats, with fallback to general extraction.
4

Parse and structure

Normalizes extracted data into 5 core fields: name, credentials, specialty, contact info, and education. Detects credential patterns (MD, DO, NP, PA, DDS, and more).
5

Deduplicate and score

Removes duplicate providers across pages. Assigns confidence scores (High, Medium, Low) based on field completeness.
6

Deliver results

Outputs a structured provider table grouped by practice, with source links and data quality summary.

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Output

  • Provider Table — grouped by practice, each provider with name, credentials, specialty, contact, education
  • Confidence Scores — High (4-5 fields), Medium (3 fields), Low (1-2 fields)
  • Data Quality Summary — total providers, field coverage percentages, source URLs
  • Providers Not Found — practices where no providers could be extracted

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Healthcare Skills Pipeline

The three healthcare skills chain together for end-to-end provider data workflows:
1

Extract

Discover providers from practice websites.
2

Enrich

Fill data gaps (phone numbers, reviews, credentials) using Providers Enrich.
3

Verify

Validate credentials against the NPI registry using Providers Verify.

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When to Use

Use CaseSkill
Extract providers from practice websitesProviders Extract
Fill gaps in an existing provider listProviders Enrich
Validate credentials against NPI registryProviders Verify
Discover practices in a marketMarket Finder

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Quick Install

claude plugin marketplace add Nimbleway/agent-skills && \
claude plugin install nimble@nimble-plugin-marketplace

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Prerequisites

Requires the Nimble CLI and a Nimble API key. See Plugin Installation for full setup instructions.