Skip to main content
The Healthcare Providers Enrich skill fills gaps in existing healthcare practitioner lists. It adds missing phone numbers, credentials, specialties, contact info, education, reviews, and regulatory data without overwriting existing values. Powered by the Nimble CLI and built on the open-source Agent Skills standard for cross-platform agent compatibility.

View on GitHub

Source code for this skill

​
Example Prompts

"enrich my provider list"
"fill in missing data for these doctors"
"add phone numbers to these providers"
"complete this practitioner database"
"enrich this CRM export with provider details"

​
How It Works

1

Parse input data

Accepts CSV, Google Sheet URL, or pasted data. Detects format and analyzes existing field coverage to identify gaps.
2

Run gap analysis

Maps each provider’s data against 5 core fields (name, credentials, specialty, contact, education) to determine what needs enrichment.
3

Search for provider identity

Searches the web for each provider to find practice websites, bio pages, and directory listings that contain missing information.
4

Extract missing fields

Fills gaps using data from discovered pages. Merge rules are strict: only fill empty fields, never overwrite existing values.
5

Optional deep enrichment

When available, enriches with reviews, regulatory data, and accreditation using Nimble Web Search Agents for healthcare directories.
6

Deliver enrichment diff

Outputs a diff showing exactly what was added per provider, with confidence scores and source links.

​
Output

  • Enrichment Diff — per-provider table showing added fields highlighted, with source URLs
  • Confidence Scores — High, Medium, or Low per enriched field based on source reliability
  • Providers Not Enriched — providers where no additional data could be found
  • Data Quality Summary — before/after field coverage percentages
Modes:
  • Full mode (first run or 14+ days) — enriches all gaps
  • Quick refresh (under 14 days) — re-enriches only remaining gaps
  • Same-day repeat — asks before re-running

​
Healthcare Skills Pipeline

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

Extract

Discover providers from practice websites using Providers Extract.
2

Enrich

Fill data gaps with real-time web data.
3

Verify

Validate credentials against the NPI registry using Providers Verify.

​
When to Use

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

​
Quick Install

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

​
Prerequisites

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