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The Local Places skill discovers, enriches, and scores local businesses in any neighborhood using Nimble Web Search Agents. It returns a structured, ranked list with confidence scores, reviews, social presence, and an optional interactive map. 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

"find all coffee shops in SoHo"
"map every bar in Austin's 6th Street"
"local businesses in downtown Portland"
"discover gyms near Times Square"
"build a neighborhood guide for Williamsburg, Brooklyn"

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How It Works

1

Parse the request

Identifies the business type and location. Handles neighborhood names, zip codes, and general areas.
2

Discover available agents

Searches for Nimble Web Search Agents matching the business type and location (Google Maps, Yelp, BBB, and vertical-specific directories).
3

Search across sources

Runs parallel searches across multiple directories to build a comprehensive list of matching businesses.
4

Enrich and score

Enriches each business with reviews, ratings, social presence, and contact info. Assigns confidence scores based on source count and review volume.
5

Deliver results

Outputs a ranked business list with all enriched data and source links. Optionally generates an interactive HTML map.

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Output

  • Ranked Business List — name, address, phone, website, rating, review count, social links
  • Confidence Scores — based on source count and review volume
  • Interactive Map (optional) — HTML map with pins for each business
  • Source Links — URLs for each data point

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When to Use

Use CaseSkill
Explore businesses in a specific neighborhoodLocal Places
Discover all businesses of a type in a larger areaMarket Finder
General web search and extractionNimble Web Expert

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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.