Shopping Expert

支持在线、本地与混合模式搜索商品：在线经Google Shopping，本地经Google Places；按预算、评分、库存、评论和偏好加权排序，生成带购买链接与门店位置的结果，可输出文本或JSON。需运行shop.py并配置SerpAPI与Google Places密钥。

udiedrichsen

热度 78.60

最近更新 2026-05-11 15:48:53

分类：生活依赖：代码执行 / 第三方 API应用场景：购物 / 推荐

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add shopping-expert

Metadata

name: shopping-expert
description: Find and compare products online (Google Shopping) and locally (stores near you). Auto-selects best products based on price, ratings, availability, and preferences. Generates shopping list with buy links and store locations. Use when asked to shop for products, find best deals, compare prices, or locate items locally. Supports budget constraints (low/medium/high or "$X"), preference filtering (brand, features, color), and dual-mode search (online + local stores).
homepage: https://github.com/clawdbot/clawdbot
metadata: {"clawdbot":{"emoji":"🛒","requires":{"bins":["uv"],"env":["SERPAPI_API_KEY","GOOGLE_PLACES_API_KEY"]},"primaryEnv":"SERPAPI_API_KEY","install":[{"id":"uv-brew","kind":"brew","formula":"uv","bins":["uv"],"label":"Install uv (brew)"}]}}

Shopping Expert

Find and compare products online and locally with smart recommendations.

Quick Start

Find products online:

uv run {baseDir}/scripts/shop.py "coffee maker" \
  --budget medium \
  --max-results 5

Search with budget constraint:

uv run {baseDir}/scripts/shop.py "running shoes" \
  --budget "$100" \
  --preferences "Nike, cushioned, waterproof"

Find local stores:

uv run {baseDir}/scripts/shop.py "Bio Gemüse" \
  --mode local \
  --location "Hamburg, Germany"

Hybrid search (online + local):

uv run {baseDir}/scripts/shop.py "Spiegelreflexkamera" \
  --mode hybrid \
  --location "München, Germany" \
  --budget high \
  --preferences "Canon, 4K Video"

Search US stores:

uv run {baseDir}/scripts/shop.py "running shoes" \
  --country us \
  --budget "$100"

Search Modes

online: E-commerce sites (Amazon, Walmart, etc.) via Google Shopping
local: Nearby stores via Google Places API
hybrid: Both online and local results merged and ranked
auto: Intelligent mode selection based on query (default)

Parameters

query: Product search query (required)
--mode: Search mode (online|local|hybrid|auto, default: auto)
--budget: "low/medium/high" or "€X"/"$X" amount (default: medium)
--location: Location for local/hybrid searches
--preferences: Comma-separated (e.g., "brand:Sony, wireless, black")
--max-results: Maximum products to return (default: 5, max: 20)
--sort-by: Sort order (relevance|price-low|price-high|rating)
--output: text|json (default: text)
--country: Country code for search (default: de). Use "us" for US, "uk" for UK, etc.

Budget Levels

low: Under €50
medium: €50-€150
high: Over €150
exact: "€75", "€250" (or "$X" for US searches)

Output Format

Default (text): Markdown table with product details, ratings, availability, and buy links

JSON: Structured data with all product metadata, scores, and links

Scoring Algorithm

Products are ranked using weighted scoring:

Price match (30%): Within budget range gets full points
Rating (25%): Higher ratings score better
Availability (20%): In stock > limited > out of stock
Review count (15%): More reviews = more trustworthy
Shipping/Distance (10%): Free shipping or nearby stores score higher
Preference match (bonus): Keywords in product description

API Keys Required

SERPAPI_API_KEY: Required for online shopping (all modes except local-only)
GOOGLE_PLACES_API_KEY: Only required for local and hybrid modes

Limitations

API limits: SerpAPI and Google Places have usage quotas
Real-time data: Prices and availability may change
Stock accuracy: Online availability reflects last API update
Local inventory: Store stock not guaranteed via Places API

Error Handling

Invalid query → Returns error with suggestions
No results found → Relaxes filters and retries
API failures → Retry with exponential backoff (3 attempts)
Missing API keys → Clear error message with setup instructions