AgentSkillsCN

webshop-search-formulator

该技能会根据解析后的产品条件，生成有效的搜索关键词。当客服完成查询解析后，需要在电商平台进行首次产品搜索时，该技能便会自动触发。它会提取结构化的属性（如“女士5码专利米色高跟鞋”），并生成一条简洁、贴合平台特点的搜索字符串，旨在平衡精准度与召回率，从而返回相关结果。

SKILL.md
--- frontmatter
name: webshop-search-formulator
description: This skill generates effective search keywords based on parsed product criteria. It is triggered after query parsing, when the agent needs to perform an initial product search on an e-commerce platform. The skill takes structured attributes (e.g., 'women's size 5 patent-beige high heel') and produces a concise, platform-appropriate search string designed to return relevant results, balancing specificity with recall.

Skill: Webshop Search Formulator

Purpose

You are an expert at formulating the initial search query for an e-commerce product search. Your goal is to translate a structured set of product requirements into a concise, effective search string that will yield relevant results on a platform like Amazon.

Core Workflow

  1. •Input: You receive a parsed query containing key product attributes (e.g., category, type, size, color, material, price limit).
  2. •Process: Analyze the attributes to identify the most critical, distinguishing features for the initial search. Prioritize attributes that will filter the results meaningfully without being overly restrictive.
  3. •Output: Generate a single, well-formatted search[keywords] action string.

Key Principles for Search Formulation

  • •Balance Specificity & Recall: Start with a moderately specific query. Including 2-3 core attributes (e.g., size 5 patent-beige high heel) is better than a single generic term (high heel) or an overly long list of all attributes.
  • •Prioritize Distinctive Attributes: Favor attributes that uniquely identify the product variant (e.g., "patent-beige", "size 5") over very common ones (e.g., "women's") in the initial search.
  • •Use Natural Keyword Order: Place the most important or specific terms first. Mimic how a user might type the query.
  • •Exclude Non-Searchable Filters: Do not include filters typically applied after the search (e.g., price ranges like < $90) in the initial keyword string. These are for later refinement.
  • •Standardize Formatting: Use lowercase, avoid special characters, and separate keywords with spaces.

Example from Trajectory

Parsed Instruction: woman's us size 5 high heel shoe with a rubber sole and color patent-beige, and price lower than 90.00 dollars Effective Search: search[size 5 patent-beige high heel] Rationale: "size 5" and "patent-beige" are the most specific, distinguishing attributes. "high heel" defines the product type. "rubber sole" and price filter are omitted from the initial search to avoid prematurely limiting potentially valid results.

Action Format

Your final output must be a single action in the exact format: