AgentSkillsCN

Oem Reference Extract

OEM 参考信息提取

SKILL.md

Skill: oem-reference-extract

Goal

Extract REAL customer company names from OEM manufacturer (Brückner, Monforts, Santex) reference pages and news articles.

Problem Solved

Current OEM customer search extracts:

  • •Article headlines instead of company names
  • •Partial sentences as "company names"
  • •Technology descriptions instead of customers

We need precision entity extraction from OEM sources.

Inputs

  • •OEM reference/news pages (HTML content)
  • •config/oem_sources.yaml - OEM website patterns

Outputs

  • •Verified customer leads with:
    • •company: Real company name (cleaned)
    • •country: Extracted from context
    • •oem_brand: Which OEM they bought from
    • •equipment_type: What they installed (stenter, Montex, etc.)
    • •evidence_url: Source page
    • •evidence_snippet: Relevant quote
    • •confidence: high/medium/low

Extraction Patterns

Pattern 1: Direct mention with location

code
"[Company Name] in [Country] has installed..."
"[Company Name] from [Country] ordered..."
"[Company Name], located in [City], [Country]..."

Pattern 2: Reference/case study header

code
"Customer: [Company Name]"
"Project: [Company Name] - [Location]"
"Reference: [Company Name]"

Pattern 3: News article body

code
"...delivered to [Company Name] in [Country]"
"...installed at [Company Name]'s facility"
"[Company Name] has commissioned..."

Pattern 4: Quote attribution

code
'"....", says [Person], [Title] at [Company Name]'

Validation Rules

  1. •Company name must be 2-8 words
  2. •Must NOT be an OEM name (Brückner, Monforts, etc.)
  3. •Should NOT contain process words (finishing, dyeing, etc.) alone
  4. •Prefer names with company suffix (GmbH, Ltd, SA, etc.)
  5. •Cross-reference with existing known_manufacturers list

Implementation Files

  • •src/collectors/oem_reference_extractor.py - Main extraction logic
  • •config/oem_sources.yaml - OEM website configurations

Verification Checklist

  • • Each extracted company validated against patterns
  • • Country extracted or inferred
  • • Evidence snippet stored
  • • No OEM names in customer list
  • • No article headlines as company names