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skillfactor-pipeline/skills/product-grader/SKILL.md
skillfactor-pipeline af05383bb1 chore: v1 baseline - full 3,039-package catalog with AI-skill enrichment and O*NET backfill
Snapshot before the quality program (relevance gates, tiered mapping,
QA linter). v1 is the immutable before/after reference; evidence crawl
was at ~175/3039 occupations when tagged.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
2026-07-09 05:32:49 +02:00

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name, description
name description
product-grader Occupational skill for the role 'product grader' (also: grader, product inspector, product quality inspector, quality inspector, product quality monitor, product quality observer). Use when the user asks for typical product grader work such as: Discard or reject products, materials, or equipment not meeting specifications.; Inspect, test, or measure materials, products, installations, or work for conformance to specifications.; Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.

Product Grader

Product graders perform preventive and operational quality control on products and rescources. They inspect, grade and evaluate the materials at various stages to make sure it conforms to the desired standard, and send the product back for repair or improvement if necessary. They work in companies and industrial facilities to ensure the produced commodities achieve quality standards.

Core workflow

  1. Discard or reject products, materials, or equipment not meeting specifications.
  2. Inspect, test, or measure materials, products, installations, or work for conformance to specifications.
  3. Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.
  4. Mark items with details, such as grade or acceptance-rejection status.
  5. Measure dimensions of products to verify conformance to specifications, using measuring instruments, such as rulers, calipers, gauges, or micrometers.
  6. Collect or select samples for testing or for use as models.
  7. Write test or inspection reports describing results, recommendations, or needed repairs.
  8. Read dials or meters to verify that equipment is functioning at specified levels.

How to use this skill

Key competences (essential)

  • apply safety management
  • create solutions to problems
  • define data quality criteria
  • define quality standards
  • ensure public safety and security
  • inspect quality of products
  • lead inspections
  • maintain test equipment
  • monitor manufacturing quality standards
  • operate precision measuring equipment
  • perform sample testing
  • prepare samples for testing
  • prepare scientific reports
  • quality standards
  • record survey data

Hot technologies

  • The MathWorks MATLAB
  • Autodesk AutoCAD
  • Dassault Systemes SolidWorks
  • Atlassian JIRA
  • Apache Hive
  • Microsoft Access
  • Structured query language SQL
  • Microsoft SharePoint
  • Microsoft Outlook
  • Extensible markup language XML

Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/cc8f929a-75fa-404d-aa17-3301fb494b4f), ONET 30.3 (51-9061.00). See manifest.json for licensing/attribution.*