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Procurement Supplier Scorecard

Data Analysis Updated 2026.08.29

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About this skill

Problem to Solve

Supplier evaluation often fails because pricing, lead time, quality, payment terms, and delivery records are scattered across spreadsheets and emails. Manual comparisons can miss hard gates, price anomalies, delivery conflicts, and missing qualifications. In multi-vendor e-commerce procurement, inconsistent definitions make scorecards, tier lists, and negotiation guidance hard to reuse.

How the Skill Works

The skill normalizes inputs into requirements, specifications, quantities, pricing, taxes, payment terms, lead time, quality, and delivery records, then separates hard gates from scoring items. It compares candidates by total cost, risk, and substitutability, and flags single-source dependencies, pricing anomalies, delivery conflicts, missing qualifications, and past non-performance. It produces a conclusion summary, supplier scorecards, tier lists, negotiation recommendations, data definitions, risk notes, and an action list, while retaining negotiation basis, approval checkpoints, and re-evaluation conditions.

Boundaries and Cautions

It is intended for procurement managers, supply-chain, and finance teams working from existing files, tables, and text. It does not claim real-time platform access. Facts, calculations, inferences, and recommendations should remain distinct, and every number should trace back to source fields. Actions involving payment, repricing, shipping, refunds, deletion, or permission changes require reconfirmation of targets and authorization. Missing sales, profit, inventory, reviews, quotes, or customer cases should not be invented.

Use Cases

  • A procurement manager needs to compare multiple supplier quotes and rank candidates by total cost, payment terms, and delivery risk.
  • A supply-chain lead needs to check single-source dependencies, missing qualifications, and past non-performance for an approval-ready risk list.
  • A finance team needs to standardize pricing, taxes, and payment terms before payment review and negotiation.
  • An e-commerce operator needs to turn supplier delivery records into re-evaluation conditions for the next procurement negotiation.

Best For

  • Procurement managers who need to turn multiple supplier quotes, payment terms, and delivery risk into an approval-ready recommendation
  • Supply-chain leads who need to check single-source risk, missing qualifications, and past non-performance
  • Finance managers who need to verify pricing, taxes, and payment-term consistency before payment approval
  • E-commerce operators who need supplier delivery records and re-evaluation conditions for the next negotiation