MCPInstall

supplier-selection

How to rank and pick a supplier for a SKU. Load this whenever a task involves choosing a supplier, comparing quotes, or creating a purchase order.

Installs
65
Last 24h
—
Trending rank
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Security
Not audited

Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/anthropics/cwc-workshops --skill supplier-selection
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads supplier-selection automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

<!-- Copyright 2026 Anthropic PBC --> <!-- SPDX-License-Identifier: Apache-2.0 -->

Supplier Selection

Ranking suppliers is arithmetic, not judgment. Compute it in Python via code execution — do not reason about it in prose.

Method

For a given SKU:

  1. Read /mnt/user/data/supplier_catalog.csv and filter to rows matching the SKU. This gives you (supplier_id, unit_price, min_order_qty) for each candidate.
  2. Join with /mnt/user/data/suppliers.csv on supplier_id to get lead_time_days and reliability.
  3. Normalize price and lead time across the candidates (min-max to [0,1], where 0 is best). Reliability is already on [0,1] where higher is better.
  4. Score each candidate:
    score = 0.5 × (1 − norm_price) + 0.3 × (1 − norm_lead_time) + 0.2 × reliability
    
  5. Pick the highest score. Tie-breaks: lowest unit_price, then lowest lead_time_days, then alphabetical supplier_id.

Do this in code

Write and run a short Python script — don't call a tool per supplier, and don't compare quotes by describing them. Example shape:

import csv
sku = "SKU-0057"
catalog = [r for r in csv.DictReader(open("/mnt/user/data/supplier_catalog.csv")) if r["sku"] == sku]
suppliers = {r["supplier_id"]: r for r in csv.DictReader(open("/mnt/user/data/suppliers.csv"))}
# join, normalize, score, sort — print the winner as JSON

Supplier-specific overrides

These quirks are not in the catalog data. Apply them after computing the score; if one changes your pick, say so in the rationale.

SupplierOverride
SUP-01 Cascade DistributionOrders >500 units need 48h notice or they auto-split into two shipments — add to lead-time math for large POs.
SUP-02 Alpine WholesaleClosed Dec 20 – Jan 3. POs in that window aren't acknowledged until Jan 4. Land holiday replenishment before Dec 15.
SUP-03 Backcountry Supply CoTwo short-ships on Tents & Shelter this year. Prefer an alternate for that category if lead is comparable.
SUP-04 Sierra OutfittersUnlisted 3% price break at 250+ units. If recommended qty is 200–249, often worth rounding up.
SUP-05 Granite Gear PartnersWest-coast DC only. Add 2–3 days to catalog lead time for WH-EAST deliveries.
SUP-07 Ridgecrest ImportsImport-only; lead times are port-congestion sensitive. Don't rely on stated lead for an urgent order.
SUP-09 Summit SourceMOQ is enforced strictly — they reject (not round up) below-MOQ POs.
SUP-12 Trailhead MercantileNew on roster. Treat reliability as one notch lower than stated until 6 months of history.

Warehouse lead-time adjustments

  • WH-WEST (Reno): most suppliers ship from east-coast DCs — add +2 days to catalog lead time as a rule of thumb unless a supplier note says otherwise.
  • WH-EAST (Carlisle): two-shift receiving dock; best destination for an expedited PO that needs same-day inbound scheduling.
  • WH-CENTRAL (Kansas City): overflow / transfer hub. If you're sourcing an inter-warehouse transfer rather than a PO, WH-CENTRAL is almost always the origin.

Expedite override

If the reorder-policy skill flagged expedite, ignore the score and pick the supplier with the lowest lead_time_days whose min_order_qty ≤ your target order qty.

Output

Return {"supplier_id": "SUP-03", "unit_price": 21.40, "lead_time_days": 7, "score": 0.81} and use that supplier_id in the PO.

FAQ

What does the supplier-selection skill do?

How to rank and pick a supplier for a SKU. Load this whenever a task involves choosing a supplier, comparing quotes, or creating a purchase order.

How do I install supplier-selection?

Run npx skills add https://github.com/anthropics/cwc-workshops --skill supplier-selection in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/supplier-selection/ (personal) or .claude/skills/supplier-selection/ (project).

Which AI agents can use supplier-selection?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is supplier-selection safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains supplier-selection?

It is published by anthropics in anthropics/cwc-workshops, and it is an official skill from the maker of the technology it covers. It has 65 recorded installs.

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