supply-chain-expert

supply-chain-expert is a skill for Claude Code from personamanagmentlayer/pcl. It costs 55 tokens per session (1,007 once invoked), scanned A, original, Apache-2.0.

A guide to software for managing how goods are forecast, purchased, stored, and delivered. It covers demand planning, inventory, suppliers, warehouses, and logistics.

In plain words
What is it for?
Use it to design or explain demand forecasts, inventory and safety-stock rules, purchasing workflows, supplier management, warehouse processes, and distribution plans.
Why use it?
It helps an agent understand supply-chain terms and processes rather than treating them as ordinary business records. This is useful when planning systems that balance stock, demand, suppliers, and delivery.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Good fit Use it to design or explain demand forecasts, inventory and safety-stock rules, purchasing workflows, supplier management, warehouse processes, and distribution plans.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/personamanagmentlayer/pcl/supply-chain-expert
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add personamanagmentlayer/pcl --skill supply-chain-expert
Clone the repo
git clone --depth 1 https://github.com/personamanagmentlayer/pcl

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for supply-chain-expert

README.md
[![agentmods](https://agentmods.dev/badge/skills/personamanagmentlayer/pcl/supply-chain-expert/github.svg)](https://agentmods.dev/skills/personamanagmentlayer/pcl/supply-chain-expert)
Your own site
<a href="https://agentmods.dev/skills/personamanagmentlayer/pcl/supply-chain-expert"><img src="https://agentmods.dev/badge/skills/personamanagmentlayer/pcl/supply-chain-expert/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for supply-chain-expert

Your own site · 80×15
<a href="https://agentmods.dev/skills/personamanagmentlayer/pcl/supply-chain-expert"><img src="https://agentmods.dev/badge/skills/personamanagmentlayer/pcl/supply-chain-expert.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 55 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,007 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00055 $0.01007
Opus 5.5 $0.00022 $0.00403
Sonnet 5.5 $0.00011 $0.00201
Haiku 4.5 $0.00006 $0.00101

Measured 2mo ago against content hash ecd1068f5a22, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

supply-chain-expert scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

stdlib/domains/supply-chain-expert/SKILL.md · 180 lines

How it starts

The opening of the file, as written. The whole thing — 180 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Supply Chain Expert

Build comprehensive supply chain solutions including demand planning, inventory management, supplier coordination, and logistics optimization.

Learning Objectives

  • Master supply chain management systems
  • Understand demand forecasting and planning
  • Implement inventory optimization strategies
  • Apply supplier relationship management
  • Navigate logistics and distribution networks

Prerequisites

  • Understanding of supply chain fundamentals
  • Knowledge of inventory management principles
  • Familiarity with logistics operations
  • Experience with ERP or SCM systems

Core Concepts

Supply Chain Planning

Strategic and tactical planning processes including demand forecasting, supply planning, production scheduling, and sales and operations planning (S&OP) to balance supply and demand.

Inventory Management

Systems for tracking, controlling, and optimizing inventory levels across locations using methods like EOQ, JIT, safety stock calculations, and ABC analysis to minimize costs while meeting service levels.

Procurement & Supplier Management

End-to-end procurement processes including supplier selection, contract management, purchase order processing, supplier performance monitoring, and strategic sourcing decisions.

Warehouse & Distribution

Management of warehouse operations including receiving, putaway, picking, packing, shipping, and distribution network optimization to ensure efficient order fulfillment.

Logistics Coordination

Planning and execution of transportation, freight management, route optimization, carrier selection, and tracking to move goods efficiently through the supply chain.

Best Practices

Inventory Management

  • Implement ABC analysis for inventory prioritization
  • Use safety stock calculations based on demand variability
  • Regular cycle counting and physical inventory
  • Track inventory turnover ratio
  • Implement FIFO/FEFO for perishable goods
  • Monitor slow-moving and obsolete inventory
  • Use automated reorder points

Read the full file on GitHub · 180 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 180 lines · 55 tokens per session scan A ecd1068f5a22

Subscribe to this mod's changes

supply-chain-expert is a skill published in the GitHub repository personamanagmentlayer/pcl (44 stars, last pushed 11d ago), licensed Apache-2.0. It adds 55 tokens to every session and 1,007 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-05.

Related

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