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.
npx skills add personamanagmentlayer/pcl --skill supply-chain-expertgit clone --depth 1 https://github.com/personamanagmentlayer/pclWrote 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.
[](https://agentmods.dev/skills/personamanagmentlayer/pcl/supply-chain-expert)<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.
<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>- NVIDIA SkillSpector pass
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00055 | $0.01007 |
| Opus 5 | $0.00028 | $0.00504 |
| Sonnet 5 | $0.00011 | $0.00201 |
| Haiku 4.5 | $0.00006 | $0.00101 |
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 6d 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.
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
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.
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.
- 6d ago First seen · 180 lines · 55 tokens per session scan A ecd1068f5a22
supply-chain-expert is a skill published in the GitHub repository personamanagmentlayer/pcl (40 stars, last pushed yesterday), licensed Apache-2.0. It adds 55 tokens to every session and 1,007 once invoked, about $0.0003 per session on Opus 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.
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Recap of everything shipped since the last run - cross-repo PRs, security fixes, star deltas, and X traction, synthesized into a digest article and a ready-to-post shiplog in your voice.