Biz Supply Chain

What it does

When your agent uses it

• The user needs to optimize supply chain efficiency
• Evaluate supplier performance
• Improve logistics
• Design an end-to-end supply chain strategy — even if they say our deliveries are slow

Example prompts

• “our deliveries are slow”
• “supply chain costs are too high”
• “we keep running out of stock”
• “/biz-supply-chain”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

1. 1Map the current supply chain from supplier to customer
2. 2Measure key metrics per SCOR process
3. 3Benchmark against industry standards
4. 4Identify the weakest process (highest gap to benchmark)
5. 5Improve the weakest link first (same logic as TOC — chain is as strong as weakest link)

What it can do on your machine

Read from SKILL.md and the folder at commit 4e7f4f8. It shows what the files ask for, not the result of running them.

• Tool permissions

  Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

  From allowed-tools in the SKILL.md frontmatter.

• Runs code

  No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

  From the folder's file list and the shell code blocks in SKILL.md.

• Network

  No URLs in SKILL.md.

  From URLs in SKILL.md, links to its own repository left out.

• Credentials

  Names no API keys, tokens, secrets or passwords.

  From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Biz Supply Chain loads about 1.5k tokens when it runs, and up to ~6.7k if it reads all its reference files. Until then it costs about 103 tokens; SKILL.md has 531 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~103

When it runs · the whole SKILL.md, loaded when a task matches

~1.5k

With references · SKILL.md plus every file in references/, read only if the agent opens them

~6.7k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from asgard-ai-platform/skills at commit 4e7f4f8, republished under its MIT licence (© asgard-ai-platform). 531 words, ~1,474 tokens.

name

biz-supply-chain

description

Analyze supply chain operations using the SCOR model across Plan, Source, Make, Deliver, and Return processes. Use this skill when the user needs to optimize supply chain efficiency, evaluate supplier performance, improve logistics, or design an end-to-end supply chain strategy — even if they say 'our deliveries are slow', 'supply chain costs are too high', or 'we keep running out of stock'.

metadata.category

WP-16 商學院—營運

metadata.tags

operations, supply-chain, scor, logistics

IRON LAW: End-to-End, Not Silo-by-Silo

Supply chain optimization must consider the ENTIRE chain. Optimizing
procurement (Source) without considering production capacity (Make) or
delivery capability (Deliver) creates bottlenecks downstream.

A local optimum in one process often creates a global problem elsewhere.

# Supply Chain Analysis: {Company}

## Supply Chain Map
Supplier → [Source] → [Make] → [Deliver] → Customer
            ↑ [Plan] (coordinates all) ↑
                     [Return] ←

## SCOR Performance Dashboard
| Process | Key Metric | Current | Benchmark | Gap |
|---------|-----------|---------|-----------|-----|
| Plan | Forecast Accuracy | X% | 85%+ | {gap} |
| Source | Supplier On-Time | X% | 95%+ | {gap} |
| Make | OEE | X% | 85%+ | {gap} |
| Deliver | Perfect Order Rate | X% | 95%+ | {gap} |
| Return | Return Rate | X% | <5% | {gap} |

## Weakest Link Analysis
{Which process has the largest gap and why}

## Improvement Recommendations
1. {Process}: {specific improvement} → {expected metric impact}

© asgard-ai-platform, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 3 other files (references) in biz-supply-chain of asgard-ai-platform/skills.

• SKILL.md
• examples/sample_scenario.md
• references/inventory-models.md
• references/scor-metrics.md

Open the folder on GitHubat commit 4e7f4f8