demand-forecast-explainer

demand-forecast-explainer is a Logistics & supply chain skill for AI agents, published by Amazon-Quick in the Amazon-Quick-official-catalog repository on GitHub. Skillspace rates demand-forecast-explainer B (81/100) and it passed the safety scan; the rating is based on static analysis only.

Translates statistical demand forecasts into plain-English explanations with confidence intervals, key drivers, and inventory action recommendations for VP/SVP of supply chain and their teams. Use when the user asks why a forecast changed, what drove variance, what confidence bands mean, or needs help interpreting ML forecast outputs. Trigger phrases: 'why did the forecast change', 'explain this forecast', 'what drove the variance', 'forecast for [SKU/category]', 'confidence interval', 'demand drivers'.

Grade
B
Quality
81 / 100
Safety
Passed
GitHub stars
45

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

Our review

Architecture
100 / 100
Maturity
Packaged: licensed, with a version or references
Security scan
No issues found
License
MIT-0
Adoption
Adopted by 0 other repositories, in 0 collections
Scope
Portable: works in any project. Generic demand forecast explanation for any supply chain team

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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