Agent skill

metocean-statistics

Statistical analysis of metocean data including extreme value analysis, return periods, joint probability distributions, and directional statistics. Use for design criteria, fatigue analysis, and operational limits.

View SKILL.md on GitHub Repository
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Install this agent skill to your Project

npx add-skill https://github.com/vamseeachanta/workspace-hub/tree/main/.claude/skills/data/energy/metocean/statistics

SKILL.md

Metocean Statistics

When to Use

Trigger this skill when the user asks about:

Extreme Value Analysis

  • "Calculate extreme wave heights"
  • "Return period analysis"
  • "Fit GEV distribution"
  • "100-year return period"
  • "Peak-over-threshold analysis"
  • "Annual maxima statistics"

Distribution Fitting

  • "Joint probability distribution"
  • "Hs-Tp joint distribution"
  • "Environmental contours"
  • "IFORM contours"
  • "Fit distribution to wave data"

Temporal Statistics

  • "Monthly statistics"
  • "Seasonal trends"
  • "Annual variability"
  • "Exceedance duration"

Directional Analysis

  • "Wave rose"

See sub-skills for full details.

Sub-Skills

  • Data Requirements (+3)

Sub-Skills

  • Temporal Statistics (+4)
  • metocean-stats Package (+1)
  • Site Conditions Assessment (+1)
  • Complete Analysis Pipeline (+5)
  • Extreme Value Analysis Configuration (+3)
  • Return Period Table (CSV) (+2)
  • 1. Design Criteria Development (+2)

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