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Metric calculator

Skill foryourhealth111-pixel/Vibe-Skills/bundled/skills/metric-calculator

Compute well-defined metrics from existing formulas, datasets, or test outputs. Use as an explicit/manual helper when the metric definition is already known, not for choosing the overall analysis owner or dashboard strategy.From its SKILL.md

Install
npx -y skills add foryourhealth111-pixel/Vibe-Skills --skill metric-calculator

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SKILL.md

1.3 KB, 205 tokens by cl100k_base, as published. Nobody here has run it

Metric Calculator

Positioning

Treat this skill as an explicit/manual helper for narrow metric-computation work.

When to Use

Use this skill when:

  • Calculating a named business, statistical, or QA metric from available data
  • Converting raw counts into rates, ratios, deltas, or scorecards
  • Verifying that a metric formula is implemented consistently across outputs

Not For / Boundaries

  • Model evaluation strategy selection: use evaluating-machine-learning-models
  • Full regression modeling ownership: use scikit-learn; causal analysis ownership: use performing-causal-analysis
  • Chart design or presentation decisions: use creating-data-visualizations

Typical Outputs

  • Metric definitions and formulas
  • Reproducible calculation steps
  • Sanity checks for units, denominators, and aggregation scope

Related Skills

  • evaluating-machine-learning-models for ML benchmark metrics
  • creating-data-visualizations after the numbers are finalized

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

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