# Metric Calculator

> Metric Calculator is an Agent Skill for documents published in the foryourhealth111-pixel/Vibe-Skills repository on GitHub: a SKILL.md instruction file an AI agent can load to do this task.

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.

- Skill name: `metric-calculator`
- Category: [Documents](https://www.openparable.com/skill/documents/1)
- Source: https://github.com/foryourhealth111-pixel/Vibe-Skills/blob/HEAD/bundled/skills/metric-calculator/SKILL.md
- Repository: foryourhealth111-pixel/Vibe-Skills (2,381 GitHub stars when collected)

## SKILL.md

# 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

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