---
name: foryourhealth111-pixel/metric-calculator
source: https://app.decimal.ai/s/foryourhealth111-pixel-metric-calculator@1/SKILL.md
source_sha256: 2115a4aacf6b
---

# 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