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.
Installs into .claude/skills of the current project.
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---
name: metric-calculator
description: |
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.
allowed-tools: Read, Write, Edit, Bash, Grep
version: 1.0.0
license: MIT
author: Jeremy Longshore <jeremy@intentsolutions.io>
---
# 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