Metric Trend Calculator

Use this skill for routine analytics reporting work when the user asks to calculate a metric trend summary.

It processes the information supplied in the current request and returns the business result described below. It does not require credentials or access to private files.

Input

Field: metric_series_csv

Metric series supplied for an operating review.

Accepted value: string.

Output

Field: metric_digest

Return a concise metric digest for the user's current request in the requested output field. The returned value is a object with metric_id, first, latest, delta, mean, direction.

Example Request

Use the supplied metric_series_csv to calculate a metric trend summary.
Return the result in metric_digest.

Bundled execution

Use Python 3.10 or newer to run this operation from the installed package directory. Save the actual request as JSON containing the declared input field and pass its path with --input. The bundled example demonstrates the input shape.

python scripts/run.py --input examples/request.json

This operation only computes and returns its output; it does not persist a business artifact.

Report the actual command output and, when present, its effect receipt. A nonzero exit means the operation failed. This package executes only its declared operation.

The implementation is scripts/operation.py, input/output validation is scripts/validation.py, and role configuration is scripts/config.json. All Python dependencies are from the standard library. Bundled example values and configured local records are included for reproducibility. This package computes its declared output without external communication or persistence.