Sktime Agentic Forecaster

April 2026 │ source

A forecasting tool that turns plain-English requests into sktime pipelines and returns predictions.

What changed

Returned predictions with short explanations, so results are easier to review.
Supported several AI backends while keeping sktime as the forecasting engine.

What I worked on

I designed the flow from prompt to finished pipeline, including estimator selection and pipeline assembly.
I built one interface that works with Anthropic, OpenAI, Gemini, and LangChain.

Links

sktime issue context

Describe a forecasting task in plain English, and the tool picks suitable sktime estimators, builds a pipeline, trains it, and forecasts.

The goal is to make time-series work faster without hiding how the model works. The output is a real sktime pipeline you can inspect, reuse, and improve.