Can I use this for real-time business forecasting?

Yes, it is designed to handle business data like sales, inventory, and traffic to provide insights for decision-making.

Does it require manual data cleaning?

While clean data is recommended for best results, the skill analyzes data characteristics and provides guidance on the quality and structure needed for accurate forecasting.

How do I trigger the forecasting capability?

You can trigger the skill using natural language terms like 'forecast', 'predict future values', or 'analyze trends' followed by a reference to your temporal data.

What forecasting models does this skill support?

The skill supports a variety of models including ARIMA, Prophet, and Nixtla's TimeGPT, automatically selecting the best fit for your specific dataset.

Time Series Forecaster

Name: Time Series Forecaster
Author: intent-solutions-io

byintent-solutions-io

0•

データサイエンスとML

Automates time series analysis and forecasting to predict future trends and seasonal patterns using advanced machine learning models.

This skill empowers Claude to transform historical temporal data into actionable future insights by automating the end-to-end forecasting pipeline. It handles everything from identifying data characteristics like seasonality and trends to selecting the optimal model—whether it be traditional ARIMA, Prophet, or Nixtla's TimeGPT. Ideal for developers and data scientists, this skill enables the rapid generation of predictions, model benchmarking, and even the creation of FastAPI services to serve forecasts, all through natural language commands within the Claude Code environment.

主な機能

01Model performance benchmarking and evaluation metrics

02Support for generating FastAPI services for model deployment

03Intelligent model selection including ARIMA, Prophet, and TimeGPT

04Automated identification of trends, seasonality, and autocorrelation

05Generation of future predictions with detailed confidence intervals

060 GitHub stars

ユースケース

01Forecasting server load and website traffic for infrastructure planning

02Predicting quarterly sales and revenue growth based on historical records

03Analyzing financial market trends and stock price fluctuations

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add intent-solutions-io/plugins-nixtla time-series-forecaster

For use in Claude.ai and ChatGPT

Download Skill