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Time series analyzer

Skill a5c-ai/babysitter/library/specializations/domains/science/scientific-discovery/skills/time-series-analyzer

Skill for time series analysis and forecastingFrom its SKILL.md

Install
npx -y skills add a5c-ai/babysitter --skill time-series-analyzer

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

SKILL.md

1.4 KB, 171 tokens by cl100k_base, as published. Nobody here has run it

Time Series Analyzer Skill

Purpose

Analyze time series data for trends, seasonality, and patterns, and generate forecasts using appropriate methods.

Capabilities

  • Decompose time series
  • Identify patterns
  • Fit ARIMA models
  • Generate forecasts
  • Assess stationarity
  • Evaluate accuracy

Usage Guidelines

  1. Prepare time series
  2. Assess stationarity
  3. Identify patterns
  4. Select model
  5. Generate forecasts
  6. Evaluate accuracy

Process Integration

Works within scientific discovery workflows for:

  • Trend analysis
  • Forecasting
  • Pattern detection
  • Temporal modeling

Configuration

  • Model selection
  • Forecast horizons
  • Decomposition methods
  • Accuracy metrics

Output Artifacts

  • Decomposition plots
  • Model diagnostics
  • Forecast results
  • Accuracy reports

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

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