# Time Series Analyzer

> Skill for time series analysis and forecasting

- Skill: `a5c-ai/time-series-analyzer` (Agent Skill)
- Install (CLI): `npx skillmds@latest add a5c-ai/time-series-analyzer`
- Raw SKILL.md: https://api.skillmd.com/api/skills/a5c-ai/time-series-analyzer/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Product & Planning
- Author: a5c-ai (https://skillmd.com/u/a5c-ai)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/a5c-ai/time-series-analyzer

---


# 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