a5c-ai/time-series-analyzer
library/specializations/domains/science/scientific-discovery/skills/time-series-analyzer/SKILL.md
Skill for time series analysis and forecasting
$ install --global
skillsauthnpx skillsauth add a5c-ai/babysitter time-series-analyzerInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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TrivyContainer and dependency vulnerability scanner
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Snyk (dep)Open source security scanning
50%
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OWASP Dep-Check
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Last scanned: Apr 2, 2026, 9:11 AM85.8s1 file scanned
SKILL.md
- name:
- time-series-analyzer
- description:
- Skill for time series analysis and forecasting
- specialization:
- scientific-discovery
- domain:
- science
- category:
- Data Analysis
- skill-id:
- SK-SCIDISC-020
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
- Prepare time series
- Assess stationarity
- Identify patterns
- Select model
- Generate forecasts
- 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
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