dt-obs-predictive-analytics
Predictive analytics for Dynatrace — time series forecasting with the timeseries-forecast tool, capacity saturation planning, trend and anomaly detection across hosts, services, and infrastructure.
Install
git clone https://github.com/Dynatrace/dynatrace-for-ai /tmp/dynatrace-for-ai && ln -s /tmp/dynatrace-for-ai/skills/dt-obs-predictive-analytics ~/.claude/skills/dt-obs-predictive-analyticsFrom README
Predictive Analytics Skill Forecast resource saturation, detect trends, analyze anomalies, and characterize signal behavior using DQL and Dynatrace analyzer tools. Analysis Disciplines | # | Discipline | Use when … | |---|------------|-----------| | 1 | Forecast and Prediction | Predicting future metric values for capacity planning, cost estimation, or proactive alerting | | 2 | Detecting Changes | A metric shifted — find when the character of the signal changed, regardless of whether it crossed a limit | | 3 | Detecting Violations | A metric is currently out of bounds — find entities that exceed or fall below an acceptable range | | 4 | Timeseries Characteristics | Characterizing a signal's seasonality, noise level, and trend before further analysis | --- Choosing the Right Detection Tool The single most important decision: are you asking "did this metric change?" or "is this metric currently wrong?" | Question | Tool | Why | |----------|------|-----| | "Did this metric change in t...
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