SKILL.md
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?"