10 actions in 8 pieces of software · ranked by words, meaning and measured trust · 660 ms

1. 1elasticsearch-anomaly-detectionverified and signedpassport

   skillelastic/agent-skillsrecord

   • elasticsearch-anomaly-detection

     Create and manage Elastic ML anomaly detection jobs via the API. Use when setting up jobs on an index or data stream, configuring jobs and datafeeds, or opening, starting, or stopping them.

2. 2elasticsearch-anomaly-detection-explainerverified and signedpassport

   skillelastic/agent-skillsrecord

   • elasticsearch-anomaly-detection-explainer

     Explain Elasticsearch ML anomaly detection scores, model behavior, and result interpretation. Use when the user asks why a score is high or low, how the model learns, what the numbers mean, or how to troubleshoot unexpected anomaly scores.

3. 3kibana-anomaly-detectionverified and signedpassport

   skillelastic/agent-skillsrecord

   • kibana-anomaly-detection

     Elastic ML anomaly detection — investigation/RCA, score explanation, job lifecycle troubleshooting, and job operations. Use when answering "what broke?"/"which entity?"/RCA, "why is score high/low?"/renormalization, "datafeed stopped"/"memory limit"/hard_limit, or configuring ML anomaly detection jo

4. 4Anomaly Detector Clientverified and signedpassport
   • LastDetect

     Detect anomaly status of the latest point in time series.

   • EntireDetect

     Detect anomalies for the entire series in batch.

   • ChangePointDetect

     Detect change point for the entire series

5. 5Anomaly Finder Clientverified and signedpassport
   • EntireDetect

     Find anomalies for the entire series in batch.

6. 6anomaly-detectionverified and signedpassport

   skilldadbodgeoff/driftrecord

   • anomaly-detection

     Rule-based anomaly detection for production systems with configurable thresholds, cooldown periods to prevent alert storms, and error pattern tracking for repeated failures.

7. 7security-detection-rule-managementverified and signedpassport

   skillelastic/agent-skillsrecord

   • security-detection-rule-management

     Create, tune, and manage Elastic Security detection rules (SIEM and Endpoint). Use for false positives, exceptions, new coverage, noisy rules, or rule management via Kibana API.

8. 8anomaly-detectionfound in code, not yet checkedno passport yet

   MCP serversomok6498/anomaly-detection

   • delete_rule

     Delete an anomaly detection rule by ID. The rule is removed permanently and will no longer be evaluated.