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security-ml-integrations

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Install and manage Elastic security ML integration packages (beaconing, ded, dga, lmd, pad, problemchild). Handles the full lifecycle: pre-flight checks, Fleet package install, component templates, ingest pipelines, transforms, data views, ML anomaly detection jobs, and detection rules. Use when a user asks to install, set up, check the status of, or troubleshoot a security ML integration package.

plugins/security/skills/ml-integrations/SKILL.md

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Nov 6, 2026
License
Apache-2.0

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# Security ML Integration Package Management

Install, check, or troubleshoot a security ML package. Supported packages: `beaconing` (Network Beaconing
Identification), `ded` (Data Exfiltration Detection), `dga` (Domain Generation Algorithm Detection), `lmd` (Lateral
Movement Detection), `pad` (Privileged Access Detection), `problemchild` (Living off the Land Attack Detection).

<!-- begin-partial: preamble -->

## Environment Configuration

This skill executes Elasticsearch operations through the `elastic` CLI. If the
[`elastic` CLI](https://github.com/elastic/cli#configuration) is not installed, tell the user what it is needed for. Do
not guess credentials, call the HTTP API directly, or attempt other workarounds.
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