generate-sample-data

Generate sample security events, attack scenarios, and synthetic alerts for Elastic Security. Use when demoing, populating dashboards, testing detection rules, setting up a POC, or when the user asks for test data, demo data, or sample alerts.

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Repositorio: elastic/example-mcp-app-security
Última actividad en el origen: 17 de abril de 2026 a las 20:40
Idioma detectado de SKILL.md: inglés
Estrellas: 25
Forks: 16

Opciones de instalación

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Follow https://skillsmp.com/skill-install/prompt.md to install only the Agent Skill at https://github.com/elastic/example-mcp-app-security/tree/main/skills/generate-sample-data.

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npx skills add https://github.com/elastic/example-mcp-app-security --skill generate-sample-data

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SKILL.md

Instrucciones de origen · Vista previa de solo lectura

name: generate-sample-data
description: Generate sample security events, attack scenarios, and synthetic alerts for Elastic Security. Use when demoing, populating dashboards, testing detection rules, setting up a POC, or when the user asks for test data, demo data, or sample alerts.

# Generate Security Sample Data Generate ECS-compliant security events and synthetic alerts using the `elastic-security` MCP connector. ## Tools (via elastic-security MCP connector) | Tool | Purpose | |------|---------| | `generate-sample-data` | Generate events with interactive UI. Params: `scenario`, `count` | ## Attack Scenarios | Scenario | Description | |----------|-------------| | `windows-credential-theft` | Mimikatz, procdump, credential dumping on Windows | | `aws-privilege-escalation` | IAM policy changes, role assumption, access key creation | | `okta-identity-takeover` | MFA factor reset, password change, session hijacking | | `ransomware-kill-chain` | PowerShell execution, C2 beaconing, mass file encryption | ## Usage - To generate all scenarios: call `generate-sample-data` without a scenario parameter - To generate a specific scenario: pass `scenario: "ransomware-kill-chain"` - All data is tagged with `elastic-security-sample-data` for safe cleanup - The dashboard UI has a cleanup button to remove all generated data ## After Generating Direct the user to explore in Kibana: - **Security > Alerts** — synthetic alerts with MITRE ATT&CK mappings - **Security > Attack Discovery** — requires an LLM connector - **Security > Hosts** — host activity from sample events

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alert-triage

Triage Elastic Security alerts — fetch, investigate, classify threats, create cases, and acknowledge. Use when triaging alerts, performing SOC analysis, investigating detections, reviewing security incidents, or when the user mentions ransomware, malware, lateral movement, credential theft, DLL injection, suspicious processes, or any specific threat. Also trigger for "show me alerts", "what's happening on host X", "any critical alerts", or any security operations question.

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attack-discovery-triage

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case-management

Create, search, update, and manage SOC cases for Elastic Security. ALWAYS use this skill when the user mentions cases, incidents, investigations, or asks to see, show, list, open, create, update, or search cases. Trigger for: "show me my cases", "open cases", "list cases", "any open cases", "create a case", "case for this alert", "show me case 42", "incident tracking", "investigation status", or any case-related question.

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