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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仓库: elastic/example-mcp-app-security
最近来源活动: 2026年4月17日 20:40
检测到的 SKILL.md 语言: 英语
星标: 25
Forks: 16

安装方式

默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。

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复制这段 Prompt，发给你正在使用的 AI 助手。

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.

直接命令不会经过审查 Prompt；运行前请先检查来源。

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

命令会保持在同一行。复制前请横向滚动并检查完整内容。

想先保存到本地？可下载 SkillsMP 当前能够提供的文件。

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决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。

SKILL.md

来源说明 · 只读预览

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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