building-incident-timeline-with-timesketch

Aggregate multi-source event data into Timesketch for forensic incident timelines.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/Axxxxxxaaann/KAIRI-Skills --skill building-incident-timeline-with-timesketch
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: building-incident-timeline-with-timesketch
Source: https://github.com/Axxxxxxaaann/KAIRI-Skills/tree/main/skills/building-incident-timeline-with-timesketch
Command: npx skills add https://github.com/Axxxxxxaaann/KAIRI-Skills --skill building-incident-timeline-with-timesketch

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

Timesketch-based incident timeline tooling enables security teams to unify diverse evidence sources into a coherent, searchable chronology for faster detection, investigation, and reporting.

Core Features & Use Cases

  • Timesketch-based timeline ingestion: Import Plaso (.plaso), CSV, and JSONL timelines to a central sketch for analysis.
  • Automated analyzers and mappings: Leverages built-in Timesketch analyzers and MITRE ATT&CK/ Sigma mappings to surface patterns.
  • Collaborative investigations: Multiple analysts can annotate, tag, and build a narrative within a shared sketch.
  • Deployment flexibility: Works with Docker-based Timesketch deployments and OpenSearch/PostgreSQL backends for scalable investigations.
  • Use Case: Reconstruct attack chains by aggregating endpoint, network, and cloud logs into a unified timeline and generate a story for incident reports.

Quick Start

Create a new Timesketch sketch, import your prepared timeline file, and begin investigative exploration.

Frequently Asked Questions about building-incident-timeline-with-timesketch

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build a forensic incident timeline from multiple log sources?

To build a forensic incident timeline, aggregate endpoint, network, and cloud logs into a central sketch for collaborative analysis. This unifies diverse evidence sources into a searchable chronology to reconstruct attack chains.

Can I import CSV and JSONL files into Timesketch for incident response?

Yes, you can import CSV and JSONL files into Timesketch for incident response. The system supports ingesting these formats alongside Plaso timelines to centralize multi-source event data for investigation.

Does Timesketch support Sigma and MITRE ATT&CK mappings during timeline analysis?

Timesketch supports Sigma and MITRE ATT&CK mappings during timeline analysis by leveraging built-in analyzers. This automatically surfaces patterns within the imported event data to help validate incidents.

Do I need Docker and OpenSearch to deploy Timesketch for digital forensics investigations?

You need Docker and OpenSearch to deploy Timesketch for scalable digital forensics investigations. The backend also relies on PostgreSQL, Redis, and Python 3.8+ to support collaborative incident response workflows.

What is the best way to reconstruct attack chains using Plaso and Timesketch?

The best way to reconstruct attack chains is parsing logs with Plaso and importing the results into a shared Timesketch sketch. Multiple analysts can then annotate and build a narrative for incident reports.

Why use collaborative storytelling in Timesketch for incident response reporting?

Collaborative storytelling in Timesketch accelerates incident response reporting by allowing multiple analysts to tag and annotate a shared timeline. This validates events and generates comprehensive documentation from unified logs.