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.