Individual skill
analyzing-windows-prefetch-with-python
Parse Windows Prefetch (.pf) files with the windowsprefetch Python library to reconstruct application execution history, run counts, and accessed file/volume lists. Use when investigating renamed or masquerading binaries, verifying program execution timelines, or hunting for suspicious execution patterns in incident response.
skills/analyzing-windows-prefetch-with-python/SKILL.md
Source commit 54a798831d2266a3ca61ce68a7acb80b81160d57
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- Network or broad shell
- Last checked
- Nov 9, 2026
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- Repository stars (not skill ratings)
- 35,817
- Repository last updated
- Aug 31, 2026
- License
- Apache-2.0
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- ai-agents Repository topic
- claude-code Repository topic
- cybersecurity Repository topic
- incident-response Repository topic
- mitre-attack Repository topic
- penetration-testing Repository topic
- red-team Repository topic
- security Repository topic
- cloud-security Repository topic
- malware-analysis Repository topic
- digital-forensics Declared skill tag
- windows Declared skill tag
- prefetch Declared skill tag
- execution-history Declared skill tag
- incident-response Declared skill tag
- malware-analysis Declared skill tag
- engineering Derived category
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LICENSEasset · 11,255 bytesSKILL.mdcore · 5,030 bytesSKILL.mdcore · 5,030 bytesSKILL.mdcore · 5,030 bytesreferences/api-reference.mddoc · 1,769 bytesscripts/agent.pyruns · 7,169 bytes
Read excerpt
# Analyzing Windows Prefetch with Python
## Overview
Windows Prefetch files (.pf) record application execution data including executable names, run counts, timestamps, loaded DLLs, and accessed directories. This skill covers parsing Prefetch files using the windowsprefetch Python library to reconstruct execution timelines, detect renamed or masquerading binaries by comparing executable names with loaded resources, and identifying suspicious programs that may indicate malware execution or lateral movement.
## When to Use
- When investigating security incidents that require analyzing windows prefetch with python
- When building detection rules or threat hunting queries for this domain
- When SOC analysts need structured procedures for this analysis type
- When validating security monitoring coverage for related attack techniques
## Prerequisites