Anthropic-Cybersecurity-Skills analyzing-powershell-script-block-logging

Parse Windows PowerShell Script Block Logs (Event ID 4104) from EVTX files to detect obfuscated commands, encoded

install
source · Clone the upstream repo
git clone https://github.com/mukul975/Anthropic-Cybersecurity-Skills
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/mukul975/Anthropic-Cybersecurity-Skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/analyzing-powershell-script-block-logging" ~/.claude/skills/mukul975-anthropic-cybersecurity-skills-analyzing-powershell-script-block-loggin && rm -rf "$T"
manifest: skills/analyzing-powershell-script-block-logging/SKILL.md
source content

Analyzing PowerShell Script Block Logging

When to Use

  • When investigating security incidents that require analyzing powershell script block logging
  • 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

  • Familiarity with security operations concepts and tools
  • Access to a test or lab environment for safe execution
  • Python 3.8+ with required dependencies installed
  • Appropriate authorization for any testing activities

Instructions

  1. Install dependencies:
    pip install python-evtx lxml
  2. Collect PowerShell Operational logs:
    Microsoft-Windows-PowerShell%4Operational.evtx
  3. Parse Event ID 4104 entries using python-evtx to extract ScriptBlockText, ScriptBlockId, and MessageNumber/MessageTotal for multi-part script reconstruction.
  4. Apply detection heuristics:
    • Base64-encoded commands (
      -EncodedCommand
      ,
      FromBase64String
      )
    • Download cradles (
      DownloadString
      ,
      DownloadFile
      ,
      Invoke-WebRequest
      ,
      Net.WebClient
      )
    • AMSI bypass patterns (
      AmsiUtils
      ,
      amsiInitFailed
      )
    • Obfuscation indicators (high entropy, tick-mark insertion, string concatenation)
  5. Generate a report with reconstructed scripts, risk scores, and MITRE ATT&CK mappings.
python scripts/agent.py --evtx-file /path/to/PowerShell-Operational.evtx --output ps_analysis.json

Examples

Detect Encoded Command Execution

import base64
if "-encodedcommand" in script_text.lower():
    encoded = script_text.split()[-1]
    decoded = base64.b64decode(encoded).decode("utf-16-le")

Reconstruct Multi-Block Script

Scripts split across multiple 4104 events share a

ScriptBlockId
. Concatenate blocks ordered by
MessageNumber
to recover the full script.