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...It parses common sources—including Windows Security, System, Application, PowerShell logs, and Sysmon event ID 1—then applies a rich set of detection heuristics for things like suspicious account changes, password guessing and spraying, service tampering, PowerShell obfuscation and download-string usage, long or unusual command lines, and credential dumping attempts. Output is emitted as native PowerShell objects so analysts can pipe results to CSV, JSON, HTML, GridView, or custom pipelines for further triage and reporting. The codebase includes helpers for command-line decoding and de-obfuscation (automatic base64/deflate handling), safelisting/hash workflows (DeepBlueHash), and sample EVTX files so teams can test the tool on realistic attack traces.