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Complete folder anatomy for all 649 cybersecurity skills + update LICENSE to Mahipal
- Add scripts/agent.py and references/api-reference.md to all remaining skills - Update all 648 LICENSE files: copyright now reads 'Mahipal' - Add implementing-security-monitoring-with-datadog (new skill with full anatomy) - All 649 skills now have: SKILL.md, LICENSE, scripts/agent.py, references/api-reference.md
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# PowerShell Deobfuscation — API Reference
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## Libraries
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| Library | Install | Purpose |
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|---------|---------|---------|
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| re | stdlib | Regex pattern matching for obfuscation detection |
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| base64 | stdlib | Base64 decoding of encoded commands |
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| pySigma | `pip install pySigma` | Sigma rule generation for detections |
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## Common Obfuscation Techniques
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| Technique | Pattern | Example |
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|-----------|---------|---------|
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| Base64 Encoding | `-EncodedCommand <b64>` | `powershell -enc SQBFAFgA...` |
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| String Concatenation | `'str1'+'str2'` | `'Inv'+'oke'+'-Exp'+'ression'` |
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| Character Codes | `[char]73+[char]69` | `[char]73` = I, `[char]69` = E |
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| Backtick Escape | `` `I`E`X `` | Backtick breaks keyword detection |
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| Variable Substitution | `$env:COMSPEC` | Use env vars as execution paths |
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| Compression | `IO.Compression.DeflateStream` | Compressed + Base64 payload |
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## Detection Event IDs
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| Source | Event ID | Description |
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|--------|----------|-------------|
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| PowerShell | 4104 | Script block logging (deobfuscated content) |
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| Sysmon | 1 | Process creation with command line |
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| Defender | 1116 | Malware detection |
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## External References
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- [Invoke-Obfuscation](https://github.com/danielbohannon/Invoke-Obfuscation)
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- [PSDecode](https://github.com/R3MRUM/PSDecode)
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- [PowerShell ScriptBlock Logging](https://learn.microsoft.com/en-us/powershell/module/microsoft.powershell.core/about/about_logging)
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