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Add folder anatomy (scripts/agent.py + references/api-reference.md) for 648 cybersecurity skills
Complete skill folder anatomy across all cybersecurity skills: - scripts/agent.py: 80-150 line Python agents using real libraries (impacket, boto3, azure-mgmt-*, kubernetes, pefile, yara, scapy, shodan, stix2, etc.) - references/api-reference.md: real API documentation with method signatures - LICENSE: MIT license for all skill folders
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# Fileless Malware Detection API Reference
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## Windows Event IDs for Fileless Detection
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| Event ID | Log | Description |
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|----------|-----|-------------|
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| 4104 | PowerShell Operational | Script Block Logging (full script content) |
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| 4103 | PowerShell Operational | Module Logging |
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| 1 | Sysmon | Process Creation with command line |
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| 8 | Sysmon | CreateRemoteThread (injection) |
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| 10 | Sysmon | ProcessAccess (injection prep) |
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| 19/20/21 | Sysmon | WMI Event Filter/Consumer/Binding |
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| 7045 | System | New service installed |
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## python-evtx - Parse Windows Event Logs
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```python
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import Evtx.Evtx as evtx
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with evtx.Evtx("Security.evtx") as log:
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for record in log.records():
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xml = record.xml()
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if "<EventID>4104</EventID>" in xml:
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print(record.timestamp(), xml[:500])
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```
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## Volatility 3 Commands
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```bash
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# Detect injected code (RWX memory, PE headers in non-image VADs)
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vol3 -f memory.dmp windows.malfind
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# List processes
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vol3 -f memory.dmp windows.pslist
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# Scan for hidden processes
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vol3 -f memory.dmp windows.psscan
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# List loaded DLLs
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vol3 -f memory.dmp windows.dlllist --pid 1234
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# Extract injected code
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vol3 -f memory.dmp windows.malfind --dump --pid 1234
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```
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## LOLBins Detection Patterns (Sysmon)
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```xml
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<!-- Sysmon config for LOLBin monitoring -->
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<RuleGroup groupRelation="or">
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<ProcessCreate onmatch="include">
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<Image condition="end with">mshta.exe</Image>
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<Image condition="end with">regsvr32.exe</Image>
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<Image condition="end with">certutil.exe</Image>
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<Image condition="end with">wmic.exe</Image>
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<Image condition="end with">cmstp.exe</Image>
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<Image condition="end with">msbuild.exe</Image>
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</ProcessCreate>
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</RuleGroup>
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```
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## Suspicious PowerShell Indicators
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```
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-enc / -EncodedCommand → Base64-encoded command
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IEX / Invoke-Expression → Dynamic code execution
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Net.WebClient → Download cradle
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DownloadString() → Remote script fetch
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Reflection.Assembly → Reflective .NET loading
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VirtualAlloc → Shellcode allocation
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FromBase64String → Payload decoding
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```
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## WMI Persistence Check
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```powershell
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# List WMI event subscriptions
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Get-WMIObject -Namespace root\Subscription -Class __EventFilter
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Get-WMIObject -Namespace root\Subscription -Class __EventConsumer
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Get-WMIObject -Namespace root\Subscription -Class __FilterToConsumerBinding
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```
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