mirror of https://github.com/SHOGGOTH-SECTOR/sica-fondt.git synced 2026-08-01 08:30:20 +00:00

Consolidate 22 sibling repos into layered organism structure

Place useful parts of the surrounding repos into sica-fondt by layer, per the
body model (Ada = membrane; brain/endocrine/capabilities/knowledge non-Ada):

- brain/        LLM reasoning + providers (dapr, hermes, MoMoA)
- capabilities/ REPRAG sidecars: hermes tools/skills, dapr tools, parallel
                dispatch, A51 channels, and the OSINT cluster
- knowledge/    LORAG corpus: 754 cyber-skills, agency personas, secure-coding,
                MITRE ATT&CK data
- reference/    defensive threat-reference (C3, shhbruh doc) + AdaYaml parser

License handling: AGPL sources (worldosint, advanced_evolution, mercury,
Reticulum) and GPL DeTTECT are SPEC-only clean-room/port descriptions — no
copyleft code copied. MIT/Apache/data parts copied as working trees.

Safety: shhbruh escape/persistence material and C3 covert-C2 kept as reference
only, not wired into the running organism. See CONSOLIDATION.md.

https://claude.ai/code/session_01UehUqEXXJJCsHoA4voCU5c

2026-06-10 06:53:01 +00:00

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API Reference — Hunting for LOLBins Execution in Endpoint Logs

Libraries Used

csv: Parse exported endpoint log CSV files from SIEM or EDR
python-evtx (Evtx): Parse Windows Sysmon EVTX event logs directly
re: Regex matching for suspicious command-line patterns

CLI Interface

python agent.py csv --file <csv_path> [--process-col Image] [--cmdline-col CommandLine]
python agent.py evtx --file <evtx_path>

Core Functions

`scan_csv_logs(csv_file, process_col, cmdline_col)`

Scans CSV-exported endpoint logs for LOLBin process executions with suspicious arguments.

Parameters:

Name	Type	Description
`csv_file`	str	Path to CSV log file
`process_col`	str	Column name for process image path (default: `Image`)
`cmdline_col`	str	Column name for command line (default: `CommandLine`)

Returns: dict with total_findings, by_binary counts, by_mitre counts, findings list.

`scan_evtx_sysmon(evtx_file)`

Parses Sysmon EVTX logs for Event ID 1 (Process Creation) matching LOLBin signatures.

Parameters:

Name	Type	Description
`evtx_file`	str	Path to Sysmon .evtx file

Returns: dict with total_findings and findings with record IDs, binary names, MITRE IDs.

LOLBins Detected (14 binaries)

certutil.exe, mshta.exe, regsvr32.exe, rundll32.exe, bitsadmin.exe, wmic.exe, msiexec.exe, cmstp.exe, forfiles.exe, pcalua.exe, csc.exe, installutil.exe, msbuild.exe, powershell.exe

Output Format

{
  "total_findings": 12,
  "by_binary": {"powershell.exe": 5, "certutil.exe": 4},
  "by_mitre": {"T1059.001": 5, "T1140": 4},
  "findings": [{"binary": "...", "mitre": "...", "command_line": "..."}]
}

Dependencies

pip install python-evtx

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