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dfir

Digital forensics and incident response - Windows event log analysis, PCAP forensics, filesystem artifact analysis, AD attack detection, and timeline…

Skill by mdriscoll-ct

IndexedMIT
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About

Digital forensics and incident response - Windows event log analysis, PCAP forensics, filesystem artifact analysis, AD attack detection, and timeline correlation. Use when investigating security incidents, analyzing Sherlocks, or performing threat hunting on provided evidence files.

Use cases: security, marketing

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What's inside

Skill name
dfir
Description
Digital forensics and incident response - Windows event log analysis, PCAP forensics, filesystem artifact analysis, AD attack detection, and timeline correlation. Use when investigating security incidents, analyzing Sherlocks, or performing threat hunting on provided evidence files.
License
MIT
Instructions
72 lines in SKILL.md · view on GitHub

Files (4)

  • SKILL.md
  • filesystem-forensics.md · reference/
  • network-forensics.md · reference/
  • windows-event-analysis.md · reference/

SKILL.md (first lines)

# DFIR

Investigate security incidents by analyzing event logs, network captures, and filesystem artifacts. Detect and reconstruct AD attack chains.

## Techniques

| Domain | Key Capabilities |
|--------|-----------------|
| **Windows Event Logs** | EVTX parsing, Event ID correlation, logon tracking, privilege enumeration |
| **Network Forensics** | PCAP analysis, NTLM extraction, LLMNR/NBT-NS poisoning detection, relay identification |
| **Filesystem Forensics** | MFT parsing, Prefetch analysis, VSS artifact recovery, Linux persistence, timeline reconstruction |
| **AD Attack Detection** | Kerberoasting, AS-REP roasting, NTDS dump, NTLM relay, credential theft |
| **Memory Forensics** | Volatility3 analysis: process trees, file extraction, SID resolution, command lines |
| **Hash Analysis** | NTLMv2 hash construction from pcap, offline cracking validation |

## Workflow

1. **Inventory evidence** — List all artifacts (EVTX, pcap, MFT, prefetch, registry)
2. **Parse structured data** — EVTX with `python-evtx`, pcap with `tshark`, MFT with `analyzeMFT`
3. **Identify attack indicators** — Key Event IDs, suspicious traffic patterns, anomalous files
4. **Correlate across sources** — Match timestamps, IPs, LogonIDs, and process IDs across artifacts
5. **Reconstruct timeline** — Build chronological attack chain with UTC timestamps
6. **Answer investigative questions** — Map findings to specific incident response queries

## Tools

```bash
pip install python-evtx windowsprefetch analyzeMFT
brew install wireshark p7zip hashcat
```

| Tool | Purpose |
|------|---------|
| `python-evtx` | Parse Windows .evtx files |
| `tshark` | CLI pcap analysis (NTLM, LLMNR, SMB filters) |
| `analyzeMFT` | Parse NTFS Master File Table |
| `windowsprefetch` | Parse Windows prefetch files (Windows host only) |
| `hashcat` | Hash cracking (NTLMv2 mode 5600, Kerberos mode 13100/18200) |
| `volatility3` | Memory dump analysis (pstree, filescan, dumpfiles, getsid, cmdline) |
| `7z` | Extract AES-encrypted evidence ZIPs |

## Quick Reference: Key Event IDs

| Event ID | Log | Indicates |
|----------|-----|-----------|
| 4624 | Security | Successful logon (check Type + IP mismatch) |
| 4768 | Security | TGT request (PreAuthType=0 → AS-REP roast) |
| 4769 | Security | TGS request (EncType=0x17 → Kerberoast) |
| 4799 | Security | Group membership enumerated (VSS/ntdsutil) |
| 5140 | Security | Network share accessed |
| 7036 | System | Service state change (VSS start → NTDS dump) |
| 325/326/327 | Application | ESENT database create/detach/close |
| 330 | Application | ESENT database file info |
| 3006/3008 | DNS Client Events | DNS query sent/response received (malicious domain lookups) |
| 106/200 | Task Scheduler | Scheduled task created/executed (persistence via schtasks) |

## Reference

- [windows-event-analysis.md](reference/windows-event-analysis.md) — EVTX parsing patterns and AD attack detection
- [network-forensics.md](reference/network-forensics.md) — PCAP analysis for NTLM, LLMNR, relay detection
- [filesystem-forensics.md](reference/filesystem-forensics.md) — MFT, Prefetch, VSS artifact analysis

## Critical Rules

- **Answer formatting**: When forensics questions ask for "the value" of a code variable (e.g., PHP `$shell`), include language-specific string delimiters and terminators (e.g., `'value';` not just `value`). Check placeholder hints for format clues.
- All timestamps in **UTC** — convert from local time zones in pcap/logs. **AM/PM trap**: 12:XX AM = 00:XX (midnight), 12:XX PM = 12:XX (noon). 12 AM ≠ 01:00.
- Parse EVTX with `python-evtx` (XML namespace: `http://schemas.microsoft.com/win/2004/08/events/event`)
- Use `tshark` for pcap (not scapy for large files) — filter with `-Y` display filters
- Decompress Win10 prefetch (MAM\x04 header) with `dissect.util.compression.lzxpress_huffman`
- For AES-encrypted ZIPs (compression method 99), use `7z` not `unzip`

From mdriscoll-ct/TOOLS, MIT.

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Last commit (this folder)
Apr 14, 2026 (6 months ago)

From GitHub (fetched Oct 24, 2026).

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License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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dfir skill. Agent Mart. https://agentmart.dev/skills/mdriscoll-ct-dfir (last updated 2026-10-24)