dfir
Digital forensics and incident response - Windows event log analysis, PCAP forensics, filesystem artifact analysis, AD attack detection, and timeline…
Skill by transilienceai
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
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About
Use cases: security, marketing
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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
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- Install scripts
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Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/dfir
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
- 78 lines in SKILL.md · view on GitHub
Files (34)
- SKILL.md
- INDEX.md · reference/
- c2-traffic-decryption.md · reference/
- dfir-principles.md · reference/
- filesystem-forensics.md · reference/
- network-forensics.md · reference/
- dcsync-detection.md · reference/scenarios/ad-attack-detection/
- golden-ticket-detection.md · reference/scenarios/ad-attack-detection/
- kerberos-roast-detection.md · reference/scenarios/ad-attack-detection/
- lateral-movement-indicators.md · reference/scenarios/ad-attack-detection/
- lnk-file-analysis.md · reference/scenarios/filesystem/
- ntfs-mft-analysis.md · reference/scenarios/filesystem/
- prefetch-analysis.md · reference/scenarios/filesystem/
- shellbags-userassist.md · reference/scenarios/filesystem/
- timeline-creation.md · reference/scenarios/filesystem/
- linux-auth-logs.md · reference/scenarios/log-analysis/
- splunk-spl-queries.md · reference/scenarios/log-analysis/
- sysmon-rules.md · reference/scenarios/log-analysis/
- webserver-logs.md · reference/scenarios/log-analysis/
- windows-event-logs.md · reference/scenarios/log-analysis/
- cobalt-strike-beacon-config-extraction.md · reference/scenarios/malware/
- malicious-browser-extension-exfil.md · reference/scenarios/malware/
- injected-code-detection.md · reference/scenarios/memory/
- memory-credential-extraction.md · reference/scenarios/memory/
- network-artifacts-from-mem.md · reference/scenarios/memory/
- nimplant-minidump-task-recovery.md · reference/scenarios/memory/
- volatility-process-analysis.md · reference/scenarios/memory/
- c2-traffic-decryption.md · reference/scenarios/pcap/
- credential-extraction.md · reference/scenarios/pcap/
- dns-tunneling-detection.md · reference/scenarios/pcap/
- http-objects-export.md · reference/scenarios/pcap/
- tcp-stream-extraction.md · reference/scenarios/pcap/
- tls-decryption.md · reference/scenarios/pcap/
- 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 `$shell`), include language-specific string delimiters and terminators (e.g., `'value';` not just `value`). Check placeholder hints for format clues.
- For malicious Office OOXML, inspect more than VBA streams: attackers may split staged Base64 or script content across drawing/object descriptors, shared strings, named cells, and hidden UserForm control captions/values.
- When a VBA byte array starts with an `fnstenv`/`pop` decoder stub, convert signed integers to raw bytes and test a Shikata-style rolling XOR decode before treating the shellcode as corrupt.
- For legacy Excel BIFF/XLS malware, inspect `BOUNDSHEET` records for `hidden` or `very hidden` worksheets and specifically check for Excel 4.0 macro sheets; changing the hidden-state byte or parsing the sheet directly can expose staged strings and flag fragments that never appear in normal workbook views.
- For webshell traffic in PCAPs, recover static keys from the uploaded server-side code first, then decrypt operator tasking before chasing later payloads; if a dropped XOR key file is referenced by a shellcode stage, verify where the encoded region actually starts instead of XORing the whole blob from offset zero.
- **PowerShell stager pattern** (in-place reverse + base64 + IEX): when a stage-1 PS script does `[array]::Reverse($charArr)` followed by `FromBase64String("$charArr")`, the `-join` line is often a red herring — string interpolation of a char array uses `$OFS=' '` and `FromBase64String` tolerates whitespace. Reverse the original base64 string (not the joined-with-spaces version) and decode to get stage 2.
- **Multi-fragment flag exfil**: forensic challenges may split a flag across (a) a hardcoded `$partN` in the malware that is *defined but never referenced* (often base64'd), and (b) a field of the captured C2 POST body. Decrypt the body with the static AES key from the leaked stage-2 source (PowerShell `Encrypt-String` puts `IV‖ciphertext` then base64-wraps); inspect every JSON field for further base64.
- 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 transilienceai/communitytools, MIT.
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- Stars
- 591
- Forks
- 83
- Open issues
- 10
- Last commit (this folder)
- Jun 9, 2026 (4 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/transilienceai/communitytools
- Website
- www.transilience.ai/
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
dfir skill. Agent Mart. https://agentmart.dev/skills/transilienceai-dfir (last updated 2026-10-24)