threat-hunting SKILL.md skillA

threat-hunting from gensecaihq/wazuh-autopilot is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add gensecaihq/wazuh-autopilot/threat-hunting@v1.1

Pins v1.1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
gensecaihq/wazuh-autopilot
Path
backend/app/skills/threat-hunting/SKILL.md
Versions recorded
1
Latest version
v1.1, committed Sep 24, 2026
Size
4,436 bytes
Repository stars
63
License
MIT

Run hypothesis-driven threat hunts over Wazuh data using the PEAK framework (hypothesis, baseline, model-assisted), record outcomes, and hand confirmed patterns to detection engineering; use for scheduled hunts or when asked to look for undetected activity.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Threat Hunting

Hunting assumes the attacker got past existing detections. NIST CSF 2.0 DE.CM / DE.AE —
continuous monitoring and analysis beyond alert-driven work.

## PEAK framework (Prepare → Execute → Act with Knowledge)

Three hunt types:
1. **Hypothesis-driven** — test a specific idea about attacker behaviour.
2. **Baseline** — characterize normal, then examine outliers (e.g. rare processes,
   rare parent-child pairs, rare outbound destinations).
3. **Model-assisted** — use analytics/aggregation (`analyze_alert_patterns`,
   `get_alerts_aggregated`) to surface anomalies for human-style review.

TaHiTI (Targeted Hunting integrating Threat Intelligence) adds: start hunts from current
threat intel, and feed results back into intel and detection.

## Hypothesis template

```
Hypothesis: <actor behaviour> is occurring on <scope> and would appear as <observable> in <data source>.
ATT&CK: <technique id>
Data: <Wazuh rule groups / fields>
Time range: <e.g. 14d>
Success criteria: <what confirms / refutes>
```

Example: "An attacker has established persistence via cron on Linux servers; this would
appear as FIM or audit events on /etc/cron* or /var/spool/cron outside change windows
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add gensecaihq/wazuh-autopilot/threat-hunting@sha256:84fe81135d1c2425

The line at the top of this page pins the label v1.1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_cawnk3f2qnprpmxf.svg)](https://markdownregistry.com/a/art_cawnk3f2qnprpmxf)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Sep 24, 2026.

versioncommittedcommitsizeaudit
v1.1 latest2026-09-24 616b0ee 4,436 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4436 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

gensecaihq/wazuh-autopilot · 63 stars · license MIT · pushed 2026-09-24 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_cawnk3f2qnprpmxf
GET https://markdownregistry.com/api/v1/resolve?ref=gensecaihq/wazuh-autopilot/threat-hunting
GET https://markdownregistry.com/api/v1/blob/84fe81135d1c242550585ea780977b59715795a38a0f9fb10217bca46ab06eab

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in gensecaihq/wazuh-autopilot

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