detection-engineering SKILL.md skillA
detection-engineering from gensecaihq/wazuh-autopilot is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add gensecaihq/wazuh-autopilot/detection-engineering@v1.1Pins 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/detection-engineering/SKILL.md- Versions recorded
- 1
- Latest version
- v1.1, committed Sep 24, 2026
- Size
- 5,008 bytes
- Repository stars
- 63
- License
- MIT
Design, backtest and tune detections as code — ADS-documented Sigma or Wazuh rules with ATT&CK coverage — and submit them via propose_detection for human review; use for detection gaps, recurring false positives or new TTPs from hunts and incidents.
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
# Detection Engineering Detections are code: versioned, documented, tested, reviewed. You propose; humans review and deploy. Never claim a rule is deployed. ## Inputs that trigger work - Hunt found activity with no alert (detection gap). - Incident where first detection was late (dwell time > 0). - Rule producing repeated false positives (tuning). - New TTP from threat intel relevant to the environment. ## ADS (Alerting and Detection Strategy) — Palantir framework Every proposal documents: 1. **Goal** — what behaviour it detects. 2. **Categorization** — ATT&CK tactic/technique. 3. **Strategy Abstract** — how, at a high level. 4. **Technical Context** — data sources, fields, platform details. 5. **Blind Spots and Assumptions** — what it misses, what must be true. 6. **False Positives** — known benign triggers. 7. **Validation** — how to generate a true positive to test it. 8. **Priority** — alert severity and why. 9. **Response** — what the analyst should do when it fires. ## Rule formats Prefer **Sigma** (portable) with a Wazuh mapping note; use native **Wazuh XML** when the logic depends on Wazuh decoders or `if_sid` chaining. …
Read the whole file at its exact version.
How to install
mdr add gensecaihq/wazuh-autopilot/detection-engineering@sha256:83e6b5f61a351102The 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.
[](https://markdownregistry.com/a/art_z3hgp5h5xlj43auv)
3 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.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5008 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
gensecaihq/wazuh-autopilot · 63 stars · license MIT · pushed 2026-09-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_z3hgp5h5xlj43auv GET https://markdownregistry.com/api/v1/resolve?ref=gensecaihq/wazuh-autopilot/detection-engineering GET https://markdownregistry.com/api/v1/blob/83e6b5f61a3511020235dfc6aded7c5aa4f5d058204d1130ea1722fe4f123db0
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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