detection-engineering skillA
detection-engineering is agent-read markdown (skill) from gensecaihq/wazuh-autopilot: 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..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns 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@v1.1mdr add gensecaihq/wazuh-autopilot/detection-engineering@sha256:83e6b5f61a351102Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_z3hgp5h5xlj43auv)
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Versions
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 · 57 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
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