exposure-risk-quantification SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
exposure-risk-quantification from novaestellar/novahaku is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add novaestellar/novahaku/exposure-risk-quantification@v1Pins v1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- novaestellar/novahaku
- Path
testing/exposure-risk-quantification/SKILL.md- Versions recorded
- 1
- Latest version
- v1, committed Sep 8, 2026
- Size
- 41,746 bytes
- Repository stars
- 28
- License
- MIT
FAIR-aligned exposure quantification: turns a pile of recon findings into a defensible 0-100 + A-F org risk score (Likelihood x Impact, three ownership-aware factors: exposure/threat/impact), an ownership + proof demotion cap so unproven or weakly-owned findings can't inflate the number, a $-denominated FAIR loss-magnitude estimate (IBM/Ponemon per-record cost bands, cross-source record dedup, threat-factor annualization), attack-path amplification (curated red-team chain catalog + generic…
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
# Exposure Risk Quantification — FAIR Scoring, $-Loss, and the Board Deliverable > Companion skill: `osint-methodology` (the "how to think" recon skill — see its §9 severity > rubric and §16 client deliverable templates). This skill is the "how to quantify and > present" layer on top of a finished recon pass: it takes findings the methodology skill's > pipeline already produced and turns them into a number a board will act on. ## 0. When to Use / When NOT **Use this skill when:** you have a completed set of recon findings (from any engagement, not just one tool's output) and need to (a) compute a defensible 0–100 + A–F risk score, (b) estimate a $-denominated loss range, (c) rank attack-path chains by exploitability, or (d) assemble a board/exec one-pager. Also use it to *explain* a score — "why did this grade come out D and not F" is exactly what §7 is for. **Do NOT use this skill when:** you still need to go collect findings — that's `osint-methodology` (methodology) / `offensive-osint` (arsenal). This skill does not probe anything; it has nothing to say until a recon pass has already produced findings, assets, and (ideally) ownership/proof annotations. --- …
Read the whole file at its exact version.
How to install
mdr add novaestellar/novahaku/exposure-risk-quantification@sha256:b8084039a5fe3dbeThe line at the top of this page pins the label v1, 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_l3g4v2jcnuossta6)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 8, 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 (41746 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
novaestellar/novahaku · 28 stars · license MIT · pushed 2026-09-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_l3g4v2jcnuossta6 GET https://markdownregistry.com/api/v1/resolve?ref=novaestellar/novahaku/exposure-risk-quantification GET https://markdownregistry.com/api/v1/blob/b8084039a5fe3dbe6688ff1da145047e9a7882e7df1b7af4c8ebef570e196203
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.
More from novaestellar/novahaku
Every file in novaestellar/novahaku