research-new-attack-classes SKILL.md skillC

research-new-attack-classes from aveproject/ave is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add aveproject/ave/research-new-attack-classes@git:20260717.294d215

Pins git:20260717.294d215 in mdr.lock. Pin the fingerprint instead.

Audit grade
C, 14 of 17 checks passed
Kind
SKILL.md skill
Repository
aveproject/ave
Path
.claude/skills/research-new-attack-classes/SKILL.md
Versions recorded
2
Latest version
git:20260717.294d215, committed Jul 17, 2026
First version recorded
Jun 18, 2026
Size
11,202 bytes
Repository stars
24
License
Apache-2.0

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

# research-new-attack-classes

Keep AVE current with the real threat landscape. This skill researches
agentic AI / MCP attack classes from primary sources, benchmarks each
against the existing AVE record set, and for every class decides one of
three outcomes: ALREADY COVERED, VARIANT OF EXISTING, or NEW CLASS.

For NEW CLASS only, it opens a GitHub issue and hands off to add-ave-record.

This skill never pads. It maps to distinct behavioral classes that exist
in cited research. If a "new" attack is just a textual variant of a class
AVE already covers, it is logged as a variant, not a new record.

---

## When to run this

- Monthly cadence (the field moves fast — set a recurring reminder)
- After a major disclosure (a new CVE, a new OX/Invariant/HiddenLayer report)
- After a new academic taxonomy or benchmark paper drops
- Before a release (close the gap deliberately)

Do NOT run this to hit a record-count target. Run it to stay current.
There is no quota. The right number of records equals the number of
distinct behavioral classes that exist — no more.

---

## Inputs

- The current record set in `records/*.json`
- The schema in `schema/ave-record.schema.json`
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add aveproject/ave/research-new-attack-classes@sha256:e47bb3bfc39a689a

The line at the top of this page pins the label git:20260717.294d215, 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_2gpbaftipzixvkur.svg)](https://markdownregistry.com/a/art_2gpbaftipzixvkur)

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

Versions

The registry has recorded 2 versions of this file, between Jun 18, 2026 and Jul 17, 2026, about one every 30 days.

versioncommittedcommitsizeaudit
git:20260717.294d215 latest2026-07-17 294d215 11,202 BC view · diff
git:20260618.9c6c22c2026-06-18 9c6c22c 11,223 BC view

Audit of the latest version

C  14 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: Frontmatter block present
  • fail: Frontmatter declares a name
  • fail: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (11202 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

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

aveproject/ave · 24 stars · license Apache-2.0 · pushed 2026-10-31 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2gpbaftipzixvkur
GET https://markdownregistry.com/api/v1/resolve?ref=aveproject/ave/research-new-attack-classes
GET https://markdownregistry.com/api/v1/blob/e47bb3bfc39a689adf82c5d095124b358b82d397c8ff93ce5a9b569484d6b40a

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 aveproject/ave

add-ave-record SKILL.md skill
aveproject/ave · .claude/skills/add-ave-record/SKILL.md
git:20261031.ec06412 · audit C · 24 stars
design-an-interface SKILL.md skill
aveproject/ave · .claude/skills/design-an-interface/SKILL.md
git:20260618.9c6c22c · audit C · 24 stars
diagnose SKILL.md skill
aveproject/ave · .claude/skills/diagnose/SKILL.md
git:20260618.9c6c22c · audit C · 24 stars
git-guardrails SKILL.md skill
aveproject/ave · .claude/skills/git-guardrails/SKILL.md
git:20260618.9c6c22c · audit C · 24 stars
grill-with-docs SKILL.md skill
aveproject/ave · .claude/skills/grill-with-docs/SKILL.md
git:20260728.51153db · audit C · 24 stars
handoff SKILL.md skill
aveproject/ave · .claude/skills/handoff/SKILL.md
git:20260717.294d215 · audit C · 24 stars
improve-codebase-architecture SKILL.md skill
aveproject/ave · .claude/skills/improve-codebase-architecture/SKILL.md
git:20260618.9c6c22c · audit C · 24 stars
setup-ave-skills SKILL.md skill
aveproject/ave · .claude/skills/setup-ave-skills/SKILL.md
git:20260618.9c6c22c · audit C · 24 stars
tdd SKILL.md skill
aveproject/ave · .claude/skills/tdd/SKILL.md
git:20260618.9c6c22c · audit C · 24 stars
to-issues SKILL.md skill
aveproject/ave · .claude/skills/to-issues/SKILL.md
git:20260618.9c6c22c · audit C · 24 stars
to-prd SKILL.md skill
aveproject/ave · .claude/skills/to-prd/SKILL.md
git:20260618.9c6c22c · audit C · 24 stars
zoom-out SKILL.md skill
aveproject/ave · .claude/skills/zoom-out/SKILL.md
git:20260618.9c6c22c · audit C · 24 stars

Every file in aveproject/ave

Browse by kind, by grade C, or by owner.