AI Risk Wire

Cases › security breach › LR-2026-0309

ClawHavoc: 341 malicious skills on OpenClaw's ClawHub deliver infostealers

Preliminary Why: 1 report: The Hacker News · subject to change · 1 independent report

Status: no action reported

Severity moderate
Reported 1 Feb 2026
Developer and model Peter Steinberger

No source states: loss or records, agent tool, could do, deployer, industry.

Severity moderate: Test: data or systems of others touched with a bounded scope stated. Fact: 341 malicious skills found in an audit of 2,857 skills across multiple campaigns.

Koi Security audited 2,857 skills on ClawHub, a marketplace of third-party extensions for the self-hosted OpenClaw AI assistant, and found 341 malicious skills across multiple campaigns. Of these, 335 skills used fake prerequisites to install the Atomic Stealer (AMOS) macOS stealer, and some hid reverse shell backdoors or exfiltrated bot credentials. The problem stems from the marketplace being open by default, with a publisher only needing a GitHub account at least one week old. OpenClaw's creator later rolled out a user reporting feature that lets signed-in users flag a skill. The same campaign was also flagged by OpenSourceMalware.

What happened

No source tells the story step by step yet.

What was done

No source states an action or fix.

Risks

Supply-chain compromise
Primary
24 incidents
Rising: 4 vs 0.2 a week

Read from the sources; not yet reviewed by a person.

Controls

Application

Did not exist Vetting of plug-ins, skills and dependencies

Control failure chain

L1 · Model Not stated in sourcesPeter Steinberger
L2 · Harness Not stated in sourcesHarness not named
L3 · Application Did not existDeployer not named
L4 · Infrastructure / target Not stated in sourcesOrganisation hit

L1 · ModelPeter SteinbergerModel provider

No source mentions a control at this layer.

Model version not linked to a model card.

L2 · HarnessHarness not namedAgent framework vendor

No source mentions a control at this layer.

Other controls for this risk at this layer, not mentioned in the sources: Sandboxed code execution.

L3 · ApplicationDeployer not namedDeployer

Did not existVetting of plug-ins, skills and dependencies“The problem stems from the fact that ClawHub is open by default and allows anyone to upload skills.”The Hacker News

Other controls for this risk at this layer, not mentioned in the sources: Signed and verified components, AI bill of materials, Vulnerability scanning of AI components, Model provenance checks, Least-privilege access for the agent.

L4 · Infrastructure / targetOrganisation hit

No source mentions a control at this layer.

Other controls for this risk at this layer, not mentioned in the sources: Secrets scanning.

EffectiveNot effectiveNot effective (bypassed)Did not existNot stated in sourcesNot yet checkedAttacker's ownOrder: model · harness · application · target

Controls for this risk: result in this incident

ControlPart of the systemResult
Sandboxed code executionL2 HarnessNot stated in sources
Vetting of plug-ins, skills and dependenciesL3 ApplicationDid not exist
Least-privilege access for the agentL3 ApplicationNot stated in sources
Signed and verified componentsL3 ApplicationNot stated in sources
AI bill of materialsL3 ApplicationNot stated in sources
Vulnerability scanning of AI componentsL3 ApplicationNot stated in sources
Model provenance checksL3 ApplicationNot stated in sources
Secrets scanningL4 Infrastructure / targetNot stated in sources

Similar incidents

All cases of this kind ›

Evidence

No source states: a step-by-step account, when it happened, when it was found, how many records were exposed, the direct loss, a count of the other parties affected, any court case, the cause, what set it off, what was done.

Show the full account: 3 items from the primary sources

What happened, in order

Not dated in the sources:

  • Palo Alto Networks warned that OpenClaw was vulnerable by design, before the ClawHavoc findings.
  • OpenSourceMalware reported the same ClawHavoc campaign, coinciding with the Koi Security findings.
  • OpenClaw's creator later rolled out a reporting feature allowing signed-in users to flag skills.
Show every field, with its source and grade

The AI system

Developer
Peter Steinberger
C one secondary source states it
What it was for
Finding and installing third-party skills
C one secondary source states it

What happened

Earliest source we hold
2026-02-01
D inferred by us from the described behaviour, reason shown
Who caught it
an outside party
C one secondary source states it
Who caused it
an outside attacker
C one secondary source states it
What went wrong
security breach
C one secondary source states it
primary risk
RK06
D inferred by us from the described behaviour, reason shown
secondary risks
RK04
D inferred by us from the described behaviour, reason shown
control chain
layer: L3; party: deployer; control id: G3; outcome: missing; quote: The problem stems from the fact that ClawHub is open by default and allows anyone to upload skills.; source index: 1
C one secondary source states it

Impact

Severity
moderate
D inferred by us from the described behaviour, reason shown
Kinds of data exposed
exchange API keys, wallet private keys, SSH credentials, browser passwords
C one secondary source states it
Why this severity
Test: data or systems of others touched with a bounded scope stated. Fact: 341 malicious skills found in an audit of 2,857 skills across multiple campaigns.
D inferred by us from the described behaviour, reason shown

Notes on gaps

Sources state no dates for when the malicious skills were uploaded, found, or disclosed beyond press dates, so no event dates are given. Control G3 is marked missing because the sources describe no vetting of skills, and the sources do not state whether other controls held or failed.

LR-2026-0309 · version 1 · published 2026-11-01 after automatic checks; not yet checked field by field by a person · JSON