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Skill scan report

research-swarm

View on GitHub
35 Medium This skill sends sensitive values to an external host. Automated analysis flagged 1 additional risk pattern.

What this skill does

The skill 'research-swarm' is a multi-agent coordinator for cancer research, assigning tasks to agents that search open-access databases and submit cited findings. It interacts with public research AP

github/leoyeai - Network Security - 2.1k stars

ThreatsNetwork Security Data Exfiltration

Threat analysis

Network Security1 finding
Data Exfiltration1 finding

Skill info

Nameleoyeai/research-swarm
Registrygithub
Versione5199b5
PURLpkg:github/LeoYeAI/openclaw-master-skills@e5199b5?skill=research-swarm
Stars2.1k

Assessments (2)

Network Security1 finding HIGH
HIGH

Network Security via local-llm-review

SKILL.md

The skill submits findings to 'https://www.researchswarm.org/api/v1/agents/{agentId}/findings' with no authentication, only an agent ID. This could be exploited if agent IDs are predictable or leaked,
Data Exfiltration1 finding MEDIUM
MEDIUM

Data Exfiltration via local-llm-review

SKILL.md

The skill sends 'title, summary, citations array, confidence rating, contradictions, gaps' to the public endpoint. If this data contains sensitive or proprietary information, it could be exfiltrated w

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How Anomity governs this at runtime

Scan-time vetting tells you what a skill says it will do. Anomity's Endpoint Sensor sees what agents actually do: it discovers skills alongside every other AI artifact on the endpoint, and runtime governance can allow, deny, or log the tool calls a skill triggers. Policy violations route to your SIEM, Slack, email, or Jira, backed by a queryable 90-day audit trail.

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Methodology and disputes

Every skill is assessed by the Anomity Skill Intelligence engine against its public source; findings indicate risk patterns, not confirmed exploitation. Maintainer of research-swarm? Report an issue or request a rescan.

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