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Skill scan report

nature-academic-search

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

What this skill does

Academic literature search and citation management using multiple sources (PubMed, CrossRef, arXiv, etc.)

github/yuan1z0825 - Data Exfiltration - 34.4k stars

ThreatsData Exfiltration Supply Chain

Threat analysis

Data Exfiltration1 finding
Supply Chain1 finding

Skill info

Nameyuan1z0825/nature-academic-search
Registrygithub
Version1ea82ff
PURLpkg:github/Yuan1z0825/nature-skills@1ea82ff?skill=nature-academic-search
Stars34.4k

Assessments (2)

Data Exfiltration1 finding MEDIUM
MEDIUM

Data Exfiltration via local-llm-review

install.sh

The installer script uses pip to install dependencies from requirements.txt, which could include untrusted packages if not properly validated.
Supply Chain1 finding LOW
LOW

Supply Chain via local-llm-review

mcp-server/requirements.txt

The presence of 'mcp' in requirements.txt indicates a dependency on an external package, which could introduce supply chain risks if not properly vetted.

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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 nature-academic-search? Report an issue or request a rescan.

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