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Skill scan report

daily-paper-generator

View on GitHub
4 Info Automated analysis flagged 1 potential risk pattern.

What this skill does

The skill is a research paper discovery and summarization tool that searches arXiv and bioRxiv for recent papers on a given topic and generates bilingual summaries.

github/galaxy-dawn - Information Disclosure - 5.1k stars

ThreatsInformation Disclosure

Threat analysis

Information Disclosure1 finding

Skill info

Namegalaxy-dawn/daily-paper-generator
Registrygithub
Version2f7766f
PURLpkg:github/Galaxy-Dawn/claude-scholar@2f7766f?skill=daily-paper-generator
Stars5.1k

Assessments (1)

Information Disclosure1 finding LOW
LOW

Information Disclosure via local-llm-review

scripts/arxiv_search.py

The script uses `urlopen` to fetch data from arXiv and bioRxiv APIs, which is legitimate but could be flagged as a potential information disclosure risk if not properly scoped.

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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 daily-paper-generator? Report an issue or request a rescan.

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