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Skill scan report

paper-lookup

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

What this skill does

The skill 'paper-lookup' is a research tool that searches academic paper databases via REST APIs. It is designed to help users find papers, citations, DOI/PMID lookups, abstracts, full text, open acce

github/zlanqing - Information Disclosure - 2.7k stars

ThreatsInformation Disclosure

Threat analysis

Information Disclosure1 finding

Skill info

Namezlanqing/paper-lookup
Registrygithub
Version7ed6377
PURLpkg:github/zLanqing/codex-claude-academic-skills@7ed6377?skill=paper-lookup
Stars2.7k

Assessments (1)

Information Disclosure1 finding LOW
LOW

Information Disclosure via local-llm-review

references/semantic-scholar.md

The document contains API endpoints and authentication details for Semantic Scholar, which could be used by an attacker to access the API if the key is exposed. However, this is standard documentation

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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 paper-lookup? Report an issue or request a rescan.

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