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Skill scan report

paper-lookup

View on GitHub
20 Low This skill sends sensitive values to an external host.

What this skill does

Academic literature search and retrieval

github/k-dense-ai - Data Exfiltration - 33.1k stars

ThreatsData Exfiltration

Threat analysis

Data Exfiltration2 findings

Skill info

Namek-dense-ai/paper-lookup
Registrygithub
Version3956e54
PURLpkg:github/K-Dense-AI/scientific-agent-skills@3956e54?skill=paper-lookup
Stars33.1k

Assessments (2)

Data Exfiltration2 findings MEDIUM
MEDIUM

Data Exfiltration via local-llm-review

scripts/arxiv_atom.py

The script handles arXiv's HTTP-200 failures and exits with specific codes (3 for Error entry, 5 for throttling). This could be used to silently suppress error conditions or misrepresent query results
MEDIUM

Data Exfiltration via local-llm-review

scripts/openalex_abstract.py

The script reconstructs OpenAlex abstracts from inverted indexes, which could potentially be used to infer or reconstruct sensitive information from partial data.

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How Anomity governs this at runtime

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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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