semantic-scholar
Search published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API. Complements /arxiv (preprints) with citation counts, venue metadata, and TLDR. Use when user says "search semantic scholar", "find IEEE papers", "find journal papers", "venue papers", "citation search", or wants published literature beyond arXiv preprints.
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Does it follow best practices?
Impact
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No eval scenarios have been run
Advisory
Suggest reviewing before use
Security
1 medium severity finding. This skill can be installed but you should review these findings before use.
W011: Third-party content exposure detected (indirect prompt injection risk)
What this means
The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.
Why it was flagged
Third-party content exposure detected (high risk: 0.70). The skill calls the public Semantic Scholar API (see Step 2 and the fallback to https://api.semanticscholar.org/graph/v1/paper/search) and reads/uses paper TLDRs, abstracts, openAccessPdf URLs and metadata in its normal workflow (Steps 5–7) to rank/prioritize results and ingest into a research wiki, so external, untrusted third‑party content is consumed and can materially influence agent behavior.
- Commit
fe5963c
- Audited
- Security analysis
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