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.
89
88%
Does it follow best practices?
Impact
Pending
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: 0.80). The skill explicitly calls the public Semantic Scholar API (e.g., fallback to https://api.semanticscholar.org/graph/v1/paper/search in Step 2) to fetch paper metadata, TLDRs and abstracts which the agent uses to rank/prioritize results (Key Rules: "Citation count is gold") and to ingest into the research wiki (Step 7), so untrusted third‑party content can directly influence tool use and next actions.
- Commit
700fbe2
- Audited
- Security analysis
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