daily-paper-generator
Use when the user asks to generate daily paper digests on a general topic. This skill supports both arXiv and bioRxiv (or either one), then produces structured Chinese/English summaries for selected papers.
68
82%
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Low
Low-risk findings worth noting
Low
Low-risk findings.
1 low severity finding. Worth noting, but not necessarily harmful.
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
The required workflow ingests outsider-authored free text from public web sources (arXiv/bioRxiv) via `scripts/arxiv_search.py` fetching and parsing their abstracts/summaries (`entry.summary` / `item.get("abstract")`), which then become LLM context inputs during later “Generate bilingual summaries”.
- Repository
- Galaxy-Dawn/claude-scholar
- Commit
2f7766f
- Audited
- Security analysis
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