systematic-literature-review
Use this skill when the user wants a systematic literature review, survey, or synthesis across multiple academic papers on a topic. Also covers annotated bibliographies and cross-paper comparisons. Searches arXiv and outputs reports in APA, IEEE, or BibTeX format. Not for single-paper tasks — use academic-paper-review for reviewing one paper.
72
88%
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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
Outsider-authored free text from the public arXiv API (public web content) is fetched at runtime by `scripts/arxiv_search.py` and its readable Atom fields—especially `title` and `abstract` (Phase 2 output)—are then passed into subagents for extraction, so the LLM context can include outsider paper text.
- Repository
- bytedance/deer-flow
- Commit
cd9432b
- Audited
- Security analysis
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