novelty-check
Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.
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
Yes: Phase B uses runtime WebSearch/WebFetch to read outsider-authored public web content (papers/abstracts) and then Phase C passes that fetched text plus the user’s method into the LLM via the `mcp__gemini-review__review_start` prompt.
- Commit
f4f20f9
- Audited
- Security analysis
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