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.
66
78%
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Low
Low-risk findings worth noting
Fix and improve this skill with Tessl
tessl review fix ./skills/skills-codex-claude-review/novelty-check/SKILL.mdLow
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 performs runtime WebSearch/WebFetch of public literature (outsider-authored web pages/abstracts) and then includes those fetched paper texts in the prompt sent to the LLM via `mcp__claude-review__review_start`.
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- Security analysis
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