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.
64
75%
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Low
Low-risk findings worth noting
Fix and improve this skill with Tessl
tessl review fix ./skills/skills-codex/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
SKILL.md Phase B requires runtime WebFetch of abstracts/“related work” from potentially arbitrary web sources (public web content fetched at runtime), and Phase C then includes “all papers found in Phase B” plus the proposed method in the spawned reviewer agent prompt—so outsider-authored free text can enter the LLM context via the WebSearch/WebFetch → Phase B papers → Phase C prompt.
- Commit
f4f20f9
- Audited
- Security analysis
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