research-wiki
Persistent research knowledge base that accumulates papers, ideas, experiments, claims, and their relationships across the entire research lifecycle. Inspired by Karpathy's LLM Wiki pattern. Use when user says "知识库", "research wiki", "add paper", "wiki query", "查知识库", or wants to build/query a persistent field map.
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Low
Low-risk findings worth noting
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tessl review fix ./skills/research-wiki/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 `SKILL.md` defines a research-wiki runtime that ingests outsider-authored paper text/abstracts (via `/research-wiki ingest "<paper title>" --arxiv-id ...` fetching from arXiv) and also builds context from existing wiki fields when `/research-wiki query "<topic>"` generates `query_pack.md`, so free text from an external submitter can be ingested and later read by the LLM.
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