paperzilla
Chat with your agent about projects, recommendations, and canonical papers in Paperzilla. Use when users ask for recent project recommendations, canonical paper details, markdown-based summaries, recommendation feedback, feed export, or Atom feed URLs.
66
79%
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Low
Low-risk findings worth noting
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tessl review fix ./skills/paperzilla/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 runtime path uses the `pz` CLI to fetch Paperzilla data (e.g., `pz feed <project-id>` / `pz paper <paper-id> --markdown`), but the provided skill workflow description does not indicate that any outsider-authored free text can be ingested without first selecting a specific item, and it contains no external monitored feed/inbox/listening queue.
- Repository
- K-Dense-AI/scientific-agent-skills
- Commit
1e5eeff
- Audited
- Security analysis
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