ml-paper-writing
Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, reviewer guidelines, and citation verification workflows.
71
88%
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Critical
Do not install without reviewing
The canonical home for this skill is ml-paper-writing in OpenLAIR/dr-claw
Security
1 critical severity finding. Installing this skill is not recommended: please review these findings carefully if you do intend to do so.
E005: Suspicious download URL detected in skill instructions.
What this means
Detected a suspicious URL in the skill instructions that could lead the agent to download and execute malicious scripts or binaries. This includes links to executables from untrusted sources, typosquatting of official packages, URL shorteners that obscure the destination, and personal file hosting services.
Why it was flagged
The skill instructs installation of a remote MCP via npx pointing to https://mcp.exa.ai/mcp (fetch-and-run of third‑party code), which is an unverified remote installer and therefore a high-risk download/execute vector.
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
Although the skill itself mostly uses bundled/local reference text (SKILL.md and references/*), its required runtime workflow explicitly performs web/API literature search (semantic scholar/CrossRef/arXiv/Exa MCP) and ingests returned paper metadata/abstracts as readable text into the agent context, enabling outsider-authored content and potential indirect prompt injection via fetched results.
- Repository
- synthetic-sciences/openscience
- Commit
52845c3
- Audited
- Security analysis
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