implement-paper-auto

MEDIUM W011: Third-party content exposure detected (indirect prompt injection risk).

• Third-party content exposure detected (high risk: 0.90). The skill's SKILL.md explicitly instructs the agent to fetch and ingest paper content from public third-party endpoints (https://alphaxiv.org/overview/{PAPER_ID}.md and https://alphaxiv.org/abs/{PAPER_ID}.md, with a fallback to arxiv.org PDF), so the agent will read and act on untrusted external content that can influence its implementation decisions.

MEDIUM W012: Unverifiable external dependency detected (runtime URL that controls agent).

• Potentially malicious external URL detected (high risk: 0.90). The skill explicitly instructs the agent to run curl against "https://alphaxiv.org/overview/{PAPER_ID}.md" (with fallback "https://alphaxiv.org/abs/{PAPER_ID}.md") at runtime and to use the fetched markdown as the LLM-facing paper content driving the notebook generation, so remote content directly influences agent prompts.