paper-writing
Workflow 3: Full paper writing pipeline that goes from a narrative report to a polished, submission-ready PDF. Use when user says "写论文全流程", "write paper pipeline", "从报告到PDF", "paper writing", or wants the complete paper generation workflow.
68
85%
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Low
Low-risk findings worth noting
Low
Low-risk findings.
2 low severity findings. 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
At runtime, the workflow ingests the user-supplied `NARRATIVE_REPORT.md`/topic passed into `/paper-plan "$ARGUMENTS"` and then carries the resulting plan/claims-evidence into multiple LLM steps (plan review, acceptance-contract negotiation, figure/figure-spec generation, LaTeX writing, and improvement loop).
W012: Unverifiable external dependency detected (runtime URL that controls agent).
What this means
The skill fetches instructions or code from an external URL at runtime, and the fetched content directly controls the agent’s prompts or executes code. This dynamic dependency allows the external source to modify the agent’s behavior without any changes to the skill itself.
Why it was flagged
The skill runs a runtime helper via `python3 "$STYLE_HELPER" --source "<source>"` and explicitly accepts an "http(s) URL" as a --style-ref source which is parsed into a style_profile and forwarded to writer sub-skills, so remote http(s) content can be fetched at runtime and directly influence prompts/instructions.
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- Security analysis
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