rebuttal
Workflow 4: Submission rebuttal pipeline. Parses external reviews, enforces coverage and grounding, drafts a safe text-only rebuttal under venue limits, and manages follow-up rounds. Use when user says "rebuttal", "reply to reviewers", "ICML rebuttal", "OpenReview response", or wants to answer external reviews safely.
72
89%
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Low
Low-risk findings worth noting
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
Outsider-authored free text from the “Raw reviews” input (Phase 1: normalize into `rebuttal/REVIEWS_RAW.md`, then used in Phase 6 Codex Reviewer Stress Test message as “[raw reviews + issue board + draft + venue rules]”) is fed into the LLM context, creating an indirect prompt-injection path via reviewer text.
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f4f20f9
- Audited
- Security analysis
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