What problem does it solve?
Reviews often arrive with multiple, overlapping concerns, and authors need a venue-compliant rebuttal that answers every issue without inventing evidence or making unapproved promises.
Core Features & Use Cases
- Review-to-issue parsing: Normalizes and atomizes reviewer feedback into an actionable issue board with severity, priority, and response mode targets.
- Evidence- and commitment-gated safety: Enforces provenance and commitment rules so every factual statement is traceable and every promise is approved.
- Venue-limit drafting: Produces either a single compliant rebuttal document (shared response) or per-reviewer thread responses that are self-contained.
- Follow-up round management: Tracks deltas across rebuttal and subsequent rounds with an auditable revision checklist.
- Optional stress-testing: Uses Codex MCP to identify weak coverage, unsupported claims, tone issues, and backfiring phrasing—without fabricating evidence.
Quick Start
Use the rebuttal skill to draft a text-only ICML rebuttal by providing the paper path or review bundle and the target venue/limits.