What problem does it solve?
This Skill helps you turn an ML research repo into a publication-ready paper by guiding narrative framing, section-by-section drafting, and conference-ready formatting for top venues.
Core Features & Use Cases
- Publication-grade paper workflow: Supports end-to-end drafting from repo comprehension through abstract, introduction, methods, experiments, related work, and limitations.
- Anti-hallucination citation discipline: Enforces programmatic citation verification and provides an explicit placeholder pattern when verification fails.
- Venue-aware guidance: Targets NeurIPS, ICML, ICLR, ACL, AAAI, and COLM, and clearly routes systems venues (OSDI/NSDI/ASPLOS/SOSP) to systems-paper-writing.
- Proactive first drafts: Emphasizes delivering complete drafts first, then iterating with feedback to reduce blocking.
Quick Start
Use the ml-paper-writing skill to draft a full first paper draft from your research repository while you verify every citation programmatically.