What problem does it solve?
Helps researchers convert verified research notes, results, and citations into clear, conservative, publication-ready scientific writing—without inventing claims, citations, metrics, or outcomes.
Core Features & Use Cases
- Evidence-first drafting and revision: Write or revise sections (Abstract, Introduction, Related Work, Methods, Experiments, Results, Discussion, Limitations, Conclusion, rebuttals) by grounding each sentence in available evidence.
- Citation-safe prose: Prevents hallucinated references by preserving known citation keys and using explicit TODO markers when citations are missing or uncertain.
- Result-safe reporting: Converts verified run artifacts and result tables into narrative; when results are incomplete, uses scaffold/TODO language instead of fabricating metrics.
- Claim calibration for manuscript risk zones: Routinely flags high-risk phrasing (e.g., “significantly improves”, “SOTA”, “robust”) until
claim-auditor confirms support.
Quick Start
Use the scientific-writing skill to draft a conservative LaTeX-ready introduction for your paper from your existing literature-review and citation-managed notes.
