Skills

Plan searches, screen sources, and synthesize evidence.

Validate metadata, DOIs, and BibTeX citations.

Choose statistical methods, check assumptions, and interpret results.

Create readable and reproducible scientific figures.

Structure manuscripts and review evidence and reporting requirements.

Analyze a paper’s question, method and contribution in structured notes.

Explore research gaps and candidate directions without treating ideas as verified findings.

Shared references for Nature reading, review and revision; not a standalone workflow.

Create source-grounded bilingual readers with aligned text, figures and equations.

Assess significance, validity, evidence and presentation with prioritized concerns.

Draft point-by-point responses, revision letters and consistent revision packages.