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.

Create and restyle PDFs, inspect and fill forms.

Create and edit Word documents, apply templates and validate OpenXML.

Read and edit spreadsheets, handle formulas and preserve formatting.

Plan presentations from source material and generate or edit editable PPTX.

Turn documents and notes into linked knowledge entries with sources.

Develop arguments and refine prose from factual source material.

Compare topic angles and produce titles, outlines and tradeoffs.

Plan cover compositions, typography and visual styles from article topics.

Structure content into readable multi-page social cards.

Normalize headings, paragraphs, lists and Markdown formatting.

Convert Markdown into styled HTML for article reading.

Generate and edit artwork using a configured image provider.

Review Git changes for structural, security, performance and edge-case issues.

Plan test scope, critical cases and defect reporting.

Write tests, assertions and mocks using Vitest guidance.

Compare visual directions and define color, typography and critique criteria.

Create HTML prototypes and reusable component or brand design systems.

Review layout, readability, interaction states and responsive behavior.