Use when scientific work combines literature research, manuscript or grant writing, experiment planning, code implementation, data analysis, debugging, reproducibility checks, citation verification, figure preparation, ablation studies, daily research planning, or local research artifacts such as DOCX, PDF, LaTeX, notebooks, scripts, figures, datasets, or lab outputs.