Skill UI

Guides research teams through a two-stage manuscript workflow: outline sections with research-lookup, enforce IMRAD structure, citation styles, figures, and reporting guidelines, then convert into polished prose for journals.

This skill guides the process of evaluating research results against intended scientific claims. After running experiments, it systematically collects data from various sources (W&B, logs, etc.), performs a deterministic evidence pre-check to detect hallucinated evidence, and finally uses a Codex judgment to determine if the results support the claims, requiring next actions like pivoting or supplementing the findings.

Manim is a powerful Python library used for creating high-quality mathematical and scientific animations. This skill facilitates the generation of educational videos and complex visualizations for presentations. It is ideal for researchers, educators, or content creators who need to visualize complex concepts in an engaging animated format. Note: This specific file is related to localization/translation.