xintaofei

29 mods across 1 repository, 3.1k stars between them.

xintaofei/codeg

Skill Claude CodeCodex

Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (GRADE, Cochrane Risk of Bias), or teaching critical analysis. Best for understanding evidence quality, identifying flaws. For formal peer review…

3.1k 3d ago A 63 tokens original Apache-2.0

xintaofei/codeg

Skill Claude CodeCodex

Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.1 Pro Preview for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways…

3.1k 3d ago A 68 tokens original Apache-2.0

xintaofei/codeg

Skill Claude CodeCodex

Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance annotations, error bars, colorblind-safe palettes, and specific journal formatting (Nature, Science, Cell). Orchestrates matplotlib/seaborn/plotly with publication styles. For quick…

3.1k 3d ago A 72 tokens copy · 100% Apache-2.0

xintaofei/codeg

Skill Claude CodeCodex

Guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, Bayesian alternatives, and APA-formatted reporting. Use whenever a user wants to compare groups, test a hypothesis, analyze experimental or survey data, check statistical assumptions, compute required…

3.1k 3d ago A 111 tokens original Apache-2.0

statistical-power

29

xintaofei/codeg

Skill Claude CodeCodex

Sample-size and statistical power calculations for planning studies. Use whenever someone asks "how many subjects/samples/replicates do I need", wants an a priori power analysis, a minimum detectable effect (MDE), a power curve, or needs to justify a sample size for a grant, IRB protocol, or pre-registration. Covers…

3.1k 3d ago A 190 tokens original Apache-2.0