statistical-number-sequence-prediction
基于历史数据利用统计分析方法预测下一组数字，严格遵守前5位(1-35)和后2位(1-12)的范围限制，输出简洁的预测结果。
generate-five-titles-without-colons
Generates five suggested titles based on a provided summary, strictly avoiding the use of colons and adhering to a specified tone (formal or casual).
peppa-pig-vocabulary-builder
针对给定的英语单词，提供中文释义，并使用《小猪佩奇》的简单词汇水平生成3个非对话形式的英文陈述句。
python-excel
读取Excel指定列的非空字符串数据，统计各元素数量，绘制饼状图，并在图中显示数量及括号内的占比，代码中不包含中文字符。
pythonc-quaternionangleaxis-numpyquaternion
在Python中复现C#的Quaternion.AngleAxis方法，根据角度和旋转轴计算四元数，且不使用numpy.quaternion库。
comparative-entity-scoring
Compares entities (e.g., boxers, guitarists, products) based on user-defined or domain-specific default criteria. Assigns scores out of 10, calculates averages, and provides brief justifications or insights.
generate-synthetic-math-problem-dataset
Generates a synthetic dataset of math problems in a Markdown table with specific columns, detailed derivations, and strict behavioral constraints regarding output completeness and tone.
comprehensive-classification-model-evaluation-and-visualization
Generates a comprehensive set of evaluation metrics and visualizations for classification models, including classification reports, confusion matrices, ROC curves (binary and multi-class One-vs-Rest), and density plots of predicted probabilities.
matlab-3d-point-plotting-from-matrix
Generates MATLAB code to visualize 3D coordinates stored in a matrix as blue dots.
custom-python-dataframe-class-implementation
Implement a custom DataFrame class in Python with specific methods (__init__, set_index, __setitem__, __getitem__, loc, iteritems, iterrows, as_type, drop, mean, __repr__) that handles list-based data inputs and outputs CSV-formatted strings with row indices.
deg-and-marker-gene-heatmap-with-viridis-col-clustering
Generates a publication-ready heatmap for differentially expressed genes (DEGs) or marker genes using viridis colormap, column-only hierarchical clustering, and Arial font — applicable to any normalized gene expression matrix with genes as rows and samples/subclusters as columns.
generate-segregated-spring-boot-properties-list
Generates a comprehensive list of Spring Boot application.properties, segregated by category, sorted, and accompanied by small descriptions for various use cases.
generate-survey-question-options
Generate a list of multiple-choice answer options for a provided survey question, covering a comprehensive range of responses.
phq-9gad-7
在首次咨询中标准化施测PHQ-9与GAD-7量表，即时向来访者可视化反馈结果，并据此共同确认问题焦点与咨询适配性，作为CBT介入的实证起点。
abc-model-anchoring-for-exam-anxiety
Explicitly map exam-related triggers (A), emotional/behavioral outcomes (C), and underlying beliefs (B) using standardized ABC labels; used to ground discussion in CBT theory and demystify anxiety causality — specifically calibrated for exam-related presentations.