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SenseNova-Skills

github.com/OpenSenseNova/SenseNova-Skills

SkillAddedReview
categorical-comparison-analysis

skills/sn-da-excel-workflow/capability/excel-data-analysis/comparison-analysis/SKILL.md

对两类分类数据进行对比分析,统计数量差异与比例关系并生成可视化图表。

55

category-filtering-and-difficulty-analysis

skills/sn-da-excel-workflow/capability/excel-data-filtering/category-filtering/SKILL.md

对Excel数据进行自定义分类统计、交叉分析与可视化,并基于多维度指标(如文本长度、术语密度、正则匹配等)进行综合评分与分级,适用于多类别数据分布统计及文本内容难度/质量评估场景。

63

category-statistics

skills/sn-da-excel-workflow/capability/excel-data-statistics/category-statistics/SKILL.md

提取指定类别列并统计各类别数量与占比,生成高分辨率的柱状图、饼图等组合可视化报告,适用于分类数据的分布情况分析。

60

chart-embedded-export

skills/sn-da-excel-workflow/capability/excel-result-export/chart-embedded-export/SKILL.md

从结构化数据中提取分类分布执行清洗与统计,生成多维度交叉分析、高分辨率对比图表及包含下载链接的完整分析报告,适用于大文件处理与嵌入式可视化场景。

54

condition-filtering-and-large-file-optimization

skills/sn-da-excel-workflow/capability/excel-data-filtering/condition-filtering/SKILL.md

根据数据规模动态选择处理策略。

44

dynamic-large-file-parquet-analysis

skills/sn-da-excel-workflow/capability/excel-table-styling/table-theme-styling/SKILL.md

动态统计Excel总行数,当数据量过大(≥10000行)时自动转换为Parquet格式加速读取,并对指定目标列进行条件筛选、分类汇总与结果导出,适用于超大体积Excel文件的快速读取与统计分析。

61

dynamic-percentage-and-large-file-analysis

skills/sn-da-excel-workflow/capability/excel-data-statistics/percentage-calculation/SKILL.md

根据文件行数动态切换大文件处理策略(Parquet转换),通过逐行扫描或列匹配提取关键指标并计算占比、均值等统计量,最终输出结构化Excel报告及可视化图表。

52

excel-bar-chart-visualization

skills/sn-da-excel-workflow/capability/excel-data-visualization/bar-chart-visualization/SKILL.md

读取多工作表Excel文件,自动处理合并单元格与数据清洗,进行交叉分组统计并生成带总计行的结果表,最后绘制支持中英文字体的美化柱状图,适用于多维度数据汇总与可视化分析。

58

excel-basic-statistics-and-routing

skills/sn-da-excel-workflow/capability/excel-data-statistics/basic-statistics/SKILL.md

对多Sheet Excel文件进行基础统计与,支持按条件筛选计算均值,以及从指定行区间提取数据去重求和,并生成结果文件与下载链接。

60

excel-conditional-comparison-and-large-file-processing

skills/sn-da-excel-workflow/capability/excel-cell-coloring/duplicate-value-coloring/SKILL.md

对比Excel多表中的特定系数并对异常值进行颜色标记。

55

excel-conditional-filtering-optimization

skills/sn-da-excel-workflow/capability/excel-data-filtering/range-filtering/SKILL.md

根据多维数值条件筛选 Excel 数据并导出结果,支持大规模数据的自动性能优化处理。

59

excel-data-analysis-and-report-generation

skills/sn-da-excel-workflow/capability/excel-result-export/report-generation-export/SKILL.md

从Excel提取多类型数据,并生成包含可视化图表与下载链接的综合分析报告。

54

excel-large-file-processing-and-cleaning

skills/sn-da-excel-workflow/capability/excel-reading/structured-header-reading/SKILL.md

读取多 sheet Excel 文件,动态识别目标列进行统计,并使用正则清洗文本字段提取中文字符,最终输出标准化 Excel 文件。

54

excel-multi-sheet-dynamic-analysis

skills/sn-da-excel-workflow/capability/excel-reading/specific-sheet-reading/SKILL.md

用于分析包含多个Sheet的Excel文件,动态判断数据量级以决定是否转换为Parquet进行大文件处理,并支持跨Sheet的特定字段统计、数据清洗、交叉分析与可视化,最终生成带下载链接的汇总报告。

60

excel-multi-sheet-threshold-analysis

skills/sn-da-excel-workflow/capability/excel-data-cleaning/duplicate-removal/SKILL.md

统计多Sheet Excel总行数并根据规模选择处理策略,提取特定维度信息进行去重统计,并生成摘要与明细报表。

56

excel-outlier-detection-and-highlighting

skills/sn-da-excel-workflow/capability/excel-cell-coloring/outlier-coloring/SKILL.md

识别 Excel 中的超限数值与错误单元格并进行高亮标注。

53

excel-sheet-filter-export

skills/sn-da-excel-workflow/capability/excel-result-export/single-sheet-export/SKILL.md

动态统计多Sheet Excel文件行数以判断大文件处理逻辑,并根据特定条件筛选数据、重命名字段后导出为包含下载链接的新Excel文件,适用于多Sheet数据探查与条件过滤导出场景。

64

excel-smart-analysis-and-cleaning

skills/sn-da-excel-workflow/capability/excel-data-cleaning/missing-value-handling/SKILL.md

对多 Sheet Excel 进行智能清洗、跨表核对与可视化分析。。

56

excel-statistical-viz-large-file

skills/sn-da-excel-workflow/capability/excel-data-visualization/scatter-plot-visualization/SKILL.md

对 Excel 数据进行多维度统计分析与可视化。

55

excel-threshold-analysis-and-styling

skills/sn-da-excel-workflow/capability/excel-data-filtering/threshold-filtering/SKILL.md

根据 Excel 数据量级自动判断处理策略,执行数值列清洗、条件过滤,并使用 openpyxl 对符合条件的单元格进行样式标记与导出。

52