sn-da-excel-workflow

Excel 数据分析多步编排器。覆盖：(1) 读取多 Sheet Excel 文件并统计行数，(2) 大文件检测（≥10k 行自动 Parquet 优化），(3) 数据清洗（缺失值、文本标准化、无效字符），(4) 条件筛选与分类提取，(5) 跨 Sheet 统计聚合，(6) 导出 Excel/CSV 并提供下载链接。覆盖从数据读取到报告生成全流程，按步骤编排 capability 子 skill。**遇到以下任一情况就主动使用本 skill，不要自行写几行 pandas 就回答**：①用户出现触发词：Excel 分析 / 表格分析 / 数据分析 / 数据清洗 / 数据统计 / 数据筛选 / 数据可视化 / 数据导出 / 汇总统计 / 透视表 / 分组统计 / 交叉分析 / 趋势分析 / 对比分析 / 异常值检测 / 去重 / 缺失值处理 / Excel 报告 / 生成报表 / analyze Excel / data analysis / data cleaning / pivot table；②用户上传或指定了 .xlsx / .xls / .csv 文件并要求分析、清洗、统计或可视

Install

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

Similar tools

• docx 194,218 ★
  Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Wo
• pdf 194,218 ★
  Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text
• pptx 194,218 ★
  Use this skill any time a .pptx or .potx file is involved in any way — as input, output, or both. This include
• xlsx 194,218 ★
  Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user
• backup-setup 116,897 ★
  Set up, check, or restore local claude-mem database snapshots. Use when the user says "set up backups", "back