sn-da-excel-workflow
OpenSenseNova/SenseNova-Skills / skills/sn-da-excel-workflow
guides Excel analysis, from cleaning to export , which improves: avoids improvised pandas code on large files
Details
- judge’s score
- 6/10
- place
- outside the packs
- publisher
- OpenSenseNova
- status
- new
- pinned commit
- 7838651 on GitHub (new tab)
- skill’s last commit
- May 7, 2026
- repo stars
- 5,799
- main type
- Data
Judgement
Precise triggering and clear scope. But the example code is often incomplete (df and pd undefined), one annex does not match its name, and 38 sub-skills plus sn-da-large-file-analysis are missing.
reservations
- The sn-da-large-file-analysis skill, required for files of 100k rows and more, was not provided: this path cannot be assessed.
- Only 6 of 44 annexes are provided; the assessment covers the orchestrator and a sample of sub-skills.
- Several annexes have flaws: df or pd variables undefined, data-bar-formatting actually generates a histogram and a pie chart, threshold-cell-coloring rereads the whole workbook to count rows.
- Dependencies on a sandbox environment: fonts in /mnt/afs_agents, sandbox:/ links and <skills_base> paths that do not apply to Claude Code running locally.
- Triggering
- 2/2
- Added value
- 1/2
- Precision
- 1/2
- Scope
- 1/2
- Quality
- 1/2
Alerts
no alerts
Neither the static scan nor the judge flagged a risk for this skill.
Original description
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…
added on Oct 19, 2026 · license MIT