excel-basic-statistics-and-routing SKILL.md skillA
excel-basic-statistics-and-routing from opensensenova/sensenova-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add opensensenova/sensenova-skills/excel-basic-statistics-and-routing@git:20260426.f0ab496Pins git:20260426.f0ab496 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- opensensenova/sensenova-skills
- Path
skills/sn-da-excel-workflow/capability/excel-data-statistics/basic-statistics/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260426.f0ab496, committed Apr 26, 2026
- Size
- 3,884 bytes
- Repository stars
- 6,031
- License
- MIT
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。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
## Skill Steps
> This sub-skill covers one capability of the Excel workflow. For reading/counting/Parquet optimization, see the parent workflow SKILL.md.
Step1 筛选指定分组数据，将目标列转换为数值类型并计算平均值。
```python
group_col = '班级' # 占位示例
target_group_value = '358' # 占位示例
target_cols = ['总分', '理数'] # 占位示例
if group_col not in df_analysis.columns:
raise ValueError(f"数据中缺少'{group_col}'列。")
df_analysis[group_col] = df_analysis[group_col].astype(str)
filtered_df = df_analysis[df_analysis[group_col] == target_group_value]
avg_scores = {}
for col in target_cols:
if col not in filtered_df.columns:
raise ValueError(f"数据中缺少'{col}'列。")
try:
filtered_df[col] = pd.to_numeric(filtered_df[col], errors='raise')
avg_scores[f'平均{col}'] = filtered_df[col].mean()
except Exception as e:
raise ValueError(f"列'{col}'无法转换为数值类型: {str(e)}")
output("筛选结果统计: " + str(avg_scores))
```
Step2 对于小文件，从特定 Sheet 的指定行区间提取目标字段，去重后计算总和。
```python
unique_components = {}
total_power = 0
if total_rows < 10000:
target_sheet = 'Sheet2' # 占位示例
df_sheet2 = pd.read_excel(file_path, sheet_name=target_sheet)
extracted_data = []
# 提取区间1 (例如 21-28行)
…Read the whole file at its exact version.
How to install
mdr add opensensenova/sensenova-skills/excel-basic-statistics-and-routing@sha256:a4c80985f4a733a5The line at the top of this page pins the label git:20260426.f0ab496, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_ps3fgtrjdaqdntdd)
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Versions
The registry has recorded 1 version of this file, committed on Apr 26, 2026.
Audit of the latest version
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Source
opensensenova/sensenova-skills · 6,031 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ps3fgtrjdaqdntdd GET https://markdownregistry.com/api/v1/resolve?ref=opensensenova/sensenova-skills/excel-basic-statistics-and-routing GET https://markdownregistry.com/api/v1/blob/a4c80985f4a733a5fd82c1e8edd502074905108d0471df88f8346e68d9a35d9c
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.