excel-multi-sheet-dynamic-analysis SKILL.md skillA
excel-multi-sheet-dynamic-analysis 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-multi-sheet-dynamic-analysis@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-reading/specific-sheet-reading/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260426.f0ab496, committed Apr 26, 2026
- Size
- 6,140 bytes
- Repository stars
- 6,031
- License
- MIT
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。.
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
Step1 遍历所有sheet，灵活定位目标列并统计特定类型字段的数量。
```python
target_col_keyword = 'type' # 占位示例
target_val_keyword = 'varchar' # 占位示例
total_target_count = 0
target_details = []
for sheet_name in wb.sheetnames:
ws = wb[sheet_name]
raw_data = list(ws.iter_rows(values_only=True))
# 实用技巧：灵活策略定位目标列，通过扫描前几行数据内容定位表头行
header_row_idx = None
for i, row in enumerate(raw_data):
if any(cell and isinstance(cell, str) and target_col_keyword in str(cell).lower() for cell in row):
header_row_idx = i
break
if header_row_idx is not None:
header = raw_data[header_row_idx]
type_col_idx = next((j for j, col in enumerate(header) if col and target_col_keyword in str(col).lower()), None)
if type_col_idx is not None:
target_count = 0
target_fields = []
for i in range(header_row_idx + 1, len(raw_data)):
row = raw_data[i]
if len(row) <= type_col_idx:
continue
cell_val = row[type_col_idx]
if cell_val and isinstance(cell_val, str) and target_val_keyword in cell_val.lower():
target_count += 1
…Read the whole file at its exact version.
How to install
mdr add opensensenova/sensenova-skills/excel-multi-sheet-dynamic-analysis@sha256:391e5093095f8621The 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_pq7iya4lds63xkqn)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Apr 26, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6140 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
opensensenova/sensenova-skills · 6,031 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pq7iya4lds63xkqn GET https://markdownregistry.com/api/v1/resolve?ref=opensensenova/sensenova-skills/excel-multi-sheet-dynamic-analysis GET https://markdownregistry.com/api/v1/blob/391e5093095f862194c08fdd55f92a360a82392a4c6bbb07787df145db04a674
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.