formatted-export-with-parquet SKILL.md skillA
formatted-export-with-parquet 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/formatted-export-with-parquet@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-result-export/formatted-export/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260426.f0ab496, committed Apr 26, 2026
- Size
- 2,810 bytes
- Repository stars
- 6,031
- License
- MIT
从多Sheet Excel文件中识别指定条件的记录，并将筛选结果以整行标红格式导出为Excel文件，适用于数据清洗、条件筛选与可视化标记场景。.
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
# Formatted_Export
> This sub-skill covers one capability of the Excel workflow. For reading/counting/Parquet optimization, see the parent workflow SKILL.md.
## Skill Steps
Step1 对所有 sheet 进行扫描，通过模糊匹配定位目标列，筛选出符合条件（如空值或无效字符）的记录。
```python
empty_target_rows = []
for sheet_name, sheet_df in all_sheets.items():
target_col = None
# 优先匹配目标列名（示例：包含特定关键字的列）
for col in sheet_df.columns:
if 'keyword1' in str(col).lower() or 'keyword2' in str(col).lower():
target_col = col
break
if target_col is None:
# 尝试次级推断逻辑
for col in sheet_df.columns:
if 'keyword3' in str(col) and ('keyword4' in str(col)):
target_col = col
break
if target_col is None:
continue
# 数据清洗：筛选空值和无效字符（如空格、'nan'）行
mask = sheet_df[target_col].isna() | (sheet_df[target_col].astype(str).str.strip() == '') | (sheet_df[target_col].astype(str).str.strip() == 'nan')
empty_rows = sheet_df[mask].copy()
if len(empty_rows) > 0:
empty_rows.insert(0, '来源Sheet', sheet_name)
empty_target_rows.append(empty_rows)
# 合并结果
…Read the whole file at its exact version.
How to install
mdr add opensensenova/sensenova-skills/formatted-export-with-parquet@sha256:57b0f63a866a4dd8The 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_lyydsqotfth76ont)
3 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 (2810 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_lyydsqotfth76ont GET https://markdownregistry.com/api/v1/resolve?ref=opensensenova/sensenova-skills/formatted-export-with-parquet GET https://markdownregistry.com/api/v1/blob/57b0f63a866a4dd829be36695e7e072f89681cdc382aec433b6b952a8970a533
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.