xlsx

价格

以上为公开标价。你的组织可能有协议价，以控制台显示的价格为准。

如何使用

1. 1

   为组织安装

   开通即安装：组织固定使用开通时的版本（当前为 1.0.0）。升级到新版本需要取消后重新开通。

2. 2

   创建凭证

   客户端使用组织凭证读取；绑定到数字人后，数字人使用绑定凭证按需加载。请求中携带：

   Authorization: Bearer $ZGI_MARKET_KEY

3. 3

   读取清单与安装包

   清单列出版本、文件和校验值；安装包是一个 zip 文件。

   curl "https://market-api.zgi.im/v1/market/skills/xlsx/manifest" \
     -H "Authorization: Bearer $ZGI_MARKET_KEY"

   curl "https://market-api.zgi.im/v1/market/skills/xlsx/package" \
     -H "Authorization: Bearer $ZGI_MARKET_KEY" \
     -o xlsx.zip

   读取清单和下载安装包不计入用量。下载后请用响应头中的 SHA-256 校验文件。

技能说明

名称

xlsx

说明

Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like "the xlsx in my downloads") — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.

# Requirements for Outputs

## All Excel files

### Professional Font
- Use a consistent, professional font (e.g., Arial, Times New Roman) for all deliverables unless otherwise instructed by the user

### Zero Formula Errors
- Every Excel model MUST be delivered with ZERO formula errors (#REF!, #DIV/0!, #VALUE!, #N/A, #NAME?)

### Preserve Existing Templates (when updating templates)
- Study and EXACTLY match existing format, style, and conventions when modifying files
- Never impose standardized formatting on files with established patterns
- Existing template conventions ALWAYS override these guidelines

## Financial models

### Color Coding Standards
Unless otherwise stated by the user or existing template

#### Industry-Standard Color Conventions
- **Blue text (RGB: 0,0,255)**: Hardcoded inputs, and numbers users will change for scenarios
- **Black text (RGB: 0,0,0)**: ALL formulas and calculations
- **Green text (RGB: 0,128,0)**: Links pulling from other worksheets within same workbook
- **Red text (RGB: 255,0,0)**: External links to other files
- **Yellow background (RGB: 255,255,0)**: Key assumptions needing attention or cells that need to be updated

### Number Formatting Standards

#### Required Format Rules
- **Years**: Format as text strings (e.g., "2024" not "2,024")
- **Currency**: Use $#,##0 format; ALWAYS specify units in headers ("Revenue ($mm)")
- **Zeros**: Use number formatting to make all zeros "-", including percentages (e.g., "$#,##0;($#,##0);-")
- **Percentages**: Default to 0.0% format (one decimal)
- **Multiples**: Format as 0.0x for valuation multiples (EV/EBITDA, P/E)
- **Negative numbers**: Use parentheses (123) not minus -123

### Formula Construction Rules

#### Assumptions Placement
- Place ALL assumptions (growth rates, margins, multiples, etc.) in separate assumption cells
- Use cell references instead of hardcoded values in formulas
- Example: Use =B5*(1+$B$6) instead of =B5*1.05

#### Formula Error Prevention
- Verify all cell references are correct
- Check for off-by-one errors in ranges
- Ensure consistent formulas across all projection periods
- Test with edge cases (zero values, negative numbers)
- Verify no unintended circular references

#### Documentation Requirements for Hardcodes
- Comment or in cells beside (if end of table). Format: "Source: [System/Document], [Date], [Specific Reference], [URL if applicable]"
- Examples:
  - "Source: Company 10-K, FY2024, Page 45, Revenue Note, [SEC EDGAR URL]"
  - "Source: Company 10-Q, Q2 2025, Exhibit 99.1, [SEC EDGAR URL]"
  - "Source: Bloomberg Terminal, 8/15/2025, AAPL US Equity"
  - "Source: FactSet, 8/20/2025, Consensus Estimates Screen"

# XLSX creation, editing, and analysis

## Overview

A user may ask you to create, edit, or analyze the contents of an .xlsx file. You have different tools and workflows available for different tasks.

## Important Requirements

**LibreOffice Required for Formula Recalculation**: You can assume LibreOffice is installed for recalculating formula values using the `scripts/recalc.py` script. The script automatically configures LibreOffice on first run, including in sandboxed environments where Unix sockets are restricted (handled by `scripts/office/soffice.py`)

## Reading and analyzing data

### Data analysis with pandas
For data analysis, visualization, and basic operations, use **pandas** which provides powerful data manipulation capabilities:

```python
import pandas as pd

# Read Excel
df = pd.read_excel('file.xlsx')  # Default: first sheet
all_sheets = pd.read_excel('file.xlsx', sheet_name=None)  # All sheets as dict

# Analyze
df.head()      # Preview data
df.info()      # Column info
df.describe()  # Statistics

# Write Excel
df.to_excel('output.xlsx', index=False)
```

## Excel File Workflows

## CRITICAL: Use Formulas, Not Hardcoded Values

**Always use Excel formulas instead of calculating values in Python and hardcoding them.** This ensures the spreadsheet remains dynamic and updateable.

### ❌ WRONG - Hardcoding Calculated Values
```python

• LICENSE.txt1.4 KiB
• SKILL.md11.2 KiB
• scripts/office/helpers/__init__.py0 B
• scripts/office/helpers/merge_runs.py5.4 KiB
• scripts/office/helpers/simplify_redlines.py5.6 KiB
• scripts/office/pack.py4.9 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/dml-chart.xsd73.2 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/dml-chartDrawing.xsd6.8 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/dml-diagram.xsd50.1 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/dml-lockedCanvas.xsd624 B
• scripts/office/schemas/ISO-IEC29500-4_2016/dml-main.xsd148.5 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/dml-picture.xsd1.2 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/dml-spreadsheetDrawing.xsd8.7 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/dml-wordprocessingDrawing.xsd14.4 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/pml.xsd81.7 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/shared-additionalCharacteristics.xsd1.2 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/shared-bibliography.xsd7.2 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/shared-commonSimpleTypes.xsd6.2 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/shared-customXmlDataProperties.xsd1.2 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/shared-customXmlSchemaProperties.xsd880 B
• scripts/office/schemas/ISO-IEC29500-4_2016/shared-documentPropertiesCustom.xsd2.5 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/shared-documentPropertiesExtended.xsd3.4 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/shared-documentPropertiesVariantTypes.xsd7.3 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/shared-math.xsd22.8 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/shared-relationshipReference.xsd1.3 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/sml.xsd236.6 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/vml-main.xsd25.5 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/vml-officeDrawing.xsd24.7 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/vml-presentationDrawing.xsd535 B
• scripts/office/schemas/ISO-IEC29500-4_2016/vml-spreadsheetDrawing.xsd5.6 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/vml-wordprocessingDrawing.xsd3.9 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/wml.xsd167.4 KiB
• scripts/office/schemas/ISO-IEC29500-4_2016/xml.xsd4.5 KiB
• scripts/office/schemas/ecma/fouth-edition/opc-contentTypes.xsd1.9 KiB
• scripts/office/schemas/ecma/fouth-edition/opc-coreProperties.xsd2.5 KiB
• scripts/office/schemas/ecma/fouth-edition/opc-digSig.xsd2.8 KiB
• scripts/office/schemas/ecma/fouth-edition/opc-relationships.xsd1.3 KiB
• scripts/office/schemas/mce/mc.xsd3.1 KiB
• scripts/office/schemas/microsoft/wml-2010.xsd25.9 KiB
• scripts/office/schemas/microsoft/wml-2012.xsd3.7 KiB
• scripts/office/schemas/microsoft/wml-2018.xsd901 B
• scripts/office/schemas/microsoft/wml-cex-2018.xsd1.7 KiB
• scripts/office/schemas/microsoft/wml-cid-2016.xsd1002 B
• scripts/office/schemas/microsoft/wml-sdtdatahash-2020.xsd600 B
• scripts/office/schemas/microsoft/wml-symex-2015.xsd745 B
• scripts/office/soffice.py5.2 KiB
• scripts/office/unpack.py4.0 KiB
• scripts/office/validate.py3.6 KiB
• scripts/office/validators/__init__.py336 B
• scripts/office/validators/base.py31.9 KiB
• scripts/office/validators/docx.py16.0 KiB
• scripts/office/validators/pptx.py9.6 KiB
• scripts/office/validators/redlining.py8.7 KiB
• scripts/recalc.py5.6 KiB

来源与审核

审核状态

尚未审核，内容来自上游来源

来源文档

https://github.com/anthropics/skills

源代码仓库

https://github.com/anthropics/skills

许可证

未说明

审核状态是平台对上架信息的记录，不构成对上游服务质量或可用性的担保。