Auto-fill document templates with data - mail merge for any format
Scanned 9/7/2026
Install to Claude Code
npx -y skills add Demerzels-lab/elsamultiskillagent --skill template-engine --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: template-engine
description: Auto-fill document templates with data - mail merge for any format
author: claude-office-skills
version: "1.0"
tags: ['template', 'mail-merge', 'autofill', 'automation']
models: [claude-sonnet-4, claude-opus-4]
tools: [computer, code_execution, file_operations]
library:
name: docxtpl / yumdocs
url: https://github.com/elapouya/python-docxtpl
stars: 2.1k
---
# Template Engine Skill
## Overview
This skill enables template-based document generation - define templates with placeholders, then automatically fill them with data. Works with Word, Excel, PowerPoint, and more.
## How to Use
1. Describe what you want to accomplish
2. Provide any required input data or files
3. I'll execute the appropriate operations
**Example prompts:**
- "Mail merge for bulk letters/contracts"
- "Generate personalized reports from data"
- "Create certificates from templates"
- "Auto-fill forms with user data"
## Domain Knowledge
### Template Syntax (Jinja2-based)
```
{{ variable }} - Simple substitution
{% for item in list %} - Loop
{% if condition %} - Conditional
{{ date | format_date }} - Filter
```
### Word Template Example
```python
from docxtpl import DocxTemplate
# Create template with placeholders:
# Dear {{ name }},
# Thank you for your order #{{ order_id }}...
def fill_template(template_path: str, data: dict, output_path: str):
doc = DocxTemplate(template_path)
doc.render(data)
doc.save(output_path)
return output_path
# Usage
fill_template(
"templates/order_confirmation.docx",
{
"name": "John Smith",
"order_id": "ORD-12345",
"items": [
{"name": "Product A", "qty": 2, "price": 29.99},
{"name": "Product B", "qty": 1, "price": 49.99}
],
"total": 109.97
},
"output/confirmation_john.docx"
)
```
### Excel Template
```python
from openpyxl import load_workbook
import re
def fill_excel_template(template_path: str, data: dict, output_path: str):
wb = load_workbook(template_path)
ws = wb.active
# Find and replace placeholders like {{name}}
for row in ws.iter_rows():
for cell in row:
if cell.value and isinstance(cell.value, str):
for key, value in data.items():
placeholder = "{{" + key + "}}"
if placeholder in cell.value:
cell.value = cell.value.replace(placeholder, str(value))
wb.save(output_path)
return output_path
```
### Bulk Generation (Mail Merge)
```python
import csv
from pathlib import Path
def mail_merge(template_path: str, data_csv: str, output_dir: str):
"""Generate documents for each row in CSV."""
Path(output_dir).mkdir(exist_ok=True)
with open(data_csv) as f:
reader = csv.DictReader(f)
for i, row in enumerate(reader):
output_path = f"{output_dir}/document_{i+1}.docx"
fill_template(template_path, row, output_path)
print(f"Generated: {output_path}")
# Usage with contacts.csv:
# name,email,company
# John,john@example.com,Acme
# Jane,jane@example.com,Corp
mail_merge(
"templates/welcome_letter.docx",
"data/contacts.csv",
"output/letters"
)
```
### Advanced: Conditional Content
```python
from docxtpl import DocxTemplate
# Template with conditionals:
# {% if vip %}
# Thank you for being a VIP member!
# {% else %}
# Thank you for your purchase.
# {% endif %}
doc = DocxTemplate("template.docx")
doc.render({
"name": "John",
"vip": True,
"discount": 20
})
doc.save("output.docx")
```
## Best Practices
1. **Use clear placeholder naming ({{client_name}})**
2. **Validate data before rendering**
3. **Handle missing data gracefully**
4. **Keep templates version-controlled**
## Installation
```bash
# Install required dependencies
pip install python-docx openpyxl python-pptx reportlab jinja2
```
## Resources
- [docxtpl / yumdocs Repository](https://github.com/elapouya/python-docxtpl)
- [Claude Office Skills Hub](https://github.com/claude-office-skills/skills)
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