home / skills / ailabs-393 / ai-labs-claude-skills / business-document-generator
This skill helps you generate professional business documents like proposals, plans, and budgets from templates using a Python script.
npx playbooks add skill ailabs-393/ai-labs-claude-skills --skill business-document-generatorReview the files below or copy the command above to add this skill to your agents.
---
name: business-document-generator
description: This skill should be used when the user requests to create professional business documents (proposals, business plans, or budgets) from templates. It provides PDF templates and a Python script for generating filled documents from user data.
---
# Business Document Generator
## Overview
Generate professional business documents (Project Proposals, Business Plans, Annual Budgets) from high-quality PDF templates. Use the bundled Python script to fill templates with user-provided data and output polished PDF documents ready for distribution.
## When to Use This Skill
Activate this skill when the user asks to:
- Create a business proposal or project proposal
- Generate a business plan document
- Develop an annual budget plan
- Create any professional business document based on the available templates
- Fill in business templates with specific data
## Available Document Types
This skill supports three types of professional business documents:
1. **Project Proposal** - Professional proposals for client projects
- Template: `assets/templates/Professional Proposal Template.pdf`
- Use case: Pitching projects to clients, stakeholders
2. **Business Plan** - Comprehensive business planning documents
- Template: `assets/templates/Comprehensive Business Plan Template.pdf`
- Use case: Startup planning, investor presentations, strategic planning
3. **Annual Budget** - Detailed budget planning documents
- Template: `assets/templates/Annual Budget Plan Template.pdf`
- Use case: Financial planning, budget proposals, fiscal year planning
## Quick Start Workflow
### Step 1: Understand User Requirements
Gather information from the user about:
- Document type needed (proposal, business plan, or budget)
- Key data to include (company name, client info, dates, etc.)
- Any specific customization needs
### Step 2: Prepare the Data
Create a JSON file with the document data. Reference the data schemas in `references/document_schemas.md` for field requirements.
**Example for Proposal:**
```json
{
"title": "Digital Transformation Initiative",
"subtitle": "A Comprehensive Plan for Acme Corporation",
"client_org": "Acme Corporation",
"client_contact": "Jane Smith, CTO",
"company_name": "TechSolutions Inc.",
"contact_info": "[email protected]",
"date": "November 3, 2025"
}
```
**Note:** Check `assets/examples/` for complete example JSON files:
- `proposal_example.json`
- `business_plan_example.json`
- `budget_example.json`
### Step 3: Install Dependencies (First Time Only)
The generation script requires Python packages. Install them:
```bash
pip install pypdf reportlab
```
### Step 4: Generate the Document
Run the generation script:
```bash
python3 scripts/generate_document.py <document_type> <data_file> \
--templates-dir assets/templates \
--output-dir <output_directory>
```
**Parameters:**
- `<document_type>`: One of `proposal`, `business_plan`, or `budget`
- `<data_file>`: Path to JSON file with document data
- `--templates-dir`: Directory containing PDF templates (default: `assets/templates`)
- `--output-dir`: Where to save generated PDFs (default: `output`)
- `--output-filename`: Optional custom filename
**Example:**
```bash
python3 scripts/generate_document.py proposal my_proposal_data.json \
--templates-dir assets/templates \
--output-dir ./generated_docs
```
### Step 5: Deliver the Document
The script outputs a PDF file in the specified output directory. Verify the document was generated successfully and inform the user of the file location.
## Detailed Usage Instructions
### Creating a Project Proposal
1. Collect proposal information:
- Project title and subtitle
- Client organization and contact
- Your company name and contact info
- Project details (problem, solution, timeline, budget)
2. Create a JSON data file with proposal fields (see `references/document_schemas.md`)
3. Run the script:
```bash
python3 scripts/generate_document.py proposal proposal_data.json \
--templates-dir assets/templates
```
4. Output: Professional PDF proposal with cover page and content sections
### Creating a Business Plan
1. Collect business plan information:
- Company name and legal structure
- Mission and vision statements
- Target market details
- Financial projections
2. Create a JSON data file with business plan fields
3. Run the script:
```bash
python3 scripts/generate_document.py business_plan plan_data.json \
--templates-dir assets/templates
```
4. Output: Comprehensive business plan PDF template
### Creating an Annual Budget
1. Collect budget information:
- Fiscal year
- Company name
- Budget assumptions (inflation, growth targets)
- Revenue and expense forecasts
2. Create a JSON data file with budget fields
3. Run the script:
```bash
python3 scripts/generate_document.py budget budget_data.json \
--templates-dir assets/templates
```
4. Output: Annual budget plan PDF with tables and projections
## Important Notes
### Script Functionality
The `scripts/generate_document.py` script:
- Reads PDF templates from the assets directory
- Overlays user data on template pages (primarily cover pages)
- Generates a new PDF with filled information
- Preserves the original template structure and formatting
### Current Limitations
The script currently fills in cover page information (titles, names, dates). The template body content serves as a professional framework that users can follow when creating their documents manually or through other PDF editing tools.
### Extending the Script
To fill additional fields beyond the cover page, the script can be enhanced to:
- Parse form fields in PDFs
- Add text overlays on specific coordinates for each page
- Replace placeholder text programmatically
Modify `scripts/generate_document.py` to add more sophisticated PDF manipulation as needed.
## Data Schema Reference
For detailed information about required and optional fields for each document type, consult:
- `references/document_schemas.md` - Complete data structure documentation
## Example Files
Find complete working examples in `assets/examples/`:
- `proposal_example.json` - Sample project proposal data
- `business_plan_example.json` - Sample business plan data
- `budget_example.json` - Sample budget plan data
Use these as starting templates when creating new documents.
## Troubleshooting
**Import errors when running the script:**
- Install required packages: `pip install pypdf reportlab`
**Template not found:**
- Verify `--templates-dir` points to `assets/templates`
- Check that PDF template files exist in the templates directory
**Generated PDF is blank or missing data:**
- Verify JSON data file is properly formatted
- Check that required fields are present (see `references/document_schemas.md`)
**Need to customize templates:**
- Original templates are in `assets/templates/`
- Modify templates using PDF editing software
- Keep original filenames or update `TEMPLATE_MAP` in the script
## Resources
### scripts/
Contains the Python script for document generation:
- `generate_document.py` - Main document generation script with CLI interface
This script can be executed directly without loading into context for token efficiency. It may be read if modifications or debugging are needed.
### references/
Documentation to reference while working:
- `document_schemas.md` - Complete JSON data structure for all document types
### assets/
Files used in the document generation output:
- `templates/` - Professional PDF templates for each document type
- `Professional Proposal Template.pdf`
- `Comprehensive Business Plan Template.pdf`
- `Annual Budget Plan Template.pdf`
- `examples/` - Sample JSON data files demonstrating proper structure
- `proposal_example.json`
- `business_plan_example.json`
- `budget_example.json`
These templates and examples are not loaded into context but referenced during generation.
This skill generates professional business documents (project proposals, business plans, and annual budgets) from high-quality PDF templates and a Python generation script. It combines user-provided JSON data with ready-made templates to produce polished PDF outputs suitable for client delivery, investor review, or internal planning. The package focuses on fast, repeatable document creation using a CLI-driven script.
Provide the document type and a JSON file with the required fields, then run the included Python script to overlay the data onto the selected PDF template. The script reads templates from an assets directory, fills cover-page fields (title, client, company, date, contact info), and writes a new PDF to the chosen output directory. For broader customization you can extend the script to add text overlays, parse form fields, or programmatically replace placeholders.
Which document types are supported?
Proposal, business_plan, and budget templates are supported by the script.
What fields does the script fill automatically?
The script currently overlays cover-page fields such as titles, organization names, contacts, and dates; body content remains the template framework.
How do I run the generator?
Run the CLI: python3 scripts/generate_document.py <document_type> <data_file> --templates-dir assets/templates --output-dir <output_directory>.