Baby Photo Book

Generate professional baby photo books from photos with intelligent layout. Automatically organizes photos by baby's age stages, applies smart layouts to min...

Security Scan

The skill's code and instructions match its stated purpose (generating print-ready baby photo books from a folder of photos) and request no credentials or unusual system access, but the main script was truncated in the provided bundle so a full review is recommended before running.

Purpose & Capability

Name, description, SKILL.md usage, listed dependencies (Pillow, ReportLab) and the included Python script all align with a local photo-to-PDF book generator. There are no declared env vars, binaries, or config paths that don't belong to this purpose.

Instruction Scope

SKILL.md only instructs running the local Python script against a photo folder and supplying baby name/birth date. The visible part of the script operates on local image files, reads EXIF (to infer dates), arranges layouts, and writes a PDF. This is within scope. Note: the provided generate_photo_book.py was truncated in the manifest — you should confirm the remainder does not perform unrelated actions (network calls, reading unrelated system files, or transmitting data).

Install Mechanism

No install spec is present; the skill is instruction-only with a Python script. Dependencies are standard Python libraries (Pillow, ReportLab) and are installed via pip per the README. No downloads from unknown hosts or archive extraction is specified.

Credentials

The skill requires no environment variables or credentials. The script accesses local photo files and attempts to register local fonts from well-known OS font paths — these are appropriate for generating localized PDFs and do not require secrets.

Persistence & Privilege

always is false and model invocation is normal. The skill does not request persistent agent-level privileges or write to other skills' configuration. Running the script writes an output PDF (expected) but does not request elevated system changes in the visible code.

Assessment

This skill appears to do what it claims: local photo processing and PDF generation with no external credentials. Before installing or running it, do the following: (1) open and review the remainder of scripts/generate_photo_book.py (the supplied file was truncated) and confirm there are no network calls (requests, urllib, socket), subprocess/os.system usage that executes external commands, or code that reads files outside the provided photo_folder. (2) Search the script for suspicious tokens (http://, https://, base64, eval, exec, importlib, subprocess, socket). (3) Run the script in a sandbox or on a disposable VM with non-sensitive photos first. (4) If you will install dependencies via pip, prefer a virtualenv to avoid polluting system packages. If you want, paste the rest of generate_photo_book.py and I will re-check the remaining lines for any hidden or unexpected behavior.

Baby Photo Book Generator

Generate professional baby photo books with intelligent layout optimization.

Features

• Automatic Age Grouping: Organizes photos by baby's growth stages (newborn, infant, toddler)
• Smart Layout: Minimizes whitespace while preserving photo aspect ratios
• Multiple Layout Patterns: Supports 1-4 photos per page with optimal arrangements
• Print-Ready Output: Generates A4 PDF suitable for professional printing

Usage

Basic Usage

python scripts/generate_photo_book.py <photo_folder> --name "Baby Name" --birth YYYY-MM-DD

Parameters

• photo_folder: Path to folder containing baby photos
• --name: Baby's name for the cover
• --birth: Baby's birth date (YYYY-MM-DD format)
• --output: Output PDF filename (default: baby_photo_book.pdf)

Example

python scripts/generate_photo_book.py ~/baby_photos --name "小明" --birth 2023-06-15

Layout Algorithm

The skill uses an intelligent layout engine that:

1. Analyzes photo aspect ratios to determine optimal placement
2. Calculates multiple layout options for each page
3. Selects the layout with minimum whitespace
4. Preserves photo proportions without cropping

Layout Patterns

Photos	Layout Strategy
1	Full page, maximized to fill available space
2	Side-by-side or stacked, whichever minimizes whitespace
3	Left-1-Right-2 or Top-1-Bottom-2 based on photo orientations
4	2×2 adaptive grid with aspect-ratio-aware cell sizing

Age Stages

Photos are automatically grouped by baby's age:

• Newborn (0-1 month)
• Early Infant (1-3 months)
• Mid Infant (3-6 months)
• Late Infant (6-9 months)
• Crawling (9-12 months)
• Early Toddler (1-1.5 years)
• Mid Toddler (1.5-2 years)
• Late Toddler (2-3 years)

Dependencies

• Python 3.8+
• Pillow (image processing)
• ReportLab (PDF generation)

Install dependencies:

pip install Pillow reportlab

Output

Generates a PDF with:

• Cover page with baby name
• Chapter pages for each age stage
• Photo pages with intelligent layouts
• Date and age annotations on each photo