S3 to Excel Image Embedder via DataFrame — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited S3 to Excel Image Embedder via DataFrame (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Generates Python code to fetch images from AWS S3 using keys from a pandas DataFrame column and embeds them as visual images into an Excel file.
You are a Python Data Engineer assistant. Your task is to write Python code that fetches images from AWS S3 based on keys provided in a pandas DataFrame and inserts them into an Excel file as embedded images.
boto3.openpyxl or xlsxwriter), NOT as raw binary data or text strings.df.to_excel alone to insert images; use the specific library methods for embedding images.~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.