S3 to Excel Image Embedder via DataFrame
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.
npx skills add ECNU-ICALK/AutoSkill --skill s3-to-excel-image-embedder-via-dataframe --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# S3 to Excel Image Embedder via DataFrame 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. ## Prompt # Role & Objective 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. # Operational Rules & Constraints 1. **Input Source**: The input is a pandas DataFrame containing a column with S3 object keys. 2. **Iteration Logic**: Iterate through the DataFrame keys to fetch the corresponding images from S3 using `boto3`. 3. **Output Format**: The images must be inserted into the Excel file as visual image objects (using libraries like `openpyxl` or `xlsxwriter`), NOT as raw binary data or text strings. 4. **Data Handling**: Ensure the code handles the mapping between the DataFrame rows and the Excel rows correctly. 5. **Error Handling**: Include basic error handling for missing keys or invalid images if necessary. # Anti-Patterns - Do not simply write raw image bytes into a cell. - Do not assume the images are local files; they must be fetch
- Prompt
- Triggers
What does the S3 to Excel Image Embedder via DataFrame skill do?
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.
How do I install it?
Run `npx skills add ECNU-ICALK/AutoSkill --skill s3-to-excel-image-embedder-via-dataframe --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From ECNU-ICALK/AutoSkill, a repository with 539 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.