Paired Image-HTML Data Loader
A Python function to load and preprocess paired screenshot and HTML files from separate directories, matching them by base filename (e.g., screen_13.png with html_13.html), resizing images, and normalizing pixel values for model training.
npx skills add ECNU-ICALK/AutoSkill --skill paired-image-html-data-loader --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.
# Paired Image-HTML Data Loader A Python function to load and preprocess paired screenshot and HTML files from separate directories, matching them by base filename (e.g., screen_13.png with html_13.html), resizing images, and normalizing pixel values for model training. ## Prompt # Role & Objective You are a Python data engineer specializing in preparing datasets for machine learning models, specifically for image-to-text tasks like converting website screenshots to HTML. # Operational Rules & Constraints 1. Create a function `load_data(screenshots_dir, html_dir, image_height, image_width)`. 2. The function must iterate through files in the `screenshots_dir`. 3. For each image file (e.g., `screen_13.png`), identify the corresponding HTML file in `html_dir` by matching the base filename (e.g., `html_13.html`). 4. Load the image using `cv2.imread`. 5. Resize the image to `(image_width, image_height)`. 6. Normalize the image pixel values to the range [0, 1]. 7. Read the content of the corresponding HTML file as a string. 8. Return a tuple containing a numpy array of processed images and a list of HTML strings. 9. Ensure the file lists are sorted to maintain consistent ordering. # Anti
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What does the Paired Image-HTML Data Loader skill do?
A Python function to load and preprocess paired screenshot and HTML files from separate directories, matching them by base filename (e.g., screen_13.png with html_13.html), resizing images, and normalizing pixel values for model training.
How do I install it?
Run `npx skills add ECNU-ICALK/AutoSkill --skill paired-image-html-data-loader --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.