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    Photo Metadata Tool

    1

    Audit, clean, and stamp EXIF metadata to protect privacy and manage photo catalogs.

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    Photo Metadata Tool

    Photo Metadata Tool

    Example session with this skill installed

    Audit the photos in ./summer_shoot/ for privacy risks and export a CSV catalog of the camera settings used.

    • Read your context and instructions
    • Compiled the photo metadata tool
    • Generated the data export

    I have inspected the ./summer_shoot/ directory. I identified three images with active GPS coordinates and one with an embedded camera serial number. I have generated a CSV catalog containing the technical EXIF data for all 12 images.

    Privacy Audit and Metadata Catalog

    FilenamePrivacy FlagsCameraLensSettings
    IMG_4021.jpgGPS FoundSony A7IV35mm f/1.41/200, f/2.8, ISO 400
    IMG_4022.jpgGPS FoundSony A7IV35mm f/1.41/250, f/2.0, ISO 400
    IMG_4023.jpgNoneSony A7IV85mm f/1.81/500, f/1.8, ISO 100
    IMG_4024.jpgSerial No.Sony A7IV85mm f/1.81/1000, f/4.0, ISO 100
    IMG_4025.jpgGPS FoundSony A7IV35mm f/1.41/125, f/8.0, ISO 200
    filename,make,model,lens,focal_length,aperture,shutter_speed,iso,gps_lat,gps_long
IMG_4021.jpg,Sony,ILCE-7M4,FE 35mm F1.4 GM,35mm,2.8,0.005,400,40.7128,-74.0060
IMG_4022.jpg,Sony,ILCE-7M4,FE 35mm F1.4 GM,35mm,2.0,0.004,400,40.7128,-74.0060
IMG_4023.jpg,Sony,ILCE-7M4,FE 85mm F1.8,85mm,1.8,0.002,100,,
IMG_4024.jpg,Sony,ILCE-7M4,FE 85mm F1.8,85mm,4.0,0.001,100,,
IMG_4025.jpg,Sony,ILCE-7M4,FE 35mm F1.4 GM,35mm,8.0,0.008,200,40.7128,-74.0060

    Next steps

    • Run the strip command on ./summer_shoot/ to remove GPS data before uploading.
    • Apply your copyright stamp using the stamp command for the final deliverables.
    • Use the rename command to organize the files by their capture timestamp.

    IMG_4021.jpg

    CSV · data export

    Generated

    Example file from a real run - the skill writes it into your workspace.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    Posting raw photos online often leaks sensitive data like GPS coordinates and device serial numbers. This skill provides a CLI-driven workflow to audit, clean, and standardize EXIF data for creators and developers.

    What it does

    • Privacy Auditing flags embedded GPS locations and device identifiers before public upload.
    • Metadata Stripping removes all sensitive EXIF data while preserving image orientation.
    • Ownership Stamping injects copyright, artist name, and description fields for asset protection.
    • Batch Renaming reorganizes photo libraries based on capture timestamps for better file management.
    • Catalog Export generates CSV summaries of camera settings, lenses, and focal lengths for gear reviews.

    How it works

    1. Inspect triggers a scan of a directory to identify privacy risks and technical settings.
    2. Strip process removes all metadata to create clean copies for social media or marketplaces.
    3. Stamp applies global copyright and artist identifiers to batches of images.
    4. Rename uses timestamp patterns to standardize filenames across multiple cameras.

    Frameworks & tools

    This tool is built for Python environments and relies on the Pillow library for image processing. It operates as a script-based utility that interfaces with standard file systems.

    Why this beats prompting it yourself

    Writing reliable EXIF manipulation scripts from scratch often leads to corrupted files or lost orientation data. This skill provides tested commands that ensure originals are never modified while handling batch operations safely.

    Use cases

    • Auditing a photoshoot for location privacy before sharing with a client.
    • Preparing product photos for an ecommerce site by stripping serial numbers.
    • Generating a gear-usage report from a folder of images for a blog post.
    • Batch-applying copyright information to a portfolio of creative work.

    Known limitations

    Requires the Pillow library installed in your Python environment. Output files are written to a new directory to protect original files from accidental modification.

    How to use

    Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.

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    What's inside

    Frequently Asked Questions