vision-taggerTag and annotate images using Apple Vision framework (macOS only). Detects faces, bodies, hands, text (OCR), barcodes, objects, scene labels, and saliency re...
Install via ClawdBot CLI:
clawdbot install sagarjhaa/vision-taggerInstall Xcode CLI tools:
Install Xcode CLI toolsInstall Pillow:
Install PillowRequires:
Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://clawhub.ai/skills/vision-taggerAudited Apr 16, 2026 · audit v1.0
Generated Mar 20, 2026
Automatically tag and categorize personal or professional photo collections using scene labels, object detection, and facial recognition. This enables efficient search and organization without manual effort, leveraging local processing for privacy.
Analyze webcam images to detect body and face positions, providing real-time feedback on posture for remote workers. This helps prevent strain and improve workplace ergonomics, using skeleton joint data from the Vision framework.
Extract text from scanned documents or images, such as receipts or forms, using OCR capabilities. This streamlines data entry and archiving processes, with local processing ensuring data security and no cloud dependency.
Scan barcodes from product images to automate inventory tracking and stock management in retail settings. This reduces manual errors and speeds up operations, supporting various barcode types like QR and UPC.
Describe image contents through scene labels and object detection to assist visually impaired individuals. This can be integrated into apps that provide audio descriptions, enhancing digital accessibility on macOS devices.
Offer a free basic version for individual users with limited features, such as basic tagging, and charge for advanced capabilities like batch processing or API access. Revenue comes from premium subscriptions and one-time purchases for pro tools.
License the skill package to businesses for integration into their existing software, such as security systems or document management platforms. Provide custom support and updates, generating revenue through annual licensing fees and service contracts.
Offer tailored solutions for specific industries, like healthcare or retail, by developing custom integrations or training models. Revenue is generated through project-based fees and ongoing consulting for optimization and support.
💬 Integration Tip
Ensure Xcode CLI tools and Pillow are installed before compiling the Swift binary, and use Python subprocess for seamless JSON output parsing in custom applications.
Scored Apr 19, 2026
Control desktop applications on Windows — launch, close, focus, resize, move windows, simulate keyboard/mouse input, manage processes, control VSCode, read clipboard, and capture screen info. Use when the user wants to interact with any running program, switch windows, type text, press shortcuts, open files in VSCode, manage running processes, or get system display information.
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Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.
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Plan, draft, version, and refine written content with enforced versioning and quality audits.