grounding-anythingUse GLM-4.7V's multimodal grounding capability to detect and locate objects/text in images. Activate when user asks to find, locate, detect, or ground specif...
Install via ClawdBot CLI:
clawdbot install qijimrc/grounding-anythingGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
http://172.20.112.202:5002/v1/chat/completionsAudited Apr 18, 2026 · audit v1.0
Generated Mar 21, 2026
Automatically locate and annotate specific products or features in user-uploaded images for online shopping platforms. This helps in visual search, inventory management, and enhancing product listings with bounding boxes for customer clarity.
Identify and highlight text regions, such as signatures, dates, or key phrases, in scanned documents or images. Useful for automating data extraction, improving OCR accuracy, and streamlining document processing workflows.
Detect and locate UI elements like buttons, icons, or text fields in application screenshots. Assists designers and developers in testing interface layouts, ensuring consistency, and automating usability assessments.
Locate specific objects or individuals in surveillance footage or security images, such as identifying unauthorized items or tracking movements. Enhances monitoring systems by providing visual annotations for quick analysis.
Ground anatomical structures or abnormalities in medical images like X-rays or MRIs. Supports healthcare professionals in diagnosis, training, and research by automating the detection and localization of key features.
Offer the grounding capability as a cloud-based API, charging per request or through subscription tiers. Targets developers and businesses needing scalable, on-demand object detection without managing infrastructure.
Bundle the skill into existing software platforms, such as content management systems or design tools, through licensing agreements. Provides added value to partners by enhancing their products with multimodal grounding features.
Provide tailored solutions for specific industries, like customizing the grounding for unique object types or integrating it into proprietary workflows. Appeals to enterprises with specialized needs requiring expert implementation.
💬 Integration Tip
Ensure proper environment variable setup for NO_PROXY to avoid network issues when calling internal APIs, and use the no_think parameter to optimize response times.
Scored Apr 19, 2026
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