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Reusable instructions for compatible AI agents.
Field counts come from the latest full-catalog snapshot. A resource can belong to several fields and platforms.
AI image and video tagging, captioning, zero-shot classification, and semantic search with open-source + commercial-safe vision-language models: CLIP (MIT, OpenAI, zero-shot classification + text-image similarity, ViT-B/32 to ViT-L/14), SigLIP (Apache 2.0, Google, sigmoid loss, outperforms CLIP o...
SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis.
SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis.
SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis.
Use when training Roboflow models, diagnosing why a model underperforms, improving accuracy, or setting up a production feedback loop — covers architecture selection, model IDs, checkpoints, Model Evaluation (confusion matrix, per-class metrics, MCP eval tools), the diagnosis-first improvement playbook, and Active Learning through the Project Model Workflow block.
Auto-activated foundation layer for the Architect Skills plugin providing practitioner-grade reference across 50+ architects and theorists (Vitruvius through Kere), 100+ quantitative rules of thumb sourced from IBC, ASHRAE 90.1, ADA/ABA, NFPA 101, BS EN 1991-1995, Neufert Architects' Data, and Architectural Graphic Standards. Covers all major building typologies (residential, commercial, institutional, industrial, special), design quality frameworks (RIBA Plan of Work 2020, AIA Framework for Des
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