
Sirv dynamic imaging URL API for on-the-fly image transformation. Use when building image URLs with Sirv CDN, resizing images via URL parameters, adding watermarks/text overlays, cropping, applying filters, format conversion (WebP, AVIF), or any Sirv URL-based image manipulation. Covers 100+ URL parameters for scaling, cropping, effects, text, watermarks, frames, and optimization.
Guide for using Sirv AI Studio (www.sirv.studio), an AI-powered image and video processing platform. Use when working with product images, background removal, image upscaling, AI generation, video creation, batch processing, or e-commerce image workflows. Triggers on mentions of Sirv AI Studio, product photography, background removal, image upscaling, AI image generation, batch image processing, or marketplace optimization. IMPORTANT - If sirv-ai MCP tools are available (sirv_remove_background, sirv_upscale, sirv_generate, etc.), USE THEM directly for image processing tasks instead of telling user to visit the website.
Sirv REST API integration for image and file management. Use when working with Sirv CDN, uploading/downloading files to Sirv, managing image metadata, searching files, creating 360 spins, converting videos, or any Sirv API operations. Covers authentication, file operations, metadata, search queries, async jobs, and account management.
Expert guidance on image optimization for web performance. Use when auditing or improving image delivery, Core Web Vitals, LCP/CLS/INP, responsive images, srcset/sizes, lazy loading, preloading, CDN delivery, Sirv/Cloudinary/imgix/Vercel/Cloudflare image pipelines, format conversion, compression, alt text, product media, Sirv Media Viewer galleries/zoom/spins/videos, or image-heavy frontend code. Covers AVIF, WebP, JPEG, PNG, GIF, SVG, HEIC, JPEG XL, HDR/wide gamut, quality settings, placeholders, image audits, Sirv dynamic imaging/API/viewer workflows, and implementation verification.
Sirv Media Viewer guidance. Use when building, auditing, or debugging Sirv product galleries, zoom viewers, 360 spins, videos, YouTube/Vimeo embeds, 3D models, PDF galleries, smart .view galleries, thumbnails, fullscreen/mobile behavior, SMV class="Sirv" markup, data-src/data-options/data-breakpoints, Sirv JS loading, viewer API/events, CSP, accessibility, or Core Web Vitals for Sirv interactive media.