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media-gen-deployment
media-gen-deployment - Skill Dossier
media-gen-deployment

media-gen-deployment

Serve generative image, video, and audio workloads in production — Modal, Replicate, fal.ai, RunPod, Beam, Baseten, Cloudflare Workers AI/R2/Queues/Containers, plus self-hosted (Vast/Lambda/CoreWeave). Activate on: deploy diffusion model, host ComfyUI API, Modal GPU, Replicate Cog, fal serverless, RunPod handler, Cloudflare Workers AI, R2 storage, GPU cold start, image gen API, video gen serving, ML inference cost optimization, GPU rental pricing, network volumes for weights. NOT for: training-only workloads, traditional web hosting, non-AI background jobs, or model selection (use generative-video-2026 / generative-music-audio / comfyui-mastery for that).

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Allowed Tools

ReadWriteEditBash(python:*uv:*pip:*curl:*docker:*wrangler:*modal:*cog:*runpodctl:*fal:*git:*)WebFetch

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Install all 551 skills as a plugin
claude plugin marketplace add curiositech/windags-skills claude plugin install windags-skills

Claude activates media-gen-deployment automatically when your task matches its description.

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"Use media-gen-deployment to help me build a feature system"
"I need expert help with serve generative image, video, and audio workloads..."