Architecture diagrams for the rask platform as a single self-contained HTML file — interactive click-through flows (animated steps, mode toggles, side panel, drag) OR static export-ready topology snapshots with cloud/cluster/security-group/zone boundaries; both with built-in PNG/PDF/clipboard export. Biased to the RA stack: Ray, Argo Workflows, GitOps, Kubernetes, NATS JetStream, Dapr, Redis, FastAPI, SvelteKit, turborepo, micro-frontends, HF Hub, OpenTelemetry, the HTR pipeline.
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CINECA HPC clusters (Leonardo, Marconi, Galileo100, Pitagora) — 2FA login with Smallstep SSH certificates, Slurm jobs on the Leonardo Booster GPUs, modules and containers, filesystems, budget. Use when the user mentions CINECA or Leonardo, step ssh login, sbatch/srun/squeue on these clusters, saldo, or an HPC login/2FA problem.
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Production dockerfiles — multi-stage discipline, BuildKit cache mounts, hadolint, the .docker build-context contract.
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FastAPI best practices, conventions, and production project templates. Use when writing, reviewing, refactoring or testing FastAPI or Pydantic API code, when scaffolding a new FastAPI project, or when building any new Python HTTP/REST service (FastAPI is the house standard).
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GSAP (GreenSock) animation for the SvelteKit frontend — biased to SvelteKit 2 + Svelte 5 (runes): tweens, timelines, ScrollTrigger (scroll reveals, parallax, pinning, scrub), and the now-free plugins (SplitText, Flip, Draggable, MorphSVG, ScrollSmoother). Svelte-first integration via the {@attach} pattern, gsap.context()/matchMedia() cleanup, SSR-safe setup, and Lenis smooth scroll, with copy-paste templates ($lib/gsap.ts, attachment factories, a golden-path component, a root +layout.svelte) and per-topic references. Original work; credits the official GreenSock gsap-skills (MIT).
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Composing one UI from independently deployed frontends owned by separate teams: build-time / zones / server-side / client-side-runtime composition, Module Federation, single-spa, web components, cross-app communication, and when-to-use tradeoffs.
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