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<!DOCTYPE html><html lang="C"><head><title>Shaun Smith `@evalstate`</title><meta property="og:title" content="Shaun Smith `@evalstate`"><meta charset="UTF-8"><meta name="viewport" content="width=device-width,height=device-height,initial-scale=1.0"><meta name="apple-mobile-web-app-capable" content="yes"><meta http-equiv="X-UA-Compatible" content="ie=edge"><meta property="og:type" content="website"><meta name="twitter:card" content="summary"><style>@media screen{body[data-bespoke-view=""] .bespoke-marp-parent>.bespoke-marp-osc>button,body[data-bespoke-view=next] .bespoke-marp-parent>.bespoke-marp-osc>button,body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-info-container button,body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-note-container button{appearance:none;background-color:initial;border:0;color:inherit;cursor:pointer;font-size:inherit;opacity:.8;outline:none;padding:0;transition:opacity .2s 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.bespoke-marp-presenter-container .bespoke-marp-presenter-next-container iframe.bespoke-marp-presenter-next{background:#0000;border:0;display:block;filter:drop-shadow(0 3px 10px rgba(0,0,0,.5));height:calc(100% - 40px);left:20px;pointer-events:none;position:absolute;top:20px;-webkit-user-select:none;user-select:none;width:calc(100% - 40px)}body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-note-container{background:#222;color:#eee;grid-area:note;position:relative;z-index:1}body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-note-container button{height:1.5em;line-height:1.5em;width:1.5em}body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-note-container .bespoke-marp-presenter-note-wrapper{display:block;inset:0;position:absolute}body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-note-container .bespoke-marp-presenter-note-buttons{background:#000000a6;border-radius:4px;bottom:0;display:flex;gap:4px;margin:12px;opacity:0;padding:6px;pointer-events:none;position:absolute;right:0;transition:opacity .2s linear}body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-note-container .bespoke-marp-presenter-note-buttons:focus-within,body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-note-container .bespoke-marp-presenter-note-wrapper:focus-within+.bespoke-marp-presenter-note-buttons,body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-note-container:hover .bespoke-marp-presenter-note-buttons{opacity:1;pointer-events:auto}body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-note-container .bespoke-marp-note{box-sizing:border-box;font-size:calc(1.1em*var(--bespoke-marp-note-font-scale, 1));height:calc(100% - 40px);margin:20px;overflow:auto;padding-right:3px;white-space:pre-wrap;width:calc(100% - 40px);word-wrap:break-word;scrollbar-color:#eeeeee80 #0000;scrollbar-width:thin}body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-note-container .bespoke-marp-note::-webkit-scrollbar{width:6px}body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-note-container .bespoke-marp-note::-webkit-scrollbar-track{background:#0000}body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-note-container .bespoke-marp-note::-webkit-scrollbar-thumb{background:#eeeeee80;border-radius:6px}body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-note-container .bespoke-marp-note:empty{pointer-events:none}body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-note-container .bespoke-marp-note.active{display:block}body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-note-container .bespoke-marp-note p:first-child{margin-top:0}body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-note-container .bespoke-marp-note p:last-child{margin-bottom:0}body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-info-container{align-items:center;box-sizing:border-box;color:#eee;display:flex;flex-wrap:nowrap;grid-area:info;justify-content:center;overflow:hidden;padding:0 10px}body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-info-container .bespoke-marp-presenter-info-page,body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-info-container .bespoke-marp-presenter-info-time,body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-info-container .bespoke-marp-presenter-info-timer{box-sizing:border-box;display:block;padding:0 10px;white-space:nowrap;width:100%}body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-info-container button{height:1.5em;line-height:1.5em;width:1.5em}body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-info-container .bespoke-marp-presenter-info-page{order:2;text-align:center}body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-info-container .bespoke-marp-presenter-info-page .bespoke-marp-presenter-info-page-text{display:inline-block;min-width:120px;text-align:center}body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-info-container .bespoke-marp-presenter-info-time{color:#999;order:1;text-align:left}body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-info-container .bespoke-marp-presenter-info-timer{color:#999;order:3;text-align:right}body[data-bespoke-view=presenter] .bespoke-marp-presenter-container .bespoke-marp-presenter-info-container .bespoke-marp-presenter-info-timer:hover{cursor:pointer}}@media print{.bespoke-marp-presenter-info-container,.bespoke-marp-presenter-next-container,.bespoke-marp-presenter-note-container{display:none}}</style><style>@import url('https://fonts.cdnfonts.com/css/fira-sans?styles=20119');div#\:\$p > svg > foreignObject > section{width:1280px;height:720px;box-sizing:border-box;overflow:hidden;position:relative;scroll-snap-align:center center;-webkit-text-size-adjust:100%;text-size-adjust:100%}div#\:\$p > svg > foreignObject > section::after{bottom:0;content:attr(data-marpit-pagination);padding:inherit;pointer-events:none;position:absolute;right:0}div#\:\$p > svg > foreignObject > section:not([data-marpit-pagination])::after{display:none}div#\:\$p > svg > foreignObject > section :is(h1, marp-h1){font-size:2em;margin-block:0.67em}div#\:\$p > svg > foreignObject > section video::-webkit-media-controls{will-change:transform}@page {size:1280px 720px;margin:0}@media print{html, body{background-color:#fff;margin:0;page-break-inside:avoid;break-inside:avoid-page}div#\:\$p > svg > foreignObject > section{page-break-before:always;break-before:page}div#\:\$p > svg > foreignObject > section, div#\:\$p > svg > foreignObject > section *{-webkit-print-color-adjust:exact!important;animation-delay:0s!important;animation-duration:0s!important;color-adjust:exact!important;print-color-adjust:exact!important;transition:none!important}div#\:\$p > svg[data-marpit-svg]{display:block;height:100vh;width:100vw}}/*!
* Marp default theme.
*
* @theme default
* @author Yuki Hattori
*
* @auto-scaling true
* @size 16:9 1280px 720px
* @size 4:3 960px 720px
*/div#\:\$p > svg > foreignObject > section{--base-size-4:calc(var(--marpit-root-font-size, 1rem) * 0.25);--base-size-8:calc(var(--marpit-root-font-size, 1rem) * 0.5);--base-size-16:calc(var(--marpit-root-font-size, 1rem) * 1);--base-size-24:calc(var(--marpit-root-font-size, 1rem) * 1.5);--base-size-40:calc(var(--marpit-root-font-size, 1rem) * 2.5);--base-text-weight-normal:400;--base-text-weight-medium:500;--base-text-weight-semibold:600;--fontStack-monospace:ui-monospace, SFMono-Regular, SF Mono, Menlo, Consolas, Liberation Mono, monospace;--fgColor-accent:Highlight;}div#\:\$p > svg > foreignObject > section [data-theme=light],div#\:\$p > svg > foreignObject > section{color-scheme:light;--focus-outlineColor:#0969da;--fgColor-default:#1f2328;--fgColor-muted:#59636e;--fgColor-accent:#0969da;--fgColor-success:#1a7f37;--fgColor-attention:#9a6700;--fgColor-danger:#d1242f;--fgColor-done:#8250df;--bgColor-default:#fff;--bgColor-muted:#f6f8fa;--bgColor-neutral-muted:#818b981f;--bgColor-attention-muted:#fff8c5;--borderColor-default:#d1d9e0;--borderColor-muted:#d1d9e0b3;--borderColor-neutral-muted:#d1d9e0b3;--borderColor-accent-emphasis:#0969da;--borderColor-success-emphasis:#1a7f37;--borderColor-attention-emphasis:#9a6700;--borderColor-danger-emphasis:#cf222e;--borderColor-done-emphasis:#8250df;--color-prettylights-syntax-comment:#59636e;--color-prettylights-syntax-constant:#0550ae;--color-prettylights-syntax-constant-other-reference-link:#0a3069;--color-prettylights-syntax-entity:#6639ba;--color-prettylights-syntax-storage-modifier-import:#1f2328;--color-prettylights-syntax-entity-tag:#0550ae;--color-prettylights-syntax-keyword:#cf222e;--color-prettylights-syntax-string:#0a3069;--color-prettylights-syntax-variable:#953800;--color-prettylights-syntax-brackethighlighter-unmatched:#82071e;--color-prettylights-syntax-brackethighlighter-angle:#59636e;--color-prettylights-syntax-invalid-illegal-text:#f6f8fa;--color-prettylights-syntax-invalid-illegal-bg:#82071e;--color-prettylights-syntax-carriage-return-text:#f6f8fa;--color-prettylights-syntax-carriage-return-bg:#cf222e;--color-prettylights-syntax-string-regexp:#116329;--color-prettylights-syntax-markup-list:#3b2300;--color-prettylights-syntax-markup-heading:#0550ae;--color-prettylights-syntax-markup-italic:#1f2328;--color-prettylights-syntax-markup-bold:#1f2328;--color-prettylights-syntax-markup-deleted-text:#82071e;--color-prettylights-syntax-markup-deleted-bg:#ffebe9;--color-prettylights-syntax-markup-inserted-text:#116329;--color-prettylights-syntax-markup-inserted-bg:#dafbe1;--color-prettylights-syntax-markup-changed-text:#953800;--color-prettylights-syntax-markup-changed-bg:#ffd8b5;--color-prettylights-syntax-markup-ignored-text:#d1d9e0;--color-prettylights-syntax-markup-ignored-bg:#0550ae;--color-prettylights-syntax-meta-diff-range:#8250df;--color-prettylights-syntax-sublimelinter-gutter-mark:#818b98;}div#\:\$p > svg > foreignObject > section [data-theme=dark],div#\:\$p > svg > foreignObject > section:where(.invert){color-scheme:dark;--focus-outlineColor:#1f6feb;--fgColor-default:#f0f6fc;--fgColor-muted:#9198a1;--fgColor-accent:#4493f8;--fgColor-success:#3fb950;--fgColor-attention:#d29922;--fgColor-danger:#f85149;--fgColor-done:#ab7df8;--bgColor-default:#0d1117;--bgColor-muted:#151b23;--bgColor-neutral-muted:#656c7633;--bgColor-attention-muted:#bb800926;--borderColor-default:#3d444d;--borderColor-muted:#3d444db3;--borderColor-neutral-muted:#3d444db3;--borderColor-accent-emphasis:#1f6feb;--borderColor-success-emphasis:#238636;--borderColor-attention-emphasis:#9e6a03;--borderColor-danger-emphasis:#da3633;--borderColor-done-emphasis:#8957e5;--color-prettylights-syntax-comment:#9198a1;--color-prettylights-syntax-constant:#79c0ff;--color-prettylights-syntax-constant-other-reference-link:#a5d6ff;--color-prettylights-syntax-entity:#d2a8ff;--color-prettylights-syntax-storage-modifier-import:#f0f6fc;--color-prettylights-syntax-entity-tag:#7ee787;--color-prettylights-syntax-keyword:#ff7b72;--color-prettylights-syntax-string:#a5d6ff;--color-prettylights-syntax-variable:#ffa657;--color-prettylights-syntax-brackethighlighter-unmatched:#f85149;--color-prettylights-syntax-brackethighlighter-angle:#9198a1;--color-prettylights-syntax-invalid-illegal-text:#f0f6fc;--color-prettylights-syntax-invalid-illegal-bg:#8e1519;--color-prettylights-syntax-carriage-return-text:#f0f6fc;--color-prettylights-syntax-carriage-return-bg:#b62324;--color-prettylights-syntax-string-regexp:#7ee787;--color-prettylights-syntax-markup-list:#f2cc60;--color-prettylights-syntax-markup-heading:#1f6feb;--color-prettylights-syntax-markup-italic:#f0f6fc;--color-prettylights-syntax-markup-bold:#f0f6fc;--color-prettylights-syntax-markup-deleted-text:#ffdcd7;--color-prettylights-syntax-markup-deleted-bg:#67060c;--color-prettylights-syntax-markup-inserted-text:#aff5b4;--color-prettylights-syntax-markup-inserted-bg:#033a16;--color-prettylights-syntax-markup-changed-text:#ffdfb6;--color-prettylights-syntax-markup-changed-bg:#5a1e02;--color-prettylights-syntax-markup-ignored-text:#f0f6fc;--color-prettylights-syntax-markup-ignored-bg:#1158c7;--color-prettylights-syntax-meta-diff-range:#d2a8ff;--color-prettylights-syntax-sublimelinter-gutter-mark:#3d444d;}div#\:\$p > svg > foreignObject > section{-ms-text-size-adjust:100%;-webkit-text-size-adjust:100%;background-color:var(--bgColor-default);color:var(--fgColor-default);font-family:-apple-system,BlinkMacSystemFont,Segoe UI,Noto Sans,Helvetica,Arial,sans-serif,Apple Color Emoji,Segoe UI Emoji;font-size:16px;line-height:1.5;margin:0;word-wrap:break-word}div#\:\$p > svg > foreignObject > section{--marpit-root-font-size:16px;}div#\:\$p > svg > foreignObject > section :is(h1, marp-h1):hover .anchor .octicon-link:before,div#\:\$p > svg > foreignObject > section :is(h2, marp-h2):hover .anchor .octicon-link:before,div#\:\$p > svg > foreignObject > section :is(h3, marp-h3):hover .anchor .octicon-link:before,div#\:\$p > svg > foreignObject > section :is(h4, marp-h4):hover .anchor .octicon-link:before,div#\:\$p > svg > foreignObject > section :is(h5, marp-h5):hover .anchor .octicon-link:before,div#\:\$p > svg > foreignObject > section :is(h6, marp-h6):hover .anchor .octicon-link:before{background-color:currentColor;content:" ";display:inline-block;height:16px;-webkit-mask-image:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" aria-hidden="true" viewBox="0 0 16 16"><path fill-rule="evenodd" d="M7.775 3.275a.75.75 0 0 0 1.06 1.06l1.25-1.25a2 2 0 1 1 2.83 2.83l-2.5 2.5a2 2 0 0 1-2.83 0 .75.75 0 0 0-1.06 1.06 3.5 3.5 0 0 0 4.95 0l2.5-2.5a3.5 3.5 0 0 0-4.95-4.95zm-4.69 9.64a2 2 0 0 1 0-2.83l2.5-2.5a2 2 0 0 1 2.83 0 .75.75 0 0 0 1.06-1.06 3.5 3.5 0 0 0-4.95 0l-2.5 2.5a3.5 3.5 0 0 0 4.95 4.95l1.25-1.25a.75.75 0 0 0-1.06-1.06l-1.25 1.25a2 2 0 0 1-2.83 0"/></svg>');mask-image:url('data:image/svg+xml;charset=utf-8,<svg xmlns="http://www.w3.org/2000/svg" aria-hidden="true" viewBox="0 0 16 16"><path fill-rule="evenodd" d="M7.775 3.275a.75.75 0 0 0 1.06 1.06l1.25-1.25a2 2 0 1 1 2.83 2.83l-2.5 2.5a2 2 0 0 1-2.83 0 .75.75 0 0 0-1.06 1.06 3.5 3.5 0 0 0 4.95 0l2.5-2.5a3.5 3.5 0 0 0-4.95-4.95zm-4.69 9.64a2 2 0 0 1 0-2.83l2.5-2.5a2 2 0 0 1 2.83 0 .75.75 0 0 0 1.06-1.06 3.5 3.5 0 0 0-4.95 0l-2.5 2.5a3.5 3.5 0 0 0 4.95 4.95l1.25-1.25a.75.75 0 0 0-1.06-1.06l-1.25 1.25a2 2 0 0 1-2.83 0"/></svg>');width:16px}div#\:\$p > svg > foreignObject > section details,div#\:\$p > svg > foreignObject > section figcaption,div#\:\$p > svg > foreignObject > section figure{display:block}div#\:\$p > svg > foreignObject > section summary{display:list-item}div#\:\$p > svg > foreignObject > section [hidden]{display:none!important}div#\:\$p > svg > foreignObject > section a{background-color:transparent;color:var(--fgColor-accent);text-decoration:none}div#\:\$p > svg > foreignObject > section abbr[title]{border-bottom:none;-webkit-text-decoration:underline dotted;text-decoration:underline dotted}div#\:\$p > svg > foreignObject > section b,div#\:\$p > svg > foreignObject > section strong{font-weight:var(--base-text-weight-semibold, 600)}div#\:\$p > svg > foreignObject > section dfn{font-style:italic}div#\:\$p > svg > foreignObject > section :is(h1, marp-h1){border-bottom:1px solid var(--borderColor-muted);font-size:2em;font-weight:var(--base-text-weight-semibold, 600);margin:.67em 0;padding-bottom:.3em}div#\:\$p > svg > foreignObject > section mark{background-color:var(--bgColor-attention-muted);color:var(--fgColor-default)}div#\:\$p > svg > foreignObject > section small{font-size:90%}div#\:\$p > svg > foreignObject > section sub,div#\:\$p > svg > foreignObject > section sup{font-size:75%;line-height:0;position:relative;vertical-align:baseline}div#\:\$p > svg > foreignObject > section sub{bottom:-.25em}div#\:\$p > svg > foreignObject > section sup{top:-.5em}div#\:\$p > svg > foreignObject > section img{border-style:none;box-sizing:content-box;max-width:100%}div#\:\$p > svg > foreignObject > section code,div#\:\$p > svg > foreignObject > section kbd,div#\:\$p > svg > foreignObject > section :is(pre, marp-pre),div#\:\$p > svg > foreignObject > section samp{font-family:monospace;font-size:1em}div#\:\$p > svg > foreignObject > section figure{margin:1em var(--base-size-40)}div#\:\$p > svg > foreignObject > section hr{background:transparent;background-color:var(--borderColor-default);border:0;box-sizing:content-box;height:.25em;margin:var(--base-size-24) 0;overflow:hidden;padding:0}div#\:\$p > svg > foreignObject > section input{font:inherit;font-family:inherit;font-size:inherit;line-height:inherit;margin:0;overflow:visible}div#\:\$p > svg > foreignObject > section [type=button],div#\:\$p > svg > foreignObject > section [type=reset],div#\:\$p > svg > foreignObject > section [type=submit]{-webkit-appearance:button;-moz-appearance:button;appearance:button}div#\:\$p > svg > foreignObject > section [type=checkbox],div#\:\$p > svg > foreignObject > section [type=radio]{box-sizing:border-box;padding:0}div#\:\$p > svg > foreignObject > section [type=number]::-webkit-inner-spin-button,div#\:\$p > svg > foreignObject > section [type=number]::-webkit-outer-spin-button{height:auto}div#\:\$p > svg > foreignObject > section [type=search]::-webkit-search-cancel-button,div#\:\$p > svg > foreignObject > section [type=search]::-webkit-search-decoration{-webkit-appearance:none;appearance:none}div#\:\$p > svg > foreignObject > section ::-webkit-input-placeholder{color:inherit;opacity:.54}div#\:\$p > svg > foreignObject > section ::-webkit-file-upload-button{-webkit-appearance:button;appearance:button;font:inherit}div#\:\$p > svg > foreignObject > section a:hover{text-decoration:underline}div#\:\$p > svg > foreignObject > section ::-moz-placeholder{color:var(--fgColor-muted);opacity:1}div#\:\$p > svg > foreignObject > section ::placeholder{color:var(--fgColor-muted);opacity:1}div#\:\$p > svg > foreignObject > section hr:after,div#\:\$p > svg > foreignObject > section hr:before{content:"";display:table}div#\:\$p > svg > foreignObject > section hr:after{clear:both}div#\:\$p > svg > foreignObject > section table{border-collapse:collapse;border-spacing:0;display:block;font-variant:tabular-nums;max-width:100%;overflow:auto;width:-moz-max-content;width:max-content}div#\:\$p > svg > foreignObject > section td,div#\:\$p > svg > foreignObject > section th{padding:0}div#\:\$p > svg > foreignObject > section details summary{cursor:pointer}div#\:\$p > svg > foreignObject > section [role=button]:focus,div#\:\$p > svg > foreignObject > section a:focus,div#\:\$p > svg > foreignObject > section input[type=checkbox]:focus,div#\:\$p > svg > foreignObject > section input[type=radio]:focus{box-shadow:none;outline:2px solid var(--focus-outlineColor);outline-offset:-2px}div#\:\$p > svg > foreignObject > section [role=button]:focus:not(:focus-visible),div#\:\$p > svg > foreignObject > section a:focus:not(:focus-visible),div#\:\$p > svg > foreignObject > section input[type=checkbox]:focus:not(:focus-visible),div#\:\$p > svg > foreignObject > section input[type=radio]:focus:not(:focus-visible){outline:1px solid transparent}div#\:\$p > svg > foreignObject > section [role=button]:focus-visible,div#\:\$p > svg > foreignObject > section a:focus-visible,div#\:\$p > svg > foreignObject > section input[type=checkbox]:focus-visible,div#\:\$p > svg > foreignObject > section input[type=radio]:focus-visible{box-shadow:none;outline:2px solid var(--focus-outlineColor);outline-offset:-2px}div#\:\$p > svg > foreignObject > section a:not([class]):focus,div#\:\$p > svg > foreignObject > section a:not([class]):focus-visible,div#\:\$p > svg > foreignObject > section input[type=checkbox]:focus,div#\:\$p > svg > foreignObject > section input[type=checkbox]:focus-visible,div#\:\$p > svg > foreignObject > section input[type=radio]:focus,div#\:\$p > svg > foreignObject > section input[type=radio]:focus-visible{outline-offset:0}div#\:\$p > svg > foreignObject > section kbd{background-color:var(--bgColor-muted);border-bottom-color:var(--borderColor-neutral-muted);border:1px solid var(--borderColor-neutral-muted);border-radius:6px;box-shadow:inset 0 -1px 0 var(--borderColor-neutral-muted);color:var(--fgColor-default);display:inline-block;font:11px var(--fontStack-monospace, ui-monospace, SFMono-Regular, SF Mono, Menlo, Consolas, Liberation Mono, monospace);line-height:10px;padding:var(--base-size-4);vertical-align:middle}div#\:\$p > svg > foreignObject > section :is(h1, marp-h1),div#\:\$p > svg > foreignObject > section :is(h2, marp-h2),div#\:\$p > svg > foreignObject > section :is(h3, marp-h3),div#\:\$p > svg > foreignObject > section :is(h4, marp-h4),div#\:\$p > svg > foreignObject > section :is(h5, marp-h5),div#\:\$p > svg > foreignObject > section :is(h6, marp-h6){font-weight:var(--base-text-weight-semibold, 600);line-height:1.25;margin-bottom:var(--base-size-16);margin-top:var(--base-size-24)}div#\:\$p > svg > foreignObject > section :is(h2, marp-h2){border-bottom:1px solid var(--borderColor-muted);font-size:1.5em;padding-bottom:.3em}div#\:\$p > svg > foreignObject > section :is(h2, marp-h2),div#\:\$p > svg > foreignObject > section :is(h3, marp-h3){font-weight:var(--base-text-weight-semibold, 600)}div#\:\$p > svg > foreignObject > section :is(h3, marp-h3){font-size:1.25em}div#\:\$p > svg > foreignObject > section :is(h4, marp-h4){font-size:1em}div#\:\$p > svg > foreignObject > section :is(h4, marp-h4),div#\:\$p > svg > foreignObject > section :is(h5, marp-h5){font-weight:var(--base-text-weight-semibold, 600)}div#\:\$p > svg > foreignObject > section :is(h5, marp-h5){font-size:.875em}div#\:\$p > svg > foreignObject > section :is(h6, marp-h6){color:var(--fgColor-muted);font-size:.85em;font-weight:var(--base-text-weight-semibold, 600)}div#\:\$p > svg > foreignObject > section p{margin-bottom:10px;margin-top:0}div#\:\$p > svg > foreignObject > section blockquote{border-left:.25em solid var(--borderColor-default);color:var(--fgColor-muted);margin:0;padding:0 1em}div#\:\$p > svg > foreignObject > section ol,div#\:\$p > svg > foreignObject > section ul{margin-bottom:0;margin-top:0;padding-left:2em}div#\:\$p > svg > foreignObject > section ol ol,div#\:\$p > svg > foreignObject > section ul ol{list-style-type:lower-roman}div#\:\$p > svg > foreignObject > section ol ol ol,div#\:\$p > svg > foreignObject > section ol ul ol,div#\:\$p > svg > foreignObject > section ul ol ol,div#\:\$p > svg > foreignObject > section ul ul ol{list-style-type:lower-alpha}div#\:\$p > svg > foreignObject > section dd{margin-left:0}div#\:\$p > svg > foreignObject > section code,div#\:\$p > svg > foreignObject > section :is(pre, marp-pre),div#\:\$p > svg > foreignObject > section samp,div#\:\$p > svg > foreignObject > section tt{font-family:var(--fontStack-monospace, ui-monospace, SFMono-Regular, SF Mono, Menlo, Consolas, Liberation Mono, monospace);font-size:12px}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre){margin-bottom:0;margin-top:0;word-wrap:normal}div#\:\$p > svg > foreignObject > section .octicon{display:inline-block;overflow:visible!important;vertical-align:text-bottom;fill:currentColor}div#\:\$p > svg > foreignObject > section input::-webkit-inner-spin-button,div#\:\$p > svg > foreignObject > section input::-webkit-outer-spin-button{-webkit-appearance:none;appearance:none;margin:0}div#\:\$p > svg > foreignObject > section .mr-2{margin-right:var(--base-size-8, 8px)!important}div#\:\$p > svg > foreignObject > section:after,div#\:\$p > svg > foreignObject > section:before{display:table}div#\:\$p > svg > foreignObject > section:after{clear:both}div#\:\$p > svg > foreignObject > section>:first-child{margin-top:0!important}div#\:\$p > svg > foreignObject > section>:last-child{margin-bottom:0!important}div#\:\$p > svg > foreignObject > section a:not([href]){color:inherit;text-decoration:none}div#\:\$p > svg > foreignObject > section .absent{color:var(--fgColor-danger)}div#\:\$p > svg > foreignObject > section .anchor{float:left;line-height:1;margin-left:-20px;padding-right:var(--base-size-4)}div#\:\$p > svg > foreignObject > section .anchor:focus{outline:none}div#\:\$p > svg > foreignObject > section blockquote,div#\:\$p > svg > foreignObject > section details,div#\:\$p > svg > foreignObject > section dl,div#\:\$p > svg > foreignObject > section ol,div#\:\$p > svg > foreignObject > section p,div#\:\$p > svg > foreignObject > section :is(pre, marp-pre),div#\:\$p > svg > foreignObject > section table,div#\:\$p > svg > foreignObject > section ul{margin-bottom:var(--base-size-16);margin-top:0}div#\:\$p > svg > foreignObject > section blockquote>:first-child{margin-top:0}div#\:\$p > svg > foreignObject > section blockquote>:last-child{margin-bottom:0}div#\:\$p > svg > foreignObject > section :is(h1, marp-h1) .octicon-link,div#\:\$p > svg > foreignObject > section :is(h2, marp-h2) .octicon-link,div#\:\$p > svg > foreignObject > section :is(h3, marp-h3) .octicon-link,div#\:\$p > svg > foreignObject > section :is(h4, marp-h4) .octicon-link,div#\:\$p > svg > foreignObject > section :is(h5, marp-h5) .octicon-link,div#\:\$p > svg > foreignObject > section :is(h6, marp-h6) .octicon-link{color:var(--fgColor-default);vertical-align:middle;visibility:hidden}div#\:\$p > svg > foreignObject > section :is(h1, marp-h1):hover .anchor,div#\:\$p > svg > foreignObject > section :is(h2, marp-h2):hover .anchor,div#\:\$p > svg > foreignObject > section :is(h3, marp-h3):hover .anchor,div#\:\$p > svg > foreignObject > section :is(h4, marp-h4):hover .anchor,div#\:\$p > svg > foreignObject > section :is(h5, marp-h5):hover .anchor,div#\:\$p > svg > foreignObject > section :is(h6, marp-h6):hover .anchor{text-decoration:none}div#\:\$p > svg > foreignObject > section :is(h1, marp-h1):hover .anchor .octicon-link,div#\:\$p > svg > foreignObject > section :is(h2, marp-h2):hover .anchor .octicon-link,div#\:\$p > svg > foreignObject > section :is(h3, marp-h3):hover .anchor .octicon-link,div#\:\$p > svg > foreignObject > section :is(h4, marp-h4):hover .anchor .octicon-link,div#\:\$p > svg > foreignObject > section :is(h5, marp-h5):hover .anchor .octicon-link,div#\:\$p > svg > foreignObject > section :is(h6, marp-h6):hover .anchor .octicon-link{visibility:visible}div#\:\$p > svg > foreignObject > section :is(h1, marp-h1) code,div#\:\$p > svg > foreignObject > section :is(h1, marp-h1) tt,div#\:\$p > svg > foreignObject > section :is(h2, marp-h2) code,div#\:\$p > svg > foreignObject > section :is(h2, marp-h2) tt,div#\:\$p > svg > foreignObject > section :is(h3, marp-h3) code,div#\:\$p > svg > foreignObject > section :is(h3, marp-h3) tt,div#\:\$p > svg > foreignObject > section :is(h4, marp-h4) code,div#\:\$p > svg > foreignObject > section :is(h4, marp-h4) tt,div#\:\$p > svg > foreignObject > section :is(h5, marp-h5) code,div#\:\$p > svg > foreignObject > section :is(h5, marp-h5) tt,div#\:\$p > svg > foreignObject > section :is(h6, marp-h6) code,div#\:\$p > svg > foreignObject > section :is(h6, marp-h6) tt{font-size:inherit;padding:0 .2em}div#\:\$p > svg > foreignObject > section summary :is(h1, marp-h1),div#\:\$p > svg > foreignObject > section summary :is(h2, marp-h2),div#\:\$p > svg > foreignObject > section summary :is(h3, marp-h3),div#\:\$p > svg > foreignObject > section summary :is(h4, marp-h4),div#\:\$p > svg > foreignObject > section summary :is(h5, marp-h5),div#\:\$p > svg > foreignObject > section summary :is(h6, marp-h6){display:inline-block}div#\:\$p > svg > foreignObject > section summary :is(h1, marp-h1) .anchor,div#\:\$p > svg > foreignObject > section summary :is(h2, marp-h2) .anchor,div#\:\$p > svg > foreignObject > section summary :is(h3, marp-h3) .anchor,div#\:\$p > svg > foreignObject > section summary :is(h4, marp-h4) .anchor,div#\:\$p > svg > foreignObject > section summary :is(h5, marp-h5) .anchor,div#\:\$p > svg > foreignObject > section summary :is(h6, marp-h6) .anchor{margin-left:-40px}div#\:\$p > svg > foreignObject > section summary :is(h1, marp-h1),div#\:\$p > svg > foreignObject > section summary :is(h2, marp-h2){border-bottom:0;padding-bottom:0}div#\:\$p > svg > foreignObject > section ol.no-list,div#\:\$p > svg > foreignObject > section ul.no-list{list-style-type:none;padding:0}div#\:\$p > svg > foreignObject > section ol[type="a s"]{list-style-type:lower-alpha}div#\:\$p > svg > foreignObject > section ol[type="A s"]{list-style-type:upper-alpha}div#\:\$p > svg > foreignObject > section ol[type="i s"]{list-style-type:lower-roman}div#\:\$p > svg > foreignObject > section ol[type="I s"]{list-style-type:upper-roman}div#\:\$p > svg > foreignObject > section div>ol:not([type]),div#\:\$p > svg > foreignObject > section ol[type="1"]{list-style-type:decimal}div#\:\$p > svg > foreignObject > section ol ol,div#\:\$p > svg > foreignObject > section ol ul,div#\:\$p > svg > foreignObject > section ul ol,div#\:\$p > svg > foreignObject > section ul ul{margin-bottom:0;margin-top:0}div#\:\$p > svg > foreignObject > section li>p{margin-top:var(--base-size-16)}div#\:\$p > svg > foreignObject > section li+li{margin-top:.25em}div#\:\$p > svg > foreignObject > section dl{padding:0}div#\:\$p > svg > foreignObject > section dl dt{font-size:1em;font-style:italic;font-weight:var(--base-text-weight-semibold, 600);margin-top:var(--base-size-16);padding:0}div#\:\$p > svg > foreignObject > section dl dd{margin-bottom:var(--base-size-16);padding:0 var(--base-size-16)}div#\:\$p > svg > foreignObject > section table th{font-weight:var(--base-text-weight-semibold, 600)}div#\:\$p > svg > foreignObject > section table td,div#\:\$p > svg > foreignObject > section table th{border:1px solid var(--borderColor-default);padding:6px 13px}div#\:\$p > svg > foreignObject > section table td>:last-child{margin-bottom:0}div#\:\$p > svg > foreignObject > section table tr{background-color:var(--bgColor-default);border-top:1px solid var(--borderColor-muted)}div#\:\$p > svg > foreignObject > section table tr:nth-child(2n){background-color:var(--bgColor-muted)}div#\:\$p > svg > foreignObject > section table img{background-color:transparent}div#\:\$p > svg > foreignObject > section img[align=right]{padding-left:20px}div#\:\$p > svg > foreignObject > section img[align=left]{padding-right:20px}div#\:\$p > svg > foreignObject > section .emoji{background-color:transparent;max-width:none;vertical-align:text-top}div#\:\$p > svg > foreignObject > section :is(span, marp-span).frame,div#\:\$p > svg > foreignObject > section :is(span, marp-span).frame>:is(span, marp-span){display:block;overflow:hidden}div#\:\$p > svg > foreignObject > section :is(span, marp-span).frame>:is(span, marp-span){border:1px solid var(--borderColor-default);float:left;margin:13px 0 0;padding:7px;width:auto}div#\:\$p > svg > foreignObject > section :is(span, marp-span).frame :is(span, marp-span) img{display:block;float:left}div#\:\$p > svg > foreignObject > section :is(span, marp-span).frame :is(span, marp-span) :is(span, marp-span){clear:both;color:var(--fgColor-default);display:block;padding:5px 0 0}div#\:\$p > svg > foreignObject > section :is(span, marp-span).align-center{clear:both;display:block;overflow:hidden}div#\:\$p > svg > foreignObject > section :is(span, marp-span).align-center>:is(span, marp-span){display:block;margin:13px auto 0;overflow:hidden;text-align:center}div#\:\$p > svg > foreignObject > section :is(span, marp-span).align-center :is(span, marp-span) img{margin:0 auto;text-align:center}div#\:\$p > svg > foreignObject > section :is(span, marp-span).align-right{clear:both;display:block;overflow:hidden}div#\:\$p > svg > foreignObject > section :is(span, marp-span).align-right>:is(span, marp-span){display:block;margin:13px 0 0;overflow:hidden;text-align:right}div#\:\$p > svg > foreignObject > section :is(span, marp-span).align-right :is(span, marp-span) img{margin:0;text-align:right}div#\:\$p > svg > foreignObject > section :is(span, marp-span).float-left{display:block;float:left;margin-right:13px;overflow:hidden}div#\:\$p > svg > foreignObject > section :is(span, marp-span).float-left :is(span, marp-span){margin:13px 0 0}div#\:\$p > svg > foreignObject > section :is(span, marp-span).float-right{display:block;float:right;margin-left:13px;overflow:hidden}div#\:\$p > svg > foreignObject > section :is(span, marp-span).float-right>:is(span, marp-span){display:block;margin:13px auto 0;overflow:hidden;text-align:right}div#\:\$p > svg > foreignObject > section code,div#\:\$p > svg > foreignObject > section tt{background-color:var(--bgColor-neutral-muted);border-radius:6px;font-size:85%;margin:0;padding:.2em .4em;white-space:break-spaces}div#\:\$p > svg > foreignObject > section code br,div#\:\$p > svg > foreignObject > section tt br{display:none}div#\:\$p > svg > foreignObject > section del code{text-decoration:inherit}div#\:\$p > svg > foreignObject > section samp{font-size:85%}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) code{font-size:100%}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre)>code{background:transparent;border:0;margin:0;padding:0;white-space:pre;word-break:normal}div#\:\$p > svg > foreignObject > section .highlight{margin-bottom:var(--base-size-16)}div#\:\$p > svg > foreignObject > section .highlight :is(pre, marp-pre){margin-bottom:0;word-break:normal}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre){background-color:var(--bgColor-muted);border-radius:6px;color:var(--fgColor-default);font-size:85%;line-height:1.45;overflow:auto;padding:var(--base-size-16)}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) code,div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) tt{display:inline;line-height:inherit;margin:0;max-width:auto;overflow:visible;padding:0;word-wrap:normal;background-color:transparent;border:0}div#\:\$p > svg > foreignObject > section .csv-data td,div#\:\$p > svg > foreignObject > section .csv-data th{font-size:12px;line-height:1;overflow:hidden;padding:5px;text-align:left;white-space:nowrap}div#\:\$p > svg > foreignObject > section .csv-data .blob-num{background:var(--bgColor-default);border:0;padding:10px var(--base-size-8) 9px;text-align:right}div#\:\$p > svg > foreignObject > section .csv-data tr{border-top:0}div#\:\$p > svg > foreignObject > section .csv-data th{background:var(--bgColor-muted);border-top:0;font-weight:var(--base-text-weight-semibold, 600)}div#\:\$p > svg > foreignObject > section [data-footnote-ref]:before{content:"["}div#\:\$p > svg > foreignObject > section [data-footnote-ref]:after{content:"]"}div#\:\$p > svg > foreignObject > section .footnotes{border-top:1px solid var(--borderColor-default);color:var(--fgColor-muted);font-size:12px}div#\:\$p > svg > foreignObject > section div#\:\$p > svg > foreignObject > section section.footnotes{--marpit-root-font-size:12px;}div#\:\$p > svg > foreignObject > section .footnotes ol,div#\:\$p > svg > foreignObject > section .footnotes ol ul{padding-left:var(--base-size-16)}div#\:\$p > svg > foreignObject > section .footnotes ol ul{display:inline-block;margin-top:var(--base-size-16)}div#\:\$p > svg > foreignObject > section .footnotes li{position:relative}div#\:\$p > svg > foreignObject > section .footnotes li:target:before{border:2px solid var(--borderColor-accent-emphasis);border-radius:6px;bottom:calc(var(--base-size-8)*-1);content:"";left:calc(var(--base-size-24)*-1);pointer-events:none;position:absolute;right:calc(var(--base-size-8)*-1);top:calc(var(--base-size-8)*-1)}div#\:\$p > svg > foreignObject > section .footnotes li:target{color:var(--fgColor-default)}div#\:\$p > svg > foreignObject > section .footnotes .data-footnote-backref g-emoji{font-family:monospace}div#\:\$p > svg > foreignObject > section body:has(:modal){padding-right:var(--dialog-scrollgutter)!important}div#\:\$p > svg > foreignObject > section .pl-c{color:var(--color-prettylights-syntax-comment)}div#\:\$p > svg > foreignObject > section .pl-c1,div#\:\$p > svg > foreignObject > section .pl-s .pl-v{color:var(--color-prettylights-syntax-constant)}div#\:\$p > svg > foreignObject > section .pl-e,div#\:\$p > svg > foreignObject > section .pl-en{color:var(--color-prettylights-syntax-entity)}div#\:\$p > svg > foreignObject > section .pl-s .pl-s1,div#\:\$p > svg > foreignObject > section .pl-smi{color:var(--color-prettylights-syntax-storage-modifier-import)}div#\:\$p > svg > foreignObject > section .pl-ent{color:var(--color-prettylights-syntax-entity-tag)}div#\:\$p > svg > foreignObject > section .pl-k{color:var(--color-prettylights-syntax-keyword)}div#\:\$p > svg > foreignObject > section .pl-pds,div#\:\$p > svg > foreignObject > section .pl-s,div#\:\$p > svg > foreignObject > section .pl-s .pl-pse .pl-s1,div#\:\$p > svg > foreignObject > section .pl-sr,div#\:\$p > svg > foreignObject > section .pl-sr .pl-cce,div#\:\$p > svg > foreignObject > section .pl-sr .pl-sra,div#\:\$p > svg > foreignObject > section .pl-sr .pl-sre{color:var(--color-prettylights-syntax-string)}div#\:\$p > svg > foreignObject > section .pl-smw,div#\:\$p > svg > foreignObject > section .pl-v{color:var(--color-prettylights-syntax-variable)}div#\:\$p > svg > foreignObject > section .pl-bu{color:var(--color-prettylights-syntax-brackethighlighter-unmatched)}div#\:\$p > svg > foreignObject > section .pl-ii{background-color:var(--color-prettylights-syntax-invalid-illegal-bg);color:var(--color-prettylights-syntax-invalid-illegal-text)}div#\:\$p > svg > foreignObject > section .pl-c2{background-color:var(--color-prettylights-syntax-carriage-return-bg);color:var(--color-prettylights-syntax-carriage-return-text)}div#\:\$p > svg > foreignObject > section .pl-sr .pl-cce{color:var(--color-prettylights-syntax-string-regexp);font-weight:700}div#\:\$p > svg > foreignObject > section .pl-ml{color:var(--color-prettylights-syntax-markup-list)}div#\:\$p > svg > foreignObject > section .pl-mh,div#\:\$p > svg > foreignObject > section .pl-mh .pl-en,div#\:\$p > svg > foreignObject > section .pl-ms{color:var(--color-prettylights-syntax-markup-heading);font-weight:700}div#\:\$p > svg > foreignObject > section .pl-mi{color:var(--color-prettylights-syntax-markup-italic);font-style:italic}div#\:\$p > svg > foreignObject > section .pl-mb{color:var(--color-prettylights-syntax-markup-bold);font-weight:700}div#\:\$p > svg > foreignObject > section .pl-md{background-color:var(--color-prettylights-syntax-markup-deleted-bg);color:var(--color-prettylights-syntax-markup-deleted-text)}div#\:\$p > svg > foreignObject > section .pl-mi1{background-color:var(--color-prettylights-syntax-markup-inserted-bg);color:var(--color-prettylights-syntax-markup-inserted-text)}div#\:\$p > svg > foreignObject > section .pl-mc{background-color:var(--color-prettylights-syntax-markup-changed-bg);color:var(--color-prettylights-syntax-markup-changed-text)}div#\:\$p > svg > foreignObject > section .pl-mi2{background-color:var(--color-prettylights-syntax-markup-ignored-bg);color:var(--color-prettylights-syntax-markup-ignored-text)}div#\:\$p > svg > foreignObject > section .pl-mdr{color:var(--color-prettylights-syntax-meta-diff-range);font-weight:700}div#\:\$p > svg > foreignObject > section .pl-ba{color:var(--color-prettylights-syntax-brackethighlighter-angle)}div#\:\$p > svg > foreignObject > section .pl-sg{color:var(--color-prettylights-syntax-sublimelinter-gutter-mark)}div#\:\$p > svg > foreignObject > section .pl-corl{color:var(--color-prettylights-syntax-constant-other-reference-link);text-decoration:underline}div#\:\$p > svg > foreignObject > section [role=button]:focus:not(:focus-visible),div#\:\$p > svg > foreignObject > section [role=tabpanel][tabindex="0"]:focus:not(:focus-visible),div#\:\$p > svg > foreignObject > section a:focus:not(:focus-visible),div#\:\$p > svg > foreignObject > section button:focus:not(:focus-visible),div#\:\$p > svg > foreignObject > section summary:focus:not(:focus-visible){box-shadow:none;outline:none}div#\:\$p > svg > foreignObject > section [tabindex="0"]:focus:not(:focus-visible),div#\:\$p > svg > foreignObject > section details-dialog:focus:not(:focus-visible){outline:none}div#\:\$p > svg > foreignObject > section g-emoji{display:inline-block;font-family:Apple Color Emoji,Segoe UI Emoji,Segoe UI Symbol;font-size:1em;font-style:normal!important;font-weight:var(--base-text-weight-normal, 400);line-height:1;min-width:1ch;vertical-align:-.075em}div#\:\$p > svg > foreignObject > section g-emoji img{height:1em;width:1em}div#\:\$p > svg > foreignObject > section .task-list-item{list-style-type:none}div#\:\$p > svg > foreignObject > section .task-list-item label{font-weight:var(--base-text-weight-normal, 400)}div#\:\$p > svg > foreignObject > section .task-list-item.enabled label{cursor:pointer}div#\:\$p > svg > foreignObject > section .task-list-item+.task-list-item{margin-top:var(--base-size-4)}div#\:\$p > svg > foreignObject > section .task-list-item .handle{display:none}div#\:\$p > svg > foreignObject > section .task-list-item-checkbox{margin:0 .2em .25em -1.4em;vertical-align:middle}div#\:\$p > svg > foreignObject > section ul:dir(rtl) .task-list-item-checkbox{margin:0 -1.6em .25em .2em}div#\:\$p > svg > foreignObject > section ol:dir(rtl) .task-list-item-checkbox{margin:0 -1.6em .25em .2em}div#\:\$p > svg > foreignObject > section .contains-task-list:focus-within .task-list-item-convert-container,div#\:\$p > svg > foreignObject > section .contains-task-list:hover .task-list-item-convert-container{display:block;height:24px;overflow:visible;width:auto;clip:auto}div#\:\$p > svg > foreignObject > section ::-webkit-calendar-picker-indicator{filter:invert(50%)}div#\:\$p > svg > foreignObject > section .markdown-alert{border-left:.25em solid var(--borderColor-default);color:inherit;margin-bottom:var(--base-size-16);padding:var(--base-size-8) var(--base-size-16)}div#\:\$p > svg > foreignObject > section .markdown-alert>:first-child{margin-top:0}div#\:\$p > svg > foreignObject > section .markdown-alert>:last-child{margin-bottom:0}div#\:\$p > svg > foreignObject > section .markdown-alert .markdown-alert-title{align-items:center;display:flex;font-weight:var(--base-text-weight-medium, 500);line-height:1}div#\:\$p > svg > foreignObject > section .markdown-alert.markdown-alert-note{border-left-color:var(--borderColor-accent-emphasis)}div#\:\$p > svg > foreignObject > section .markdown-alert.markdown-alert-note .markdown-alert-title{color:var(--fgColor-accent)}div#\:\$p > svg > foreignObject > section .markdown-alert.markdown-alert-important{border-left-color:var(--borderColor-done-emphasis)}div#\:\$p > svg > foreignObject > section .markdown-alert.markdown-alert-important .markdown-alert-title{color:var(--fgColor-done)}div#\:\$p > svg > foreignObject > section .markdown-alert.markdown-alert-warning{border-left-color:var(--borderColor-attention-emphasis)}div#\:\$p > svg > foreignObject > section .markdown-alert.markdown-alert-warning .markdown-alert-title{color:var(--fgColor-attention)}div#\:\$p > svg > foreignObject > section .markdown-alert.markdown-alert-tip{border-left-color:var(--borderColor-success-emphasis)}div#\:\$p > svg > foreignObject > section .markdown-alert.markdown-alert-tip .markdown-alert-title{color:var(--fgColor-success)}div#\:\$p > svg > foreignObject > section .markdown-alert.markdown-alert-caution{border-left-color:var(--borderColor-danger-emphasis)}div#\:\$p > svg > foreignObject > section .markdown-alert.markdown-alert-caution .markdown-alert-title{color:var(--fgColor-danger)}div#\:\$p > svg > foreignObject > section>:first-child>.heading-element:first-child{margin-top:0!important}div#\:\$p > svg > foreignObject > section .highlight :is(pre, marp-pre):has(+.zeroclipboard-container){min-height:52px}div#\:\$p > svg > foreignObject > section :is(h1, marp-h1){color:var(--h1-color);font-size:1.6em}div#\:\$p > svg > foreignObject > section :is(h1, marp-h1),div#\:\$p > svg > foreignObject > section :is(h2, marp-h2){border-bottom:none}div#\:\$p > svg > foreignObject > section :is(h2, marp-h2){font-size:1.3em}div#\:\$p > svg > foreignObject > section :is(h3, marp-h3){font-size:1.1em}div#\:\$p > svg > foreignObject > section :is(h4, marp-h4){font-size:1.05em}div#\:\$p > svg > foreignObject > section :is(h5, marp-h5){font-size:1em}div#\:\$p > svg > foreignObject > section :is(h6, marp-h6){font-size:.9em}div#\:\$p > svg > foreignObject > section :is(h1, marp-h1) strong,div#\:\$p > svg > foreignObject > section :is(h2, marp-h2) strong,div#\:\$p > svg > foreignObject > section :is(h3, marp-h3) strong,div#\:\$p > svg > foreignObject > section :is(h4, marp-h4) strong,div#\:\$p > svg > foreignObject > section :is(h5, marp-h5) strong,div#\:\$p > svg > foreignObject > section :is(h6, marp-h6) strong{color:var(--heading-strong-color);font-weight:inherit}div#\:\$p > svg > foreignObject > section :is(h1, marp-h1)::part(auto-scaling),div#\:\$p > svg > foreignObject > section :is(h2, marp-h2)::part(auto-scaling),div#\:\$p > svg > foreignObject > section :is(h3, marp-h3)::part(auto-scaling),div#\:\$p > svg > foreignObject > section :is(h4, marp-h4)::part(auto-scaling),div#\:\$p > svg > foreignObject > section :is(h5, marp-h5)::part(auto-scaling),div#\:\$p > svg > foreignObject > section :is(h6, marp-h6)::part(auto-scaling){max-height:563px}div#\:\$p > svg > foreignObject > section hr{height:0;padding-top:.25em}div#\:\$p > svg > foreignObject > section img{background-color:transparent}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre){border:1px solid var(--borderColor-default);line-height:1.15;overflow:visible}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre)::part(auto-scaling){max-height:529px}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs){color:var(--color-prettylights-syntax-storage-modifier-import)}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-doctag),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-keyword),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-meta .hljs-keyword),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-template-tag),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-template-variable),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-type),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-variable.language_){color:var(--color-prettylights-syntax-keyword)}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-title),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-title.class_),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-title.class_.inherited__),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-title.function_){color:var(--color-prettylights-syntax-entity)}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-attr),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-attribute),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-literal),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-meta),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-number),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-operator),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-selector-attr),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-selector-class),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-selector-id),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-variable){color:var(--color-prettylights-syntax-constant)}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-meta .hljs-string),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-regexp),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-string){color:var(--color-prettylights-syntax-string)}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-built_in),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-symbol){color:var(--color-prettylights-syntax-variable)}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-code),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-comment),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-formula){color:var(--color-prettylights-syntax-comment)}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-name),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-quote),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-selector-pseudo),div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-selector-tag){color:var(--color-prettylights-syntax-entity-tag)}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-subst){color:var(--color-prettylights-syntax-storage-modifier-import)}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-section){color:var(--color-prettylights-syntax-markup-heading);font-weight:700}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-bullet){color:var(--color-prettylights-syntax-markup-list)}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-emphasis){color:var(--color-prettylights-syntax-markup-italic);font-style:italic}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-strong){color:var(--color-prettylights-syntax-markup-bold);font-weight:700}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-addition){background-color:var(--color-prettylights-syntax-markup-inserted-bg);color:var(--color-prettylights-syntax-markup-inserted-text)}div#\:\$p > svg > foreignObject > section :is(pre, marp-pre) :where(.hljs-deletion){background-color:var(--color-prettylights-syntax-markup-deleted-bg);color:var(--color-prettylights-syntax-markup-deleted-text)}div#\:\$p > svg > foreignObject > section footer,div#\:\$p > svg > foreignObject > section header{color:var(--header-footer-color);font-size:18px;left:30px;margin:0;position:absolute}div#\:\$p > svg > foreignObject > section header{top:21px}div#\:\$p > svg > foreignObject > section footer{bottom:21px}div#\:\$p > svg > foreignObject > section{--h1-color:#246;--header-footer-color:hsla(0,0%,40%,.75);--heading-strong-color:#48c;--paginate-color:#777;--base-size-4:4px;--base-size-8:8px;--base-size-16:16px;--base-size-24:24px;--base-size-40:40px;align-items:stretch;display:block;flex-flow:column nowrap;font-size:29px;height:720px;padding:78.5px;place-content:safe center center;width:1280px}div#\:\$p > svg > foreignObject > section{--marpit-root-font-size:29px;}div#\:\$p > svg > foreignObject > section:where(.invert){--h1-color:#cee7ff;--header-footer-color:hsla(0,0%,60%,.75);--heading-strong-color:#7bf;--paginate-color:#999;}div#\:\$p > svg > foreignObject > section>:last-child,div#\:\$p > svg > foreignObject > section[data-footer]>:nth-last-child(2){margin-bottom:0}div#\:\$p > svg > foreignObject > section>:first-child,div#\:\$p > svg > foreignObject > section>header:first-child+*{margin-top:0}div#\:\$p > svg > foreignObject > section:after{bottom:21px;color:var(--paginate-color);font-size:24px;padding:0;position:absolute;right:30px}div#\:\$p > svg > foreignObject > section:after{--marpit-root-font-size:24px;}div#\:\$p > svg > foreignObject > section[data-color] :is(h1, marp-h1),div#\:\$p > svg > foreignObject > section[data-color] :is(h2, marp-h2),div#\:\$p > svg > foreignObject > section[data-color] :is(h3, marp-h3),div#\:\$p > svg > foreignObject > section[data-color] :is(h4, marp-h4),div#\:\$p > svg > foreignObject > section[data-color] :is(h5, marp-h5),div#\:\$p > svg > foreignObject > section[data-color] :is(h6, marp-h6){color:currentcolor}div#\:\$p > svg > foreignObject > :where(section):not([\20 root]){--subtitle-color: #93a1a1;--h1-color: black;--border-color: #e99211;--bold-color: orangered;--italic-color: black;--italic-background-color: rgba(255, 210, 8, 0.713);--background-color: #fdf6e3;--list-item-color: rgb(50, 56, 56);--after-color: rgb(255, 39, 1);--main-color: rgb(207, 77, 17);--darker-color: #246;--lighter-color: #080a0a;--extra-back-color: rgb(175, 172, 173);--letter-spacing: 0.125px;--cool-list-color: orangered;--author-align: right;--blockquote-strong: rgb(255, 1, 1);--table-header-color: rgb(28, 36, 43);--table-header-font-color: white;--table-border-top: rgb(97, 96, 96);--table-border-bottom: rgba(97, 97, 96, 0.315);--table-nth-child-color: #eef1f3;--table-hover-background-color: rgb(252, 11, 11);--table-hover-color: white;}div#\:\$p > svg > foreignObject > section.transition{--transitionpage-color: orangered;}div#\:\$p > svg > foreignObject > section.biblio{--text-color: white;--biblio-background-color: rgb(11, 50, 175);--border-color: darkorange;--bold-color: orange;}div#\:\$p > svg > foreignObject > section.titlepage{--title-size: 150%;--subtitle-size: 110%;--author-size: 110%;--date-size: 110%;--institute-size: 90%;--letter-spacing: 0.125px;--title-font-weight: 600;--subtitle-font-weight: 600;--title-color: #ee0d0d;--title-color: #4d7baf;--title-color: #0a67f1;--title-color: #002b36;--titlepage-color: #242d31;--background-color: #faf7f7;--border-color: #f0cf9e;--border-color: #b5c9ee;--border-color: #8aa6da;--border-color: #6c71c4;--border-color: #e99211;}div#\:\$p > svg > foreignObject > section.cite{--background-color: #fdf6e3;--strong-color: rgb(182, 112, 27);}/*
============================================
Created by Paulo Cunha
version: 1.75
update: 06.mai.2024
update: 23.jun.2023
update: 12.mai.2022
update: 30.dez.2021
============================================
You may use freely (MIT license) provided
due credits are granted to the authors.
CLASSES:
<!-- _class: biblio -->
<!-- _class: blockquote -->
<!-- _class: cite -->
<!-- _class: columns -->
<!-- _class: columns3 -->
<!-- _class: columns-center -->
<!-- _class: columns3-center -->
<!-- _class: cool-list -->
<!-- _class: cool-list2 -->
<!-- _class: table -->
<!-- _class: transition -->
<!-- _class: titlepage -->
Credits: https://catalin.red/css3-ordered-list-styles/
for cool-list anda cool-list2.
*/div#\:\$p > svg > foreignObject > section :is(h1, marp-h1){color:var(--h1-color);border-bottom:1px solid var(--border-color)}div#\:\$p > svg > foreignObject > section p{margin-top:0.5em;margin-bottom:0.25em;line-height:1.3em;font-size:32px}div#\:\$p > svg > foreignObject > section li{margin-top:0.5em;margin-bottom:0.25em;line-height:1.2em;font-size:105%;color:val(--list-item-color)}div#\:\$p > svg > foreignObject > section em{color:var(--italic-color);background:var(--italic-background-color);font-style:normal;font-weight:bold;font-family:sans-serif;padding-top:6px;padding-left:6px;padding-right:6px;padding-bottom:6px}div#\:\$p > svg > foreignObject > section strong{color:var(--bold-color);padding-left:5px;padding-right:5px;font-weight:600}div#\:\$p > svg > foreignObject > section figcaption{font-size:80%;padding-top:16px}div#\:\$p > svg > foreignObject > section::after{color:rgb(51, 59, 77);font-size:0.8em;content:' ' attr(data-marpit-pagination) '/' attr(data-marpit-pagination-total) ' '}div#\:\$p > svg > foreignObject > section::after{--marpit-root-font-size: 0.8em;}div#\:\$p > svg > foreignObject > section .center{text-align:center}div#\:\$p > svg > foreignObject > section .right{text-align:right}div#\:\$p > svg > foreignObject > section .small{font-size:24px}div#\:\$p > svg > foreignObject > section section.small{--marpit-root-font-size: 24px;}div#\:\$p > svg > foreignObject > section table{margin-top:40px;border:0;font-size:24px;margin-right:auto!important;margin-left:auto!important}div#\:\$p > svg > foreignObject > section table th{background-color:var(--table-header-color);color:var(--table-header-font-color);border:1;border-top:var(--table-border-top) solid 2px}div#\:\$p > svg > foreignObject > section table td{border:0}div#\:\$p > svg > foreignObject > section table tr:nth-child(2){background-color:#c4c6c6}div#\:\$p > svg > foreignObject > section table tr:last-child{border-bottom:var(--table-border-bottom) solid 1px}div#\:\$p > svg > foreignObject > section tr:nth-child(even){background-color:var(--table-nth-child-color)!important}div#\:\$p > svg > foreignObject > section tr:hover{color:var(--table-hover-color);background-color:var(--table-hover-background-color);font-weight:bold}div#\:\$p > svg > foreignObject > section blockquote{color:rgb(66, 66, 66);font-size:20px;border-top:0.1em dashed var(--extra-back-color);margin-top:auto}div#\:\$p > svg > foreignObject > section blockquote p{font-size:1.12em!important;letter-spacing:-0.5px!important}div#\:\$p > svg > foreignObject > section blockquote strong{color:var(--blockquote-strong);font-weight:bold;font-size:1.11em!important;letter-spacing:-0.5px!important}div#\:\$p > svg > foreignObject > section .columns{display:grid;grid-template-columns:repeat(2, minmax(0, 1fr));gap:calc(var(--marpit-root-font-size, 1rem) * 0.5)}div#\:\$p > svg > foreignObject > section .columns p{margin-top:0.5em;margin-bottom:0.25em;line-height:1.16em;font-size:30px}div#\:\$p > svg > foreignObject > section .columns ol, div#\:\$p > svg > foreignObject > section ul{margin-top:0.15em;margin-bottom:0.25em;line-height:1.73em!important;font-size:26px;color:var()}div#\:\$p > svg > foreignObject > section .columns-center{display:grid;grid-template-columns:repeat(2, minmax(0, 1fr));gap:calc(var(--marpit-root-font-size, 1rem) * 1);justify-items:center;justify-content:center;align-items:center}div#\:\$p > svg > foreignObject > section .columns3{display:grid;grid-template-columns:repeat(3, minmax(0, 1fr));gap:calc(var(--marpit-root-font-size, 1rem) * 1)}div#\:\$p > svg > foreignObject > section .columns3-center{display:grid;grid-template-columns:repeat(3, minmax(0, 1fr));gap:calc(var(--marpit-root-font-size, 1rem) * 1);justify-items:center;justify-content:center;align-items:center}div#\:\$p > svg > foreignObject > section.titlepage{background-color:var(--background-color)}div#\:\$p > svg > foreignObject > section.titlepage .title{font-size:var(--title-size);font-weight:var(--title-font-weight);color:var(--title-color);border-bottom:1px solid var(--border-color);line-height:1.2;padding-bottom:15px}div#\:\$p > svg > foreignObject > section.titlepage div#\:\$p > svg > foreignObject > section section.title{--marpit-root-font-size: var(--title-size);}div#\:\$p > svg > foreignObject > section.titlepage .subtitle{font-size:var(--subtitle-size);font-weight:var(--subtitle-font-weight);line-height:1.2;color:var(--subtitle-color);padding-top:10px;padding-bottom:120px;letter-spacing:var(--letter-spacing)}div#\:\$p > svg > foreignObject > section.titlepage div#\:\$p > svg > foreignObject > section section.subtitle{--marpit-root-font-size: var(--subtitle-size);}div#\:\$p > svg > foreignObject > section.titlepage .author{font-size:var(--author-size)}div#\:\$p > svg > foreignObject > section.titlepage div#\:\$p > svg > foreignObject > section section.author{--marpit-root-font-size: var(--author-size);}div#\:\$p > svg > foreignObject > section.titlepage .date{font-size:var(--date-size)}div#\:\$p > svg > foreignObject > section.titlepage div#\:\$p > svg > foreignObject > section section.date{--marpit-root-font-size: var(--date-size);}div#\:\$p > svg > foreignObject > section.titlepage .organization{font-size:var(--institute-size)}div#\:\$p > svg > foreignObject > section.titlepage div#\:\$p > svg > foreignObject > section section.organization{--marpit-root-font-size: var(--institute-size);}div#\:\$p > svg > foreignObject > section.titlepage .author, div#\:\$p > svg > foreignObject > section.titlepage .date, div#\:\$p > svg > foreignObject > section.titlepage .organization{font-weight:400;text-align:right;color:var(--titlepage-color);line-height:1.25}div#\:\$p > svg > foreignObject > section.titlepage :is(h3, marp-h3), div#\:\$p > svg > foreignObject > section.titlepage :is(h4, marp-h4), div#\:\$p > svg > foreignObject > section.titlepage :is(h5, marp-h5){font-weight:400;text-align:right;color:var(--titlepage-color);line-height:0.45;letter-spacing:var(--letter-spacing)}div#\:\$p > svg > foreignObject > section.titlepage :is(h1, marp-h1){font-size:var(--title-size)!important;font-weight:var(--title-font-weight)!important;text-align:left;color:var(--title-color)!important;border-bottom:1px solid var(--border-color)!important;line-height:1.25}div#\:\$p > svg > foreignObject > section.titlepage :is(h2, marp-h2){font-size:var(--subtitle-size);font-weight:var(--subtitle-font-weight);text-align:left;color:var(--subtitle-color)!important;letter-spacing:var(--letter-spacing);line-height:1.2;margin-top:-0.2em;padding-bottom:95px}div#\:\$p > svg > foreignObject > section.titlepage :is(h3, marp-h3){font-size:var(--author-size)}div#\:\$p > svg > foreignObject > section.titlepage :is(h4, marp-h4){font-size:var(--date-size)}div#\:\$p > svg > foreignObject > section.titlepage :is(h5, marp-h5){font-size:var(--institute-size)}div#\:\$p > svg > foreignObject > section.titlepage footer, div#\:\$p > svg > foreignObject > section.titlepage header, div#\:\$p > svg > foreignObject > section.titlepage:after{display:none}div#\:\$p > svg > foreignObject > section.transition{background-color:var(--transitionpage-color);text-align:center!important;font-weight:bold;color:white;padding-top:auto;padding-buttom:auto}div#\:\$p > svg > foreignObject > section.transition :is(h1, marp-h1), div#\:\$p > svg > foreignObject > section.transition :is(h2, marp-h2), div#\:\$p > svg > foreignObject > section.transition p, div#\:\$p > svg > foreignObject > section.transition a{color:rgb(243, 229, 212);font-size:200%;border-bottom:none}div#\:\$p > svg > foreignObject > section.transition footer, div#\:\$p > svg > foreignObject > section.transition header, div#\:\$p > svg > foreignObject > section.transition:after{display:none}div#\:\$p > svg > foreignObject > section.transition2{background-color:rgb(137, 173, 207);text-align:center!important;font-weight:bold!important;color:rgb(255, 255, 255);padding-top:auto;padding-buttom:auto}div#\:\$p > svg > foreignObject > section.transition2 :is(h1, marp-h1), div#\:\$p > svg > foreignObject > section.transition2 :is(h2, marp-h2), div#\:\$p > svg > foreignObject > section.transition2 p, div#\:\$p > svg > foreignObject > section.transition2 a{color:rgb(217, 235, 247);font-size:200%;border-bottom:none}div#\:\$p > svg > foreignObject > section.transition2 em{background-color:rgb(60, 255, 0)!important}div#\:\$p > svg > foreignObject > section.transition2 footer, div#\:\$p > svg > foreignObject > section.transition2 header, div#\:\$p > svg > foreignObject > section.transition2:after{display:none}div#\:\$p > svg > foreignObject > section.transition3{background-color:rgb(66, 69, 71);text-align:center!important;font-weight:bold!important;color:rgb(255, 255, 255);padding-top:auto;padding-buttom:auto}div#\:\$p > svg > foreignObject > section.transition3 :is(h1, marp-h1), div#\:\$p > svg > foreignObject > section.transition3 :is(h2, marp-h2), div#\:\$p > svg > foreignObject > section.transition3 p, div#\:\$p > svg > foreignObject > section.transition3 a{color:rgb(244, 247, 217);font-size:200%;border-bottom:none}div#\:\$p > svg > foreignObject > section.transition3 em{background-color:rgb(60, 255, 0)!important}div#\:\$p > svg > foreignObject > section.transition3 strong{color:rgb(71, 83, 90)}div#\:\$p > svg > foreignObject > section.transition3 footer, div#\:\$p > svg > foreignObject > section.transition3 header, div#\:\$p > svg > foreignObject > section.transition3:after{display:none}div#\:\$p > svg > foreignObject > section.cite{background-color:var(--background-color)}div#\:\$p > svg > foreignObject > section.cite p{color:black;background-color:;letter-spacing:var(--letter-spacing);font-size:150%;text-align:center;line-height:1.2em;font-family:Cambria, Cochin, Georgia, Times, 'Times New Roman', serif;padding-top:auto;padding-bottom:auto;padding-left:100px;padding-right:100px}div#\:\$p > svg > foreignObject > section.cite strong{color:var(--strong-color)}div#\:\$p > svg > foreignObject > section.cite footer, div#\:\$p > svg > foreignObject > section.cite header, div#\:\$p > svg > foreignObject > section.cite:after{display:none}div#\:\$p > svg > foreignObject > section.biblio{background-color:var(--biblio-background-color)}div#\:\$p > svg > foreignObject > section.biblio p{color:var(--text-color);font-size:80%;font-weight:300;padding-left:5px}div#\:\$p > svg > foreignObject > section.biblio :is(h1, marp-h1){font-size:35px;color:var(--text-color);border-bottom:1px solid var(--border-color)}div#\:\$p > svg > foreignObject > section.biblio strong{color:var(--bold-color)}div#\:\$p > svg > foreignObject > section.biblio a{font-size:31px;font-weight:bold;color:var(--bold-color)}div#\:\$p > svg > foreignObject > section.biblio li{color:var(--text-color)}div#\:\$p > svg > foreignObject > section.biblio footer, div#\:\$p > svg > foreignObject > section.biblio header, div#\:\$p > svg > foreignObject > section.biblio:after{display:none}div#\:\$p > svg > foreignObject > section.cool-list ol{counter-reset:li;list-style:none;padding:0}div#\:\$p > svg > foreignObject > section.cool-list li{margin-bottom:0.1em!important;margin-top:0.1em!important}div#\:\$p > svg > foreignObject > section.cool-list ol>li>em, div#\:\$p > svg > foreignObject > section.cool-list>ol>li>a{position:relative;display:block;padding:0.4em 0.4em 0.4em 2em;margin:0.5em 0;background:#ddd;color:#444;text-decoration:none;border-radius:0.3em;transition:all 0.3s ease-out;font-style:normal}div#\:\$p > svg > foreignObject > section.cool-list ol>li>em:before, div#\:\$p > svg > foreignObject > section.cool-list>ol>li>a:before{content:counter(li);counter-increment:li;position:absolute;left:-1.3em;top:50%;margin-top:-1.3em;background:var(--cool-list-color);height:2em;width:2em;line-height:2em;border:0.3em solid #fff;text-align:center;font-weight:normal;border-radius:2em;transition:all 0.3s ease-out;color:white}div#\:\$p > svg > foreignObject > section.cool-list>ol>li>em:hover, div#\:\$p > svg > foreignObject > section.cool-list>ol>li>a:hover{background:#eee;font-weight:bolder}div#\:\$p > svg > foreignObject > section.cool-list>ol ol{margin:0 0 0 2em;font-size:75%;counter-reset:li2}div#\:\$p > svg > foreignObject > section.cool-list>ol ol>li>em:before, div#\:\$p > svg > foreignObject > section.cool-list>ol ol>li>a:before{content:counter(li2);counter-increment:li2}div#\:\$p > svg > foreignObject > section.cool-list>ol>li>ul{list-style-type:disc;margin:0 0 0 1em;font-size:75%}div#\:\$p > svg > foreignObject > section.cool-list>ol ol>li>em{background:#efefef}div#\:\$p > svg > foreignObject > section.cool-list2 ol{counter-reset:li;list-style:none;padding:0;text-shadow:0 1px 0 rgba(255, 255, 255, 0.5)}div#\:\$p > svg > foreignObject > section.cool-list2 ol ol{margin:0 0 0 2em}div#\:\$p > svg > foreignObject > section.cool-list2 ol li em{position:relative;display:block;padding:0.4em 0.4em 0.4em 0.8em;margin:0.5em 0 0.5em 2.5em;background:#ddd;color:#444;text-decoration:none;transition:all 0.3s ease-out;font-style:normal}div#\:\$p > svg > foreignObject > section.cool-list2 ol li em:hover{background:#eee;font-weight:bolder}div#\:\$p > svg > foreignObject > section.cool-list2 ol li em:before{content:counter(li);counter-increment:li;position:absolute;left:-2.5em;top:50%;margin-top:-1em;background:var(--lighter-color);height:2em;width:2em;line-height:2em;text-align:center;font-weight:bold}div#\:\$p > svg > foreignObject > section.cool-list2 ol li em:after{position:absolute;content:'';border:0.5em solid transparent;left:-1em;top:50%;margin-top:-0.5em;transition:all 0.3s ease-out}div#\:\$p > svg > foreignObject > section.cool-list2 ol li em:hover:after{left:-0.5em;border-left-color:var(--lighter-color)}div#\:\$p > svg > foreignObject > section.cool-list2 ol ol{margin:0 0 0 2em;font-size:75%;counter-reset:li2}div#\:\$p > svg > foreignObject > section.cool-list2 ol ol>li>em:before, div#\:\$p > svg > foreignObject > section.cool-list2 ol ol>li>a:before{content:counter(li2);counter-increment:li2;background:lightgray}div#\:\$p > svg > foreignObject > section.cool-list2 ol ul{list-style-type:disc;margin:0 0 0 1em;font-size:75%}div#\:\$p > svg > foreignObject > section.cool-list2 ol ol em{background:#efefef}div#\:\$p > svg > foreignObject > section li img{vertical-align:middle;margin:0 0.2em}div#\:\$p > svg > foreignObject > section.mcp-features table{width:100%;margin-top:calc(var(--marpit-root-font-size, 1rem) * 0.5);table-layout:fixed;border-collapse:collapse;font-size:calc(var(--marpit-root-font-size, 1rem) * 0.82)}div#\:\$p > svg > foreignObject > section:not(.titlepage){padding:64px 72px!important}div#\:\$p > svg > foreignObject > section.mcp-features table thead{display:none;border-bottom:1px solid rgba(0, 0, 0, 0.12)}div#\:\$p > svg > foreignObject > section.mcp-features table.show-headers thead{display:table-header-group}div#\:\$p > svg > foreignObject > section.mcp-features table thead th{padding:calc(var(--marpit-root-font-size, 1rem) * 0.35) calc(var(--marpit-root-font-size, 1rem) * 0.55);text-align:left;font-weight:600;font-size:calc(var(--marpit-root-font-size, 1rem) * 0.82);color:#64748b;background-color:transparent}div#\:\$p > svg > foreignObject > section.mcp-features table thead th:not(:first-child){text-align:right}div#\:\$p > svg > foreignObject > section.mcp-features tbody td{padding:calc(var(--marpit-root-font-size, 1rem) * 0.32) calc(var(--marpit-root-font-size, 1rem) * 0.55);border-bottom:1px solid rgba(0, 0, 0, 0.06);vertical-align:top}div#\:\$p > svg > foreignObject > section.mcp-features tbody tr:last-child td{border-bottom:none}div#\:\$p > svg > foreignObject > section.mcp-features table td:first-child, div#\:\$p > svg > foreignObject > section.mcp-features table th:first-child{text-align:left;width:auto}div#\:\$p > svg > foreignObject > section.mcp-features table.show-headers td:nth-child(2){font-weight:400}div#\:\$p > svg > foreignObject > section.mcp-features table.show-headers td:nth-child(3){font-weight:700}div#\:\$p > svg > foreignObject > section.mcp-features table tr:nth-child(even), div#\:\$p > svg > foreignObject > section.mcp-features table tr:nth-child(odd){background-color:transparent!important}div#\:\$p > svg > foreignObject > section.mcp-features table tr:hover{background-color:var(--table-hover-background-color)!important;color:var(--table-hover-color)!important;font-weight:700}div#\:\$p > svg > foreignObject > section.mcp-features tbody tr.highlight-row, div#\:\$p > svg > foreignObject > section.mcp-features tbody tr.highlight-row:hover{background-color:#dbeafe!important}div#\:\$p > svg > foreignObject > section.mcp-features tbody tr.highlight-row td, div#\:\$p > svg > foreignObject > section.mcp-features tbody tr.highlight-row:hover td{font-weight:700!important;color:#1e40af!important;padding-top:calc(var(--marpit-root-font-size, 1rem) * 0.45)!important;padding-bottom:calc(var(--marpit-root-font-size, 1rem) * 0.45)!important}div#\:\$p > svg > foreignObject > section.mcp-features tbody tr.warning-row td{color:#991b1b!important;font-weight:600!important}div#\:\$p > svg > foreignObject > section.mcp-features table{max-width:100%;overflow-x:hidden}div#\:\$p > svg > foreignObject > section.mcp-features .columns > div:last-child{padding-left:calc(var(--marpit-root-font-size, 1rem) * 2)}div#\:\$p > svg > foreignObject > section.mcp-features .cell-title{display:inline-block}div#\:\$p > svg > foreignObject > section.mcp-features .feature-icon{display:inline-flex;align-items:center;justify-content:center;width:calc(var(--marpit-root-font-size, 1rem) * 3.5);height:calc(var(--marpit-root-font-size, 1rem) * 3.5);margin:0 auto;border-radius:calc(var(--marpit-root-font-size, 1rem) * 0.9);background-color:rgba(0, 0, 0, 0.06)}div#\:\$p > svg > foreignObject > section.mcp-features .feature-icon img{max-width:62%;max-height:62%;box-shadow:none;border-radius:0}div#\:\$p > svg > foreignObject > section.mcp-features .examples{display:flex;flex-direction:column;gap:calc(var(--marpit-root-font-size, 1rem) * 0.35)}div#\:\$p > svg > foreignObject > section .registry-layout{display:flex;gap:calc(var(--marpit-root-font-size, 1rem) * 3);align-items:center;margin-top:calc(var(--marpit-root-font-size, 1rem) * 1.5);flex-wrap:wrap}div#\:\$p > svg > foreignObject > section .registry-layout .collage-column{flex:1 1 65%;min-width:360px}div#\:\$p > svg > foreignObject > section .registry-layout .text-column{flex:1 1 240px;max-width:320px;line-height:1.4}div#\:\$p > svg > foreignObject > section .registry-layout .text-column :is(h3, marp-h3){margin-top:0;margin-bottom:calc(var(--marpit-root-font-size, 1rem) * 1)}div#\:\$p > svg > foreignObject > section .registry-layout .text-column ul{padding-left:calc(var(--marpit-root-font-size, 1rem) * 1.1);margin:0}div#\:\$p > svg > foreignObject > section .registry-collage{position:relative;height:420px;margin-top:30px}div#\:\$p > svg > foreignObject > section .registry-collage img{position:absolute;width:55%;max-width:520px;border-radius:12px;border:6px solid #fff;box-shadow:0 18px 45px rgba(0, 0, 0, 0.25);transition:transform 160ms ease-in-out}div#\:\$p > svg > foreignObject > section .registry-collage img:hover{transform:scale(1.02) translateY(-4px);z-index:4}div#\:\$p > svg > foreignObject > section .registry-collage .shot-azure{top:0;left:-10px;transform:rotate(-4deg);z-index:3}div#\:\$p > svg > foreignObject > section .registry-collage .shot-claude{top:60px;right:-60px;transform:rotate(3deg);z-index:2}div#\:\$p > svg > foreignObject > section .registry-collage .shot-github{bottom:-30px;left:25%;transform:rotate(-1deg);z-index:1}div#\:\$p > svg > foreignObject > section .social-table{margin:calc(var(--marpit-root-font-size, 1rem) * 2.2) 0 0 auto;border-collapse:collapse;font-size:1.05em;min-width:360px}div#\:\$p > svg > foreignObject > section section.social-table{--marpit-root-font-size: 1.05em;}div#\:\$p > svg > foreignObject > section .social-table td{padding:calc(var(--marpit-root-font-size, 1rem) * 0.45) calc(var(--marpit-root-font-size, 1rem) * 0.25);border:none;vertical-align:middle;color:inherit}div#\:\$p > svg > foreignObject > section .social-table td:first-child{width:54px;text-align:right}div#\:\$p > svg > foreignObject > section .social-table td:first-child img{width:34px;height:34px;object-fit:contain;display:inline-block;box-shadow:none!important;border-radius:0!important}div#\:\$p > svg > foreignObject > section .social-table td:last-child{padding-left:calc(var(--marpit-root-font-size, 1rem) * 0.9)}div#\:\$p > svg > foreignObject > section .social-table a{color:inherit;text-decoration:none;display:inline-flex;align-items:center;gap:calc(var(--marpit-root-font-size, 1rem) * 0.4)}div#\:\$p > svg > foreignObject > section .social-table a:hover, div#\:\$p > svg > foreignObject > section .social-table a:focus{text-decoration:underline}div#\:\$p > svg > foreignObject > section .social-table tr{background-color:transparent!important}div#\:\$p > svg > foreignObject > section .mcp-magnify{position:relative;display:inline-block;--magnify-image: none;--magnify-scale: 2;--magnify-size: 220px;--magnify-focus-x: 50%;--magnify-focus-y: 50%;--magnify-position-x: 50%;--magnify-position-y: 50%;cursor:zoom-in;isolation:isolate}div#\:\$p > svg > foreignObject > section .mcp-magnify > img{display:block}div#\:\$p > svg > foreignObject > section .mcp-magnify::after{content:"";position:absolute;width:var(--magnify-size);height:var(--magnify-size);left:var(--magnify-position-x);top:var(--magnify-position-y);transform:translate(-50%, -50%) scale(var(--magnify-scale));transform-origin:50% 50%;background-image:var(--magnify-image);background-repeat:no-repeat;background-size:calc(100% * var(--magnify-scale)) calc(100% * var(--magnify-scale));background-position:var(--magnify-focus-x) var(--magnify-focus-y);border-radius:50%;box-shadow:0 10px 24px rgba(0, 0, 0, 0.28);outline:2px solid rgba(0, 0, 0, 0.25);outline-offset:-1px;opacity:0;transition:opacity 140ms ease-in-out;pointer-events:none;z-index:1;will-change:transform, opacity}div#\:\$p > svg > foreignObject > section .mcp-magnify:hover::after, div#\:\$p > svg > foreignObject > section .mcp-magnify:focus-within::after{opacity:1}div#\:\$p > svg > foreignObject > section .mcp-magnify--completion-1{--magnify-image: url('./images/completion-1-lightbox.png');--magnify-scale: 2;--magnify-size: 280px;--magnify-position-x: 50%;--magnify-position-y: 50%;--magnify-focus-x: 85%;--magnify-focus-y: 88%;}div#\:\$p > svg > foreignObject > section .mcp-magnify--completion-2{--magnify-image: url('./images/completion-2-lightbox.png');--magnify-scale: 2;--magnify-size: 280px;--magnify-position-x: 50%;--magnify-position-y: 50%;--magnify-focus-x: 105%;--magnify-focus-y: 105%;}div#\:\$p > svg > foreignObject > section .mcp-magnify--privacy{--magnify-image: url('./images/chatgpt-privacy.png');--magnify-scale: 2.2;--magnify-size: 240px;--magnify-position-x: 78%;--magnify-position-y: 58%;--magnify-focus-x: 78%;--magnify-focus-y: 58%;}@keyframes zoomToPosition{0%{transform:scale(var(--zoom-start-scale, 3)) translate(0, 0);opacity:1}100%{transform:scale(1) translate(var(--zoom-end-x, 0), var(--zoom-end-y, 0));opacity:1}}div#\:\$p > svg > foreignObject > section .zoom-effect{position:relative;display:inline-block;--zoom-start-scale: 3;--zoom-end-x: 0;--zoom-end-y: 0;--zoom-duration: 10s;}div#\:\$p > svg > foreignObject > section .zoom-effect img{display:block;animation:zoomToPosition var(--zoom-duration) ease-out forwards;transform-origin:center center}div#\:\$p > svg > foreignObject > section .zoom-effect--claude{--zoom-start-scale: 4;--zoom-end-x: 500px;--zoom-end-y: -450px;--zoom-duration: 3s;}div#\:\$p > svg > foreignObject > section .emphasis-box{background-color:#fef3c7;padding:calc(var(--marpit-root-font-size, 1rem) * 0.5);border-left:4px solid #f59e0b;border-radius:2px;margin:calc(var(--marpit-root-font-size, 1rem) * 0.5) 0}div#\:\$p > svg > foreignObject > section .social-table tr:nth-child(odd), div#\:\$p > svg > foreignObject > section .social-table tr:nth-child(even){background-color:transparent!important}div#\:\$p > svg > foreignObject > section .social-table tr:hover, div#\:\$p > svg > foreignObject > section .social-table tr:focus-within{background-color:var(--table-hover-background-color)!important;color:var(--table-hover-color)!important;font-weight:700}div#\:\$p > svg > foreignObject > section.top-clients table{width:100%;margin-top:calc(var(--marpit-root-font-size, 1rem) * 0.6);table-layout:fixed;border-collapse:collapse;font-size:calc(var(--marpit-root-font-size, 1rem) * 0.85)}div#\:\$p > svg > foreignObject > section.top-clients table thead{display:none}div#\:\$p > svg > foreignObject > section.top-clients table col:nth-child(1){width:calc(var(--marpit-root-font-size, 1rem) * 2.2)}div#\:\$p > svg > foreignObject > section.top-clients table col:nth-child(2){width:calc(50% - calc(var(--marpit-root-font-size, 1rem) * 7.7))}div#\:\$p > svg > foreignObject > section.top-clients table col:nth-child(3){width:calc(var(--marpit-root-font-size, 1rem) * 5.5)}div#\:\$p > svg > foreignObject > section.top-clients table col:nth-child(4){width:calc(var(--marpit-root-font-size, 1rem) * 2.2)}div#\:\$p > svg > foreignObject > section.top-clients table col:nth-child(5){width:calc(50% - calc(var(--marpit-root-font-size, 1rem) * 7.7))}div#\:\$p > svg > foreignObject > section.top-clients table col:nth-child(6){width:calc(var(--marpit-root-font-size, 1rem) * 5.5)}div#\:\$p > svg > foreignObject > section.top-clients tbody td{padding:calc(var(--marpit-root-font-size, 1rem) * 0.35) calc(var(--marpit-root-font-size, 1rem) * 0.5);border-bottom:1px solid rgba(0, 0, 0, 0.1);vertical-align:middle;line-height:1.2}div#\:\$p > svg > foreignObject > section.top-clients tbody tr:last-child td{border-bottom:none}div#\:\$p > svg > foreignObject > section.top-clients table td:nth-child(1), div#\:\$p > svg > foreignObject > section.top-clients table td:nth-child(4){text-align:center;font-weight:600;color:#64748b;font-size:calc(var(--marpit-root-font-size, 1rem) * 0.7);background-color:rgba(0, 0, 0, 0.04)}div#\:\$p > svg > foreignObject > section.top-clients table td:nth-child(2), div#\:\$p > svg > foreignObject > section.top-clients table td:nth-child(5){font-weight:600;color:#1f2937;overflow:hidden;text-overflow:ellipsis;white-space:nowrap}div#\:\$p > svg > foreignObject > section.top-clients table td:nth-child(3), div#\:\$p > svg > foreignObject > section.top-clients table td:nth-child(6){text-align:right}div#\:\$p > svg > foreignObject > section.top-clients table td:nth-child(3) .client-icons, div#\:\$p > svg > foreignObject > section.top-clients table td:nth-child(6) .client-icons{justify-content:flex-end}div#\:\$p > svg > foreignObject > section.top-clients table tr:nth-child(even), div#\:\$p > svg > foreignObject > section.top-clients table tr:nth-child(odd){background-color:transparent!important}div#\:\$p > svg > foreignObject > section.top-clients tbody td:nth-child(1), div#\:\$p > svg > foreignObject > section.top-clients tbody td:nth-child(2), div#\:\$p > svg > foreignObject > section.top-clients tbody td:nth-child(3){transition:background-color 0.15s ease}div#\:\$p > svg > foreignObject > section.top-clients tbody tr:hover td:nth-child(1), div#\:\$p > svg > foreignObject > section.top-clients tbody tr:hover td:nth-child(2), div#\:\$p > svg > foreignObject > section.top-clients tbody tr:hover td:nth-child(3){background-color:rgba(59, 130, 246, 0.08)!important}div#\:\$p > svg > foreignObject > section.top-clients tbody tr:hover td:nth-child(2){font-weight:700;color:#1e40af}div#\:\$p > svg > foreignObject > section.top-clients tbody td:nth-child(4), div#\:\$p > svg > foreignObject > section.top-clients tbody td:nth-child(5), div#\:\$p > svg > foreignObject > section.top-clients tbody td:nth-child(6){transition:background-color 0.15s ease}div#\:\$p > svg > foreignObject > section.top-clients tbody tr:hover td:nth-child(4), div#\:\$p > svg > foreignObject > section.top-clients tbody tr:hover td:nth-child(5), div#\:\$p > svg > foreignObject > section.top-clients tbody tr:hover td:nth-child(6){background-color:rgba(59, 130, 246, 0.08)!important}div#\:\$p > svg > foreignObject > section.top-clients tbody tr:hover td:nth-child(5){font-weight:700;color:#1e40af}div#\:\$p > svg > foreignObject > section.top-clients .client-icons{display:inline-flex;gap:calc(var(--marpit-root-font-size, 1rem) * 0.25);align-items:center;justify-content:center}div#\:\$p > svg > foreignObject > section.top-clients .capability-icon{display:inline-flex;align-items:center;justify-content:center;width:26px;height:26px;border-radius:4px;background-color:rgba(59, 130, 246, 0.15);transition:transform 0.15s ease}div#\:\$p > svg > foreignObject > section.top-clients .capability-icon img{width:17px;height:17px;box-shadow:none;border-radius:0;filter:invert(36%) sepia(85%) saturate(2270%) hue-rotate(208deg) brightness(96%) contrast(92%)}div#\:\$p > svg > foreignObject > section.top-clients .capability-icon.disabled{background-color:rgba(0, 0, 0, 0.03)}div#\:\$p > svg > foreignObject > section.top-clients .capability-icon.disabled img{filter:invert(80%) sepia(5%) saturate(200%) hue-rotate(180deg) brightness(95%) contrast(85%);opacity:0.35}div#\:\$p > svg > foreignObject > section.top-clients .icon-delete{display:inline-flex;align-items:center;justify-content:center;width:26px;height:26px;border-radius:4px;background-color:rgba(239, 68, 68, 0.15);transition:transform 0.15s ease}div#\:\$p > svg > foreignObject > section.top-clients .icon-delete img{width:17px;height:17px;box-shadow:none;border-radius:0;filter:invert(35%) sepia(89%) saturate(2270%) hue-rotate(343deg) brightness(96%) contrast(92%)}div#\:\$p > svg > foreignObject > section.top-clients .icon-alert{display:inline-flex;align-items:center;justify-content:center;width:26px;height:26px;border-radius:4px;background-color:rgba(239, 68, 68, 0.12);transition:transform 0.15s ease}div#\:\$p > svg > foreignObject > section.top-clients .icon-alert img{width:17px;height:17px;box-shadow:none;border-radius:0;filter:invert(35%) sepia(89%) saturate(2270%) hue-rotate(343deg) brightness(96%) contrast(92%)}div#\:\$p > svg > foreignObject > section.top-clients .legend{display:flex;gap:calc(var(--marpit-root-font-size, 1rem) * 1.5);margin-top:calc(var(--marpit-root-font-size, 1rem) * 0.8);padding:calc(var(--marpit-root-font-size, 1rem) * 0.5) calc(var(--marpit-root-font-size, 1rem) * 0.6);background-color:rgba(0, 0, 0, 0.02);border-radius:6px;font-size:calc(var(--marpit-root-font-size, 1rem) * 0.78);justify-content:center;align-items:center}div#\:\$p > svg > foreignObject > section.top-clients div#\:\$p > svg > foreignObject > section section.legend{--marpit-root-font-size: calc(var(--marpit-root-font-size, 1rem) * 0.78);}div#\:\$p > svg > foreignObject > section.top-clients .legend-item{display:flex;align-items:center;gap:calc(var(--marpit-root-font-size, 1rem) * 0.35)}div#\:\$p > svg > foreignObject > section.top-clients .legend-item .legend-label{color:#64748b;font-weight:500}div#\:\$p > svg > foreignObject > section.top-clients .client-icon{width:16px;height:16px;border-radius:3px;background-color:rgba(0, 0, 0, 0.1);display:inline-flex;align-items:center;justify-content:center;font-size:10px;font-weight:bold;line-height:1}div#\:\$p > svg > foreignObject > section.top-clients div#\:\$p > svg > foreignObject > section section.client-icon{--marpit-root-font-size: 10px;}div#\:\$p > svg > foreignObject > section.top-clients .client-icon.icon-delete{background-color:#ef4444;color:white}div#\:\$p > svg > foreignObject > section.top-clients .client-icon.icon-capability{background-color:#3b82f6;color:white}div#\:\$p > svg > foreignObject > section header{display:flex;justify-content:flex-end;align-items:center;position:absolute;top:20px;left:20px;right:20px;height:28px;z-index:1000;font-size:16px;font-weight:bold;color:#333}div#\:\$p > svg > foreignObject > section.titlepage header, div#\:\$p > svg > foreignObject > section.transition header{display:none}div#\:\$p > svg > foreignObject > section .header-logos{display:flex;align-items:center;gap:12px}div#\:\$p > svg > foreignObject > section .header-logos img{height:28px;width:auto;box-shadow:none!important;border-radius:0!important;object-fit:contain}div#\:\$p > svg > foreignObject > section .header-logos img[src*="hf_logo"]{height:32px}div#\:\$p > svg > foreignObject > section .no-shadow img, div#\:\$p > svg > foreignObject > section img.no-shadow{box-shadow:none!important}div#\:\$p > svg > foreignObject > section .shadow img, div#\:\$p > svg > foreignObject > section img.shadow{box-shadow:0 4px 8px rgba(0, 0, 0, 0.15)!important}div#\:\$p > svg > foreignObject > section.conversational-state .state-table{width:100%;margin-top:calc(var(--marpit-root-font-size, 1rem) * 0.6);table-layout:fixed;border-collapse:collapse;font-size:calc(var(--marpit-root-font-size, 1rem) * 0.75)}div#\:\$p > svg > foreignObject > section.conversational-state div#\:\$p > svg > foreignObject > section section.state-table{--marpit-root-font-size: calc(var(--marpit-root-font-size, 1rem) * 0.75);}div#\:\$p > svg > foreignObject > section.conversational-state .state-table thead{border-bottom:1px solid rgba(0, 0, 0, 0.12)}div#\:\$p > svg > foreignObject > section.conversational-state .state-table.show-headers thead{display:table-header-group}div#\:\$p > svg > foreignObject > section.conversational-state .state-table thead th{padding:calc(var(--marpit-root-font-size, 1rem) * 0.35) calc(var(--marpit-root-font-size, 1rem) * 0.5);text-align:center;font-weight:700;font-size:calc(var(--marpit-root-font-size, 1rem) * 0.72);color:#1f2937;background-color:rgba(0, 0, 0, 0.04)}div#\:\$p > svg > foreignObject > section.conversational-state .state-table thead th:first-child{text-align:center;font-weight:700;background-color:rgba(59, 130, 246, 0.08);color:#1e40af}div#\:\$p > svg > foreignObject > section.conversational-state .state-table tbody td{padding:calc(var(--marpit-root-font-size, 1rem) * 0.35) calc(var(--marpit-root-font-size, 1rem) * 0.5);border-bottom:1px solid rgba(0, 0, 0, 0.08);vertical-align:middle;text-align:center;line-height:1.3}div#\:\$p > svg > foreignObject > section.conversational-state .state-table tbody td:first-child{font-weight:700;text-align:center;background-color:rgba(0, 0, 0, 0.04);color:#1f2937;font-family:'Fira Code', monospace}div#\:\$p > svg > foreignObject > section.conversational-state .state-table tbody tr:last-child td{border-bottom:none}div#\:\$p > svg > foreignObject > section.conversational-state .state-table tr:nth-child(even), div#\:\$p > svg > foreignObject > section.conversational-state .state-table tr:nth-child(odd){background-color:transparent!important}div#\:\$p > svg > foreignObject > section.conversational-state .state-table tr:hover td{background-color:rgba(59, 130, 246, 0.08)!important}div#\:\$p > svg > foreignObject > section.conversational-state .state-table tr:hover td:first-child{font-weight:700;color:#1e40af}div#\:\$p > svg > foreignObject > section.conversational-state .state-table tr.state-change-row td:first-child{background-color:rgba(251, 191, 36, 0.2);color:#92400e}div#\:\$p > svg > foreignObject > section.conversational-state .state-table tr.state-change-row td{background-color:rgba(251, 191, 36, 0.08)}div#\:\$p > svg > foreignObject > section.conversational-state .state-table tr.danger-row td:first-child{background-color:rgba(239, 68, 68, 0.2);color:#991b1b}div#\:\$p > svg > foreignObject > section.conversational-state .state-table tr.danger-row td{background-color:rgba(239, 68, 68, 0.08)}div#\:\$p > svg > foreignObject > section .corner-logo{position:absolute;display:flex;align-items:center;gap:8px;font-size:14px;color:#333;z-index:1000}div#\:\$p > svg > foreignObject > section section.corner-logo{--marpit-root-font-size: 14px;}div#\:\$p > svg > foreignObject > section .corner-logo img{height:24px;width:auto}div#\:\$p > svg > foreignObject > section .corner-logo-bottom-left{bottom:20px;left:20px}div#\:\$p > svg > foreignObject > section .corner-logo-bottom-right{bottom:20px;right:20px}div#\:\$p > svg > foreignObject > :where(section){container-type:size}div#\:\$p > svg > foreignObject > section img[data-marp-twemoji]{background:transparent;height:1em;margin:0 .05em 0 .1em;vertical-align:-.1em;width:1em}div#\:\$p > svg > foreignObject > :where(section):not([\20 root]){font-family:'Fira Sans', sans-serif;font-weight:initial;color:#6c6c6c;color:#2b3446;background-color:#727d8b;background-color:#f8b13d;background-color:#435160;background-color:#f5eee6;background-color:#d9dee6;background-color:#f4f4ed;--h1-color : #3d09ae;--h1-color : #06858e;--border-color : #a0660387;--bold-color : rgb(21, 105, 201);--bold-color : #0d2d58;--italic-color : rgb(38, 48, 71);--italic-background-color : rgba(172, 215, 255, 0.713);--list-item-color : rgb(255, 212, 95);--after-color : rgb(51, 48, 48);--table-font-color : black;--table-header-color : rgb(0, 132, 255);--main-color : rgb(207, 77, 17);--darker-color : #246;--lighter-color : #080a0a;--extra-back-color : rgb(42, 45, 53);--letter-spacing : 0.125px;--cool-list-color : rgb(255, 68, 0);--author-align : right;}div#\:\$p > svg > foreignObject > section.titlepage .title{border-bottom:1px solid orangered}div#\:\$p > svg > foreignObject > section.titlepage .subtitle{font-weight:300}div#\:\$p > svg > foreignObject > section.titlepage .author, div#\:\$p > svg > foreignObject > section.titlepage .date, div#\:\$p > svg > foreignObject > section.titlepage .organization{text-align:left}div#\:\$p > svg > foreignObject > section.titlepage :is(h1, marp-h1){border-bottom:1px solid orangered}div#\:\$p > svg > foreignObject > section.titlepage :is(h2, marp-h2){font-weight:300}div#\:\$p > svg > foreignObject > section.titlepage :is(h3, marp-h3), div#\:\$p > svg > foreignObject > section.titlepage :is(h4, marp-h4), div#\:\$p > svg > foreignObject > section.titlepage :is(h5, marp-h5){text-align:right}div#\:\$p > svg > foreignObject > section.transition{--transitionpage-color: #247397;}div#\:\$p > svg > foreignObject > section.transition :is(h1, marp-h1) .mcp-model{color:#FF9D00}div#\:\$p > svg > foreignObject > section.transition :is(h1, marp-h1) .mcp-context{color:#6b7280}div#\:\$p > svg > foreignObject > section.transition2{background-color:#c53732}div#\:\$p > svg > foreignObject > section.cite{--background-color: #49454f;--strong-color: rgb(182, 112, 27);}div#\:\$p > svg > foreignObject > section.cite p{color:#fffbfe}div#\:\$p > svg > foreignObject > section.cite strong{color:#f87ca1}div#\:\$p > svg > foreignObject > section img{box-shadow:0 4px 8px rgba(0, 0, 0, 0.15);border-radius:4px}div#\:\$p > svg > foreignObject > section .footprint-bars{display:flex;flex-direction:column;gap:calc(var(--marpit-root-font-size, 1rem) * 1.5);margin-top:calc(var(--marpit-root-font-size, 1rem) * 2)}div#\:\$p > svg > foreignObject > section .footprint-bars .row{display:grid;grid-template-columns:260px 1fr;gap:calc(var(--marpit-root-font-size, 1rem) * 1.5);align-items:center}div#\:\$p > svg > foreignObject > section .footprint-bars .label strong{display:block;font-size:1.05em;color:var(--bold-color)}div#\:\$p > svg > foreignObject > section .footprint-bars .label .meta{font-size:0.8em;color:#475569;margin-top:calc(var(--marpit-root-font-size, 1rem) * 0.25)}div#\:\$p > svg > foreignObject > section .footprint-bars .label div#\:\$p > svg > foreignObject > section section.meta{--marpit-root-font-size: 0.8em;}div#\:\$p > svg > foreignObject > section .footprint-bars .bar{position:relative;height:42px;border-radius:999px;background:rgba(15, 23, 42, 0.12);overflow:hidden}div#\:\$p > svg > foreignObject > section .footprint-bars .bar[data-note]::after{content:attr(data-note);position:absolute;top:calc(100% + 4px);left:0;font-size:0.62em;letter-spacing:0.06em;text-transform:uppercase;color:#64748b}div#\:\$p > svg > foreignObject > section .footprint-bars div#\:\$p > svg > foreignObject > section section.bar[data-note]::after{--marpit-root-font-size: 0.62em;}div#\:\$p > svg > foreignObject > section .footprint-bars .fill{position:absolute;inset:0;border-radius:inherit;background:linear-gradient(90deg, #f97316 0%, #facc15 100%);transform-origin:left center;transform:scaleX(var(--scale, 1))}div#\:\$p > svg > foreignObject > section .footprint-bars .fill :is(span, marp-span){position:absolute;right:16px;top:50%;transform:translateY(-50%);font-weight:600;color:#1f2937;font-size:0.85em}div#\:\$p > svg > foreignObject > section .footprint-bars .fill.is-tiny{background:linear-gradient(90deg, #38bdf8 0%, #0ea5e9 100%)}div#\:\$p > svg > foreignObject > section .footprint-bars .fill.is-tiny :is(span, marp-span){color:#0f172a}div#\:\$p > svg > foreignObject > section .footprint-note{margin-top:calc(var(--marpit-root-font-size, 1rem) * 1.25);font-size:0.72em;color:#475569;letter-spacing:0.04em;text-transform:uppercase}div#\:\$p > svg > foreignObject > section div#\:\$p > svg > foreignObject > section section.footprint-note{--marpit-root-font-size: 0.72em;}div#\:\$p > svg > foreignObject > section .footprint-grid{margin-top:calc(var(--marpit-root-font-size, 1rem) * 2.5);display:grid;grid-template-columns:repeat(12, minmax(0, 1fr));gap:calc(var(--marpit-root-font-size, 1rem) * 1.2);align-items:end}div#\:\$p > svg > foreignObject > section .footprint-grid .panel{position:relative;border-radius:28px;border:3px solid rgba(15, 23, 42, 0.15);background:linear-gradient(145deg, rgba(248, 196, 113, 0.3), rgba(249, 115, 22, 0.65));box-shadow:0 28px 48px rgba(15, 23, 42, 0.18);padding:calc(var(--marpit-root-font-size, 1rem) * 2.2);min-height:clamp(240px, 52vh, 520px);color:#1f2937;overflow:hidden}div#\:\$p > svg > foreignObject > section .footprint-grid .panel small{display:block;font-size:0.78em;text-transform:uppercase;letter-spacing:0.08em;color:rgba(15, 23, 42, 0.65);margin-bottom:calc(var(--marpit-root-font-size, 1rem) * 0.4)}div#\:\$p > svg > foreignObject > section .footprint-grid .panel strong{display:block;font-size:1.75em;color:var(--bold-color)}div#\:\$p > svg > foreignObject > section .footprint-grid .panel p{font-size:0.95em;margin-top:calc(var(--marpit-root-font-size, 1rem) * 1);color:rgba(15, 23, 42, 0.82)}div#\:\$p > svg > foreignObject > section .footprint-grid .panel::after{content:attr(data-caption);position:absolute;right:28px;bottom:26px;font-size:0.78em;text-transform:uppercase;letter-spacing:0.1em;color:rgba(15, 23, 42, 0.55)}div#\:\$p > svg > foreignObject > section .footprint-grid div#\:\$p > svg > foreignObject > section section.panel::after{--marpit-root-font-size: 0.78em;}div#\:\$p > svg > foreignObject > section .footprint-grid .panel.context{grid-column:span 3;min-height:clamp(90px, 16vh, 220px);background:linear-gradient(145deg, rgba(59, 130, 246, 0.35), rgba(14, 165, 233, 0.75));box-shadow:0 20px 32px rgba(14, 165, 233, 0.28)}div#\:\$p > svg > foreignObject > section .footprint-grid .panel.context strong{color:#0f172a}div#\:\$p > svg > foreignObject > section .footprint-grid .panel.context p{color:rgba(15, 23, 42, 0.68)}div#\:\$p > svg > foreignObject > section .footprint-grid .panel.weights{grid-column:span 9}div#\:\$p > svg > foreignObject > section .window-grid{margin-top:calc(var(--marpit-root-font-size, 1rem) * 2);display:grid;grid-template-columns:repeat(auto-fit, minmax(220px, 1fr));gap:calc(var(--marpit-root-font-size, 1rem) * 1.2)}div#\:\$p > svg > foreignObject > section .window-card{background:white;border-radius:18px;border:1px solid rgba(15, 23, 42, 0.08);box-shadow:0 16px 32px rgba(15, 23, 42, 0.12);padding:calc(var(--marpit-root-font-size, 1rem) * 1.6);position:relative;overflow:hidden}div#\:\$p > svg > foreignObject > section .window-card::after{content:attr(data-year);position:absolute;top:18px;right:20px;font-size:0.72em;text-transform:uppercase;letter-spacing:0.12em;color:rgba(15, 23, 42, 0.45)}div#\:\$p > svg > foreignObject > section div#\:\$p > svg > foreignObject > section section.window-card::after{--marpit-root-font-size: 0.72em;}div#\:\$p > svg > foreignObject > section .window-card strong{display:block;font-size:1.2em;color:var(--bold-color)}div#\:\$p > svg > foreignObject > section .window-card .tokens{font-size:1.05em;margin-top:calc(var(--marpit-root-font-size, 1rem) * 0.7);font-weight:600;color:#1e293b}div#\:\$p > svg > foreignObject > section .window-card div#\:\$p > svg > foreignObject > section section.tokens{--marpit-root-font-size: 1.05em;}div#\:\$p > svg > foreignObject > section .window-card .tokens :is(span, marp-span){display:block;font-size:0.7em;font-weight:500;letter-spacing:0.04em;color:#64748b;text-transform:uppercase}div#\:\$p > svg > foreignObject > section .window-card p{font-size:0.82em;line-height:1.35;color:#475569;margin-top:calc(var(--marpit-root-font-size, 1rem) * 1)}div#\:\$p > svg > foreignObject > section .window-card .badge{margin-top:calc(var(--marpit-root-font-size, 1rem) * 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</style></head><body><div class="bespoke-marp-osc"><button data-bespoke-marp-osc="prev" tabindex="-1" title="Previous slide">Previous slide</button><span data-bespoke-marp-osc="page"></span><button data-bespoke-marp-osc="next" tabindex="-1" title="Next slide">Next slide</button><button data-bespoke-marp-osc="fullscreen" tabindex="-1" title="Toggle fullscreen (f)">Toggle fullscreen</button><button data-bespoke-marp-osc="presenter" tabindex="-1" title="Open presenter view (p)">Open presenter view</button></div><div id=":$p"><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="1" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-class="titlepage" data-theme="freud" lang="C" class="titlepage" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--class:titlepage;--theme:freud;">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
<div class="title"> Streams, Sessions, Stats: Transport and Client Behaviour</div>
<div class="subtitle"> MCP Dev Summit, London </div>
<div class="author"> Shaun Smith </div>
<div class="date"> October 2025 </div>
<table class="social-table">
<tbody>
<tr>
<td><img src="./images/huggingface-mark-logo.svg" alt="Hugging Face" /></td>
<td><a class="organization" href="https://huggingface.co/evalstate">huggingface.co/evalstate</a></td>
</tr>
<tr>
<td><img src="./images/github-mark.svg" alt="GitHub" /></td>
<td><a class="organization" href="https://github.com/evalstate">github.com/evalstate</a></td>
</tr>
<tr>
<td><img src="./images/xcom-logo-black.png" alt="X" /></td>
<td><a class="organization" href="https://x.com/evalstate">x.com/evalstate</a></td>
</tr>
</tbody>
</table>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="2" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-theme="freud" lang="C" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--theme:freud;">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
<div class="columns">
<div>
<h1 id="shaun-smith-evalstate">Shaun Smith <code>@evalstate</code></h1>
<ul>
<li>
<h3 id="hugging-face-mcp">@ Hugging Face MCP</h3>
</li>
<li>
<h3 id="mcp-maintainer--transports-wg">MCP Maintainer / Transports WG</h3>
</li>
<li>
<h3 id="transports-wg">Transports WG</h3>
</li>
<li>
<h3 id="maintainer-of-fast-agent">Maintainer of <code>fast-agent</code></h3>
</li>
</ul>
</div>
<div class="center">
<p><img src="./images/hf_logo.svg" alt="" style="width:250px;" /><br />
<img src="./images/mcp-icon.svg" alt="" style="width:250px;" /></p>
</div>
</div>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="3" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-theme="freud" lang="C" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--theme:freud;">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
<h1 id="hugging-face-mcp-server-huge-traffic-drop">Hugging Face MCP Server: Huge Traffic Drop!</h1>
<p><img src="./images/traffic-aug.png" alt="" style="width:1200px;" /></p>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="4" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-theme="freud" lang="C" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--theme:freud;">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
<h1 id="requestresponse-streamable-http-mcp-server">Request/Response Streamable HTTP MCP Server</h1>
<h3 id=""></h3>
<div class="columns">
<div>
<h3 id="if-all-you-need-are-tools-prompts-resources-and-completions-this-is-enough">If all you need are <strong>Tools</strong>, <strong>Prompts</strong>, <strong>Resources</strong> (and <strong>Completions</strong>) this is enough!</h3>
<h3 id="client-posts-its-request-to-the-mcp-server---which-returns-a-json-rpc-response">Client <code>POST</code>'s its Request to the MCP Server - which returns a JSON-RPC response.</h3>
<h3 id="normal-http">Normal HTTP!</h3>
</div>
<div class="no-shadow">
<center>
<p><img src="./images/diag_rpc_post.png" alt="" style="width:500px;" /></p>
</center>
<pre is="marp-pre" data-auto-scaling="downscale-only"><code class="language-typescript"><span class="hljs-keyword">new</span> <span class="hljs-title class_">StreamableHTTPServerTransport</span>(){
<span class="hljs-comment">// Note: Not Default!</span>
<span class="hljs-attr">enableJSONResponse</span>: <span class="hljs-literal">true</span>
}
</code></pre>
</div>
</div>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="5" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-theme="freud" lang="C" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--theme:freud;">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
<h1 id="adding-tool-progress-notifications">Adding Tool Progress Notifications</h1>
<div class="columns">
<div>
<h3 id="longer-running-tools-like-image-generation-can-send-progress-notifications">Longer running Tools (like Image Generation) can send <strong>Progress Notifications</strong>.</h3>
<h3 id="mcp-server-responds-to-the-post-request-with-an-sse-stream">MCP Server responds to the <code>POST</code> Request with an <code>SSE</code> Stream.</h3>
<h3 id="server-streams-notifications-to-client-then-the-response-and-closes">Server Streams notifications to Client, then the Response, and closes.</h3>
<div class="emphasis-box">
<p>MCP Server developer should make sure Notifications are sent on the correct channel.</p>
</div>
</div>
<div class="no-shadow">
<center>
<p><img src="./images/diag_notifications.png" alt="" style="width:500px;" /></p>
</center>
<pre is="marp-pre" data-auto-scaling="downscale-only"><code class="language-typescript"><span class="hljs-title function_">async</span> (request, extra) => {
<span class="hljs-keyword">await</span> server.<span class="hljs-title function_">notification</span>({
<span class="hljs-attr">method</span>: <span class="hljs-string">"notifications/statusUpdate"</span>,
<span class="hljs-attr">params</span>: { <span class="hljs-comment">/* your params */</span> }
}, { <span class="hljs-attr">relatedRequestId</span>: extra.<span class="hljs-property">requestId</span> });
};
</code></pre>
<pre is="marp-pre" data-auto-scaling="downscale-only"><code class="language-python"><span class="hljs-keyword">await</span> session.send_progress_notification(
progress_token=<span class="hljs-string">"token-789"</span>,
progress=<span class="hljs-number">50</span>,
related_request_id=<span class="hljs-string">"tool-call-456"</span>
)
</code></pre>
</div>
</div>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="6" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-theme="freud" lang="C" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--theme:freud;">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
<h1 id="server-elicitation-request-related-to-tool-call">Server Elicitation Request related to Tool Call</h1>
<div class="columns">
<div>
<h3 id="mcp-can-be-bi-directional-servers-can-make-sampling-and-elicitation-requests-to-the-client">MCP can be <em>bi-directional</em>: Servers can make Sampling and Elicitation requests <em>to</em> the Client.</h3>
<h3 id="server-sends-its-elicitation-request-via-the-tools-response-sse-stream">Server sends its Elicitation Request via the Tool's Response SSE stream.</h3>
<h3 id="elicitation-result-is-posted-to-the-mcp-server-with-its-request-id-for-association---and-returns-a-202">Elicitation Result is POSTed to the MCP Server with it's <code>Request-ID</code> for association - and returns a 202.</h3>
<h3 id="server-then-returns-the-tool-result-via-the-original-post-sse-stream">Server then returns the Tool Result via the original Post SSE stream.</h3>
</div>
<div class="no-shadow">
<p><img src="./images/diag_request.png" alt="" /></p>
<h3 id="note-that-the-elicitation-request-should-complete-before-the-sse-connection-times-out">Note that the Elicitation Request <strong>should complete</strong> before the SSE Connection times out!</h3>
<blockquote>
<p>This applies to any associated Request / Response method, but Tool and Elicitation chosen to keep example simple.</p>
</blockquote>
</div>
</div>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="7" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-theme="freud" lang="C" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--theme:freud;">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
<h1 id="server-request-to-client-server-initiated">Server Request to Client (Server Initiated)</h1>
<p>Server Initiated communications happen over a <code>GET SSE</code> Stream. This includes <strong>Resource Subscriptions</strong>,<strong>List Change Notifications</strong> or Server-Initiated <strong>Sampling/Elicitation</strong>.</p>
<center>
<div class="no-shadow">
<p><img src="./images/diag_full_setup.png" alt="" style="width:850px;" /></p>
</div>
</center>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="8" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-theme="freud" lang="C" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--theme:freud;">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
<h1 id="ping">Ping!</h1>
<div class="columns">
<div>
<p>The Host can <code>POST</code> a Ping to the Server to tell it's alive.<br />
The Server can <strong>Ping</strong> the Host via the <code>GET SSE</code> Channel (if open).</p>
<p><img src="./images/fa_ping.png" alt="" style="width:500px;" /></p>
</div>
<div>
<center>
<p><img src="./images/ping.png" alt="" style="width:450px;" /></p>
</center>
</div>
</div>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="9" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-class="mcp-features" data-theme="freud" lang="C" class="mcp-features" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--class:mcp-features;--theme:freud;">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
<h3 id="reference-capabilities-matrix"><em>REFERENCE: Capabilities Matrix</em></h3>
<table>
<thead>
<tr>
<th></th>
<th></th>
</tr>
</thead>
<tbody>
<tr>
<td><strong>POST/JSON</strong></td>
<td><img src="./images/capabilities_stateless_1.png" alt="" /></td>
</tr>
<tr>
<td><strong>POST/SSE</strong></td>
<td><img src="./images/capabilities_stateless_with_progress_2.png" alt="" /></td>
</tr>
<tr>
<td><strong>POST/SSE</strong><br /><strong>+Response</strong></td>
<td><img src="./images/capabilities_eclicitations_3.png" alt="" /></td>
</tr>
<tr>
<td><strong>POST/SSE</strong><br /><strong>GET/SSE</strong><br /><strong>+Response</strong></td>
<td><img src="./images/capabilities_everything_4.png" alt="" /></td>
</tr>
</tbody>
</table>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="10" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-theme="freud" lang="C" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--theme:freud;">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
<h1 id="using-mcp-session-id">Using <code>Mcp-Session-Id</code></h1>
<div class="emphasis-box">
<h4 id="an-mcp-session-consists-of-logically-related-interactions-between-a-client-and-a-server-beginning-with-the-initialization-phase">An MCP "session" consists of logically related interactions between a client and a server, beginning with the initialization phase.</h4>
</div>
<h3 id="sessions-are-controlled-by-the-mcp-server-not-the-host---and-are-embedded-within-the-streamable-http-transport">Sessions are controlled by the MCP Server, not the Host - and are embedded within the Streamable HTTP Transport.</h3>
<h3 id="knowledge-about-the-user-is-usually-handled-with-oauth-identity-or-api-key-eg-zerogpu-quota-selected-spaces">Knowledge about the User is usually handled with OAuth Identity or API key (e.g. ZeroGPU Quota, Selected Spaces).</h3>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="11" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-class="conversational-state" data-theme="freud" lang="C" class="conversational-state" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--class:conversational-state;--theme:freud;">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
<h1 id="mcp-session-id-for-conversational-state"><code>Mcp-Session-Id</code> for Conversational State?</h1>
<div class="columns">
<div>
<h4 id="the-mcp-session-id-is-not-a-chat-id">The <code>Mcp-Session-Id</code> is <code>NOT</code> a Chat ID.</h4>
<blockquote>
<p>VSCode uses one Transport Session per Chat</p>
</blockquote>
</div>
<div>
<h3 id="desirable-or-undesirable-this-behaviour-should-be-intentional">Desirable or undesirable this behaviour should be <em>intentional</em>.</h3>
</div>
</div>
<table class="state-table show-headers">
<thead>
<tr>
<th>Server State</th>
<th>Chat 1: "Production Issue"</th>
<th>Chat 2: "Testing Cleanup"</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>DB: staging</code></td>
<td></td>
<td>"Show me the test data"</td>
</tr>
<tr>
<td><code>DB: staging</code></td>
<td>"I need to check production"</td>
<td></td>
</tr>
<tr>
<td><code>DB: staging</code></td>
<td>"Switch to production database"</td>
<td></td>
</tr>
<tr class="state-change-row">
<td><code>DB: production</code></td>
<td>"What are the recent orders?"</td>
<td></td>
</tr>
<tr class="danger-row">
<td><code>DB: production</code></td>
<td></td>
<td>"Delete those old records"</td>
</tr>
<tr class="danger-row">
<td><code>DB: production</code></td>
<td></td>
<td><strong>💥 Deletes production data!</strong></td>
</tr>
</tbody>
</table>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="12" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-theme="freud" lang="C" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--theme:freud;">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
<h1 id="mcp-session-id-for-routing"><code>Mcp-Session-Id</code> for Routing</h1>
<div class="columns">
<div class="no-shadow">
<p><img src="./images/deploy_pain_1.png" alt="alt text" /></p>
</div>
<div>
<h3 id="with-multiple-mcp-server-instances-client-to-server-responses-needs-to-go-the-correct-server">With Multiple MCP Server instances, <em>Client to Server Responses</em> needs to go the correct Server.</h3>
<h3 id="mcp-session-id-http-header-can-be-used-for-routing-to-the-correct-server-sticky-sessions"><code>Mcp-Session-Id</code> HTTP Header can be used for Routing to the correct Server (sticky sessions).</h3>
<h3 id="sharing-mcp-session-id-state-amongst-the-cluster-is-not-enough-both-mcp-session-id-and-elicitation-requestid-are-needed-for-correlation">Sharing <code>Mcp-Session-Id</code> state amongst the cluster is not enough: Both <code>Mcp-Session-Id</code> and Elicitation <code>RequestId</code> are needed for correlation.</h3>
</div>
</div>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="13" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-theme="freud" lang="C" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--theme:freud;">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
<h1 id="hugging-face-mcp-server-huge-traffic-drop-1">Hugging Face MCP Server: Huge Traffic Drop!</h1>
<p><img src="./images/traffic-aug.png" alt="" style="width:1200px;" /></p>
<div class="zoom-effect zoom-effect--claude">
<p><img src="./images/claude_enhancements.png" alt="" style="width:600px;" /></p>
</div>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="14" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-class="mcp-features" data-theme="freud" lang="C" class="mcp-features" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--class:mcp-features;--theme:freud;">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
<h3 id="tool-call--mcp-method-ratio-hugging-face-mcp-server">Tool Call : MCP Method Ratio (Hugging Face MCP Server)</h3>
<div class="columns">
<div>
<table class="show-headers">
<thead>
<tr><th>MCP Method</th><th>Aug</th><th>Sep</th></tr>
</thead>
<tbody>
<tr><td><code>initialize</code></td><td>1.000</td><td>1.000</td></tr>
<tr><td><code>tools/list</code></td><td>0.400</td><td>1.175</td></tr>
<tr><td><code>notifications/initialized</code></td><td>0.995</td><td>0.982</td></tr>
<tr><td><code>prompts/list</code></td><td>1.081</td><td>0.685</td></tr>
<tr class="warning-row"><td><code>resources/list</code></td><td>1.039</td><td>0.606</td></tr>
<tr><td><code>notifications/cancelled</code></td><td>0.063</td><td>0.150</td></tr>
<tr class="highlight-row"><td><code>Actual Tool/Prompt Calls</code></td><td>0.011</td><td>0.032</td></tr>
<tr><td><code>ping</code></td><td>0.001</td><td>0.027</td></tr>
<tr class="warning-row"><td><code>resources/templates/list</code></td><td>0.000</td><td>0.022</td></tr>
</tbody>
</table>
</div>
<div>
<p>Initialization sequence is usually at least 3 calls.</p>
<p>MCP has significant overhead. For September:</p>
<ul>
<li>We see <strong>~3</strong> Tool/Prompt Calls per 100 Initialize events.</li>
<li>and <strong>~165</strong> MCP Method Calls for every Tool/Prompt Call.</li>
<li>compared to <strong>547</strong> in August!</li>
</ul>
<p>The <code>resource</code> methods aren't supported, yet clients still request them.</p>
<p>JSON-RPC content stops standard HTTP Cache mechanisms.</p>
</div>
</div>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="15" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-theme="freud" lang="C" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--theme:freud;">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
<h1 id="initialize--usage">Initialize != Usage</h1>
<div class="columns">
<div>
<h2 id="interactive-hosts-ideui">Interactive Hosts (IDE/UI)</h2>
<h3 id="sessions-may-remain-open-for-minuteshours">Sessions may remain open for minutes/hours.</h3>
<h3 id="toolprompt-usage-is-user-driven-so-idle-sessions-are-normal">Tool/Prompt Usage is User driven so idle sessions are normal.</h3>
<h3 id="vscode-has-a-high-efficiency-ratio">VSCode has a high "efficiency ratio"</h3>
<h3 id="examples-are-claude-ai-windsurf-client-and-mcp-inspector">Examples are <strong>claude-ai</strong>, <strong>windsurf-client</strong> and <strong>mcp-inspector</strong>.</h3>
</div>
<div>
<h2 id="gateways--embedded-hosts">Gateways / Embedded Hosts</h2>
<h3 id="mcp-server-is-used-as-part-of-an-automation-from-a-remote-host-or-a-gateway">MCP Server is used as part of an automation, from a "Remote" Host or a gateway.</h3>
<h3 id="burst-of-activity-to-initialize-and-call-tool-that-typically-lasts-under-5-seconds">Burst of activity to Initialize and Call Tool that typically lasts under 5 seconds.</h3>
<h3 id="examples-are-openai-mcp-docker-mcp-gateway-and-javelin-mcp-client">Examples are <strong>openai-mcp</strong>, <strong>docker-mcp-gateway</strong>, and <strong>javelin-mcp-client</strong>.</h3>
</div>
</div>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="16" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-class="top-clients" data-theme="freud" lang="C" class="top-clients" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--class:top-clients;--theme:freud;">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
<h3 id="client-top-20-by-usage-with-capabilities--approx-15m-sessions-sep-25">Client Top 20 (by Usage) with Capabilities / Approx ~1.5m Sessions Sep '25</h3>
<table>
<thead>
<tr><th>#</th><th>Client</th><th>Icons</th><th>#</th><th>Client</th><th>Icons</th></tr>
</thead>
<tbody>
<tr>
<td>1</td><td>claude-ai</td><td><div class="client-icons"><span class="capability-icon disabled"><img src="./images/folders.svg" alt="R" /></span><span class="capability-icon disabled"><img src="./images/cpu.svg" alt="S" /></span><span class="capability-icon disabled"><img src="./images/message-circle-question-mark.svg" alt="E" /></span></div></td>
<td>11</td><td>docker-mcp-gateway</td><td><div class="client-icons"><span class="icon-delete"><img src="./images/trash-2.svg" alt="Delete" /></span><span class="capability-icon"><img src="./images/folders.svg" alt="R" /></span><span class="capability-icon disabled"><img src="./images/cpu.svg" alt="S" /></span><span class="capability-icon disabled"><img src="./images/message-circle-question-mark.svg" alt="E" /></span></div></td>
</tr>
<tr>
<td>2</td><td>lmstudio-mcp-bridge</td><td><div class="client-icons"><span class="capability-icon disabled"><img src="./images/folders.svg" alt="R" /></span><span class="capability-icon disabled"><img src="./images/cpu.svg" alt="S" /></span><span class="capability-icon disabled"><img src="./images/message-circle-question-mark.svg" alt="E" /></span></div></td>
<td>12</td><td>groq-mcp-client</td><td><div class="client-icons"><span class="capability-icon disabled"><img src="./images/folders.svg" alt="R" /></span><span class="capability-icon disabled"><img src="./images/cpu.svg" alt="S" /></span><span class="capability-icon disabled"><img src="./images/message-circle-question-mark.svg" alt="E" /></span></div></td>
</tr>
<tr>
<td>3</td><td>Visual Studio Code</td><td><div class="client-icons"><span class="capability-icon"><img src="./images/folders.svg" alt="R" /></span><span class="capability-icon"><img src="./images/cpu.svg" alt="S" /></span><span class="capability-icon"><img src="./images/message-circle-question-mark.svg" alt="E" /></span></div></td>
<td>13</td><td>openai-mcp</td><td><div class="client-icons"><span class="icon-delete"><img src="./images/trash-2.svg" alt="Delete" /></span><span class="capability-icon disabled"><img src="./images/folders.svg" alt="R" /></span><span class="capability-icon disabled"><img src="./images/cpu.svg" alt="S" /></span><span class="capability-icon disabled"><img src="./images/message-circle-question-mark.svg" alt="E" /></span></div></td>
</tr>
<tr>
<td>4</td><td>test-client</td><td><div class="client-icons"><span class="icon-alert"><img src="./images/circle-alert.svg" alt="Alert" /></span><span class="capability-icon"><img src="./images/folders.svg" alt="R" /></span><span class="capability-icon"><img src="./images/cpu.svg" alt="S" /></span><span class="capability-icon disabled"><img src="./images/message-circle-question-mark.svg" alt="E" /></span></div></td>
<td>14</td><td>Cherry Studio</td><td><div class="client-icons"><span class="capability-icon disabled"><img src="./images/folders.svg" alt="R" /></span><span class="capability-icon disabled"><img src="./images/cpu.svg" alt="S" /></span><span class="capability-icon disabled"><img src="./images/message-circle-question-mark.svg" alt="E" /></span></div></td>
</tr>
<tr>
<td>5</td><td>cursor-vscode</td><td><div class="client-icons"><span class="icon-alert"><img src="./images/circle-alert.svg" alt="Alert" /></span><span class="capability-icon"><img src="./images/folders.svg" alt="R" /></span><span class="capability-icon disabled"><img src="./images/cpu.svg" alt="S" /></span><span class="capability-icon disabled"><img src="./images/message-circle-question-mark.svg" alt="E" /></span></div></td>
<td>15</td><td>fast-agent-mcp</td><td><div class="client-icons"><span class="icon-delete"><img src="./images/trash-2.svg" alt="Delete" /></span><span class="capability-icon disabled"><img src="./images/folders.svg" alt="R" /></span><span class="capability-icon"><img src="./images/cpu.svg" alt="S" /></span><span class="capability-icon"><img src="./images/message-circle-question-mark.svg" alt="E" /></span></div></td>
</tr>
<tr>
<td>6</td><td>claude-code</td><td><div class="client-icons"><span class="capability-icon"><img src="./images/folders.svg" alt="R" /></span><span class="capability-icon disabled"><img src="./images/cpu.svg" alt="S" /></span><span class="capability-icon disabled"><img src="./images/message-circle-question-mark.svg" alt="E" /></span></div></td>
<td>16</td><td>codex (via mcp-remote)</td><td><div class="client-icons"><span class="capability-icon disabled"><img src="./images/folders.svg" alt="R" /></span><span class="capability-icon disabled"><img src="./images/cpu.svg" alt="S" /></span><span class="capability-icon"><img src="./images/message-circle-question-mark.svg" alt="E" /></span></div></td>
</tr>
<tr>
<td>7</td><td>mcp (via mcp-remote)</td><td><div class="client-icons"><span class="capability-icon"><img src="./images/folders.svg" alt="R" /></span><span class="capability-icon"><img src="./images/cpu.svg" alt="S" /></span><span class="capability-icon"><img src="./images/message-circle-question-mark.svg" alt="E" /></span></div></td>
<td>17</td><td>claude-ai (via mcp-remote)</td><td><div class="client-icons"><span class="capability-icon disabled"><img src="./images/folders.svg" alt="R" /></span><span class="capability-icon disabled"><img src="./images/cpu.svg" alt="S" /></span><span class="capability-icon disabled"><img src="./images/message-circle-question-mark.svg" alt="E" /></span></div></td>
</tr>
<tr>
<td>8</td><td>Anthropic/ClaudeAI</td><td><div class="client-icons"><span class="capability-icon disabled"><img src="./images/folders.svg" alt="R" /></span><span class="capability-icon disabled"><img src="./images/cpu.svg" alt="S" /></span><span class="capability-icon disabled"><img src="./images/message-circle-question-mark.svg" alt="E" /></span></div></td>
<td>18</td><td>@n8n/langchain.mcpClientT</td><td><div class="client-icons"><span class="icon-alert"><img src="./images/circle-alert.svg" alt="Alert" /></span><span class="capability-icon disabled"><img src="./images/folders.svg" alt="R" /></span><span class="capability-icon disabled"><img src="./images/cpu.svg" alt="S" /></span><span class="capability-icon disabled"><img src="./images/message-circle-question-mark.svg" alt="E" /></span></div></td>
</tr>
<tr>
<td>9</td><td>mcp</td><td><div class="client-icons"><span class="icon-delete"><img src="./images/trash-2.svg" alt="Delete" /></span><span class="capability-icon"><img src="./images/folders.svg" alt="R" /></span><span class="capability-icon"><img src="./images/cpu.svg" alt="S" /></span><span class="capability-icon"><img src="./images/message-circle-question-mark.svg" alt="E" /></span></div></td>
<td>19</td><td>lobehub-mcp-client</td><td><div class="client-icons"><span class="capability-icon disabled"><img src="./images/folders.svg" alt="R" /></span><span class="capability-icon disabled"><img src="./images/cpu.svg" alt="S" /></span><span class="capability-icon disabled"><img src="./images/message-circle-question-mark.svg" alt="E" /></span></div></td>
</tr>
<tr>
<td>10</td><td>Manus</td><td><div class="client-icons"><span class="icon-delete"><img src="./images/trash-2.svg" alt="Delete" /></span><span class="capability-icon disabled"><img src="./images/folders.svg" alt="R" /></span><span class="capability-icon disabled"><img src="./images/cpu.svg" alt="S" /></span><span class="capability-icon disabled"><img src="./images/message-circle-question-mark.svg" alt="E" /></span></div></td>
<td>20</td><td>dev.warp.Warp-Stable</td><td><div class="client-icons"><span class="capability-icon disabled"><img src="./images/folders.svg" alt="R" /></span><span class="capability-icon disabled"><img src="./images/cpu.svg" alt="S" /></span><span class="capability-icon disabled"><img src="./images/message-circle-question-mark.svg" alt="E" /></span></div></td>
</tr>
</tbody>
</table>
<div class="legend">
<div class="legend-item">
<span class="capability-icon"><img src="./images/folders.svg" alt="R" /></span>
<span class="legend-label">Roots</span>
</div>
<div class="legend-item">
<span class="capability-icon"><img src="./images/cpu.svg" alt="S" /></span>
<span class="legend-label">Sampling</span>
</div>
<div class="legend-item">
<span class="capability-icon"><img src="./images/message-circle-question-mark.svg" alt="E" /></span>
<span class="legend-label">Elicitation</span>
</div>
<div class="legend-item">
<span class="icon-delete"><img src="./images/trash-2.svg" alt="Delete" /></span>
<span class="legend-label">Session Deletion</span>
</div>
<div class="legend-item">
<span class="icon-alert"><img src="./images/circle-alert.svg" alt="Alert" /></span>
<span class="legend-label">Invalid Capabilities</span>
</div>
</div>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="17" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-class="mcp-features" data-theme="freud" lang="C" class="mcp-features" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--class:mcp-features;--theme:freud;">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
<h1 id="mcp-client-primitives">MCP Client Primitives</h1>
<table>
<thead>
<tr>
<th>Icon</th>
<th>Feature</th>
<th>Usage</th>
</tr>
</thead>
<tbody>
<tr>
<td><span class="feature-icon"><img src="./images/folders.svg" alt="Roots" width="100%" /></span></td>
<td><span class="cell-title"><strong>Roots</strong></span></td>
<td><em>7.1%</em> of all sessions, <em>33.6%</em> of sessions that use tools <br /> <strong>Not currently useful for Remote Servers</strong></td>
</tr>
<tr>
<td><span class="feature-icon"><img src="./images/cpu.svg" width="100%" alt="Sampling" /></span></td>
<td><span class="cell-title"><strong>Sampling</strong></span></td>
<td><em>0.9%</em> of all sessions, <em>22.2%</em> of sessions that use tools</td>
</tr>
<tr>
<td><span class="feature-icon"><img src="./images/message-circle-question-mark.svg" width="100%" alt="Elicitations" /></span></td>
<td><span class="cell-title"><strong>Elicitations</strong></span></td>
<td><em>3.2%</em> of all sessions, <em>21.6%</em> of sessions that use tools</td>
</tr>
<tr>
<td><span class="feature-icon"><img src="./images/trash-2.svg" alt="Session Deletion" width="100%" /></span></td>
<td><span class="cell-title"><strong>Session Deletion</strong></span></td>
<td>4 of the top 20 clients delete sessions, only <em>6.64%</em> of sessions get deleted overall</td>
</tr>
</tbody>
</table>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="18" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-theme="freud" lang="C" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--theme:freud;">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
<h1 id="thoughts-and-guidance">Thoughts and Guidance</h1>
<ul>
<li>
<h4 id="try-it-out-hugging-face-mcp-server-supports-all-deployment-modes-one-click-deployment-to-a-freecpu-space-via-docker-link-from-huggingfacecomcp"><em>Try it out:</em> Hugging Face MCP Server supports all deployment modes. One Click Deployment to a FreeCPU Space via Docker. Link from <code>huggingface.co/mcp</code></h4>
</li>
<li>
<h4 id="sdk-devex-differs-between-transports-and-capability-usage---consider-deployment-options-carefully-and-be-intentional-dont-forget-to-use-extrarelated-request-id-and-configure-json-rpc-mode-fast-agent-can-help-with-diagnosis-and-debugging">SDK DevEx differs between Transports and Capability usage - consider deployment options carefully and <em>be intentional</em>. Don't forget to Use <code>extra</code>/<code>related-request-id</code> and configure <code>JSON-RPC</code> mode. <code>fast-agent</code> can help with diagnosis and debugging.</h4>
</li>
<li>
<h4 id="mcp-remote-used-to-be-the-most-popular-client-streamable-http-support-in-hosts-has-picked-up-also-means-people-are-actively-managing-config"><code>mcp-remote</code> used to be the most popular Client... Streamable HTTP Support in Hosts has picked up. Also means people are actively managing config?</h4>
</li>
<li>
<h4 id="consider-whether-server---client-features-are-necessary-for-your-use-case---especially-in-an-uncontrolled-environment-if-they-are-h50-harder">Consider whether Server -> Client features are necessary for your use-case - especially in an uncontrolled environment. If they are, <img src="./images/ultrathink.gif" alt="" style="height:50px;" /> harder!</h4>
</li>
<li>
<h4 id="dont-rely-on-clients-managing-sessions---for-now-consider-what-you-want-to-use-mcp-session-id-for">Don't rely on Clients managing sessions - for now consider what you want to use <code>Mcp-Session-Id</code> for.</h4>
</li>
</ul>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="19" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-theme="freud" lang="C" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--theme:freud;">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
<h1 id="some-pain-points">Some pain points</h1>
<ul>
<li>
<h3 id="get-handler-for-interactive-hosts-its-expensive-especially-for-speculative-tool-change-notifications-for-transactional-hosts-its-unnecessary-can-be-used-for-sse-failure-resumption---hard-in-practice-management-in-elastic-environments-tricky"><code>GET</code> Handler: For Interactive Hosts it's expensive (especially for speculative Tool Change Notifications). For Transactional Hosts it's unnecessary. Can be used for SSE Failure resumption - hard in practice. Management in elastic environments tricky.</h3>
</li>
<li>
<h3 id="mcp-protocol-overhead---json-rpc-packaging-requires-inspection-for-processing-and-return---prohibiting-standard-http-caching-protocol-is-chatty-in-practice">MCP Protocol Overhead - JSON-RPC Packaging requires inspection for Processing and Return - prohibiting standard HTTP Caching. Protocol is "Chatty" in practice.</h3>
</li>
<li>
<h3 id="sessions-are-coupled-to-the-transport-implementation-and-state-deploying-in-a-cluster-means-sticky-sessions-server-initiated-requests-must-be-identified-by-both-mcp-session-id--json-rpc-requestid">Sessions are coupled to the Transport implementation and State. Deploying in a Cluster means Sticky Sessions. Server Initiated Requests must be identified by both <code>Mcp-Session-Id + JSON-RPC-RequestId</code></h3>
</li>
<li>
<h3 id="timeout-handling---progress-notifications-resetting-http-timeouts-for-example-is-not-consistent-client-behaviour">Timeout Handling - Progress Notifications resetting HTTP timeouts for example is not consistent Client behaviour.</h3>
</li>
</ul>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="20" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-theme="freud" lang="C" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--theme:freud;">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
<h1 id="transport-wg--relevant-seps">Transport WG / Relevant SEPs</h1>
<ul>
<li>
<h2 id="handle-inconsistencies-between-transports">Handle inconsistencies between transports</h2>
</li>
<li>
<h2 id="separate-json-rpc-layer-from-protocol-data-layer">Separate JSON-RPC layer from Protocol Data Layer.</h2>
</li>
<li>
<h2 id="sep-1442---make-mcp-stateless-by-default-move-state-captured-in-initialize-to-requestresponse-cycle">SEP #1442 - Make MCP Stateless by Default: Move State captured in Initialize to Request/Response cycle.</h2>
</li>
<li>
<h2 id="pure-http-transport---httpsgithubcommikekistlerpure-http-transport">Pure HTTP Transport - <code>https://github.com/mikekistler/pure-http-transport</code></h2>
</li>
</ul>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-class="biblio" data-theme="freud" lang="C" class="biblio" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--class:biblio;--theme:freud;--marpit-advanced-background-split:33%;" data-marpit-advanced-background="background" data-marpit-advanced-background-split="left"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url("https://images.unsplash.com/photo-1524995997946-a1c2e315a42f?ixlib=rb-1.2.1&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8&auto=format&fit=crop&w=870&q=80");filter:opacity(20%) blur(8px);"></figure></div></section></foreignObject><foreignObject width="67%" height="720" x="33%"><section id="21" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-class="biblio" data-theme="freud" lang="C" class="biblio" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--class:biblio;--theme:freud;--marpit-advanced-background-split:33%;" data-marpit-advanced-background="content" data-marpit-advanced-background-split="left">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
<h3 id="thanks-to-the-transport-working-group"><em>Thanks to the Transport Working Group</em></h3>
<ol>
<li>Everything Server PR 1: <a href="https://github.com/modelcontextprotocol/servers/pull/2789">https://github.com/modelcontextprotocol/servers/pull/2789</a></li>
<li>Everything Server PR 2: <a href="https://github.com/modelcontextprotocol/servers/pull/2672">https://github.com/modelcontextprotocol/servers/pull/2672</a></li>
<li>Hugging Face MCP Server: <a href="https://huggingface.co/mcp">https://huggingface.co/mcp</a></li>
<li>MCP community Working Groups <a href="https://modelcontextprotocol-community.github.io/working-groups/">https://modelcontextprotocol-community.github.io/working-groups/</a></li>
</ol>
</section>
</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-class="biblio" data-theme="freud" lang="C" class="biblio" style="" data-marpit-advanced-background="pseudo" data-marpit-advanced-background-split="left"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="22" data-header="<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>" data-theme="freud" lang="C" style="--header:<span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span>;--theme:freud;">
<header><span class="header-logos"><img src="./images/hf_logo.svg" /><img src="./images/github-mark.svg" />github.com/evalstate</span></header>
</section>
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</script></foreignObject></svg></div><div class="bespoke-marp-note" data-index="0" tabindex="0"><p></p></div><div class="bespoke-marp-note" data-index="2" tabindex="0"><p>educational, bit of data, what next</p></div><div class="bespoke-marp-note" data-index="3" tabindex="0"><p>Stateless JSON-RPC. All we can do is respond. Fine!
If you don't need state. MCP SDK can still do some of the lifting for you.</p><p>when i was here last time, i said the great thing about MCP was it just worked</p><p>we have lots of options for Streamable HTTP and not much time, so we'll build up</p><p><div class="bottom-image">
<img src="./images/capabilities_stateless_1.png" alt="MCP Capabilities - Stateless" />
</div></p></div><div class="bespoke-marp-note" data-index="4" tabindex="0"><p>>
<div class="bottom-image">
<img src="./images/capabilities_stateless_1.png" alt="MCP Capabilities - Stateless" />
</div></p></div><div class="bespoke-marp-note" data-index="10" tabindex="0"><p></p></div><div class="bespoke-marp-note" data-index="15" tabindex="0"><p>Usage Guide:
- Session deletion icon: <span class="icon-delete"><img src="./images/trash-2.svg" alt="Delete" /></span>
- Alert/warning icon: <span class="icon-alert"><img src="./images/circle-alert.svg" alt="Alert" /></span>
- Enabled capability: <span class="capability-icon"><img src="./images/[icon].svg" /></span>
- Disabled capability: <span class="capability-icon disabled"><img src="./images/[icon].svg" /></span>
- folders.svg = Roots
- cpu.svg = Sampling
- message-circle-question-mark.svg = Elicitation
- Icons are placed in the <div class="client-icons"> container
- Enabled capabilities: bold blue color with light blue background
- Disabled capabilities: subtle gray with minimal background
- Delete/Alert icons: red color with light red background</p></div><script>/*!! License: https://unpkg.com/@marp-team/marp-cli@4.2.3/lib/bespoke.js.LICENSE.txt */
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