diff --git a/Dockerfile b/Dockerfile
index 4b5c574..1f17171 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,19 +1,30 @@
-# goodNews web/API image.
+# goodNews web/API image (multi-stage: build the SvelteKit site, then serve it
+# from the FastAPI app).
 #
-# The SQLite database is NOT baked into the image — mount it at /data so the API
-# and the ingestion CLI (run separately, e.g. via cron on the host) share one
+# The SQLite database is NOT baked in — mount it at /data so the API and the
+# ingestion CLI (run separately, e.g. via cron/systemd on the host) share one
 # file. Build:  docker build -t goodnews .
 # Run:    docker run -p 8000:8000 -v /srv/goodnews/data:/data goodnews
-FROM python:3.13-slim
 
+# --- Stage 1: build the static frontend ---
+FROM node:22-slim AS web
+WORKDIR /web
+COPY frontend/package.json frontend/package-lock.json ./
+RUN npm ci
+COPY frontend/ ./
+RUN npm run build
+
+# --- Stage 2: the Python API, serving the built site ---
+FROM python:3.13-slim
 WORKDIR /app
 
-# Install dependencies first for better layer caching.
 COPY pyproject.toml README.md ./
 COPY goodnews ./goodnews
 RUN pip install --no-cache-dir ".[web]"
 
-# API reads the database from here; mount a host dir or named volume.
+# FastAPI serves this directory (goodnews/api.py: FRONTEND_DIR = ROOT/frontend/build).
+COPY --from=web /web/build ./frontend/build
+
 ENV GOODNEWS_DB=/data/goodnews.sqlite3
 VOLUME ["/data"]
 
diff --git a/README.md b/README.md
index cb92c02..5de5808 100644
--- a/README.md
+++ b/README.md
@@ -101,6 +101,7 @@ Endpoints:
 - `GET /` — the static site (daily five + topic/flavor browsing)
 - `GET /healthz` — liveness + scored-article count
 - `GET /api/categories` — the topic/flavor taxonomy
+- `GET /api/moods` — mood modes (the humane front door: Today, Wonder, People Helping, Solutions, Light Only, Grounded)
 - `GET /api/category-counts` — article counts per topic/flavor
 - `GET /api/feed?topic=&flavor=&limit=&offset=` — ranked, filtered articles
 - `GET /api/brief?date=&limit=` — a daily brief (latest if no date)
@@ -112,6 +113,22 @@ Endpoints:
 The ingestion CLI stays pure-stdlib; only the `web` extra pulls in FastAPI/uvicorn,
 so the two halves can be deployed and upgraded independently.
 
+### Frontend
+
+The site is a SvelteKit static SPA in `frontend/` (calm editorial design, mood-mode
+navigation, the daily brief as a hero, browsable lanes, inline Calm Filters, PWA
+manifest). It consumes the JSON API above, so the website and a future companion
+app share one contract. Build it once and FastAPI serves the output:
+
+```bash
+cd frontend && npm install && npm run build   # -> frontend/build
+cd .. && python3 -m goodnews serve             # serves frontend/build at /
+```
+
+If `frontend/build` is absent, the server falls back to the legacy single-page
+harness in `goodnews/static/`. The Docker image builds the frontend automatically
+(multi-stage), so deployment is just `docker build`.
+
 ## Calm Filters
 
 Personal, device-local controls so a reader can stay informed without subjects
diff --git a/frontend/.gitignore b/frontend/.gitignore
new file mode 100644
index 0000000..72b1af2
--- /dev/null
+++ b/frontend/.gitignore
@@ -0,0 +1,3 @@
+node_modules/
+/build/
+/.svelte-kit/
diff --git a/frontend/package-lock.json b/frontend/package-lock.json
new file mode 100644
index 0000000..f3cc29b
--- /dev/null
+++ b/frontend/package-lock.json
@@ -0,0 +1,1444 @@
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+      "integrity": "sha512-wXR/dYpcqKmfWpEdZjiKJOwCNFndD0DMnrW/cYjVGttEkBfVgcLFHoNrlj47mjOVic9yyNu65alsgF4NQyTa2g==",
+      "dev": true,
+      "dependencies": {
+        "fdir": "^6.5.0",
+        "picomatch": "^4.0.4"
+      },
+      "engines": {
+        "node": ">=12.0.0"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/SuperchupuDev"
+      }
+    },
+    "node_modules/totalist": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/totalist/-/totalist-3.0.1.tgz",
+      "integrity": "sha512-sf4i37nQ2LBx4m3wB74y+ubopq6W/dIzXg0FDGjsYnZHVa1Da8FH853wlL2gtUhg+xJXjfk3kUZS3BRoQeoQBQ==",
+      "dev": true,
+      "engines": {
+        "node": ">=6"
+      }
+    },
+    "node_modules/vite": {
+      "version": "6.4.2",
+      "resolved": "https://registry.npmjs.org/vite/-/vite-6.4.2.tgz",
+      "integrity": "sha512-2N/55r4JDJ4gdrCvGgINMy+HH3iRpNIz8K6SFwVsA+JbQScLiC+clmAxBgwiSPgcG9U15QmvqCGWzMbqda5zGQ==",
+      "dev": true,
+      "dependencies": {
+        "esbuild": "^0.25.0",
+        "fdir": "^6.4.4",
+        "picomatch": "^4.0.2",
+        "postcss": "^8.5.3",
+        "rollup": "^4.34.9",
+        "tinyglobby": "^0.2.13"
+      },
+      "bin": {
+        "vite": "bin/vite.js"
+      },
+      "engines": {
+        "node": "^18.0.0 || ^20.0.0 || >=22.0.0"
+      },
+      "funding": {
+        "url": "https://github.com/vitejs/vite?sponsor=1"
+      },
+      "optionalDependencies": {
+        "fsevents": "~2.3.3"
+      },
+      "peerDependencies": {
+        "@types/node": "^18.0.0 || ^20.0.0 || >=22.0.0",
+        "jiti": ">=1.21.0",
+        "less": "*",
+        "lightningcss": "^1.21.0",
+        "sass": "*",
+        "sass-embedded": "*",
+        "stylus": "*",
+        "sugarss": "*",
+        "terser": "^5.16.0",
+        "tsx": "^4.8.1",
+        "yaml": "^2.4.2"
+      },
+      "peerDependenciesMeta": {
+        "@types/node": {
+          "optional": true
+        },
+        "jiti": {
+          "optional": true
+        },
+        "less": {
+          "optional": true
+        },
+        "lightningcss": {
+          "optional": true
+        },
+        "sass": {
+          "optional": true
+        },
+        "sass-embedded": {
+          "optional": true
+        },
+        "stylus": {
+          "optional": true
+        },
+        "sugarss": {
+          "optional": true
+        },
+        "terser": {
+          "optional": true
+        },
+        "tsx": {
+          "optional": true
+        },
+        "yaml": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/vitefu": {
+      "version": "1.1.3",
+      "resolved": "https://registry.npmjs.org/vitefu/-/vitefu-1.1.3.tgz",
+      "integrity": "sha512-ub4okH7Z5KLjb6hDyjqrGXqWtWvoYdU3IGm/NorpgHncKoLTCfRIbvlhBm7r0YstIaQRYlp4yEbFqDcKSzXSSg==",
+      "dev": true,
+      "peerDependencies": {
+        "vite": "^3.0.0 || ^4.0.0 || ^5.0.0 || ^6.0.0 || ^7.0.0 || ^8.0.0"
+      },
+      "peerDependenciesMeta": {
+        "vite": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/zimmerframe": {
+      "version": "1.1.4",
+      "resolved": "https://registry.npmjs.org/zimmerframe/-/zimmerframe-1.1.4.tgz",
+      "integrity": "sha512-B58NGBEoc8Y9MWWCQGl/gq9xBCe4IiKM0a2x7GZdQKOW5Exr8S1W24J6OgM1njK8xCRGvAJIL/MxXHf6SkmQKQ==",
+      "dev": true
+    }
+  }
+}
diff --git a/frontend/package.json b/frontend/package.json
new file mode 100644
index 0000000..6a0236c
--- /dev/null
+++ b/frontend/package.json
@@ -0,0 +1,18 @@
+{
+  "name": "goodnews-web",
+  "private": true,
+  "version": "0.1.0",
+  "type": "module",
+  "scripts": {
+    "dev": "vite dev",
+    "build": "vite build",
+    "preview": "vite preview"
+  },
+  "devDependencies": {
+    "@sveltejs/adapter-static": "^3.0.6",
+    "@sveltejs/kit": "^2.8.0",
+    "@sveltejs/vite-plugin-svelte": "^5.0.0",
+    "svelte": "^5.1.0",
+    "vite": "^6.0.0"
+  }
+}
diff --git a/frontend/src/app.css b/frontend/src/app.css
new file mode 100644
index 0000000..20ae13c
--- /dev/null
+++ b/frontend/src/app.css
@@ -0,0 +1,54 @@
+/* goodNews calm design system.
+   Warm but crisp: cream surfaces, sage accent, a serif voice for headlines,
+   strong readable contrast, generous space. No urgency colors (no red). */
+:root {
+  --bg: #faf6ee;
+  --surface: #fffdf8;
+  --ink: #21281f;
+  --muted: #616c60;
+  --sage: #2f7d5b;
+  --sage-deep: #235e44;
+  --sage-soft: #e6efe6;
+  --line: #e7e1d4;
+  --gold: #a9802f;
+
+  --serif: "Iowan Old Style", "Palatino Linotype", Palatino, Georgia, "Times New Roman", serif;
+  --sans: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, Helvetica, Arial, sans-serif;
+
+  --maxw: 880px;
+  --radius: 16px;
+  --shadow: 0 1px 2px rgba(40, 38, 28, 0.04), 0 10px 30px rgba(40, 38, 28, 0.055);
+}
+
+* { box-sizing: border-box; }
+html { -webkit-text-size-adjust: 100%; scroll-behavior: smooth; }
+body {
+  margin: 0;
+  background: var(--bg);
+  color: var(--ink);
+  font-family: var(--sans);
+  font-size: 17px;
+  line-height: 1.62;
+  -webkit-font-smoothing: antialiased;
+  text-rendering: optimizeLegibility;
+}
+h1, h2, h3 {
+  font-family: var(--serif);
+  font-weight: 600;
+  line-height: 1.18;
+  letter-spacing: -0.012em;
+  margin: 0;
+}
+a { color: inherit; text-decoration: none; }
+img { max-width: 100%; display: block; }
+button { font-family: inherit; cursor: pointer; }
+::selection { background: var(--sage-soft); }
+
+.container { max-width: var(--maxw); margin: 0 auto; padding: 0 20px; }
+.muted { color: var(--muted); }
+.grid { display: grid; grid-template-columns: repeat(auto-fill, minmax(238px, 1fr)); gap: 18px; }
+
+/* a soft, slow fade for content as it arrives — calm, not flashy */
+@keyframes rise { from { opacity: 0; transform: translateY(6px); } to { opacity: 1; transform: none; } }
+.rise { animation: rise 0.5s ease both; }
+@media (prefers-reduced-motion: reduce) { .rise { animation: none; } html { scroll-behavior: auto; } }
diff --git a/frontend/src/app.html b/frontend/src/app.html
new file mode 100644
index 0000000..28f7201
--- /dev/null
+++ b/frontend/src/app.html
@@ -0,0 +1,15 @@
+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="utf-8" />
+    <link rel="icon" href="%sveltekit.assets%/favicon.svg" />
+    <link rel="manifest" href="%sveltekit.assets%/manifest.webmanifest" />
+    <meta name="viewport" content="width=device-width, initial-scale=1" />
+    <meta name="theme-color" content="#2f7d5b" />
+    <meta name="description" content="Calm, constructive news worth your attention — and nothing that isn't." />
+    %sveltekit.head%
+  </head>
+  <body data-sveltekit-preload-data="hover">
+    <div style="display: contents">%sveltekit.body%</div>
+  </body>
+</html>
diff --git a/frontend/src/lib/api.js b/frontend/src/lib/api.js
new file mode 100644
index 0000000..5649389
--- /dev/null
+++ b/frontend/src/lib/api.js
@@ -0,0 +1,5 @@
+export async function getJSON(url) {
+  const r = await fetch(url);
+  if (!r.ok) throw new Error((await r.text().catch(() => '')) || r.statusText);
+  return r.json();
+}
diff --git a/frontend/src/lib/components/ArticleCard.svelte b/frontend/src/lib/components/ArticleCard.svelte
new file mode 100644
index 0000000..94d94ec
--- /dev/null
+++ b/frontend/src/lib/components/ArticleCard.svelte
@@ -0,0 +1,102 @@
+<script>
+  let { article, onaction, hero = false } = $props();
+
+  function act(kind, value) {
+    if (value) onaction?.(kind, value);
+  }
+</script>
+
+<article class:hero>
+  <a class="media" href={article.url} target="_blank" rel="noopener">
+    {#if article.image_url}
+      <img src={article.image_url} alt="" loading="lazy" referrerpolicy="no-referrer"
+           onerror={(e) => e.currentTarget.parentElement.classList.add('noimg')} />
+    {/if}
+    <span class="fallback">{article.topic ?? 'good news'}</span>
+  </a>
+
+  <div class="body">
+    <div class="tags">
+      {#if article.topic}<span class="tag">{article.topic}</span>{/if}
+      {#if article.flavor}<span class="tag soft">{article.flavor}</span>{/if}
+      <span class="src">{article.source}</span>
+    </div>
+
+    <h3><a href={article.url} target="_blank" rel="noopener">{article.title}</a></h3>
+
+    {#if hero && article.description}
+      <p class="desc">{article.description}</p>
+    {/if}
+
+    {#if article.reason_text}
+      <p class="why">{article.reason_text}</p>
+    {/if}
+
+    <div class="actions">
+      {#if article.topic}<button onclick={() => act('notToday', article.topic)}>Not today</button>{/if}
+      {#if article.flavor}<button onclick={() => act('lessLikeThis', article.flavor)}>Less like this</button>{/if}
+      {#if article.topic}<button onclick={() => act('alwaysHide', article.topic)}>Hide {article.topic}</button>{/if}
+    </div>
+  </div>
+</article>
+
+<style>
+  article {
+    background: var(--surface);
+    border: 1px solid var(--line);
+    border-radius: var(--radius);
+    overflow: hidden;
+    box-shadow: var(--shadow);
+    display: flex;
+    flex-direction: column;
+    height: 100%;
+  }
+  .media {
+    position: relative;
+    display: block;
+    aspect-ratio: 16 / 9;
+    background: linear-gradient(135deg, var(--sage-soft), #f1ece0);
+  }
+  .media img { width: 100%; height: 100%; object-fit: cover; }
+  .fallback {
+    position: absolute; inset: 0; display: none;
+    align-items: center; justify-content: center;
+    font-family: var(--serif); font-style: italic; color: var(--sage-deep); opacity: 0.6;
+    text-transform: lowercase; letter-spacing: 0.02em;
+  }
+  .media.noimg img { display: none; }
+  .media.noimg .fallback { display: flex; }
+
+  .body { padding: 16px 18px 14px; display: flex; flex-direction: column; gap: 8px; flex: 1; }
+  .tags { display: flex; align-items: center; gap: 8px; flex-wrap: wrap; font-size: 0.74rem; }
+  .tag {
+    background: var(--sage); color: #fff; border-radius: 999px;
+    padding: 2px 9px; font-weight: 600; text-transform: capitalize;
+  }
+  .tag.soft { background: var(--sage-soft); color: var(--sage-deep); }
+  .src { color: var(--muted); margin-left: auto; }
+
+  h3 { font-size: 1.18rem; }
+  .hero h3 { font-size: 1.95rem; }
+  h3 a:hover { color: var(--sage-deep); }
+  .desc { margin: 2px 0 0; color: #3c463a; }
+  .why {
+    margin: 2px 0 0; font-style: italic; color: var(--muted);
+    font-size: 0.9rem; padding-left: 12px; border-left: 2px solid var(--sage-soft);
+  }
+  .actions { margin-top: auto; padding-top: 10px; display: flex; gap: 14px; flex-wrap: wrap; }
+  .actions button {
+    background: none; border: none; padding: 0; color: var(--muted);
+    font-size: 0.78rem; border-bottom: 1px dotted var(--line);
+  }
+  .actions button:hover { color: var(--sage-deep); border-bottom-color: var(--sage); }
+
+  .hero { display: grid; grid-template-columns: 1.1fr 1fr; }
+  .hero .media { aspect-ratio: auto; height: 100%; min-height: 280px; }
+  .hero .body { padding: 28px 30px; justify-content: center; gap: 12px; }
+  @media (max-width: 640px) {
+    .hero { grid-template-columns: 1fr; }
+    .hero .media { min-height: 200px; }
+    .hero h3 { font-size: 1.6rem; }
+  }
+</style>
diff --git a/frontend/src/lib/components/Lane.svelte b/frontend/src/lib/components/Lane.svelte
new file mode 100644
index 0000000..af5e962
--- /dev/null
+++ b/frontend/src/lib/components/Lane.svelte
@@ -0,0 +1,27 @@
+<script>
+  import ArticleCard from './ArticleCard.svelte';
+  let { title, description, items, onaction, onmore } = $props();
+</script>
+
+{#if items?.length}
+  <section class="lane rise">
+    <div class="lane-head">
+      <h2>{title}</h2>
+      {#if description}<span class="muted">{description}</span>{/if}
+      {#if onmore}<button class="more" onclick={onmore}>see more →</button>{/if}
+    </div>
+    <div class="grid">
+      {#each items as a (a.id)}
+        <ArticleCard article={a} {onaction} />
+      {/each}
+    </div>
+  </section>
+{/if}
+
+<style>
+  .lane { margin: 34px 0; }
+  .lane-head { display: flex; align-items: baseline; gap: 12px; margin-bottom: 14px; }
+  .lane-head h2 { font-size: 1.35rem; }
+  .more { margin-left: auto; background: none; border: none; color: var(--sage-deep); font-size: 0.85rem; }
+  .more:hover { text-decoration: underline; }
+</style>
diff --git a/frontend/src/lib/components/MoodNav.svelte b/frontend/src/lib/components/MoodNav.svelte
new file mode 100644
index 0000000..f00ae11
--- /dev/null
+++ b/frontend/src/lib/components/MoodNav.svelte
@@ -0,0 +1,37 @@
+<script>
+  let { moods, selected, onselect } = $props();
+</script>
+
+<nav class="moods">
+  {#each moods as m}
+    <button class:active={selected === m.key} title={m.description} onclick={() => onselect(m.key)}>
+      {m.label}
+    </button>
+  {/each}
+</nav>
+
+<style>
+  .moods {
+    display: flex;
+    gap: 8px;
+    flex-wrap: wrap;
+    justify-content: center;
+    padding: 4px 0 6px;
+  }
+  button {
+    background: var(--surface);
+    border: 1px solid var(--line);
+    color: var(--muted);
+    border-radius: 999px;
+    padding: 8px 16px;
+    font-size: 0.92rem;
+    transition: all 0.14s ease;
+  }
+  button:hover { color: var(--sage-deep); border-color: var(--sage); }
+  button.active {
+    background: var(--sage);
+    border-color: var(--sage);
+    color: #fff;
+    box-shadow: 0 4px 14px rgba(47, 125, 91, 0.25);
+  }
+</style>
diff --git a/frontend/src/lib/prefs.js b/frontend/src/lib/prefs.js
new file mode 100644
index 0000000..445b266
--- /dev/null
+++ b/frontend/src/lib/prefs.js
@@ -0,0 +1,63 @@
+// Calm Filters preferences — the canonical FilterPrefs shape, kept in
+// localStorage (device-local, no accounts). Mirrors goodnews/filters.py.
+const KEY = 'goodnews:prefs';
+
+export function blank() {
+  return {
+    include_topics: [], include_flavors: [],
+    mute_topics: [], mute_flavors: [],
+    avoid_terms: [], pauses: [], max_cortisol: null,
+  };
+}
+
+export function load() {
+  let p;
+  try { p = JSON.parse(localStorage.getItem(KEY)) || {}; } catch { p = {}; }
+  p = Object.assign(blank(), p);
+  const now = Date.now();
+  p.pauses = (p.pauses || []).filter((x) => x && x.until && new Date(x.until).getTime() > now);
+  return p;
+}
+
+export function save(p) {
+  localStorage.setItem(KEY, JSON.stringify(p));
+}
+
+export function active(p) {
+  return !!(p.mute_topics.length || p.mute_flavors.length || p.avoid_terms.length || p.pauses.length);
+}
+
+const hours = (h) => new Date(Date.now() + h * 3600e3).toISOString();
+
+export function notToday(p, topic) {
+  p.pauses = p.pauses.filter((x) => !(x.kind === 'topic' && x.value === topic));
+  p.pauses.push({ kind: 'topic', value: topic, until: hours(24) });
+  return p;
+}
+export function lessLikeThis(p, flavor) {
+  p.pauses = p.pauses.filter((x) => !(x.kind === 'flavor' && x.value === flavor));
+  p.pauses.push({ kind: 'flavor', value: flavor, until: hours(72) });
+  return p;
+}
+export function alwaysHide(p, topic) {
+  if (!p.mute_topics.includes(topic)) p.mute_topics.push(topic);
+  return p;
+}
+
+// Merge a mood's filter preset over the user's standing prefs into one object.
+export function merge(userPrefs, moodFilter = {}) {
+  const m = Object.assign(blank(), userPrefs);
+  if (moodFilter.include_topics) m.include_topics = moodFilter.include_topics;
+  if (moodFilter.include_flavors) m.include_flavors = moodFilter.include_flavors;
+  if (moodFilter.max_cortisol != null) m.max_cortisol = moodFilter.max_cortisol;
+  return m;
+}
+
+// "" or "prefs=<encoded json>" for a query string.
+export function param(prefs) {
+  const empty =
+    !prefs.include_topics.length && !prefs.include_flavors.length &&
+    !prefs.mute_topics.length && !prefs.mute_flavors.length &&
+    !prefs.avoid_terms.length && !prefs.pauses.length && prefs.max_cortisol == null;
+  return empty ? '' : 'prefs=' + encodeURIComponent(JSON.stringify(prefs));
+}
diff --git a/frontend/src/routes/+layout.js b/frontend/src/routes/+layout.js
new file mode 100644
index 0000000..319e9d1
--- /dev/null
+++ b/frontend/src/routes/+layout.js
@@ -0,0 +1,3 @@
+// Static SPA: prerender the shell, fetch all data client-side from the API.
+export const prerender = true;
+export const ssr = false;
diff --git a/frontend/src/routes/+layout.svelte b/frontend/src/routes/+layout.svelte
new file mode 100644
index 0000000..5023164
--- /dev/null
+++ b/frontend/src/routes/+layout.svelte
@@ -0,0 +1,47 @@
+<script>
+  import '../app.css';
+  let { children } = $props();
+</script>
+
+<header class="site">
+  <div class="container">
+    <a class="brand" href="/">good<span>News</span></a>
+    <p class="tagline">Calm, constructive news worth your attention — and nothing that isn't.</p>
+  </div>
+</header>
+
+<main class="container">
+  {@render children()}
+</main>
+
+<footer class="site">
+  <div class="container">
+    goodNews · metadata &amp; links only, no stored articles · <a href="/docs">API</a>
+  </div>
+</footer>
+
+<style>
+  header.site {
+    text-align: center;
+    padding: 38px 0 22px;
+    background: linear-gradient(180deg, var(--surface), var(--bg));
+    border-bottom: 1px solid var(--line);
+  }
+  .brand {
+    font-family: var(--serif);
+    font-size: 2.1rem;
+    font-weight: 600;
+    letter-spacing: -0.02em;
+  }
+  .brand span { color: var(--sage); }
+  .tagline { margin: 6px 0 0; color: var(--muted); font-size: 0.98rem; }
+  main.container { padding-top: 18px; padding-bottom: 40px; min-height: 60vh; }
+  footer.site {
+    text-align: center;
+    color: var(--muted);
+    font-size: 0.82rem;
+    padding: 26px 0 34px;
+    border-top: 1px solid var(--line);
+  }
+  footer.site a { color: var(--sage-deep); }
+</style>
diff --git a/frontend/src/routes/+page.svelte b/frontend/src/routes/+page.svelte
new file mode 100644
index 0000000..160bc6f
--- /dev/null
+++ b/frontend/src/routes/+page.svelte
@@ -0,0 +1,153 @@
+<script>
+  import { onMount } from 'svelte';
+  import { getJSON } from '$lib/api.js';
+  import * as P from '$lib/prefs.js';
+  import MoodNav from '$lib/components/MoodNav.svelte';
+  import Lane from '$lib/components/Lane.svelte';
+  import ArticleCard from '$lib/components/ArticleCard.svelte';
+
+  let moods = $state([]);
+  let selected = $state('today');
+  let brief = $state(null);
+  let feed = $state([]);
+  let lanes = $state([]);
+  let userPrefs = $state(P.blank());
+  let loading = $state(true);
+  let error = $state('');
+
+  let filtersOn = $derived(P.active(userPrefs));
+
+  const moodByKey = (k) => moods.find((m) => m.key === k);
+
+  function feedUrl(moodKey, limit) {
+    const merged = P.merge(userPrefs, moodByKey(moodKey)?.filter ?? {});
+    const q = P.param(merged);
+    return `/api/feed?limit=${limit}${q ? '&' + q : ''}`;
+  }
+  function briefUrl() {
+    const q = P.param(userPrefs);
+    return `/api/brief?limit=5${q ? '&' + q : ''}`;
+  }
+
+  async function loadToday() {
+    brief = await getJSON(briefUrl());
+    const keys = ['wonder', 'people-helping', 'solutions'];
+    lanes = await Promise.all(
+      keys.map(async (k) => ({ ...moodByKey(k), items: (await getJSON(feedUrl(k, 4))).items }))
+    );
+  }
+  async function loadMood(key) {
+    feed = (await getJSON(feedUrl(key, 24))).items;
+  }
+
+  async function select(key) {
+    selected = key;
+    error = '';
+    try {
+      if (key === 'today') await loadToday();
+      else await loadMood(key);
+    } catch (e) {
+      error = 'Something went quiet — could not reach the feed.';
+    }
+    if (typeof window !== 'undefined') window.scrollTo({ top: 0, behavior: 'smooth' });
+  }
+
+  function applyAction(kind, value) {
+    P[kind]?.(userPrefs, value);
+    userPrefs = { ...userPrefs };
+    P.save(userPrefs);
+    select(selected);
+  }
+  function resetFilters() {
+    userPrefs = P.blank();
+    P.save(userPrefs);
+    select(selected);
+  }
+
+  onMount(async () => {
+    userPrefs = P.load();
+    try {
+      moods = await getJSON('/api/moods');
+      await select('today');
+    } catch (e) {
+      error = 'Could not reach goodNews.';
+    }
+    loading = false;
+  });
+</script>
+
+{#if moods.length}
+  <MoodNav {moods} {selected} onselect={select} />
+{/if}
+
+{#if filtersOn}
+  <div class="calmbar">
+    <span>Calm filters on — your feed is personalized on this device.</span>
+    <button onclick={resetFilters}>reset</button>
+  </div>
+{/if}
+
+{#if loading}
+  <p class="muted center pad">Gathering the good news…</p>
+{:else if error}
+  <p class="muted center pad">{error}</p>
+{:else if selected === 'today'}
+  {#if brief?.items?.length}
+    <section class="rise">
+      <h2 class="kicker">{brief.title ?? 'Five Good Things Today'}</h2>
+      <ArticleCard article={brief.items[0]} hero onaction={applyAction} />
+      {#if brief.items.length > 1}
+        <div class="grid rest">
+          {#each brief.items.slice(1) as a (a.id)}
+            <ArticleCard article={a} onaction={applyAction} />
+          {/each}
+        </div>
+      {/if}
+    </section>
+  {:else}
+    <p class="muted center pad">No brief yet today — try a calmer filter, or check back soon.</p>
+  {/if}
+
+  {#each lanes as lane (lane.key)}
+    <Lane title={lane.label} description={lane.description} items={lane.items}
+          onaction={applyAction} onmore={() => select(lane.key)} />
+  {/each}
+
+  <p class="endcap rise">✦ that's the good news for today ✦</p>
+{:else}
+  <section class="rise">
+    <h2 class="kicker">{moodByKey(selected)?.label}</h2>
+    <p class="muted lede">{moodByKey(selected)?.description}</p>
+    {#if feed.length}
+      <div class="grid">
+        {#each feed as a (a.id)}
+          <ArticleCard article={a} onaction={applyAction} />
+        {/each}
+      </div>
+    {:else}
+      <p class="muted center pad">Nothing in this lane right now — try another mood or ease a filter.</p>
+    {/if}
+  </section>
+{/if}
+
+<style>
+  .calmbar {
+    display: flex; align-items: center; justify-content: center; gap: 12px;
+    background: var(--sage-soft); color: var(--sage-deep);
+    border-radius: 999px; padding: 6px 16px; margin: 6px auto 0; width: fit-content;
+    font-size: 0.85rem;
+  }
+  .calmbar button { background: none; border: none; color: var(--sage-deep); text-decoration: underline; font-size: 0.85rem; }
+  .kicker {
+    font-size: 0.82rem; text-transform: uppercase; letter-spacing: 0.12em;
+    color: var(--gold); margin: 22px 0 14px; font-family: var(--sans); font-weight: 700;
+  }
+  .lede { margin: -8px 0 18px; font-size: 1.05rem; }
+  .rest { margin-top: 18px; }
+  .center { text-align: center; }
+  .pad { padding: 48px 0; }
+  .endcap {
+    text-align: center; color: var(--muted); font-family: var(--serif);
+    font-style: italic; margin: 40px 0 10px; letter-spacing: 0.02em;
+  }
+</style>
diff --git a/frontend/static/favicon.svg b/frontend/static/favicon.svg
new file mode 100644
index 0000000..3ca7ee6
--- /dev/null
+++ b/frontend/static/favicon.svg
@@ -0,0 +1,5 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 64 64">
+  <rect width="64" height="64" rx="14" fill="#2f7d5b"/>
+  <circle cx="32" cy="29" r="11" fill="#faf6ee"/>
+  <path d="M14 44 q12 9 24 3 q9 -4 12 1" stroke="#faf6ee" stroke-width="3.4" fill="none" stroke-linecap="round"/>
+</svg>
diff --git a/frontend/static/manifest.webmanifest b/frontend/static/manifest.webmanifest
new file mode 100644
index 0000000..b2095ee
--- /dev/null
+++ b/frontend/static/manifest.webmanifest
@@ -0,0 +1,13 @@
+{
+  "name": "goodNews",
+  "short_name": "goodNews",
+  "description": "Calm, constructive news worth your attention — and nothing that isn't.",
+  "start_url": "/",
+  "scope": "/",
+  "display": "standalone",
+  "background_color": "#faf6ee",
+  "theme_color": "#2f7d5b",
+  "icons": [
+    { "src": "/favicon.svg", "sizes": "any", "type": "image/svg+xml", "purpose": "any maskable" }
+  ]
+}
diff --git a/frontend/svelte.config.js b/frontend/svelte.config.js
new file mode 100644
index 0000000..6d1d0be
--- /dev/null
+++ b/frontend/svelte.config.js
@@ -0,0 +1,11 @@
+import adapter from '@sveltejs/adapter-static';
+import { vitePreprocess } from '@sveltejs/vite-plugin-svelte';
+
+/** Static SPA: prerender the shell, fetch data from the API at runtime.
+ *  FastAPI serves the built `build/` directory. */
+export default {
+  preprocess: vitePreprocess(),
+  kit: {
+    adapter: adapter({ fallback: 'index.html' }),
+  },
+};
diff --git a/frontend/vite.config.js b/frontend/vite.config.js
new file mode 100644
index 0000000..8173d08
--- /dev/null
+++ b/frontend/vite.config.js
@@ -0,0 +1,7 @@
+import { sveltekit } from '@sveltejs/kit/vite';
+
+export default {
+  plugins: [sveltekit()],
+  // Dev convenience: proxy API calls to the FastAPI server.
+  server: { proxy: { '/api': 'http://127.0.0.1:8000', '/healthz': 'http://127.0.0.1:8000' } },
+};
diff --git a/goodnews/api.py b/goodnews/api.py
index 4c22fe5..28bca2a 100644
--- a/goodnews/api.py
+++ b/goodnews/api.py
@@ -31,11 +31,15 @@ from . import feeds, queries
 from .db import connect, init_db
 from .filters import filter_articles, prefs_from_json
 from .llm import LocalModelClient
+from .moods import MOODS
 from .taxonomy import FLAVORS, TOPICS
 
 ROOT = Path(__file__).resolve().parents[1]
 DEFAULT_DB = ROOT / "data" / "goodnews.sqlite3"
-STATIC_DIR = Path(__file__).resolve().parent / "static"
+# Prefer the built SvelteKit site; fall back to the legacy single-page harness.
+FRONTEND_DIR = ROOT / "frontend" / "build"
+LEGACY_STATIC = Path(__file__).resolve().parent / "static"
+STATIC_DIR = FRONTEND_DIR if FRONTEND_DIR.is_dir() else LEGACY_STATIC
 
 
 def db_path() -> Path:
@@ -188,6 +192,12 @@ def create_app() -> FastAPI:
             flavors=[Category(key=k, description=v) for k, v in FLAVORS.items()],
         )
 
+    @app.get("/api/moods")
+    def moods() -> list[dict]:
+        # The humane front door: each mood resolves to a filter preset the
+        # client merges with the user's own Calm Filters.
+        return MOODS
+
     @app.get("/api/category-counts", response_model=list[CategoryCount])
     def category_counts(accepted_only: bool = True, prefs: str | None = Query(None)) -> list[CategoryCount]:
         fp = prefs_from_json(prefs)
@@ -220,20 +230,37 @@ def create_app() -> FastAPI:
         if flavor and flavor.lower() not in FLAVORS:
             raise HTTPException(400, f"unknown flavor: {flavor}")
         fp = prefs_from_json(prefs)
+        now = datetime.now(timezone.utc)
         with get_conn() as conn:
             if fp.is_empty():
                 rows = queries.feed(
                     conn, topic=topic, flavor=flavor, accepted_only=accepted_only, limit=limit, offset=offset
                 )
             else:
-                # Over-fetch, apply the calm filters in Python (word-boundary
-                # avoid-terms can't be done in SQL), then slice to the page.
-                fetch_n = min(2000, (offset + limit) * 4 + 50)
-                raw = queries.feed(
-                    conn, topic=topic, flavor=flavor, accepted_only=accepted_only, limit=fetch_n, offset=0
+                # Categorical filters (include/mute topics+flavors incl. active
+                # pauses, cortisol ceiling) go to SQL so nothing is truncated by
+                # ranking. Only word-boundary avoid-terms need a Python pass, so
+                # over-fetch just enough to cover what they might remove.
+                kw = dict(
+                    include_topics=fp.include_topics or None,
+                    include_flavors=fp.include_flavors or None,
+                    mute_topics=list(fp.muted_topics(now)) or None,
+                    mute_flavors=list(fp.muted_flavors(now)) or None,
+                    max_cortisol=fp.max_cortisol,
+                    max_ragebait=fp.max_ragebait,
                 )
-                filtered = filter_articles(raw, fp, datetime.now(timezone.utc))
-                rows = filtered[offset : offset + limit]
+                if fp.avoid_terms:
+                    raw = queries.feed(
+                        conn, topic=topic, flavor=flavor, accepted_only=accepted_only,
+                        limit=min(2000, (offset + limit) * 4 + 50), offset=0, **kw,
+                    )
+                    kept = filter_articles(raw, fp, now)  # drops avoid-term matches
+                    rows = kept[offset : offset + limit]
+                else:
+                    rows = queries.feed(
+                        conn, topic=topic, flavor=flavor, accepted_only=accepted_only,
+                        limit=limit, offset=offset, **kw,
+                    )
         return FeedResponse(
             topic=topic,
             flavor=flavor,
diff --git a/goodnews/filters.py b/goodnews/filters.py
index 0f3c2d5..106b73c 100644
--- a/goodnews/filters.py
+++ b/goodnews/filters.py
@@ -69,12 +69,20 @@ class FilterPrefs:
     mute_flavors: list[str] = field(default_factory=list)
     avoid_terms: list[str] = field(default_factory=list)
     pauses: list[Pause] = field(default_factory=list)
+    max_cortisol: int | None = None
+    max_ragebait: int | None = None
 
     @classmethod
     def from_dict(cls, data: dict | None) -> "FilterPrefs":
         if not isinstance(data, dict):
             return cls()
 
+        def _opt_int(value: object) -> int | None:
+            try:
+                return int(value) if value is not None else None
+            except (TypeError, ValueError):
+                return None
+
         def _str_list(value: object) -> list[str]:
             if not isinstance(value, list):
                 return []
@@ -96,6 +104,8 @@ class FilterPrefs:
             mute_flavors=_str_list(data.get("mute_flavors")),
             avoid_terms=_str_list(data.get("avoid_terms")),
             pauses=pauses,
+            max_cortisol=_opt_int(data.get("max_cortisol")),
+            max_ragebait=_opt_int(data.get("max_ragebait")),
         )
 
     def muted_topics(self, now: datetime) -> set[str]:
@@ -117,6 +127,8 @@ class FilterPrefs:
             or self.mute_flavors
             or self.avoid_terms
             or self.pauses
+            or self.max_cortisol is not None
+            or self.max_ragebait is not None
         )
 
 
@@ -148,6 +160,10 @@ def allows(article: dict, prefs: FilterPrefs, now: datetime) -> bool:
         return False
     if flavor in prefs.muted_flavors(now):
         return False
+    if prefs.max_cortisol is not None and (article.get("cortisol_score") or 0) > prefs.max_cortisol:
+        return False
+    if prefs.max_ragebait is not None and (article.get("ragebait_score") or 0) > prefs.max_ragebait:
+        return False
     blob = f"{article.get('title') or ''} {article.get('description') or ''}"
     if text_matches_avoid_terms(blob, prefs.avoid_terms):
         return False
diff --git a/goodnews/moods.py b/goodnews/moods.py
new file mode 100644
index 0000000..025c84e
--- /dev/null
+++ b/goodnews/moods.py
@@ -0,0 +1,62 @@
+"""Mood modes — the humane front door over the topic/flavor taxonomy.
+
+A reader thinks "I want wonder," not "animals/discovery". Each mood resolves to
+a filter preset (include_topics / include_flavors / a cortisol ceiling) that the
+feed already understands via FilterPrefs. Topic/flavor remain available as the
+secondary "browse more precisely" controls; moods don't replace them.
+
+Single source of truth so the website and any future companion app agree.
+"""
+
+from __future__ import annotations
+
+# "today" is special: it has no filter — it's the daily brief view.
+MOODS: list[dict] = [
+    {
+        "key": "today",
+        "label": "Today",
+        "description": "The day's five good things.",
+        "filter": {},
+    },
+    {
+        "key": "wonder",
+        "label": "Wonder",
+        "description": "Awe and discovery.",
+        "filter": {"include_topics": ["science", "animals", "culture"], "include_flavors": ["discovery"]},
+    },
+    {
+        "key": "people-helping",
+        "label": "People Helping",
+        "description": "Community, kindness, and repair.",
+        "filter": {"include_topics": ["community"], "include_flavors": ["solution", "feelgood"]},
+    },
+    {
+        "key": "solutions",
+        "label": "Solutions",
+        "description": "Problems being solved.",
+        "filter": {
+            "include_topics": ["environment", "community", "health"],
+            "include_flavors": ["solution", "breakthrough"],
+        },
+    },
+    {
+        "key": "light",
+        "label": "Light Only",
+        "description": "Just the gentle stuff.",
+        "filter": {"include_flavors": ["feelgood", "discovery"], "max_cortisol": 2},
+    },
+    {
+        "key": "grounded",
+        "label": "Grounded",
+        "description": "Useful, calm perspective.",
+        "filter": {"include_flavors": ["perspective", "solution"]},
+    },
+]
+
+_BY_KEY = {m["key"]: m for m in MOODS}
+
+
+def mood_filter(key: str) -> dict:
+    """Return the filter preset for a mood key (empty dict if unknown/today)."""
+    mood = _BY_KEY.get(key)
+    return dict(mood["filter"]) if mood else {}
diff --git a/goodnews/queries.py b/goodnews/queries.py
index b6bdeb8..1c56f66 100644
--- a/goodnews/queries.py
+++ b/goodnews/queries.py
@@ -47,8 +47,20 @@ def feed(
     accepted_only: bool = True,
     limit: int = 30,
     offset: int = 0,
+    include_topics: list[str] | None = None,
+    include_flavors: list[str] | None = None,
+    mute_topics: list[str] | None = None,
+    mute_flavors: list[str] | None = None,
+    max_cortisol: int | None = None,
+    max_ragebait: int | None = None,
 ) -> list[dict]:
-    """Return ranked articles, optionally filtered by topic and/or flavor."""
+    """Return ranked articles with categorical filters applied in SQL.
+
+    Categorical filters (topic/flavor include & mute, cortisol/ragebait ceilings)
+    must be applied here, not after ranking — otherwise low-ranked-but-matching
+    items (e.g. 'discovery' for a Wonder lane) fall outside any over-fetch window.
+    Word-boundary avoid-terms remain a Python pass on the caller side.
+    """
     clauses = ["a.duplicate_of IS NULL"]
     params: list = []
     if accepted_only:
@@ -59,7 +71,31 @@ def feed(
     if flavor:
         clauses.append("s.flavor = ?")
         params.append(flavor.lower())
-    where = ("WHERE " + " AND ".join(clauses)) if clauses else ""
+
+    def _in(column: str, values: list[str], negate: bool = False) -> None:
+        vals = [v.lower() for v in values]
+        placeholders = ",".join("?" * len(vals))
+        op = "NOT IN" if negate else "IN"
+        # COALESCE keeps NULL-category rows from being dropped by NOT IN.
+        clauses.append(f"COALESCE({column}, '') {op} ({placeholders})")
+        params.extend(vals)
+
+    if include_topics:
+        _in("s.topic", include_topics)
+    if include_flavors:
+        _in("s.flavor", include_flavors)
+    if mute_topics:
+        _in("s.topic", mute_topics, negate=True)
+    if mute_flavors:
+        _in("s.flavor", mute_flavors, negate=True)
+    if max_cortisol is not None:
+        clauses.append("COALESCE(s.cortisol_score, 0) <= ?")
+        params.append(max_cortisol)
+    if max_ragebait is not None:
+        clauses.append("COALESCE(s.ragebait_score, 0) <= ?")
+        params.append(max_ragebait)
+
+    where = "WHERE " + " AND ".join(clauses)
     params.extend([limit, offset])
 
     rows = conn.execute(
diff --git a/tests/test_queries.py b/tests/test_queries.py
new file mode 100644
index 0000000..1c157e2
--- /dev/null
+++ b/tests/test_queries.py
@@ -0,0 +1,70 @@
+import pytest
+
+from goodnews import queries
+from goodnews.db import connect, init_db
+
+
+@pytest.fixture
+def conn():
+    c = connect(":memory:")
+    init_db(c)
+    c.execute("INSERT INTO sources (id, name, feed_url, trust_score) VALUES (1,'S','http://s/f',5)")
+    rows = [
+        (1, "science", "discovery", 1),
+        (2, "animals", "discovery", 1),
+        (3, "health", "breakthrough", 2),
+        (4, "community", "solution", 1),
+        (5, "environment", "solution", 7),  # high cortisol
+    ]
+    for aid, topic, flavor, cort in rows:
+        c.execute(
+            "INSERT INTO articles (id, source_id, canonical_url, title, url_hash) VALUES (?,1,?,?,?)",
+            (aid, f"http://s/{aid}", f"t{aid}", f"h{aid}"),
+        )
+        c.execute(
+            "INSERT INTO article_scores (article_id, constructive_score, agency_score, human_benefit_score, "
+            "cortisol_score, ragebait_score, pr_risk_score, accepted, topic, flavor) "
+            "VALUES (?, 6, 2, 2, ?, 0, 2, 1, ?, ?)",
+            (aid, cort, topic, flavor),
+        )
+    c.commit()
+    yield c
+    c.close()
+
+
+def _topics(rows):
+    return sorted({r["topic"] for r in rows})
+
+
+def test_include_topics_in_sql(conn):
+    rows = queries.feed(conn, include_topics=["science", "animals"], limit=50)
+    assert _topics(rows) == ["animals", "science"]
+
+
+def test_include_flavors_in_sql(conn):
+    rows = queries.feed(conn, include_flavors=["discovery"], limit=50)
+    assert sorted({r["flavor"] for r in rows}) == ["discovery"]
+
+
+def test_include_topic_and_flavor_are_anded(conn):
+    # Wonder-style: (science/animals/culture) AND discovery
+    rows = queries.feed(conn, include_topics=["science", "animals", "culture"], include_flavors=["discovery"], limit=50)
+    assert _topics(rows) == ["animals", "science"]  # the two discovery items
+
+
+def test_mute_topics_excludes(conn):
+    rows = queries.feed(conn, mute_topics=["health", "environment"], limit=50)
+    assert "health" not in _topics(rows) and "environment" not in _topics(rows)
+
+
+def test_max_cortisol_ceiling(conn):
+    rows = queries.feed(conn, max_cortisol=2, limit=50)
+    assert all((r["cortisol_score"] or 0) <= 2 for r in rows)
+    assert "environment" not in _topics(rows)  # the cortisol=7 item is gone
+
+
+def test_duplicates_excluded(conn):
+    conn.execute("UPDATE articles SET duplicate_of = 1 WHERE id = 2")
+    conn.commit()
+    ids = {r["id"] for r in queries.feed(conn, limit=50)}
+    assert 2 not in ids