feat(stats): use generic title wording for mixed-source library

The stats dashboard now supports both anime series and YouTube videos
in the same library, so the anime-only copy no longer fits. Rename
user-visible labels ("Active Anime", "Search anime…", "Anime — Per
Day", "Episodes per Anime", "Words In Multiple Anime", etc.) to use
"Title"/"Library" wording that covers either source.

Data-model names (animeId, animeCount, useAnimeLibrary) stay as-is;
this pass only touches strings the user actually reads.

changes/stats-dashboard-feedback-pass.md

@@ -0,0 +1,10 @@
+type: changed
+area: stats
+
+- Sessions are rolled up per episode within each day, with a bulk delete that wipes every session in the group.
+- Trends add a 365-day range next to the existing 7d/30d/90d/all options.
+- Library detail view gets a delete-episode action that removes the video and all its sessions.
+- Vocabulary Top 50 tightens the word/reading column so katakana entries no longer push the scores off screen.
+- Episode detail hides card events whose Anki notes have been deleted, instead of showing phantom mining activity.
+- Trend and watch-time charts share a unified theme with horizontal gridlines and larger ticks for legibility.
+- Overview, Library, Trends, Sessions, and Vocabulary now use generic "title" wording so YouTube videos and anime live comfortably side by side in the dashboard.

docs/superpowers/specs/2026-04-09-stats-dashboard-feedback-pass-design.md

@@ -0,0 +1,347 @@
+# Stats Dashboard Feedback Pass — Design
+
+Date: 2026-04-09
+Scope: Stats dashboard UX follow-ups from user feedback (items 1–7).
+Delivery: **Single PR**, broken into logically scoped commits.
+
+## Goals
+
+Address seven concrete pieces of feedback against the Statistics menu:
+
+1. Library — collapse episodes behind a per-series dropdown.
+2. Sessions — roll up multiple sessions of the same episode within a day.
+3. Trends — add a 365d range option.
+4. Library — delete an episode (video) from its detail view.
+5. Vocabulary — tighten spacing between word and reading in the Top 50 table.
+6. Episode detail — hide cards whose Anki notes have been deleted.
+7. Trend/watch charts — add gridlines, fix tick legibility, unify theming.
+
+Out of scope for this pass: English-token ingestion cleanup and Overview stat-card drill-downs (feedback items 8 and 9). Those require a larger design decision and a migration respectively.
+
+## Files touched (inventory)
+
+Dashboard (`stats/src/`):
+- `components/library/LibraryTab.tsx` — collapsible groups (item 1).
+- `components/library/MediaDetailView.tsx`, `components/library/MediaHeader.tsx` — delete-episode action (item 4).
+- `components/sessions/SessionsTab.tsx`, `components/library/MediaSessionList.tsx` — episode rollup (item 2).
+- `components/trends/DateRangeSelector.tsx`, `hooks/useTrends.ts`, `lib/api-client.ts`, `lib/api-client.test.ts` — 365d (item 3).
+- `components/vocabulary/FrequencyRankTable.tsx` — word/reading column collapse (item 5).
+- `components/anime/EpisodeDetail.tsx` — filter deleted Anki cards (item 6).
+- `components/trends/TrendChart.tsx`, `components/trends/StackedTrendChart.tsx`, `components/overview/WatchTimeChart.tsx`, `lib/chart-theme.ts` — chart clarity (item 7).
+- New file: `stats/src/lib/session-grouping.ts` + `session-grouping.test.ts`.
+
+Backend (`src/core/services/`):
+- `immersion-tracker/query-trends.ts` — extend `TrendRange` and `TREND_DAY_LIMITS` (item 3).
+- `immersion-tracker/__tests__/query.test.ts` — 365d coverage (item 3).
+- `stats-server.ts` — passthrough if range validation lives here (check before editing).
+- `__tests__/stats-server.test.ts` — 365d coverage (item 3).
+
+## Commit plan
+
+One PR, one feature per commit. Order picks low-risk mechanical changes first so failures in later commits don't block merging of earlier ones.
+
+1. `feat(stats): add 365d range to trends dashboard` (item 3)
+2. `fix(stats): tighten word/reading column in Top 50 table` (item 5)
+3. `fix(stats): hide cards deleted from Anki in episode detail` (item 6)
+4. `feat(stats): delete episode from library detail view` (item 4)
+5. `feat(stats): collapsible series groups in library` (item 1)
+6. `feat(stats): roll up same-episode sessions within a day` (item 2)
+7. `feat(stats): gridlines and unified theme for trend charts` (item 7)
+
+Each commit must pass `bun run typecheck`, `bun run test:fast`, and any change-specific checks listed below.
+
+---
+
+## Item 1 — Library collapsible series groups
+
+### Current behavior
+
+`LibraryTab.tsx` groups media via `groupMediaLibraryItems` and always renders the full grid of `MediaCard`s beneath each group header.
+
+### Target behavior
+
+Each group header becomes clickable. Groups with `items.length > 1` default to **collapsed**; single-video groups stay expanded (collapsing them would be visual noise).
+
+### Implementation
+
+- State: `const [collapsedGroups, setCollapsedGroups] = useState<Set<string>>(...)`. Initialize from `grouped` where `items.length > 1`.
+- Toggle helper: `toggleGroup(key: string)` adds/removes from the set.
+- Group header: wrap in a `<button>` with `aria-expanded` and a chevron icon (`▶`/`▼`). Keep the existing cover + title + subtitle layout inside the button.
+- Children grid is conditionally rendered on `!collapsedGroups.has(group.key)`.
+- Header summary (`N videos · duration · cards`) stays visible in both states so collapsed groups remain informative.
+
+### Tests
+
+- New `LibraryTab.test.tsx` (if not already present — check first) covering:
+  - Multi-video group renders collapsed on first mount.
+  - Single-video group renders expanded on first mount.
+  - Clicking the header toggles visibility.
+  - Header summary is visible in both states.
+
+---
+
+## Item 2 — Sessions episode rollup within a day
+
+### Current behavior
+
+`SessionsTab.tsx:10-24` groups sessions by day label only (`formatSessionDayLabel(startedAtMs)`). Multiple sessions of the same episode on the same day show as independent rows. `MediaSessionList.tsx` has the same problem inside the library detail view.
+
+### Target behavior
+
+Within each day, sessions with the same `videoId` collapse into one parent row showing combined totals. A chevron reveals the individual sessions. Single-session buckets render flat (no pointless nesting).
+
+### Implementation
+
+- New helper in `stats/src/lib/session-grouping.ts`:
+  ```ts
+  export interface SessionBucket {
+    key: string;              // videoId as string, or `s-${sessionId}` for singletons
+    videoId: number | null;
+    sessions: SessionSummary[];
+    totalActiveMs: number;
+    totalCardsMined: number;
+    representativeSession: SessionSummary; // most recent, for header display
+  }
+  export function groupSessionsByVideo(sessions: SessionSummary[]): SessionBucket[];
+  ```
+  Sessions missing a `videoId` become singleton buckets.
+
+- `SessionsTab.tsx`: after day grouping, pipe each `daySessions` through `groupSessionsByVideo`. Render each bucket:
+  - `sessions.length === 1`: existing `SessionRow` behavior, unchanged.
+  - `sessions.length >= 2`: render a **bucket row** that looks like `SessionRow` but shows combined totals and session count (e.g. `3 sessions · 1h 24m · 12 cards`). Chevron state stored in a second `Set<string>` on bucket key. Expanded buckets render the child `SessionRow`s indented (`pl-8`) beneath the header.
+- `MediaSessionList.tsx`: within the media detail view, a single video's sessions are all the same `videoId` by definition — grouping here is by day only, and within a day multiple sessions render nested under a day header. Re-use the same visual pattern; factor the bucket row into a shared `SessionBucketRow` component.
+
+### Delete semantics
+
+- Deleting a bucket header offers "Delete all N sessions in this group" (reuse `confirmDayGroupDelete` pattern with a bucket-specific message, or add `confirmBucketDelete`).
+- Deleting an individual session from inside an expanded bucket keeps the existing single-delete flow.
+
+### Tests
+
+- `session-grouping.test.ts`:
+  - Empty input → empty output.
+  - All unique videos → N singleton buckets.
+  - Two sessions same videoId → one bucket with correct totals and representative (most recent start time).
+  - Missing videoId → singleton bucket keyed by sessionId.
+- `SessionsTab.test.tsx` (extend or add) verifying the rendered bucket rows expand/collapse and delete hooks fire with the right ID set.
+
+---
+
+## Item 3 — 365d trends range
+
+### Backend
+
+`src/core/services/immersion-tracker/query-trends.ts`:
+- `type TrendRange = '7d' | '30d' | '90d' | '365d' | 'all';`
+- Add `'365d': 365` to `TREND_DAY_LIMITS`.
+- `getTrendDayLimit` picks up the new key automatically because of the `Exclude<TrendRange, 'all'>` generic.
+
+`src/core/services/stats-server.ts`:
+- Search for any hardcoded range validation (e.g. allow-list in the trends route handler) and extend it.
+
+### Frontend
+
+- `hooks/useTrends.ts`: widen the `TimeRange` union.
+- `components/trends/DateRangeSelector.tsx`: add `'365d'` to the options list. Display label stays as `365d`.
+- `lib/api-client.ts` / `api-client.test.ts`: if the client validates ranges, add `365d`.
+
+### Tests
+
+- `query.test.ts`: extend the existing range table to cover `365d` returning 365 days of data.
+- `stats-server.test.ts`: ensure the route accepts `range=365d`.
+- `api-client.test.ts`: ensure the client emits the new range.
+
+### Change-specific checks
+
+- `bun run test:config` is not required here (no schema/defaults change).
+- Run `bun run typecheck` + `bun run test:fast`.
+
+---
+
+## Item 4 — Delete episode from library detail
+
+### Current behavior
+
+`MediaDetailView.tsx` provides session-level delete only. The backend `deleteVideo` exists (`query-maintenance.ts:509`), the API is exposed at `stats-server.ts:559`, and `api-client.deleteVideo` is already wired (`stats/src/lib/api-client.ts:146`). `EpisodeList.tsx:46` already uses it from the anime tab.
+
+### Target behavior
+
+A "Delete Episode" action in `MediaHeader` (top-right, small, `text-ctp-red`), gated by `confirmEpisodeDelete(title)`. On success, call `onBack()` and make sure the parent `LibraryTab` refetches.
+
+### Implementation
+
+- Add an `onDeleteEpisode?: () => void` prop to `MediaHeader` and render the button only if provided.
+- In `MediaDetailView`:
+  - New handler `handleDeleteEpisode` that calls `apiClient.deleteVideo(videoId)`, then `onBack()`.
+  - Reuse `confirmEpisodeDelete` from `stats/src/lib/delete-confirm.ts`.
+- In `LibraryTab`:
+  - `useMediaLibrary` returns fresh data on mount. The simplest fix: pass a `refresh` function from the hook (extend the hook if it doesn't already expose one) and call it when the detail view signals back.
+  - Alternative: force a remount by incrementing a `libraryVersion` key on the library list. Prefer `refresh` for clarity.
+
+### Tests
+
+- Extend the existing `MediaDetailView.test.tsx`: mock `apiClient.deleteVideo`, click the new button, confirm `onBack` fires after success.
+- `useMediaLibrary.test.ts`: if we add a `refresh` method, cover it.
+
+---
+
+## Item 5 — Vocabulary word/reading column collapse
+
+### Current behavior
+
+`FrequencyRankTable.tsx:110-144` uses a 5-column table: `Rank | Word | Reading | POS | Seen`. Word and Reading are auto-sized, producing a large gap.
+
+### Target behavior
+
+Merge Word + Reading into a single column titled "Word". Reading sits immediately after the headword in a muted, smaller style.
+
+### Implementation
+
+- Drop the `<th>Reading</th>` header and cell.
+- Word cell becomes:
+  ```tsx
+  <td className="py-1.5 pr-3">
+    <span className="text-ctp-text font-medium">{w.headword}</span>
+    {reading && (
+      <span className="text-ctp-subtext0 text-xs ml-1.5">
+        【{reading}】
+      </span>
+    )}
+  </td>
+  ```
+  where `reading = fullReading(w.headword, w.reading)` and differs from `headword`.
+- Keep `fullReading` import from `reading-utils`.
+
+### Tests
+
+- Extend `FrequencyRankTable.test.tsx` (if present — otherwise add a focused test) to assert:
+  - Headword renders.
+  - Reading renders when different from headword.
+  - Reading does not render when equal to headword.
+
+---
+
+## Item 6 — Hide Anki-deleted cards in Cards Mined
+
+### Current behavior
+
+`EpisodeDetail.tsx:109-147` iterates `cardEvents`, fetches note info via `ankiNotesInfo(allNoteIds)`, and for each `noteId` renders a row even if no matching `info` came back — the user sees an empty word with an "Open in Anki" button that leads nowhere.
+
+### Target behavior
+
+After `ankiNotesInfo` resolves:
+- Drop `noteId`s that are not in the resolved map.
+- Drop `cardEvents` whose `noteIds` list was non-empty but is now empty after filtering.
+- Card events with a positive `cardsDelta` but no `noteIds` (legacy rollup path) still render as `+N cards` — we have no way to cross-reference them, so leave them alone.
+
+### Implementation
+
+- Compute `filteredCardEvents` as a `useMemo` depending on `data.cardEvents` and `noteInfos`.
+- Iterate `filteredCardEvents` instead of `cardEvents` in the render.
+- Surface a subtle note (optional, muted) "N cards hidden (deleted from Anki)" at the end of the list if any were filtered — helps the user understand why counts here diverge from session totals. Final decision on the note can be made at PR review; default: **show it**.
+
+### Tests
+
+- Add a test in `EpisodeDetail.test.tsx` (add the file if not present) that stubs `ankiNotesInfo` to return only a subset of notes and verifies the missing ones are not rendered.
+
+### Other call sites
+
+- Grep so far shows `ankiNotesInfo` is only used in `EpisodeDetail.tsx`. Re-verify before landing the commit; if another call site appears, apply the same filter.
+
+---
+
+## Item 7 — Trend/watch chart clarity pass
+
+### Current behavior
+
+`TrendChart.tsx`, `StackedTrendChart.tsx`, and `WatchTimeChart.tsx` render Recharts components with:
+- No `CartesianGrid` → no horizontal reference lines.
+- 9px axis ticks → borderline unreadable.
+- Height 120 → cramped.
+- Tooltip uses raw labels (`04/04` etc.).
+- No shared theme object; each chart redefines colors and tooltip styles inline.
+
+`stats/src/lib/chart-theme.ts` already exists and currently exports a single `CHART_THEME` constant with tick/tooltip colors and `barFill`. It will be extended, not replaced, to preserve existing consumers.
+
+### Target behavior
+
+All three charts share a theme, have horizontal gridlines, readable ticks, and sensible tooltips.
+
+### Implementation
+
+Extend `stats/src/lib/chart-theme.ts` with the additional shared defaults (keeping the existing `CHART_THEME` export intact so current consumers don't break):
+```ts
+export const CHART_THEME = {
+  tick: '#a5adcb',
+  tooltipBg: '#363a4f',
+  tooltipBorder: '#494d64',
+  tooltipText: '#cad3f5',
+  tooltipLabel: '#b8c0e0',
+  barFill: '#8aadf4',
+  grid: '#494d64',
+  axisLine: '#494d64',
+} as const;
+
+export const CHART_DEFAULTS = {
+  height: 160,
+  tickFontSize: 11,
+  margin: { top: 8, right: 8, bottom: 0, left: 0 },
+  grid: { strokeDasharray: '3 3', vertical: false },
+} as const;
+
+export const TOOLTIP_CONTENT_STYLE = {
+  background: CHART_THEME.tooltipBg,
+  border: `1px solid ${CHART_THEME.tooltipBorder}`,
+  borderRadius: 6,
+  color: CHART_THEME.tooltipText,
+  fontSize: 12,
+};
+```
+
+Apply to each chart:
+- Import `CartesianGrid` from recharts.
+- Insert `<CartesianGrid stroke={CHART_THEME.grid} {...CHART_DEFAULTS.grid} />` inside each chart container.
+- `<XAxis tick={{ fontSize: CHART_DEFAULTS.tickFontSize, fill: CHART_THEME.tick }} />` and equivalent `YAxis`.
+- `YAxis` gains `axisLine={{ stroke: CHART_THEME.axisLine }}`.
+- `ResponsiveContainer` height changes from 120 → `CHART_DEFAULTS.height`.
+- `Tooltip` `contentStyle` uses `TOOLTIP_CONTENT_STYLE`, and charts pass a `labelFormatter` when the label is a date key (e.g. show `Fri Apr 4`).
+
+### Unit formatters
+
+- `TrendChart` already accepts a `formatter` prop — extend usage sites to pass unit-aware formatters where they aren't already (`formatDuration`, `formatNumber`, etc.).
+
+### Tests
+
+- `chart-theme.test.ts` (if present — otherwise add a trivial snapshot to keep the shape stable).
+- `TrendChart` snapshot/render tests: no regression, gridline element present.
+
+---
+
+## Verification gate
+
+Before requesting code review, run:
+
+```
+bun run typecheck
+bun run test:fast
+bun run test:env
+bun run test:runtime:compat   # dist-sensitive check for the charts
+bun run build
+bun run test:smoke:dist
+```
+
+No docs-site changes are planned in this spec; if `docs-site/` ends up touched (e.g. screenshots), also run `bun run docs:test` and `bun run docs:build`.
+
+No config schema changes → `bun run test:config` and `bun run generate:config-example` are not required.
+
+## Risks and open questions
+
+- **MediaDetailView refresh**: `useMediaLibrary` may not expose a `refresh` function. If it doesn't, the simplest path is adding one; the alternative (keying a remount) works but is harder to test. Decide during implementation.
+- **Session bucket delete UX**: "Delete all N sessions in this group" is powerful. The copy must make it clear the underlying sessions are being removed, not just the grouping. Reuse `confirmBucketDelete` wording from existing confirm helpers if possible.
+- **Anki-deleted-cards hidden notice**: Showing a subtle "N cards hidden" footer is a call that can be made at PR review.
+- **Bucket delete helper**: `confirmBucketDelete` does not currently exist in `delete-confirm.ts`. Implementation either adds it or reuses `confirmDayGroupDelete` with bucket-specific wording — decide during the session-rollup commit.
+
+## Changelog entry
+
+User-visible PR → needs a fragment under `changes/*.md`. Suggested title:
+`Stats dashboard: collapsible series, session rollups, 365d trends, chart polish, episode delete.`

src/core/services/__tests__/stats-server.test.ts

@@ -601,6 +601,22 @@ describe('stats server API routes', () => {
     assert.deepEqual(body.animePerDay.watchTime, TRENDS_DASHBOARD.animePerDay.watchTime);
   });
 
+  it('GET /api/stats/trends/dashboard accepts 365d range', async () => {
+    let seenArgs: unknown[] = [];
+    const app = createStatsApp(
+      createMockTracker({
+        getTrendsDashboard: async (...args: unknown[]) => {
+          seenArgs = args;
+          return TRENDS_DASHBOARD;
+        },
+      }),
+    );
+
+    const res = await app.request('/api/stats/trends/dashboard?range=365d&groupBy=month');
+    assert.equal(res.status, 200);
+    assert.deepEqual(seenArgs, ['365d', 'month']);
+  });
+
   it('GET /api/stats/trends/dashboard falls back to safe defaults for invalid params', async () => {
     let seenArgs: unknown[] = [];
     const app = createStatsApp(

src/core/services/immersion-tracker-service.ts

@@ -488,7 +488,7 @@ export class ImmersionTrackerService {
   }
 
   async getTrendsDashboard(
-    range: '7d' | '30d' | '90d' | 'all' = '30d',
+    range: '7d' | '30d' | '90d' | '365d' | 'all' = '30d',
     groupBy: 'day' | 'month' = 'day',
   ): Promise<unknown> {
     return getTrendsDashboard(this.db, range, groupBy);

src/core/services/immersion-tracker/__tests__/query.test.ts

@@ -835,6 +835,65 @@ test('getTrendsDashboard keeps local-midnight session buckets separate', () => {
   }
 });
 
+test('getTrendsDashboard supports 365d range and caps day buckets at 365', () => {
+  const dbPath = makeDbPath();
+  const db = new Database(dbPath);
+  withMockNowMs('1772395200000', () => {
+    try {
+      ensureSchema(db);
+
+      const videoId = getOrCreateVideoRecord(db, 'local:/tmp/365d-trends.mkv', {
+        canonicalTitle: '365d Trends',
+        sourcePath: '/tmp/365d-trends.mkv',
+        sourceUrl: null,
+        sourceType: SOURCE_TYPE_LOCAL,
+      });
+      const animeId = getOrCreateAnimeRecord(db, {
+        parsedTitle: '365d Trends',
+        canonicalTitle: '365d Trends',
+        anilistId: null,
+        titleRomaji: null,
+        titleEnglish: null,
+        titleNative: null,
+        metadataJson: null,
+      });
+      linkVideoToAnimeRecord(db, videoId, {
+        animeId,
+        parsedBasename: '365d-trends.mkv',
+        parsedTitle: '365d Trends',
+        parsedSeason: 1,
+        parsedEpisode: 1,
+        parserSource: 'test',
+        parserConfidence: 1,
+        parseMetadataJson: null,
+      });
+
+      const insertDailyRollup = db.prepare(
+        `
+          INSERT INTO imm_daily_rollups (
+            rollup_day, video_id, total_sessions, total_active_min, total_lines_seen,
+            total_tokens_seen, total_cards, CREATED_DATE, LAST_UPDATE_DATE
+          ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)
+        `,
+      );
+      // Seed 400 distinct rollup days so we can prove the 365d range caps at 365.
+      const latestRollupDay = 20513;
+      const createdAtMs = '1772395200000';
+      for (let offset = 0; offset < 400; offset += 1) {
+        const rollupDay = latestRollupDay - offset;
+        insertDailyRollup.run(rollupDay, videoId, 1, 30, 4, 100, 2, createdAtMs, createdAtMs);
+      }
+
+      const dashboard = getTrendsDashboard(db, '365d', 'day');
+
+      assert.equal(dashboard.activity.watchTime.length, 365);
+    } finally {
+      db.close();
+      cleanupDbPath(dbPath);
+    }
+  });
+});
+
 test('getTrendsDashboard month grouping spans every touched calendar month and keeps progress monthly', () => {
   const dbPath = makeDbPath();
   const db = new Database(dbPath);

src/core/services/immersion-tracker/query-trends.ts

@@ -13,7 +13,7 @@ import {
 } from './query-shared';
 import { getDailyRollups, getMonthlyRollups } from './query-sessions';
 
-type TrendRange = '7d' | '30d' | '90d' | 'all';
+type TrendRange = '7d' | '30d' | '90d' | '365d' | 'all';
 type TrendGroupBy = 'day' | 'month';
 
 interface TrendChartPoint {
@@ -85,6 +85,7 @@ const TREND_DAY_LIMITS: Record<Exclude<TrendRange, 'all'>, number> = {
   '7d': 7,
   '30d': 30,
   '90d': 90,
+  '365d': 365,
 };
 
 const MONTH_NAMES = [

src/core/services/stats-server.ts

@@ -30,8 +30,10 @@ function parseIntQuery(raw: string | undefined, fallback: number, maxLimit?: num
   return maxLimit === undefined ? parsed : Math.min(parsed, maxLimit);
 }
 
-function parseTrendRange(raw: string | undefined): '7d' | '30d' | '90d' | 'all' {
-  return raw === '7d' || raw === '30d' || raw === '90d' || raw === 'all' ? raw : '30d';
+function parseTrendRange(raw: string | undefined): '7d' | '30d' | '90d' | '365d' | 'all' {
+  return raw === '7d' || raw === '30d' || raw === '90d' || raw === '365d' || raw === 'all'
+    ? raw
+    : '30d';
 }
 
 function parseTrendGroupBy(raw: string | undefined): 'day' | 'month' {

stats/src/components/anime/AnimeTab.tsx

@@ -93,7 +93,7 @@ export function AnimeTab({
       <div className="flex items-center gap-3">
         <input
           type="text"
-          placeholder="Search anime..."
+          placeholder="Search library..."
           value={search}
           onChange={(e) => setSearch(e.target.value)}
           className="flex-1 bg-ctp-surface0 border border-ctp-surface1 rounded-lg px-3 py-2 text-sm text-ctp-text placeholder:text-ctp-overlay2 focus:outline-none focus:border-ctp-blue"
@@ -125,12 +125,12 @@ export function AnimeTab({
           ))}
         </div>
         <div className="text-xs text-ctp-overlay2 shrink-0">
-          {filtered.length} anime · {formatDuration(totalMs)}
+          {filtered.length} titles · {formatDuration(totalMs)}
         </div>
       </div>
 
       {filtered.length === 0 ? (
-        <div className="text-sm text-ctp-overlay2 p-4">No anime found</div>
+        <div className="text-sm text-ctp-overlay2 p-4">No titles found</div>
       ) : (
         <div className={`grid ${GRID_CLASSES[cardSize]} gap-4`}>
           {filtered.map((item) => (

stats/src/components/anime/EpisodeDetail.test.tsx

@@ -0,0 +1,60 @@
+import assert from 'node:assert/strict';
+import test from 'node:test';
+import { filterCardEvents } from './EpisodeDetail';
+import type { EpisodeCardEvent } from '../../types/stats';
+
+function makeEvent(over: Partial<EpisodeCardEvent> & { eventId: number }): EpisodeCardEvent {
+  return {
+    sessionId: 1,
+    tsMs: 0,
+    cardsDelta: 1,
+    noteIds: [],
+    ...over,
+  };
+}
+
+test('filterCardEvents: before load, returns all events unchanged', () => {
+  const ev1 = makeEvent({ eventId: 1, noteIds: [101] });
+  const ev2 = makeEvent({ eventId: 2, noteIds: [102] });
+  const noteInfos = new Map(); // empty — simulates pre-load state
+  const result = filterCardEvents([ev1, ev2], noteInfos, /* noteInfosLoaded */ false);
+  assert.equal(result.length, 2, 'should return both events before load');
+  assert.deepEqual(result[0]?.noteIds, [101]);
+  assert.deepEqual(result[1]?.noteIds, [102]);
+});
+
+test('filterCardEvents: after load, drops noteIds not in noteInfos', () => {
+  const ev1 = makeEvent({ eventId: 1, noteIds: [101] }); // survives
+  const ev2 = makeEvent({ eventId: 2, noteIds: [102] }); // deleted from Anki
+  const noteInfos = new Map([[101, { noteId: 101, expression: '食べる' }]]);
+  const result = filterCardEvents([ev1, ev2], noteInfos, /* noteInfosLoaded */ true);
+  assert.equal(result.length, 1, 'should drop event whose noteId was deleted from Anki');
+  assert.equal(result[0]?.eventId, 1);
+  assert.deepEqual(result[0]?.noteIds, [101]);
+});
+
+test('filterCardEvents: after load, legacy rollup events (empty noteIds, positive cardsDelta) are kept', () => {
+  const rollup = makeEvent({ eventId: 3, noteIds: [], cardsDelta: 5 });
+  const noteInfos = new Map<number, { noteId: number; expression: string }>();
+  const result = filterCardEvents([rollup], noteInfos, true);
+  assert.equal(result.length, 1, 'legacy rollup event should survive filtering');
+  assert.equal(result[0]?.cardsDelta, 5);
+});
+
+test('filterCardEvents: after load, event with multiple noteIds keeps surviving ones', () => {
+  const ev = makeEvent({ eventId: 4, noteIds: [201, 202, 203] });
+  const noteInfos = new Map([
+    [201, { noteId: 201, expression: 'A' }],
+    [203, { noteId: 203, expression: 'C' }],
+  ]);
+  const result = filterCardEvents([ev], noteInfos, true);
+  assert.equal(result.length, 1, 'event with surviving noteIds should be kept');
+  assert.deepEqual(result[0]?.noteIds, [201, 203], 'only surviving noteIds should remain');
+});
+
+test('filterCardEvents: after load, event where all noteIds deleted is dropped', () => {
+  const ev = makeEvent({ eventId: 5, noteIds: [301, 302] });
+  const noteInfos = new Map<number, { noteId: number; expression: string }>();
+  const result = filterCardEvents([ev], noteInfos, true);
+  assert.equal(result.length, 0, 'event with all noteIds deleted should be dropped');
+});

stats/src/components/anime/EpisodeDetail.tsx

@@ -16,10 +16,32 @@ interface NoteInfo {
   expression: string;
 }
 
+export function filterCardEvents(
+  cardEvents: EpisodeDetailData['cardEvents'],
+  noteInfos: Map<number, NoteInfo>,
+  noteInfosLoaded: boolean,
+): EpisodeDetailData['cardEvents'] {
+  if (!noteInfosLoaded) return cardEvents;
+  return cardEvents
+    .map((ev) => {
+      // Legacy rollup events: no noteIds, just a cardsDelta count — keep as-is.
+      if (ev.noteIds.length === 0) return ev;
+      const survivingNoteIds = ev.noteIds.filter((id) => noteInfos.has(id));
+      return { ...ev, noteIds: survivingNoteIds };
+    })
+    .filter((ev, i) => {
+      // If the event originally had noteIds, only keep it if some survived.
+      if ((cardEvents[i]?.noteIds.length ?? 0) > 0) return ev.noteIds.length > 0;
+      // Legacy rollup event (originally no noteIds): keep if it has a positive delta.
+      return ev.cardsDelta > 0;
+    });
+}
+
 export function EpisodeDetail({ videoId, onSessionDeleted }: EpisodeDetailProps) {
   const [data, setData] = useState<EpisodeDetailData | null>(null);
   const [loading, setLoading] = useState(true);
   const [noteInfos, setNoteInfos] = useState<Map<number, NoteInfo>>(new Map());
+  const [noteInfosLoaded, setNoteInfosLoaded] = useState(false);
 
   useEffect(() => {
     let cancelled = false;
@@ -41,8 +63,14 @@ export function EpisodeDetail({ videoId, onSessionDeleted }: EpisodeDetailProps)
                 map.set(note.noteId, { noteId: note.noteId, expression: expr });
               }
               setNoteInfos(map);
+              setNoteInfosLoaded(true);
             })
-            .catch((err) => console.warn('Failed to fetch Anki note info:', err));
+            .catch((err) => {
+              console.warn('Failed to fetch Anki note info:', err);
+              if (!cancelled) setNoteInfosLoaded(true);
+            });
+        } else {
+          if (!cancelled) setNoteInfosLoaded(true);
         }
       })
       .catch(() => {
@@ -72,6 +100,16 @@ export function EpisodeDetail({ videoId, onSessionDeleted }: EpisodeDetailProps)
 
   const { sessions, cardEvents } = data;
 
+  const filteredCardEvents = filterCardEvents(cardEvents, noteInfos, noteInfosLoaded);
+
+  const hiddenCardCount = noteInfosLoaded
+    ? cardEvents.reduce((sum, ev) => {
+        if (ev.noteIds.length === 0) return sum;
+        const surviving = ev.noteIds.filter((id) => noteInfos.has(id));
+        return sum + (ev.noteIds.length - surviving.length);
+      }, 0)
+    : 0;
+
   return (
     <div className="bg-ctp-mantle border border-ctp-surface1 rounded-lg">
       {sessions.length > 0 && (
@@ -106,11 +144,11 @@ export function EpisodeDetail({ videoId, onSessionDeleted }: EpisodeDetailProps)
         </div>
       )}
 
-      {cardEvents.length > 0 && (
+      {filteredCardEvents.length > 0 && (
         <div className="p-3 border-b border-ctp-surface1">
           <h4 className="text-xs font-semibold text-ctp-subtext0 mb-2">Cards Mined</h4>
           <div className="space-y-1.5">
-            {cardEvents.map((ev) => (
+            {filteredCardEvents.map((ev) => (
               <div key={ev.eventId} className="flex items-center gap-2 text-xs">
                 <span className="text-ctp-overlay2 shrink-0">{formatRelativeDate(ev.tsMs)}</span>
                 {ev.noteIds.length > 0 ? (
@@ -144,6 +182,11 @@ export function EpisodeDetail({ videoId, onSessionDeleted }: EpisodeDetailProps)
               </div>
             ))}
           </div>
+          {hiddenCardCount > 0 && (
+            <div className="px-3 pb-3 -mt-1 text-[10px] text-ctp-overlay2 italic">
+              {hiddenCardCount} {hiddenCardCount === 1 ? 'card' : 'cards'} hidden (deleted from Anki)
+            </div>
+          )}
         </div>
       )}
 

stats/src/components/library/LibraryTab.tsx

@@ -1,120 +0,0 @@
-import { useState, useMemo } from 'react';
-import { useMediaLibrary } from '../../hooks/useMediaLibrary';
-import { formatDuration, formatNumber } from '../../lib/formatters';
-import {
-  groupMediaLibraryItems,
-  summarizeMediaLibraryGroups,
-} from '../../lib/media-library-grouping';
-import { CoverImage } from './CoverImage';
-import { MediaCard } from './MediaCard';
-import { MediaDetailView } from './MediaDetailView';
-
-interface LibraryTabProps {
-  onNavigateToSession: (sessionId: number) => void;
-}
-
-export function LibraryTab({ onNavigateToSession }: LibraryTabProps) {
-  const { media, loading, error } = useMediaLibrary();
-  const [search, setSearch] = useState('');
-  const [selectedVideoId, setSelectedVideoId] = useState<number | null>(null);
-
-  const filtered = useMemo(() => {
-    if (!search.trim()) return media;
-    const q = search.toLowerCase();
-    return media.filter((m) => {
-      const haystacks = [
-        m.canonicalTitle,
-        m.videoTitle,
-        m.channelName,
-        m.uploaderId,
-        m.channelId,
-      ].filter(Boolean);
-      return haystacks.some((value) => value!.toLowerCase().includes(q));
-    });
-  }, [media, search]);
-  const grouped = useMemo(() => groupMediaLibraryItems(filtered), [filtered]);
-  const summary = useMemo(() => summarizeMediaLibraryGroups(grouped), [grouped]);
-
-  if (selectedVideoId !== null) {
-    return <MediaDetailView videoId={selectedVideoId} onBack={() => setSelectedVideoId(null)} />;
-  }
-
-  if (loading) return <div className="text-ctp-overlay2 p-4">Loading...</div>;
-  if (error) return <div className="text-ctp-red p-4">Error: {error}</div>;
-
-  return (
-    <div className="space-y-4">
-      <div className="flex items-center gap-3">
-        <input
-          type="text"
-          placeholder="Search titles..."
-          value={search}
-          onChange={(e) => setSearch(e.target.value)}
-          className="flex-1 bg-ctp-surface0 border border-ctp-surface1 rounded-lg px-3 py-2 text-sm text-ctp-text placeholder:text-ctp-overlay2 focus:outline-none focus:border-ctp-blue"
-        />
-        <div className="text-xs text-ctp-overlay2 shrink-0">
-          {grouped.length} group{grouped.length !== 1 ? 's' : ''} · {summary.totalVideos} video
-          {summary.totalVideos !== 1 ? 's' : ''} · {formatDuration(summary.totalMs)}
-        </div>
-      </div>
-
-      {filtered.length === 0 ? (
-        <div className="text-sm text-ctp-overlay2 p-4">No media found</div>
-      ) : (
-        <div className="space-y-6">
-          {grouped.map((group) => (
-            <section
-              key={group.key}
-              className="rounded-2xl border border-ctp-surface1 bg-ctp-surface0/70 overflow-hidden"
-            >
-              <div className="flex items-center gap-4 p-4 border-b border-ctp-surface1 bg-ctp-base/40">
-                <CoverImage
-                  videoId={group.items[0]!.videoId}
-                  title={group.title}
-                  src={group.imageUrl}
-                  className="w-16 h-16 rounded-2xl shrink-0"
-                />
-                <div className="min-w-0 flex-1">
-                  <div className="flex items-center gap-2">
-                    {group.channelUrl ? (
-                      <a
-                        href={group.channelUrl}
-                        target="_blank"
-                        rel="noreferrer"
-                        className="text-base font-semibold text-ctp-text truncate hover:text-ctp-blue transition-colors"
-                      >
-                        {group.title}
-                      </a>
-                    ) : (
-                      <h3 className="text-base font-semibold text-ctp-text truncate">
-                        {group.title}
-                      </h3>
-                    )}
-                  </div>
-                  {group.subtitle ? (
-                    <div className="text-xs text-ctp-overlay1 truncate mt-1">{group.subtitle}</div>
-                  ) : null}
-                  <div className="text-xs text-ctp-overlay2 mt-2">
-                    {group.items.length} video{group.items.length !== 1 ? 's' : ''} ·{' '}
-                    {formatDuration(group.totalActiveMs)} · {formatNumber(group.totalCards)} cards
-                  </div>
-                </div>
-              </div>
-              <div className="p-4">
-                <div className="grid grid-cols-2 sm:grid-cols-3 md:grid-cols-4 lg:grid-cols-5 gap-4">
-                  {group.items.map((item) => (
-                    <MediaCard
-                      key={item.videoId}
-                      item={item}
-                      onClick={() => setSelectedVideoId(item.videoId)}
-                    />
-                  ))}
-                </div>
-              </div>
-            </section>
-          ))}
-        </div>
-      )}
-    </div>
-  );
-}

stats/src/components/library/MediaDetailView.test.tsx

@@ -1,6 +1,8 @@
 import assert from 'node:assert/strict';
 import test from 'node:test';
-import { getRelatedCollectionLabel } from './MediaDetailView';
+import { renderToStaticMarkup } from 'react-dom/server';
+import { createElement } from 'react';
+import { getRelatedCollectionLabel, buildDeleteEpisodeHandler } from './MediaDetailView';
 
 test('getRelatedCollectionLabel returns View Channel for youtube-backed media', () => {
   assert.equal(
@@ -41,3 +43,85 @@ test('getRelatedCollectionLabel returns View Anime for non-youtube media', () =>
     'View Anime',
   );
 });
+
+test('buildDeleteEpisodeHandler calls deleteVideo then onBack when confirm returns true', async () => {
+  let deletedVideoId: number | null = null;
+  let onBackCalled = false;
+
+  const fakeApiClient = {
+    deleteVideo: async (id: number) => {
+      deletedVideoId = id;
+    },
+  };
+
+  const fakeConfirm = (_title: string) => true;
+
+  const handler = buildDeleteEpisodeHandler({
+    videoId: 42,
+    title: 'Test Episode',
+    apiClient: fakeApiClient as { deleteVideo: (id: number) => Promise<void> },
+    confirmFn: fakeConfirm,
+    onBack: () => {
+      onBackCalled = true;
+    },
+    setDeleteError: () => {},
+  });
+
+  await handler();
+  assert.equal(deletedVideoId, 42);
+  assert.equal(onBackCalled, true);
+});
+
+test('buildDeleteEpisodeHandler does nothing when confirm returns false', async () => {
+  let deletedVideoId: number | null = null;
+  let onBackCalled = false;
+
+  const fakeApiClient = {
+    deleteVideo: async (id: number) => {
+      deletedVideoId = id;
+    },
+  };
+
+  const fakeConfirm = (_title: string) => false;
+
+  const handler = buildDeleteEpisodeHandler({
+    videoId: 42,
+    title: 'Test Episode',
+    apiClient: fakeApiClient as { deleteVideo: (id: number) => Promise<void> },
+    confirmFn: fakeConfirm,
+    onBack: () => {
+      onBackCalled = true;
+    },
+    setDeleteError: () => {},
+  });
+
+  await handler();
+  assert.equal(deletedVideoId, null);
+  assert.equal(onBackCalled, false);
+});
+
+test('buildDeleteEpisodeHandler sets error when deleteVideo throws', async () => {
+  let capturedError: string | null = null;
+
+  const fakeApiClient = {
+    deleteVideo: async (_id: number) => {
+      throw new Error('Network failure');
+    },
+  };
+
+  const fakeConfirm = (_title: string) => true;
+
+  const handler = buildDeleteEpisodeHandler({
+    videoId: 42,
+    title: 'Test Episode',
+    apiClient: fakeApiClient as { deleteVideo: (id: number) => Promise<void> },
+    confirmFn: fakeConfirm,
+    onBack: () => {},
+    setDeleteError: (msg) => {
+      capturedError = msg;
+    },
+  });
+
+  await handler();
+  assert.equal(capturedError, 'Network failure');
+});

stats/src/components/library/MediaDetailView.tsx

@@ -1,12 +1,34 @@
 import { useEffect, useState } from 'react';
 import { useMediaDetail } from '../../hooks/useMediaDetail';
 import { apiClient } from '../../lib/api-client';
-import { confirmSessionDelete } from '../../lib/delete-confirm';
+import { confirmSessionDelete, confirmEpisodeDelete } from '../../lib/delete-confirm';
 import { getSessionDisplayWordCount } from '../../lib/session-word-count';
 import { MediaHeader } from './MediaHeader';
 import { MediaSessionList } from './MediaSessionList';
 import type { MediaDetailData, SessionSummary } from '../../types/stats';
 
+interface DeleteEpisodeHandlerOptions {
+  videoId: number;
+  title: string;
+  apiClient: { deleteVideo: (id: number) => Promise<void> };
+  confirmFn: (title: string) => boolean;
+  onBack: () => void;
+  setDeleteError: (msg: string | null) => void;
+}
+
+export function buildDeleteEpisodeHandler(opts: DeleteEpisodeHandlerOptions): () => Promise<void> {
+  return async () => {
+    if (!opts.confirmFn(opts.title)) return;
+    opts.setDeleteError(null);
+    try {
+      await opts.apiClient.deleteVideo(opts.videoId);
+      opts.onBack();
+    } catch (err) {
+      opts.setDeleteError(err instanceof Error ? err.message : 'Failed to delete episode.');
+    }
+  };
+}
+
 export function getRelatedCollectionLabel(detail: MediaDetailData['detail']): string {
   if (detail?.channelName?.trim()) {
     return 'View Channel';
@@ -79,6 +101,15 @@ export function MediaDetailView({
     }
   };
 
+  const handleDeleteEpisode = buildDeleteEpisodeHandler({
+    videoId,
+    title: detail.canonicalTitle,
+    apiClient,
+    confirmFn: confirmEpisodeDelete,
+    onBack,
+    setDeleteError,
+  });
+
   return (
     <div className="space-y-4">
       <div className="flex items-center justify-between">
@@ -99,7 +130,7 @@ export function MediaDetailView({
           </button>
         ) : null}
       </div>
-      <MediaHeader detail={detail} />
+      <MediaHeader detail={detail} onDeleteEpisode={handleDeleteEpisode} />
       {deleteError ? <div className="text-sm text-ctp-red">{deleteError}</div> : null}
       <MediaSessionList
         sessions={sessions}

stats/src/components/library/MediaHeader.tsx

@@ -12,9 +12,14 @@ interface MediaHeaderProps {
     totalUniqueWords: number;
     knownWordCount: number;
   } | null;
+  onDeleteEpisode?: () => void;
 }
 
-export function MediaHeader({ detail, initialKnownWordsSummary = null }: MediaHeaderProps) {
+export function MediaHeader({
+  detail,
+  initialKnownWordsSummary = null,
+  onDeleteEpisode,
+}: MediaHeaderProps) {
   const knownTokenRate =
     detail.totalLookupCount > 0 ? detail.totalLookupHits / detail.totalLookupCount : null;
   const avgSessionMs =
@@ -50,7 +55,18 @@ export function MediaHeader({ detail, initialKnownWordsSummary = null }: MediaHe
         className="w-32 h-44 rounded-lg shrink-0"
       />
       <div className="flex-1 min-w-0">
-        <h2 className="text-lg font-bold text-ctp-text truncate">{detail.canonicalTitle}</h2>
+        <div className="flex items-start justify-between gap-2">
+          <h2 className="text-lg font-bold text-ctp-text truncate">{detail.canonicalTitle}</h2>
+          {onDeleteEpisode != null ? (
+            <button
+              type="button"
+              onClick={onDeleteEpisode}
+              className="shrink-0 text-xs text-ctp-red hover:opacity-75 transition-opacity"
+            >
+              Delete Episode
+            </button>
+          ) : null}
+        </div>
         {detail.channelName ? (
           <div className="mt-1 text-sm text-ctp-subtext1 truncate">
             {detail.channelUrl ? (

stats/src/components/overview/HeroStats.tsx

@@ -36,7 +36,7 @@ export function HeroStats({ summary, sessions }: HeroStatsProps) {
       />
       <StatCard label="Current Streak" value={`${summary.streakDays}d`} color="text-ctp-peach" />
       <StatCard
-        label="Active Anime"
+        label="Active Titles"
         value={formatNumber(summary.activeAnimeCount)}
         color="text-ctp-mauve"
       />

stats/src/components/overview/TrackingSnapshot.tsx

@@ -71,7 +71,7 @@ export function TrackingSnapshot({
             </div>
           </div>
         </Tooltip>
-        <Tooltip text="Total unique episodes (videos) watched across all anime">
+        <Tooltip text="Total unique videos watched across all titles in your library">
           <div className="rounded-lg bg-ctp-surface1/60 p-3">
             <div className="text-xs uppercase tracking-wide text-ctp-overlay2">Episodes</div>
             <div className="mt-1 text-xl font-semibold font-mono tabular-nums text-ctp-blue">
@@ -79,9 +79,9 @@ export function TrackingSnapshot({
             </div>
           </div>
         </Tooltip>
-        <Tooltip text="Number of anime series fully completed">
+        <Tooltip text="Number of titles fully completed">
           <div className="rounded-lg bg-ctp-surface1/60 p-3">
-            <div className="text-xs uppercase tracking-wide text-ctp-overlay2">Anime</div>
+            <div className="text-xs uppercase tracking-wide text-ctp-overlay2">Titles</div>
             <div className="mt-1 text-xl font-semibold font-mono tabular-nums text-ctp-sapphire">
               {formatNumber(summary.totalAnimeCompleted)}
             </div>

stats/src/components/overview/WatchTimeChart.tsx

@@ -1,7 +1,15 @@
 import { useState } from 'react';
-import { BarChart, Bar, XAxis, YAxis, Tooltip, ResponsiveContainer } from 'recharts';
+import {
+  BarChart,
+  Bar,
+  CartesianGrid,
+  XAxis,
+  YAxis,
+  Tooltip,
+  ResponsiveContainer,
+} from 'recharts';
 import { epochDayToDate } from '../../lib/formatters';
-import { CHART_THEME } from '../../lib/chart-theme';
+import { CHART_DEFAULTS, CHART_THEME, TOOLTIP_CONTENT_STYLE } from '../../lib/chart-theme';
 import type { DailyRollup } from '../../types/stats';
 
 interface WatchTimeChartProps {
@@ -52,28 +60,23 @@ export function WatchTimeChart({ rollups }: WatchTimeChartProps) {
           ))}
         </div>
       </div>
-      <ResponsiveContainer width="100%" height={160}>
-        <BarChart data={chartData}>
+      <ResponsiveContainer width="100%" height={CHART_DEFAULTS.height}>
+        <BarChart data={chartData} margin={CHART_DEFAULTS.margin}>
+          <CartesianGrid stroke={CHART_THEME.grid} {...CHART_DEFAULTS.grid} />
           <XAxis
             dataKey="date"
-            tick={{ fontSize: 10, fill: CHART_THEME.tick }}
-            axisLine={false}
+            tick={{ fontSize: CHART_DEFAULTS.tickFontSize, fill: CHART_THEME.tick }}
+            axisLine={{ stroke: CHART_THEME.axisLine }}
             tickLine={false}
           />
           <YAxis
-            tick={{ fontSize: 10, fill: CHART_THEME.tick }}
-            axisLine={false}
+            tick={{ fontSize: CHART_DEFAULTS.tickFontSize, fill: CHART_THEME.tick }}
+            axisLine={{ stroke: CHART_THEME.axisLine }}
             tickLine={false}
-            width={30}
+            width={32}
           />
           <Tooltip
-            contentStyle={{
-              background: CHART_THEME.tooltipBg,
-              border: `1px solid ${CHART_THEME.tooltipBorder}`,
-              borderRadius: 6,
-              color: CHART_THEME.tooltipText,
-              fontSize: 12,
-            }}
+            contentStyle={TOOLTIP_CONTENT_STYLE}
             labelStyle={{ color: CHART_THEME.tooltipLabel }}
             formatter={formatActiveMinutes}
           />

stats/src/components/sessions/SessionRow.tsx

@@ -120,7 +120,7 @@ export function SessionRow({
           }}
           aria-label={`View overview for ${session.canonicalTitle ?? 'Unknown Media'}`}
           className="absolute right-10 top-1/2 -translate-y-1/2 w-5 h-5 rounded border border-ctp-surface2 text-transparent hover:border-ctp-blue/50 hover:text-ctp-blue hover:bg-ctp-blue/10 transition-colors opacity-0 group-hover:opacity-100 focus:opacity-100 flex items-center justify-center"
-          title="View anime overview"
+          title="View in Library"
         >
           {'\u2197'}
         </button>

stats/src/components/sessions/SessionsTab.test.tsx

@@ -0,0 +1,156 @@
+import assert from 'node:assert/strict';
+import test from 'node:test';
+import type { SessionBucket } from '../../lib/session-grouping';
+import type { SessionSummary } from '../../types/stats';
+import { buildBucketDeleteHandler } from './SessionsTab';
+
+function makeSession(over: Partial<SessionSummary>): SessionSummary {
+  return {
+    sessionId: 1,
+    videoId: 100,
+    canonicalTitle: 'Episode 1',
+    startedAtMs: 1_000_000,
+    endedAtMs: 1_060_000,
+    activeWatchedMs: 60_000,
+    cardsMined: 1,
+    linesSeen: 10,
+    lookupCount: 5,
+    lookupHits: 3,
+    knownWordsSeen: 5,
+    ...over,
+  } as SessionSummary;
+}
+
+function makeBucket(sessions: SessionSummary[]): SessionBucket {
+  const sorted = [...sessions].sort((a, b) => b.startedAtMs - a.startedAtMs);
+  return {
+    key: `v-${sorted[0]!.videoId}`,
+    videoId: sorted[0]!.videoId ?? null,
+    sessions: sorted,
+    totalActiveMs: sorted.reduce((s, x) => s + x.activeWatchedMs, 0),
+    totalCardsMined: sorted.reduce((s, x) => s + x.cardsMined, 0),
+    representativeSession: sorted[0]!,
+  };
+}
+
+test('buildBucketDeleteHandler deletes every session in the bucket when confirm returns true', async () => {
+  let deleted: number[] | null = null;
+  let onSuccessCalledWith: number[] | null = null;
+  let onErrorCalled = false;
+
+  const bucket = makeBucket([
+    makeSession({ sessionId: 11, startedAtMs: 2_000_000 }),
+    makeSession({ sessionId: 22, startedAtMs: 3_000_000 }),
+    makeSession({ sessionId: 33, startedAtMs: 4_000_000 }),
+  ]);
+
+  const handler = buildBucketDeleteHandler({
+    bucket,
+    apiClient: {
+      deleteSessions: async (ids: number[]) => {
+        deleted = ids;
+      },
+    },
+    confirm: (title, count) => {
+      assert.equal(title, 'Episode 1');
+      assert.equal(count, 3);
+      return true;
+    },
+    onSuccess: (ids) => {
+      onSuccessCalledWith = ids;
+    },
+    onError: () => {
+      onErrorCalled = true;
+    },
+  });
+
+  await handler();
+
+  assert.deepEqual(deleted, [33, 22, 11]);
+  assert.deepEqual(onSuccessCalledWith, [33, 22, 11]);
+  assert.equal(onErrorCalled, false);
+});
+
+test('buildBucketDeleteHandler is a no-op when confirm returns false', async () => {
+  let deleteCalled = false;
+  let successCalled = false;
+
+  const bucket = makeBucket([
+    makeSession({ sessionId: 1 }),
+    makeSession({ sessionId: 2 }),
+  ]);
+
+  const handler = buildBucketDeleteHandler({
+    bucket,
+    apiClient: {
+      deleteSessions: async () => {
+        deleteCalled = true;
+      },
+    },
+    confirm: () => false,
+    onSuccess: () => {
+      successCalled = true;
+    },
+    onError: () => {},
+  });
+
+  await handler();
+
+  assert.equal(deleteCalled, false);
+  assert.equal(successCalled, false);
+});
+
+test('buildBucketDeleteHandler reports errors via onError without calling onSuccess', async () => {
+  let errorMessage: string | null = null;
+  let successCalled = false;
+
+  const bucket = makeBucket([
+    makeSession({ sessionId: 1 }),
+    makeSession({ sessionId: 2 }),
+  ]);
+
+  const handler = buildBucketDeleteHandler({
+    bucket,
+    apiClient: {
+      deleteSessions: async () => {
+        throw new Error('boom');
+      },
+    },
+    confirm: () => true,
+    onSuccess: () => {
+      successCalled = true;
+    },
+    onError: (message) => {
+      errorMessage = message;
+    },
+  });
+
+  await handler();
+
+  assert.equal(errorMessage, 'boom');
+  assert.equal(successCalled, false);
+});
+
+test('buildBucketDeleteHandler falls back to a generic title when canonicalTitle is null', async () => {
+  let seenTitle: string | null = null;
+
+  const bucket = makeBucket([
+    makeSession({ sessionId: 1, canonicalTitle: null }),
+    makeSession({ sessionId: 2, canonicalTitle: null }),
+  ]);
+
+  const handler = buildBucketDeleteHandler({
+    bucket,
+    apiClient: { deleteSessions: async () => {} },
+    confirm: (title) => {
+      seenTitle = title;
+      return false;
+    },
+    onSuccess: () => {},
+    onError: () => {},
+  });
+
+  await handler();
+
+  assert.equal(seenTitle, 'this episode');
+});

stats/src/components/sessions/SessionsTab.tsx

@@ -3,8 +3,9 @@ import { useSessions } from '../../hooks/useSessions';
 import { SessionRow } from './SessionRow';
 import { SessionDetail } from './SessionDetail';
 import { apiClient } from '../../lib/api-client';
-import { confirmSessionDelete } from '../../lib/delete-confirm';
-import { formatSessionDayLabel } from '../../lib/formatters';
+import { confirmBucketDelete, confirmSessionDelete } from '../../lib/delete-confirm';
+import { formatDuration, formatNumber, formatSessionDayLabel } from '../../lib/formatters';
+import { groupSessionsByVideo, type SessionBucket } from '../../lib/session-grouping';
 import type { SessionSummary } from '../../types/stats';
 
 function groupSessionsByDay(sessions: SessionSummary[]): Map<string, SessionSummary[]> {
@@ -23,6 +24,35 @@ function groupSessionsByDay(sessions: SessionSummary[]): Map<string, SessionSumm
   return groups;
 }
 
+export interface BucketDeleteDeps {
+  bucket: SessionBucket;
+  apiClient: { deleteSessions: (ids: number[]) => Promise<void> };
+  confirm: (title: string, count: number) => boolean;
+  onSuccess: (deletedIds: number[]) => void;
+  onError: (message: string) => void;
+}
+
+/**
+ * Build a handler that deletes every session in a bucket after confirmation.
+ *
+ * Extracted as a pure factory so the deletion flow can be unit-tested without
+ * rendering the full SessionsTab or mocking React state.
+ */
+export function buildBucketDeleteHandler(deps: BucketDeleteDeps): () => Promise<void> {
+  const { bucket, apiClient: client, confirm, onSuccess, onError } = deps;
+  return async () => {
+    const title = bucket.representativeSession.canonicalTitle ?? 'this episode';
+    const ids = bucket.sessions.map((s) => s.sessionId);
+    if (!confirm(title, ids.length)) return;
+    try {
+      await client.deleteSessions(ids);
+      onSuccess(ids);
+    } catch (err) {
+      onError(err instanceof Error ? err.message : 'Failed to delete sessions.');
+    }
+  };
+}
+
 interface SessionsTabProps {
   initialSessionId?: number | null;
   onClearInitialSession?: () => void;
@@ -36,10 +66,12 @@ export function SessionsTab({
 }: SessionsTabProps = {}) {
   const { sessions, loading, error } = useSessions();
   const [expandedId, setExpandedId] = useState<number | null>(null);
+  const [expandedBuckets, setExpandedBuckets] = useState<Set<string>>(() => new Set());
   const [search, setSearch] = useState('');
   const [visibleSessions, setVisibleSessions] = useState<SessionSummary[]>([]);
   const [deleteError, setDeleteError] = useState<string | null>(null);
   const [deletingSessionId, setDeletingSessionId] = useState<number | null>(null);
+  const [deletingBucketKey, setDeletingBucketKey] = useState<string | null>(null);
 
   useEffect(() => {
     setVisibleSessions(sessions);
@@ -76,7 +108,16 @@ export function SessionsTab({
     return visibleSessions.filter((s) => s.canonicalTitle?.toLowerCase().includes(q));
   }, [visibleSessions, search]);
 
-  const groups = useMemo(() => groupSessionsByDay(filtered), [filtered]);
+  const dayGroups = useMemo(() => groupSessionsByDay(filtered), [filtered]);
+
+  const toggleBucket = (key: string) => {
+    setExpandedBuckets((prev) => {
+      const next = new Set(prev);
+      if (next.has(key)) next.delete(key);
+      else next.add(key);
+      return next;
+    });
+  };
 
   const handleDeleteSession = async (session: SessionSummary) => {
     if (!confirmSessionDelete()) return;
@@ -94,6 +135,33 @@ export function SessionsTab({
     }
   };
 
+  const handleDeleteBucket = async (bucket: SessionBucket) => {
+    setDeleteError(null);
+    setDeletingBucketKey(bucket.key);
+    const handler = buildBucketDeleteHandler({
+      bucket,
+      apiClient,
+      confirm: confirmBucketDelete,
+      onSuccess: (ids) => {
+        const deleted = new Set(ids);
+        setVisibleSessions((prev) => prev.filter((s) => !deleted.has(s.sessionId)));
+        setExpandedId((prev) => (prev != null && deleted.has(prev) ? null : prev));
+        setExpandedBuckets((prev) => {
+          if (!prev.has(bucket.key)) return prev;
+          const next = new Set(prev);
+          next.delete(bucket.key);
+          return next;
+        });
+      },
+      onError: (message) => setDeleteError(message),
+    });
+    try {
+      await handler();
+    } finally {
+      setDeletingBucketKey(null);
+    }
+  };
+
   if (loading) return <div className="text-ctp-overlay2 p-4">Loading...</div>;
   if (error) return <div className="text-ctp-red p-4">Error: {error}</div>;
 
@@ -110,39 +178,122 @@ export function SessionsTab({
 
       {deleteError ? <div className="text-sm text-ctp-red">{deleteError}</div> : null}
 
-      {Array.from(groups.entries()).map(([dayLabel, daySessions]) => (
-        <div key={dayLabel}>
-          <div className="flex items-center gap-3 mb-2">
-            <h3 className="text-xs font-semibold text-ctp-overlay2 uppercase tracking-widest shrink-0">
-              {dayLabel}
-            </h3>
-            <div className="flex-1 h-px bg-gradient-to-r from-ctp-surface1 to-transparent" />
-          </div>
-          <div className="space-y-2">
-            {daySessions.map((s) => {
-              const detailsId = `session-details-${s.sessionId}`;
-              return (
-                <div key={s.sessionId}>
-                  <SessionRow
-                    session={s}
-                    isExpanded={expandedId === s.sessionId}
-                    detailsId={detailsId}
-                    onToggle={() => setExpandedId(expandedId === s.sessionId ? null : s.sessionId)}
-                    onDelete={() => void handleDeleteSession(s)}
-                    deleteDisabled={deletingSessionId === s.sessionId}
-                    onNavigateToMediaDetail={onNavigateToMediaDetail}
-                  />
-                  {expandedId === s.sessionId && (
-                    <div id={detailsId}>
-                      <SessionDetail session={s} />
+      {Array.from(dayGroups.entries()).map(([dayLabel, daySessions]) => {
+        const buckets = groupSessionsByVideo(daySessions);
+        return (
+          <div key={dayLabel}>
+            <div className="flex items-center gap-3 mb-2">
+              <h3 className="text-xs font-semibold text-ctp-overlay2 uppercase tracking-widest shrink-0">
+                {dayLabel}
+              </h3>
+              <div className="flex-1 h-px bg-gradient-to-r from-ctp-surface1 to-transparent" />
+            </div>
+            <div className="space-y-2">
+              {buckets.map((bucket) => {
+                if (bucket.sessions.length === 1) {
+                  const s = bucket.sessions[0]!;
+                  const detailsId = `session-details-${s.sessionId}`;
+                  return (
+                    <div key={bucket.key}>
+                      <SessionRow
+                        session={s}
+                        isExpanded={expandedId === s.sessionId}
+                        detailsId={detailsId}
+                        onToggle={() =>
+                          setExpandedId(expandedId === s.sessionId ? null : s.sessionId)
+                        }
+                        onDelete={() => void handleDeleteSession(s)}
+                        deleteDisabled={deletingSessionId === s.sessionId}
+                        onNavigateToMediaDetail={onNavigateToMediaDetail}
+                      />
+                      {expandedId === s.sessionId && (
+                        <div id={detailsId}>
+                          <SessionDetail session={s} />
+                        </div>
+                      )}
                     </div>
-                  )}
-                </div>
-              );
-            })}
+                  );
+                }
+
+                const bucketBodyId = `session-bucket-${bucket.key}`;
+                const isExpanded = expandedBuckets.has(bucket.key);
+                const title = bucket.representativeSession.canonicalTitle ?? 'Unknown Media';
+                const deleteDisabled = deletingBucketKey === bucket.key;
+                return (
+                  <div key={bucket.key}>
+                    <div className="relative group flex items-stretch gap-2">
+                      <button
+                        type="button"
+                        onClick={() => toggleBucket(bucket.key)}
+                        aria-expanded={isExpanded}
+                        aria-controls={bucketBodyId}
+                        className="flex-1 bg-ctp-surface0 border border-ctp-surface1 rounded-lg p-3 flex items-center gap-3 hover:border-ctp-surface2 transition-colors text-left"
+                      >
+                        <div
+                          aria-hidden="true"
+                          className={`text-ctp-overlay2 text-xs shrink-0 transition-transform ${
+                            isExpanded ? 'rotate-90' : ''
+                          }`}
+                        >
+                          {'\u25B6'}
+                        </div>
+                        <div className="min-w-0 flex-1">
+                          <div className="text-sm font-medium text-ctp-text truncate">{title}</div>
+                          <div className="text-xs text-ctp-overlay2">
+                            {bucket.sessions.length} session
+                            {bucket.sessions.length === 1 ? '' : 's'} ·{' '}
+                            {formatDuration(bucket.totalActiveMs)} active ·{' '}
+                            {formatNumber(bucket.totalCardsMined)} cards
+                          </div>
+                        </div>
+                      </button>
+                      <button
+                        type="button"
+                        onClick={() => void handleDeleteBucket(bucket)}
+                        disabled={deleteDisabled}
+                        aria-label={`Delete all ${bucket.sessions.length} sessions of ${title}`}
+                        title="Delete all sessions in this group"
+                        className="shrink-0 w-8 rounded-lg border border-ctp-surface1 bg-ctp-surface0 text-ctp-overlay2 hover:border-ctp-red/50 hover:text-ctp-red hover:bg-ctp-red/10 transition-colors flex items-center justify-center disabled:opacity-40 disabled:cursor-not-allowed opacity-0 group-hover:opacity-100 focus:opacity-100"
+                      >
+                        {'\u2715'}
+                      </button>
+                    </div>
+                    {isExpanded && (
+                      <div id={bucketBodyId} className="mt-2 ml-6 space-y-2">
+                        {bucket.sessions.map((s) => {
+                          const detailsId = `session-details-${s.sessionId}`;
+                          return (
+                            <div key={s.sessionId}>
+                              <SessionRow
+                                session={s}
+                                isExpanded={expandedId === s.sessionId}
+                                detailsId={detailsId}
+                                onToggle={() =>
+                                  setExpandedId(
+                                    expandedId === s.sessionId ? null : s.sessionId,
+                                  )
+                                }
+                                onDelete={() => void handleDeleteSession(s)}
+                                deleteDisabled={deletingSessionId === s.sessionId}
+                                onNavigateToMediaDetail={onNavigateToMediaDetail}
+                              />
+                              {expandedId === s.sessionId && (
+                                <div id={detailsId}>
+                                  <SessionDetail session={s} />
+                                </div>
+                              )}
+                            </div>
+                          );
+                        })}
+                      </div>
+                    )}
+                  </div>
+                );
+              })}
+            </div>
           </div>
-        </div>
-      ))}
+        );
+      })}
 
       {filtered.length === 0 && (
         <div className="text-ctp-overlay2 text-sm">

stats/src/components/trends/DateRangeSelector.tsx

@@ -53,7 +53,7 @@ export function DateRangeSelector({
     <div className="flex items-center gap-4 text-sm">
       <SegmentedControl
         label="Range"
-        options={['7d', '30d', '90d', 'all'] as TimeRange[]}
+        options={['7d', '30d', '90d', '365d', 'all'] as TimeRange[]}
         value={range}
         onChange={onRangeChange}
         formatLabel={(r) => (r === 'all' ? 'All' : r)}

stats/src/components/trends/StackedTrendChart.tsx

@@ -1,4 +1,13 @@
-import { AreaChart, Area, XAxis, YAxis, Tooltip, ResponsiveContainer } from 'recharts';
+import {
+  AreaChart,
+  Area,
+  CartesianGrid,
+  XAxis,
+  YAxis,
+  Tooltip,
+  ResponsiveContainer,
+} from 'recharts';
+import { CHART_DEFAULTS, CHART_THEME, TOOLTIP_CONTENT_STYLE } from '../../lib/chart-theme';
 import { epochDayToDate } from '../../lib/formatters';
 
 export interface PerAnimeDataPoint {
@@ -64,14 +73,6 @@ export function StackedTrendChart({ title, data, colorPalette }: StackedTrendCha
   const { points, seriesKeys } = buildLineData(data);
   const colors = colorPalette ?? DEFAULT_LINE_COLORS;
 
-  const tooltipStyle = {
-    background: '#363a4f',
-    border: '1px solid #494d64',
-    borderRadius: 6,
-    color: '#cad3f5',
-    fontSize: 12,
-  };
-
   if (points.length === 0) {
     return (
       <div className="bg-ctp-surface0 border border-ctp-surface1 rounded-lg p-4">
@@ -84,21 +85,22 @@ export function StackedTrendChart({ title, data, colorPalette }: StackedTrendCha
   return (
     <div className="bg-ctp-surface0 border border-ctp-surface1 rounded-lg p-4">
       <h3 className="text-xs font-semibold text-ctp-text mb-2">{title}</h3>
-      <ResponsiveContainer width="100%" height={120}>
-        <AreaChart data={points}>
+      <ResponsiveContainer width="100%" height={CHART_DEFAULTS.height}>
+        <AreaChart data={points} margin={CHART_DEFAULTS.margin}>
+          <CartesianGrid stroke={CHART_THEME.grid} {...CHART_DEFAULTS.grid} />
           <XAxis
             dataKey="label"
-            tick={{ fontSize: 9, fill: '#a5adcb' }}
-            axisLine={false}
+            tick={{ fontSize: CHART_DEFAULTS.tickFontSize, fill: CHART_THEME.tick }}
+            axisLine={{ stroke: CHART_THEME.axisLine }}
             tickLine={false}
           />
           <YAxis
-            tick={{ fontSize: 9, fill: '#a5adcb' }}
-            axisLine={false}
+            tick={{ fontSize: CHART_DEFAULTS.tickFontSize, fill: CHART_THEME.tick }}
+            axisLine={{ stroke: CHART_THEME.axisLine }}
             tickLine={false}
-            width={28}
+            width={32}
           />
-          <Tooltip contentStyle={tooltipStyle} />
+          <Tooltip contentStyle={TOOLTIP_CONTENT_STYLE} />
           {seriesKeys.map((key, i) => (
             <Area
               key={key}

stats/src/components/trends/TrendChart.tsx

@@ -6,8 +6,10 @@ import {
   XAxis,
   YAxis,
   Tooltip,
+  CartesianGrid,
   ResponsiveContainer,
 } from 'recharts';
+import { CHART_DEFAULTS, CHART_THEME, TOOLTIP_CONTENT_STYLE } from '../../lib/chart-theme';
 
 interface TrendChartProps {
   title: string;
@@ -19,35 +21,29 @@ interface TrendChartProps {
 }
 
 export function TrendChart({ title, data, color, type, formatter, onBarClick }: TrendChartProps) {
-  const tooltipStyle = {
-    background: '#363a4f',
-    border: '1px solid #494d64',
-    borderRadius: 6,
-    color: '#cad3f5',
-    fontSize: 12,
-  };
-
   const formatValue = (v: number) => (formatter ? [formatter(v), title] : [String(v), title]);
 
   return (
     <div className="bg-ctp-surface0 border border-ctp-surface1 rounded-lg p-4">
       <h3 className="text-xs font-semibold text-ctp-text mb-2">{title}</h3>
-      <ResponsiveContainer width="100%" height={120}>
+      <ResponsiveContainer width="100%" height={CHART_DEFAULTS.height}>
         {type === 'bar' ? (
-          <BarChart data={data}>
+          <BarChart data={data} margin={CHART_DEFAULTS.margin}>
+            <CartesianGrid stroke={CHART_THEME.grid} {...CHART_DEFAULTS.grid} />
             <XAxis
               dataKey="label"
-              tick={{ fontSize: 9, fill: '#a5adcb' }}
-              axisLine={false}
+              tick={{ fontSize: CHART_DEFAULTS.tickFontSize, fill: CHART_THEME.tick }}
+              axisLine={{ stroke: CHART_THEME.axisLine }}
               tickLine={false}
             />
             <YAxis
-              tick={{ fontSize: 9, fill: '#a5adcb' }}
-              axisLine={false}
+              tick={{ fontSize: CHART_DEFAULTS.tickFontSize, fill: CHART_THEME.tick }}
+              axisLine={{ stroke: CHART_THEME.axisLine }}
               tickLine={false}
-              width={28}
+              width={32}
+              tickFormatter={formatter}
             />
-            <Tooltip contentStyle={tooltipStyle} formatter={formatValue} />
+            <Tooltip contentStyle={TOOLTIP_CONTENT_STYLE} formatter={formatValue} />
             <Bar
               dataKey="value"
               fill={color}
@@ -59,20 +55,22 @@ export function TrendChart({ title, data, color, type, formatter, onBarClick }:
             />
           </BarChart>
         ) : (
-          <LineChart data={data}>
+          <LineChart data={data} margin={CHART_DEFAULTS.margin}>
+            <CartesianGrid stroke={CHART_THEME.grid} {...CHART_DEFAULTS.grid} />
             <XAxis
               dataKey="label"
-              tick={{ fontSize: 9, fill: '#a5adcb' }}
-              axisLine={false}
+              tick={{ fontSize: CHART_DEFAULTS.tickFontSize, fill: CHART_THEME.tick }}
+              axisLine={{ stroke: CHART_THEME.axisLine }}
               tickLine={false}
             />
             <YAxis
-              tick={{ fontSize: 9, fill: '#a5adcb' }}
-              axisLine={false}
+              tick={{ fontSize: CHART_DEFAULTS.tickFontSize, fill: CHART_THEME.tick }}
+              axisLine={{ stroke: CHART_THEME.axisLine }}
               tickLine={false}
-              width={28}
+              width={32}
+              tickFormatter={formatter}
             />
-            <Tooltip contentStyle={tooltipStyle} formatter={formatValue} />
+            <Tooltip contentStyle={TOOLTIP_CONTENT_STYLE} formatter={formatValue} />
             <Line dataKey="value" stroke={color} strokeWidth={2} dot={false} />
           </LineChart>
         )}

stats/src/components/trends/TrendsTab.tsx

@@ -221,7 +221,7 @@ export function TrendsTab() {
           type="line"
         />
 
-        <SectionHeader>Anime — Per Day</SectionHeader>
+        <SectionHeader>Library — Per Day</SectionHeader>
         <AnimeVisibilityFilter
           animeTitles={animeTitles}
           hiddenAnime={activeHiddenAnime}
@@ -239,21 +239,21 @@ export function TrendsTab() {
             })
           }
         />
-        <StackedTrendChart title="Episodes per Anime" data={filteredEpisodesPerAnime} />
-        <StackedTrendChart title="Watch Time per Anime (min)" data={filteredWatchTimePerAnime} />
+        <StackedTrendChart title="Videos per Title" data={filteredEpisodesPerAnime} />
+        <StackedTrendChart title="Watch Time per Title (min)" data={filteredWatchTimePerAnime} />
         <StackedTrendChart
-          title="Cards Mined per Anime"
+          title="Cards Mined per Title"
           data={filteredCardsPerAnime}
           colorPalette={cardsMinedStackedColors}
         />
-        <StackedTrendChart title="Words Seen per Anime" data={filteredWordsPerAnime} />
-        <StackedTrendChart title="Lookups per Anime" data={filteredLookupsPerAnime} />
+        <StackedTrendChart title="Words Seen per Title" data={filteredWordsPerAnime} />
+        <StackedTrendChart title="Lookups per Title" data={filteredLookupsPerAnime} />
         <StackedTrendChart
-          title="Lookups/100w per Anime"
+          title="Lookups/100w per Title"
           data={filteredLookupsPerHundredPerAnime}
         />
 
-        <SectionHeader>Anime — Cumulative</SectionHeader>
+        <SectionHeader>Library — Cumulative</SectionHeader>
         <StackedTrendChart title="Watch Time Progress (min)" data={filteredWatchTimeProgress} />
         <StackedTrendChart title="Episodes Progress" data={filteredAnimeProgress} />
         <StackedTrendChart

stats/src/components/vocabulary/CrossAnimeWordsTable.tsx

@@ -72,7 +72,7 @@ export function CrossAnimeWordsTable({
           >
             {'\u25B6'}
           </span>
-          Words In Multiple Anime
+          Words Across Multiple Titles
         </button>
         <div className="flex items-center gap-3">
           {hasKnownData && (
@@ -97,8 +97,8 @@ export function CrossAnimeWordsTable({
       {collapsed ? null : ranked.length === 0 ? (
         <div className="text-xs text-ctp-overlay2 mt-3">
           {hideKnown
-            ? 'All multi-anime words are already known!'
-            : 'No words found across multiple anime.'}
+            ? 'All words that span multiple titles are already known!'
+            : 'No words found across multiple titles.'}
         </div>
       ) : (
         <>
@@ -109,7 +109,7 @@ export function CrossAnimeWordsTable({
                   <th className="text-left py-2 pr-3 font-medium">Word</th>
                   <th className="text-left py-2 pr-3 font-medium">Reading</th>
                   <th className="text-left py-2 pr-3 font-medium w-20">POS</th>
-                  <th className="text-right py-2 pr-3 font-medium w-16">Anime</th>
+                  <th className="text-right py-2 pr-3 font-medium w-16">Titles</th>
                   <th className="text-right py-2 font-medium w-16">Seen</th>
                 </tr>
               </thead>

stats/src/components/vocabulary/FrequencyRankTable.test.tsx

@@ -0,0 +1,40 @@
+import assert from 'node:assert/strict';
+import test from 'node:test';
+import { renderToStaticMarkup } from 'react-dom/server';
+import { FrequencyRankTable } from './FrequencyRankTable';
+import type { VocabularyEntry } from '../../types/stats';
+
+function makeEntry(over: Partial<VocabularyEntry>): VocabularyEntry {
+  return {
+    wordId: 1,
+    headword: '日本語',
+    word: '日本語',
+    reading: 'にほんご',
+    frequency: 5,
+    frequencyRank: 100,
+    animeCount: 1,
+    partOfSpeech: null,
+    firstSeen: 0,
+    lastSeen: 0,
+    ...over,
+  } as VocabularyEntry;
+}
+
+test('renders headword and reading inline in a single column (no separate Reading header)', () => {
+  const entry = makeEntry({});
+  const markup = renderToStaticMarkup(
+    <FrequencyRankTable words={[entry]} knownWords={new Set()} />,
+  );
+  assert.ok(!markup.includes('>Reading<'), 'should not have a Reading column header');
+  assert.ok(markup.includes('日本語'), 'should include the headword');
+  assert.ok(markup.includes('にほんご'), 'should include the reading inline');
+});
+
+test('omits reading when reading equals headword', () => {
+  const entry = makeEntry({ headword: 'カレー', word: 'カレー', reading: 'カレー' });
+  const markup = renderToStaticMarkup(
+    <FrequencyRankTable words={[entry]} knownWords={new Set()} />,
+  );
+  assert.ok(markup.includes('カレー'), 'should include the headword');
+  assert.ok(!markup.includes('【カレー】'), 'should not render reading in brackets when equal to headword');
+});

stats/src/components/vocabulary/FrequencyRankTable.tsx

@@ -113,7 +113,6 @@ export function FrequencyRankTable({ words, knownWords, onSelectWord }: Frequenc
                 <tr className="text-xs text-ctp-overlay2 border-b border-ctp-surface1">
                   <th className="text-left py-2 pr-3 font-medium w-16">Rank</th>
                   <th className="text-left py-2 pr-3 font-medium">Word</th>
-                  <th className="text-left py-2 pr-3 font-medium">Reading</th>
                   <th className="text-left py-2 pr-3 font-medium w-20">POS</th>
                   <th className="text-right py-2 font-medium w-20">Seen</th>
                 </tr>
@@ -128,9 +127,17 @@ export function FrequencyRankTable({ words, knownWords, onSelectWord }: Frequenc
                     <td className="py-1.5 pr-3 font-mono tabular-nums text-ctp-peach text-xs">
                       #{w.frequencyRank!.toLocaleString()}
                     </td>
-                    <td className="py-1.5 pr-3 text-ctp-text font-medium">{w.headword}</td>
-                    <td className="py-1.5 pr-3 text-ctp-subtext0">
-                      {fullReading(w.headword, w.reading) || w.headword}
+                    <td className="py-1.5 pr-3">
+                      <span className="text-ctp-text font-medium">{w.headword}</span>
+                      {(() => {
+                        const reading = fullReading(w.headword, w.reading);
+                        if (!reading || reading === w.headword) return null;
+                        return (
+                          <span className="text-ctp-subtext0 text-xs ml-1.5">
+                            【{reading}】
+                          </span>
+                        );
+                      })()}
                     </td>
                     <td className="py-1.5 pr-3">
                       {w.partOfSpeech && <PosBadge pos={w.partOfSpeech} />}

stats/src/hooks/useMediaLibrary.test.ts

@@ -1,57 +0,0 @@
-import assert from 'node:assert/strict';
-import test from 'node:test';
-import type { MediaLibraryItem } from '../types/stats';
-import { shouldRefreshMediaLibraryRows } from './useMediaLibrary';
-
-const baseItem: MediaLibraryItem = {
-  videoId: 1,
-  canonicalTitle: 'watch?v=abc123',
-  totalSessions: 1,
-  totalActiveMs: 60_000,
-  totalCards: 0,
-  totalTokensSeen: 10,
-  lastWatchedMs: 1_000,
-  hasCoverArt: 0,
-  youtubeVideoId: 'abc123',
-  videoUrl: 'https://www.youtube.com/watch?v=abc123',
-  videoTitle: null,
-  videoThumbnailUrl: 'https://i.ytimg.com/vi/abc123/hqdefault.jpg',
-  channelId: null,
-  channelName: null,
-  channelUrl: null,
-  channelThumbnailUrl: null,
-  uploaderId: null,
-  uploaderUrl: null,
-  description: null,
-};
-
-test('shouldRefreshMediaLibraryRows requests a follow-up fetch for incomplete youtube metadata', () => {
-  assert.equal(shouldRefreshMediaLibraryRows([baseItem]), true);
-});
-
-test('shouldRefreshMediaLibraryRows skips follow-up fetch when youtube metadata is complete', () => {
-  assert.equal(
-    shouldRefreshMediaLibraryRows([
-      {
-        ...baseItem,
-        videoTitle: 'Video Name',
-        channelName: 'Creator Name',
-        channelThumbnailUrl: 'https://yt3.googleusercontent.com/channel-avatar=s88',
-      },
-    ]),
-    false,
-  );
-});
-
-test('shouldRefreshMediaLibraryRows ignores non-youtube rows', () => {
-  assert.equal(
-    shouldRefreshMediaLibraryRows([
-      {
-        ...baseItem,
-        youtubeVideoId: null,
-        videoUrl: null,
-      },
-    ]),
-    false,
-  );
-});

stats/src/hooks/useMediaLibrary.ts

@@ -1,65 +0,0 @@
-import { useState, useEffect } from 'react';
-import { getStatsClient } from './useStatsApi';
-import type { MediaLibraryItem } from '../types/stats';
-
-const MEDIA_LIBRARY_REFRESH_DELAY_MS = 1_500;
-const MEDIA_LIBRARY_MAX_RETRIES = 3;
-
-export function shouldRefreshMediaLibraryRows(rows: MediaLibraryItem[]): boolean {
-  return rows.some((row) => {
-    if (!row.youtubeVideoId) {
-      return false;
-    }
-    return !row.videoTitle?.trim() || !row.channelName?.trim() || !row.channelThumbnailUrl?.trim();
-  });
-}
-
-export function useMediaLibrary() {
-  const [media, setMedia] = useState<MediaLibraryItem[]>([]);
-  const [loading, setLoading] = useState(true);
-  const [error, setError] = useState<string | null>(null);
-
-  useEffect(() => {
-    let cancelled = false;
-    let retryCount = 0;
-    let retryTimer: ReturnType<typeof setTimeout> | null = null;
-
-    const load = (isInitial = false) => {
-      if (isInitial) {
-        setLoading(true);
-        setError(null);
-      }
-      getStatsClient()
-        .getMediaLibrary()
-        .then((rows) => {
-          if (cancelled) return;
-          setMedia(rows);
-          if (shouldRefreshMediaLibraryRows(rows) && retryCount < MEDIA_LIBRARY_MAX_RETRIES) {
-            retryCount += 1;
-            retryTimer = setTimeout(() => {
-              retryTimer = null;
-              load(false);
-            }, MEDIA_LIBRARY_REFRESH_DELAY_MS);
-          }
-        })
-        .catch((err: Error) => {
-          if (cancelled) return;
-          setError(err.message);
-        })
-        .finally(() => {
-          if (cancelled || !isInitial) return;
-          setLoading(false);
-        });
-    };
-
-    load(true);
-    return () => {
-      cancelled = true;
-      if (retryTimer) {
-        clearTimeout(retryTimer);
-      }
-    };
-  }, []);
-
-  return { media, loading, error };
-}

stats/src/hooks/useTrends.ts

@@ -2,7 +2,7 @@ import { useState, useEffect } from 'react';
 import { getStatsClient } from './useStatsApi';
 import type { TrendsDashboardData } from '../types/stats';
 
-export type TimeRange = '7d' | '30d' | '90d' | 'all';
+export type TimeRange = '7d' | '30d' | '90d' | '365d' | 'all';
 export type GroupBy = 'day' | 'month';
 
 export function useTrends(range: TimeRange, groupBy: GroupBy) {

stats/src/lib/api-client.test.ts

@@ -115,6 +115,55 @@ test('getTrendsDashboard requests the chart-ready trends endpoint with range and
   }
 });
 
+test('getTrendsDashboard accepts 365d range and builds correct URL', async () => {
+  const originalFetch = globalThis.fetch;
+  let seenUrl = '';
+  globalThis.fetch = (async (input: RequestInfo | URL) => {
+    seenUrl = String(input);
+    return new Response(
+      JSON.stringify({
+        activity: { watchTime: [], cards: [], words: [], sessions: [] },
+        progress: {
+          watchTime: [],
+          sessions: [],
+          words: [],
+          newWords: [],
+          cards: [],
+          episodes: [],
+          lookups: [],
+        },
+        ratios: { lookupsPerHundred: [] },
+        animePerDay: {
+          episodes: [],
+          watchTime: [],
+          cards: [],
+          words: [],
+          lookups: [],
+          lookupsPerHundred: [],
+        },
+        animeCumulative: {
+          watchTime: [],
+          episodes: [],
+          cards: [],
+          words: [],
+        },
+        patterns: {
+          watchTimeByDayOfWeek: [],
+          watchTimeByHour: [],
+        },
+      }),
+      { status: 200, headers: { 'Content-Type': 'application/json' } },
+    );
+  }) as typeof globalThis.fetch;
+
+  try {
+    await apiClient.getTrendsDashboard('365d', 'day');
+    assert.equal(seenUrl, `${BASE_URL}/api/stats/trends/dashboard?range=365d&groupBy=day`);
+  } finally {
+    globalThis.fetch = originalFetch;
+  }
+});
+
 test('getSessionEvents can request only specific event types', async () => {
   const originalFetch = globalThis.fetch;
   let seenUrl = '';

stats/src/lib/api-client.ts

@@ -116,7 +116,7 @@ export const apiClient = {
     fetchJson<NewAnimePerDay[]>(`/api/stats/trends/new-anime-per-day?limit=${limit}`),
   getWatchTimePerAnime: (limit = 90) =>
     fetchJson<WatchTimePerAnime[]>(`/api/stats/trends/watch-time-per-anime?limit=${limit}`),
-  getTrendsDashboard: (range: '7d' | '30d' | '90d' | 'all', groupBy: 'day' | 'month') =>
+  getTrendsDashboard: (range: '7d' | '30d' | '90d' | '365d' | 'all', groupBy: 'day' | 'month') =>
     fetchJson<TrendsDashboardData>(
       `/api/stats/trends/dashboard?range=${encodeURIComponent(range)}&groupBy=${encodeURIComponent(groupBy)}`,
     ),

stats/src/lib/chart-theme.test.ts

@@ -0,0 +1,16 @@
+import assert from 'node:assert/strict';
+import test from 'node:test';
+import { CHART_DEFAULTS, CHART_THEME, TOOLTIP_CONTENT_STYLE } from './chart-theme';
+
+test('CHART_THEME exposes a grid color', () => {
+  assert.equal(CHART_THEME.grid, '#494d64');
+});
+
+test('CHART_DEFAULTS uses 11px ticks for legibility', () => {
+  assert.equal(CHART_DEFAULTS.tickFontSize, 11);
+});
+
+test('TOOLTIP_CONTENT_STYLE mirrors the shared tooltip colors', () => {
+  assert.equal(TOOLTIP_CONTENT_STYLE.background, CHART_THEME.tooltipBg);
+  assert.ok(String(TOOLTIP_CONTENT_STYLE.border).includes(CHART_THEME.tooltipBorder));
+});

stats/src/lib/chart-theme.ts

@@ -5,4 +5,21 @@ export const CHART_THEME = {
   tooltipText: '#cad3f5',
   tooltipLabel: '#b8c0e0',
   barFill: '#8aadf4',
+  grid: '#494d64',
+  axisLine: '#494d64',
 } as const;
+
+export const CHART_DEFAULTS = {
+  height: 160,
+  tickFontSize: 11,
+  margin: { top: 8, right: 8, bottom: 0, left: 0 },
+  grid: { strokeDasharray: '3 3', vertical: false },
+} as const;
+
+export const TOOLTIP_CONTENT_STYLE = {
+  background: CHART_THEME.tooltipBg,
+  border: `1px solid ${CHART_THEME.tooltipBorder}`,
+  borderRadius: 6,
+  color: CHART_THEME.tooltipText,
+  fontSize: 12,
+};

stats/src/lib/delete-confirm.test.ts

@@ -1,6 +1,7 @@
 import assert from 'node:assert/strict';
 import test from 'node:test';
 import {
+  confirmBucketDelete,
   confirmDayGroupDelete,
   confirmEpisodeDelete,
   confirmSessionDelete,
@@ -54,6 +55,41 @@ test('confirmDayGroupDelete uses singular for one session', () => {
   }
 });
 
+test('confirmBucketDelete asks about merging multiple sessions of the same episode', () => {
+  const calls: string[] = [];
+  const originalConfirm = globalThis.confirm;
+  globalThis.confirm = ((message?: string) => {
+    calls.push(message ?? '');
+    return true;
+  }) as typeof globalThis.confirm;
+
+  try {
+    assert.equal(confirmBucketDelete('My Episode', 3), true);
+    assert.equal(calls.length, 1);
+    assert.match(calls[0]!, /3/);
+    assert.match(calls[0]!, /My Episode/);
+    assert.match(calls[0]!, /sessions/);
+  } finally {
+    globalThis.confirm = originalConfirm;
+  }
+});
+
+test('confirmBucketDelete uses singular for one session', () => {
+  const calls: string[] = [];
+  const originalConfirm = globalThis.confirm;
+  globalThis.confirm = ((message?: string) => {
+    calls.push(message ?? '');
+    return false;
+  }) as typeof globalThis.confirm;
+
+  try {
+    assert.equal(confirmBucketDelete('Solo Episode', 1), false);
+    assert.match(calls[0]!, /1 session of/);
+  } finally {
+    globalThis.confirm = originalConfirm;
+  }
+});
+
 test('confirmEpisodeDelete includes the episode title in the shared warning copy', () => {
   const calls: string[] = [];
   const originalConfirm = globalThis.confirm;

stats/src/lib/delete-confirm.ts

@@ -17,3 +17,9 @@ export function confirmAnimeGroupDelete(title: string, count: number): boolean {
 export function confirmEpisodeDelete(title: string): boolean {
   return globalThis.confirm(`Delete "${title}" and all its sessions?`);
 }
+
+export function confirmBucketDelete(title: string, count: number): boolean {
+  return globalThis.confirm(
+    `Delete all ${count} session${count === 1 ? '' : 's'} of "${title}" from this day?`,
+  );
+}

stats/src/lib/session-grouping.test.ts

@@ -0,0 +1,72 @@
+import assert from 'node:assert/strict';
+import test from 'node:test';
+import type { SessionSummary } from '../types/stats';
+import { groupSessionsByVideo } from './session-grouping';
+
+function makeSession(overrides: Partial<SessionSummary> & { sessionId: number }): SessionSummary {
+  return {
+    sessionId: overrides.sessionId,
+    canonicalTitle: null,
+    videoId: null,
+    animeId: null,
+    animeTitle: null,
+    startedAtMs: 1000,
+    endedAtMs: null,
+    totalWatchedMs: 0,
+    activeWatchedMs: 0,
+    linesSeen: 0,
+    tokensSeen: 0,
+    cardsMined: 0,
+    lookupCount: 0,
+    lookupHits: 0,
+    yomitanLookupCount: 0,
+    knownWordsSeen: 0,
+    knownWordRate: 0,
+    ...overrides,
+  };
+}
+
+test('empty input returns empty array', () => {
+  assert.deepEqual(groupSessionsByVideo([]), []);
+});
+
+test('two unique videoIds produce 2 singleton buckets', () => {
+  const sessions = [
+    makeSession({ sessionId: 1, videoId: 10, startedAtMs: 1000, activeWatchedMs: 100, cardsMined: 2 }),
+    makeSession({ sessionId: 2, videoId: 20, startedAtMs: 2000, activeWatchedMs: 200, cardsMined: 3 }),
+  ];
+  const buckets = groupSessionsByVideo(sessions);
+  assert.equal(buckets.length, 2);
+  const keys = buckets.map((b) => b.key).sort();
+  assert.deepEqual(keys, ['v-10', 'v-20']);
+  for (const bucket of buckets) {
+    assert.equal(bucket.sessions.length, 1);
+  }
+});
+
+test('two sessions sharing a videoId collapse into 1 bucket with summed totals and most-recent representative', () => {
+  const older = makeSession({ sessionId: 1, videoId: 42, startedAtMs: 1000, activeWatchedMs: 300, cardsMined: 5 });
+  const newer = makeSession({ sessionId: 2, videoId: 42, startedAtMs: 9000, activeWatchedMs: 500, cardsMined: 7 });
+  const buckets = groupSessionsByVideo([older, newer]);
+  assert.equal(buckets.length, 1);
+  const [bucket] = buckets;
+  assert.equal(bucket!.key, 'v-42');
+  assert.equal(bucket!.videoId, 42);
+  assert.equal(bucket!.sessions.length, 2);
+  assert.equal(bucket!.totalActiveMs, 800);
+  assert.equal(bucket!.totalCardsMined, 12);
+  assert.equal(bucket!.representativeSession.sessionId, 2); // most recent (highest startedAtMs)
+});
+
+test('sessions with null videoId become singleton buckets keyed by sessionId', () => {
+  const s1 = makeSession({ sessionId: 101, videoId: null, activeWatchedMs: 50, cardsMined: 1 });
+  const s2 = makeSession({ sessionId: 202, videoId: null, activeWatchedMs: 75, cardsMined: 2 });
+  const buckets = groupSessionsByVideo([s1, s2]);
+  assert.equal(buckets.length, 2);
+  const keys = buckets.map((b) => b.key).sort();
+  assert.deepEqual(keys, ['s-101', 's-202']);
+  for (const bucket of buckets) {
+    assert.equal(bucket.videoId, null);
+    assert.equal(bucket.sessions.length, 1);
+  }
+});

stats/src/lib/session-grouping.ts

@@ -0,0 +1,43 @@
+import type { SessionSummary } from '../types/stats';
+
+export interface SessionBucket {
+  key: string;
+  videoId: number | null;
+  sessions: SessionSummary[];
+  totalActiveMs: number;
+  totalCardsMined: number;
+  representativeSession: SessionSummary;
+}
+
+export function groupSessionsByVideo(sessions: SessionSummary[]): SessionBucket[] {
+  const byKey = new Map<string, SessionSummary[]>();
+  for (const session of sessions) {
+    const hasVideoId =
+      typeof session.videoId === 'number' &&
+      Number.isFinite(session.videoId) &&
+      session.videoId > 0;
+    const key = hasVideoId ? `v-${session.videoId}` : `s-${session.sessionId}`;
+    const existing = byKey.get(key);
+    if (existing) existing.push(session);
+    else byKey.set(key, [session]);
+  }
+
+  const buckets: SessionBucket[] = [];
+  for (const [key, group] of byKey) {
+    const sorted = [...group].sort((a, b) => b.startedAtMs - a.startedAtMs);
+    const representative = sorted[0]!;
+    buckets.push({
+      key,
+      videoId:
+        typeof representative.videoId === 'number' && representative.videoId > 0
+          ? representative.videoId
+          : null,
+      sessions: sorted,
+      totalActiveMs: sorted.reduce((s, x) => s + x.activeWatchedMs, 0),
+      totalCardsMined: sorted.reduce((s, x) => s + x.cardsMined, 0),
+      representativeSession: representative,
+    });
+  }
+
+  return buckets;
+}