backend/app/api/admin.py

@@ -224,6 +224,27 @@ async def tags_purge_legacy():
     return jsonify(result)
 
 
+@admin_bp.route("/tags/reset-content", methods=["POST"])
+async def tags_reset_content():
+    """Tier-A: delete ALL general + character tags (the Camie-suggestable
+    content vocabulary) so the operator can re-tag from scratch via
+    auto-suggest. fandom + series tags + series_page ordering are preserved,
+    and image tagger_predictions are untouched so suggestions repopulate.
+    dry-run preview returns per-kind counts + applications + a sample so the
+    UI shows exactly what'll go before the operator confirms (dry_run=false).
+    Irreversible except via DB backup restore."""
+    from ..services.cleanup_service import reset_content_tagging
+
+    body = await request.get_json(silent=True) or {}
+    dry_run = bool(body.get("dry_run", False))
+
+    async with get_session() as session:
+        result = await session.run_sync(
+            lambda sync_sess: reset_content_tagging(sync_sess, dry_run=dry_run)
+        )
+    return jsonify(result)
+
+
 @admin_bp.route("/maintenance/db-stats", methods=["GET"])
 async def db_stats():
     """Per-table bloat readout (pg_stat_user_tables) for the high-churn tables

backend/app/api/cleanup.py

@@ -154,12 +154,15 @@ async def audit_history():
         limit = min(int(request.args.get("limit", "20")), 100)
     except ValueError:
         return _bad("invalid_limit")
+    # Optional rule filter so a card can reconnect to ITS latest run on mount
+    # (?rule=transparency&limit=1) — the audit survives navigation; the UI
+    # rehydrates from this rather than losing the in-flight scan.
+    rule = request.args.get("rule") or None
     async with get_session() as session:
-        rows = (await session.execute(
-            select(LibraryAuditRun)
-            .order_by(LibraryAuditRun.id.desc())
-            .limit(limit)
-        )).scalars().all()
+        stmt = select(LibraryAuditRun).order_by(LibraryAuditRun.id.desc())
+        if rule is not None:
+            stmt = stmt.where(LibraryAuditRun.rule == rule)
+        rows = (await session.execute(stmt.limit(limit))).scalars().all()
         return jsonify({"runs": [_serialize_audit_run(r) for r in rows]})
 
 

backend/app/services/cleanup_service.py

@@ -455,6 +455,62 @@ def purge_legacy_tags(session: Session, *, dry_run: bool = False) -> dict:
     return result
 
 
+# The Camie-suggestable CONTENT vocabulary. "Reset content tagging" wipes
+# these so the operator can re-tag from scratch via auto-suggest. fandom +
+# series (and series_page ordering) are deliberately NOT here — they're kept.
+RESETTABLE_TAG_KINDS = ("general", "character")
+
+
+def reset_content_tagging(session: Session, *, dry_run: bool = False) -> dict:
+    """Count (dry_run) or DELETE every general + character tag so the operator
+    can re-tag from scratch via the Camie auto-suggest.
+
+    PRESERVED: fandom + series tags and their series_page ordering, plus every
+    image's image_record.tagger_predictions (untouched) so suggestions
+    repopulate immediately. CASCADE on image_tag / tag_alias / tag_allowlist /
+    tag_reference_embedding / tag_suggestion_rejection clears each deleted
+    tag's applications + metadata. Tag.fandom_id is SET NULL, so deleting
+    character tags never touches the fandom rows. Irreversible except via DB
+    backup restore.
+
+    Returns:
+      {"by_kind": {"general": N, "character": M},
+       "count": total tags,
+       "applications": image_tag rows that will be / were removed,
+       "sample_names": [first 50],
+       and on live runs "deleted": total}
+    """
+    predicate = Tag.kind.in_(RESETTABLE_TAG_KINDS)
+    rows = session.execute(
+        select(Tag.id, Tag.name, Tag.kind).where(predicate)
+    ).all()
+    by_kind: dict[str, int] = {}
+    for _id, _name, kind in rows:
+        key = kind.value if hasattr(kind, "value") else str(kind)
+        by_kind[key] = by_kind.get(key, 0) + 1
+    # Headline impact: applications (image_tag rows) that vanish via cascade.
+    applications = session.execute(
+        select(func.count())
+        .select_from(image_tag)
+        .where(image_tag.c.tag_id.in_(select(Tag.id).where(predicate)))
+    ).scalar_one()
+    sample = [name for _id, name, _kind in rows[:50]]
+    total = len(rows)
+    result = {
+        "by_kind": by_kind,
+        "count": total,
+        "applications": applications,
+        "sample_names": sample,
+    }
+    if dry_run:
+        return result
+    if total:
+        session.execute(Tag.__table__.delete().where(predicate))
+        session.commit()
+    result["deleted"] = total
+    return result
+
+
 # ---------------------------------------------------------------------------
 # FC-Cleanup additions (2026-05-26): retroactive audit of import-filter rules.
 # ---------------------------------------------------------------------------

frontend/src/components/cleanup/SingleColorAuditCard.vue

@@ -112,6 +112,16 @@ onMounted(async () => {
   await store.loadDefaults()
   threshold.value = store.defaults.single_color_threshold
   tolerance.value = store.defaults.single_color_tolerance
+  // Reconnect to this rule's latest run so a scan started before navigating
+  // away keeps showing progress / its result on return (the scan itself runs
+  // backend-side regardless).
+  try {
+    const latest = await store.latestAuditForRule('single_color')
+    if (latest) {
+      audit.value = latest
+      if (latest.status === 'running') startPoll(latest.id)
+    }
+  } catch { /* non-fatal — card still works for a fresh scan */ }
 })
 
 onUnmounted(() => stopPoll())

frontend/src/components/cleanup/TransparencyAuditCard.vue

@@ -97,6 +97,16 @@ let pollTimer = null
 onMounted(async () => {
   await store.loadDefaults()
   threshold.value = store.defaults.transparency_threshold
+  // Reconnect to this rule's latest run so a scan started before navigating
+  // away keeps showing progress / its result on return (the scan itself runs
+  // backend-side regardless).
+  try {
+    const latest = await store.latestAuditForRule('transparency')
+    if (latest) {
+      audit.value = latest
+      if (latest.status === 'running') startPoll(latest.id)
+    }
+  } catch { /* non-fatal — card still works for a fresh scan */ }
 })
 
 onUnmounted(() => stopPoll())

frontend/src/components/gallery/GalleryGrid.vue

@@ -15,6 +15,19 @@
       </div>
     </template>
 
+    <!-- Similar-mode (and any non-date-grouped result set) returns no date
+         groups — the results are ranked, not chronological. Render them as a
+         single flat list in their given order rather than nothing. -->
+    <div
+      v-if="!store.dateGroups.length && store.images.length"
+      class="fc-gallery-grid__items"
+    >
+      <GalleryItem
+        v-for="img in store.images"
+        :key="img.id" :image="img" @open="$emit('open', img.id)"
+      />
+    </div>
+
     <div v-if="store.loading" class="fc-gallery-grid__sentinel">
       <v-progress-circular indeterminate color="accent" size="28" />
     </div>

frontend/src/components/settings/TagMaintenanceCard.vue

@@ -89,6 +89,53 @@
           @click="onKindCommit"
         >Delete {{ kindPreview.count }} legacy tag(s)</v-btn>
       </div>
+
+      <v-divider class="my-5" />
+
+      <p class="text-body-2 mb-2">
+        <strong class="text-error">Reset content tagging.</strong>
+        Deletes every <code>general</code> and <code>character</code> tag and
+        removes them from every image, so you can re-tag from scratch with the
+        auto-suggest. <strong>Fandoms and series (with their page order) are
+        kept</strong>, and each image's saved predictions are untouched — open
+        an image and its suggestions reappear.
+      </p>
+      <v-alert type="warning" variant="tonal" density="compact" class="mb-3">
+        Irreversible — there's no undo except restoring a DB backup.
+        Back one up first (Settings → Maintenance → Backup).
+      </v-alert>
+
+      <v-btn
+        color="accent" variant="flat" rounded="pill"
+        prepend-icon="mdi-magnify"
+        :loading="loadingResetPreview"
+        class="mb-3"
+        @click="onResetPreview"
+      >Preview content-tag reset</v-btn>
+
+      <div v-if="resetPreview">
+        <p class="text-body-2 mb-2">
+          <strong>{{ resetPreview.count }}</strong> content tag(s)
+          <span v-for="(n, k) in resetPreview.by_kind" :key="k" class="fc-muted">
+            ({{ k }}: {{ n }})&nbsp;
+          </span>
+          across <strong>{{ resetPreview.applications }}</strong> image
+          application(s).
+        </p>
+        <div v-if="resetPreview.sample_names?.length" class="fc-name-grid mb-3">
+          <span v-for="n in resetPreview.sample_names" :key="n" class="fc-name">
+            {{ n }}
+          </span>
+        </div>
+        <v-btn
+          color="error" variant="flat" rounded="pill"
+          prepend-icon="mdi-delete-alert"
+          :disabled="!resetPreview.count"
+          :loading="resetCommitting"
+          @click="onResetCommit"
+        >Delete {{ resetPreview.count }} content tag(s) +
+          {{ resetPreview.applications }} application(s)</v-btn>
+      </div>
     </v-card-text>
   </v-card>
 </template>
@@ -105,6 +152,9 @@ const committing = ref(false)
 const kindPreview = ref(null)
 const loadingKindPreview = ref(false)
 const kindCommitting = ref(false)
+const resetPreview = ref(null)
+const loadingResetPreview = ref(false)
+const resetCommitting = ref(false)
 
 async function onPreview() {
   loadingPreview.value = true
@@ -143,6 +193,25 @@ async function onKindCommit() {
     kindCommitting.value = false
   }
 }
+
+async function onResetPreview() {
+  loadingResetPreview.value = true
+  try {
+    resetPreview.value = await store.resetContentTagging({ dryRun: true })
+  } finally {
+    loadingResetPreview.value = false
+  }
+}
+
+async function onResetCommit() {
+  resetCommitting.value = true
+  try {
+    await store.resetContentTagging({ dryRun: false })
+    resetPreview.value = { count: 0, by_kind: {}, applications: 0, sample_names: [] }
+  } finally {
+    resetCommitting.value = false
+  }
+}
 </script>
 
 <style scoped>

frontend/src/stores/admin.js

@@ -127,6 +127,21 @@ export const useAdminStore = defineStore('admin', () => {
     }
   }
 
+  // Destructive: deletes ALL general + character tags so the operator can
+  // re-tag from scratch via auto-suggest. fandom + series preserved.
+  async function resetContentTagging({ dryRun = true } = {}) {
+    lastError.value = null
+    try {
+      return await api.post(
+        '/api/admin/tags/reset-content',
+        { body: { dry_run: dryRun } },
+      )
+    } catch (e) {
+      lastError.value = e.message
+      throw e
+    }
+  }
+
   // --- Task progress polling (taps FC-3i activity dashboard) --------
 
   /**
@@ -162,6 +177,7 @@ export const useAdminStore = defineStore('admin', () => {
     tagUsageCount,
     pruneUnusedTags,
     purgeLegacyTags,
+    resetContentTagging,
     pollTaskUntilDone,
   }
 })

frontend/src/stores/cleanup.js

@@ -55,6 +55,14 @@ export const useCleanupStore = defineStore('cleanup', () => {
     return body.runs
   }
 
+  // The most recent audit run for a given rule, or null. Cards call this on
+  // mount to reconnect to a scan that's still running (or to show the last
+  // completed result) after the user navigates away and back.
+  async function latestAuditForRule(rule) {
+    const body = await api.get('/api/cleanup/audit', { params: { rule, limit: 1 } })
+    return (body.runs && body.runs[0]) || null
+  }
+
   async function applyAudit(id, confirm) {
     return await api.post(`/api/cleanup/audit/${id}/apply`, { body: { confirm } })
   }
@@ -67,6 +75,6 @@ export const useCleanupStore = defineStore('cleanup', () => {
     defaults, recentRuns,
     loadDefaults,
     previewMinDim, deleteMinDim,
-    startAudit, getAudit, loadHistory, applyAudit, cancelAudit,
+    startAudit, getAudit, loadHistory, latestAuditForRule, applyAudit, cancelAudit,
   }
 })

frontend/test/components/galleryGrid.spec.js

@@ -0,0 +1,47 @@
+// @vitest-environment happy-dom
+import { describe, it, expect } from 'vitest'
+import { mount } from '@vue/test-utils'
+
+import GalleryGrid from '../../src/components/gallery/GalleryGrid.vue'
+import { useGalleryStore } from '../../src/stores/gallery.js'
+import { freshPinia } from '../support/mountComponent.js'
+
+const GIStub = { name: 'GalleryItem', props: ['image'], template: '<div class="gi" />' }
+
+function mountGrid(pinia) {
+  return mount(GalleryGrid, {
+    global: {
+      plugins: [pinia],
+      stubs: { GalleryItem: GIStub, RouterLink: { template: '<a><slot /></a>' } },
+    },
+  })
+}
+
+describe('GalleryGrid', () => {
+  it('renders a flat ranked list when there are no date groups (similar mode)', () => {
+    const pinia = freshPinia()
+    const store = useGalleryStore()
+    // similar-mode shape: images present, date_groups empty, no cursor.
+    store.images = [
+      { id: 1, thumbnail_url: '/a' },
+      { id: 2, thumbnail_url: '/b' },
+      { id: 3, thumbnail_url: '/c' },
+    ]
+    store.dateGroups = []
+    const w = mountGrid(pinia)
+    expect(w.findAll('.gi').length).toBe(3)
+  })
+
+  it('renders grouped by date when date groups are present', () => {
+    const pinia = freshPinia()
+    const store = useGalleryStore()
+    store.images = [
+      { id: 1, thumbnail_url: '/a' },
+      { id: 2, thumbnail_url: '/b' },
+    ]
+    store.dateGroups = [{ year: 2026, month: 6, image_ids: [1, 2] }]
+    const w = mountGrid(pinia)
+    expect(w.find('.fc-gallery-grid__date-header').exists()).toBe(true)
+    expect(w.findAll('.gi').length).toBe(2)
+  })
+})

tests/test_api_admin.py

@@ -435,3 +435,26 @@ async def test_trigger_vacuum_queues_the_task(client, monkeypatch):
     resp = await client.post("/api/admin/maintenance/vacuum")
     assert resp.status_code == 202
     assert calls == [1]
+
+
+# --- Tier-A: POST /tags/reset-content -------------------------------
+
+
+@pytest.mark.asyncio
+async def test_reset_content_tagging_dry_run_returns_counts(client, db):
+    db.add_all([
+        Tag(name="solo", kind=TagKind.general),
+        Tag(name="naruto", kind=TagKind.character),
+        Tag(name="Naruto", kind=TagKind.fandom),
+        Tag(name="my-series", kind=TagKind.series),
+    ])
+    await db.commit()
+    resp = await client.post(
+        "/api/admin/tags/reset-content", json={"dry_run": True}
+    )
+    assert resp.status_code == 200
+    body = await resp.get_json()
+    assert body["count"] == 2
+    assert body["by_kind"] == {"general": 1, "character": 1}
+    # dry-run leaves the rows in place — fandom + series untouched too.
+    assert "deleted" not in body

tests/test_api_cleanup.py

@@ -155,6 +155,27 @@ async def test_audit_history_returns_recent_runs(client, db):
     assert len(body["runs"]) >= 3
 
 
+@pytest.mark.asyncio
+async def test_audit_history_filters_by_rule(client, db):
+    db.add(LibraryAuditRun(
+        rule="transparency", params={"threshold": 0.9},
+        status="applied", matched_ids=[], finished_at=datetime.now(UTC),
+    ))
+    db.add(LibraryAuditRun(
+        rule="single_color", params={"threshold": 0.95, "tolerance": 30},
+        status="ready", matched_count=2, matched_ids=[1, 2],
+        finished_at=datetime.now(UTC),
+    ))
+    await db.commit()
+    # ?rule=&limit=1 → just THIS rule's latest run (the card-reconnect query).
+    resp = await client.get("/api/cleanup/audit?rule=single_color&limit=1")
+    assert resp.status_code == 200
+    runs = (await resp.get_json())["runs"]
+    assert len(runs) == 1
+    assert runs[0]["rule"] == "single_color"
+    assert runs[0]["matched_count"] == 2
+
+
 @pytest.mark.asyncio
 async def test_audit_apply_with_token_deletes(client, db, tmp_path):
     rec = await _seed_image(db, tmp_path, w=100, h=100, name="apply.png")

tests/test_cleanup_service.py

@@ -9,6 +9,7 @@ import pytest
 from sqlalchemy import func, select
 
 from backend.app.models import Artist, ImageRecord, Tag, TagKind
+from backend.app.models.series_page import SeriesPage
 from backend.app.models.tag import image_tag
 from backend.app.services import cleanup_service
 
@@ -333,3 +334,62 @@ def test_prune_unused_tags_commit_deletes_them(db_sync, tmp_path):
     surviving_names = db_sync.execute(select(Tag.name)).scalars().all()
     assert "kept" in surviving_names
     assert "bye" not in surviving_names
+
+
+# --- reset_content_tagging ------------------------------------------
+
+
+def test_reset_content_tagging_dry_run_counts_without_deleting(db_sync, tmp_path):
+    a = _make_artist(db_sync, slug="rc")
+    img = _make_image(
+        db_sync, artist=a, path=str(tmp_path / "r.jpg"), sha256="1" * 64,
+    )
+    g = _make_tag(db_sync, name="solo", kind=TagKind.general)
+    c = _make_tag(db_sync, name="naruto", kind=TagKind.character)
+    _make_tag(db_sync, name="Naruto", kind=TagKind.fandom)
+    _make_tag(db_sync, name="my-series", kind=TagKind.series)
+    db_sync.execute(image_tag.insert().values([
+        {"image_record_id": img.id, "tag_id": g.id},
+        {"image_record_id": img.id, "tag_id": c.id},
+    ]))
+    db_sync.commit()
+
+    result = cleanup_service.reset_content_tagging(db_sync, dry_run=True)
+    assert result["count"] == 2
+    assert result["by_kind"] == {"general": 1, "character": 1}
+    assert result["applications"] == 2
+    # Nothing deleted — all 4 tags still present.
+    assert db_sync.execute(select(func.count(Tag.id))).scalar_one() == 4
+
+
+def test_reset_content_tagging_deletes_content_keeps_fandom_series(db_sync, tmp_path):
+    a = _make_artist(db_sync, slug="rc2")
+    img = _make_image(
+        db_sync, artist=a, path=str(tmp_path / "r2.jpg"), sha256="2" * 64,
+    )
+    g = _make_tag(db_sync, name="solo", kind=TagKind.general)
+    c = _make_tag(db_sync, name="naruto", kind=TagKind.character)
+    _make_tag(db_sync, name="Naruto", kind=TagKind.fandom)
+    s = _make_tag(db_sync, name="my-series", kind=TagKind.series)
+    db_sync.execute(image_tag.insert().values([
+        {"image_record_id": img.id, "tag_id": g.id},
+        {"image_record_id": img.id, "tag_id": c.id},
+        {"image_record_id": img.id, "tag_id": s.id},  # series membership
+    ]))
+    db_sync.add(SeriesPage(series_tag_id=s.id, image_id=img.id, page_number=1))
+    db_sync.commit()
+
+    result = cleanup_service.reset_content_tagging(db_sync, dry_run=False)
+    assert result["deleted"] == 2
+
+    # general + character gone; fandom + series kept.
+    kinds = db_sync.execute(select(Tag.kind)).scalars().all()
+    kind_vals = {k.value if hasattr(k, "value") else str(k) for k in kinds}
+    assert kind_vals == {"fandom", "series"}
+    # series_page ordering survived.
+    assert db_sync.execute(
+        select(func.count()).select_from(SeriesPage)
+    ).scalar_one() == 1
+    # Only the series image_tag association survived (content ones cascaded).
+    remaining = db_sync.execute(select(image_tag.c.tag_id)).scalars().all()
+    assert remaining == [s.id]