From aa7f8d6a54a00566ef8695babc565c9937480ec2 Mon Sep 17 00:00:00 2001
From: McElwain <sean.mcelwain@outlook.com>
Date: Tue, 7 Apr 2026 12:32:49 -0500
Subject: [PATCH] feat: unify dashboard, documents, queue, and line item
 navigation UI

---
 app/routes/documents.py             | 137 +++++++++-
 app/routes/line_items.py            | 376 +++++++++++++++-------------
 app/templates/dashboard.html        | 149 ++++++++---
 app/templates/documents/list.html   | 118 +++++++--
 app/templates/line_items/list.html  | 276 +++++++++++++-------
 app/templates/line_items/queue.html | 101 ++++++++
 app/templates/partials/sidebar.html |  12 +-
 app/templates/queue/index.html      |  14 +-
 8 files changed, 847 insertions(+), 336 deletions(-)
 create mode 100644 app/templates/line_items/queue.html

diff --git a/app/routes/documents.py b/app/routes/documents.py
index a8710f0..69a7093 100644
--- a/app/routes/documents.py
+++ b/app/routes/documents.py
@@ -3,7 +3,7 @@ from datetime import datetime
 from decimal import Decimal, InvalidOperation
 from pathlib import Path
 
-from fastapi import APIRouter, Depends, Form, Request
+from fastapi import APIRouter, Depends, Form, Query, Request
 from fastapi.responses import HTMLResponse, RedirectResponse
 from fastapi.templating import Jinja2Templates
 from sqlalchemy.orm import Session, selectinload
@@ -71,7 +71,6 @@ def _to_decimal(value: str) -> Decimal | None:
         return None
 
 
-
 def _get_all_presets(db: Session) -> list[DocumentPreset]:
     return db.query(DocumentPreset).order_by(DocumentPreset.name.asc()).all()
 
@@ -110,7 +109,6 @@ def _get_current_additional_fields(document: Document) -> DocumentAdditionalFiel
     return sorted(rows, key=lambda x: x.updated_at or x.created_at, reverse=True)[0]
 
 
-
 def _extracted_field_form_values(document: Document, request: Request) -> dict:
     current = get_current_extracted_fields(document)
     auto = request.query_params.get("autofill_extracted")
@@ -152,6 +150,7 @@ def _extracted_field_form_values(document: Document, request: Request) -> dict:
 
     return values
 
+
 def _additional_field_form_values(document: Document, preset: DocumentPreset | None = None) -> dict:
     current = _get_current_additional_fields(document)
     if current is None:
@@ -265,6 +264,7 @@ def _get_queue_navigation(db: Session, document: Document) -> dict:
         .order_by(Document.created_at.asc())
         .all()
     )
+
     doc_ids = [d.document_id for d in active_docs]
     prev_doc = None
     next_doc = None
@@ -319,25 +319,148 @@ def _get_queue_navigation(db: Session, document: Document) -> dict:
     }
 
 
+def _document_matches_filters(
+    doc: Document,
+    q: str,
+    document_type: str,
+    review_status: str,
+    merchant: str,
+    owner_primary: str,
+) -> bool:
+    q_norm = q.strip().lower()
+    type_norm = document_type.strip().lower()
+    review_norm = review_status.strip().lower()
+    merchant_norm = merchant.strip().lower()
+    owner_norm = owner_primary.strip().lower()
+
+    if q_norm:
+        haystacks = [
+            doc.document_id or "",
+            doc.document_type or "",
+            doc.original_filename or "",
+            doc.canonical_filename or "",
+            doc.current_path or "",
+            doc.source_path or "",
+        ]
+        current_extracted = get_current_extracted_fields(doc)
+        current_additional = _get_current_additional_fields(doc)
+        if current_extracted is not None:
+            haystacks.extend([
+                current_extracted.merchant_raw or "",
+                current_extracted.merchant_normalized or "",
+                current_extracted.location or "",
+                current_extracted.counterparty or "",
+                current_extracted.receipt_number or "",
+            ])
+        if current_additional is not None:
+            haystacks.extend([
+                current_additional.owner_primary or "",
+                current_additional.owner_secondary or "",
+                current_additional.paid_by_person or "",
+                current_additional.occasion_note or "",
+            ])
+        if not any(q_norm in h.lower() for h in haystacks):
+            return False
+
+    if type_norm and type_norm != (doc.document_type or "").lower():
+        return False
+
+    if review_norm and review_norm != (doc.review_status or "").lower():
+        return False
+
+    if merchant_norm:
+        current_extracted = get_current_extracted_fields(doc)
+        merchant_values = []
+        if current_extracted is not None:
+            merchant_values = [
+                current_extracted.merchant_raw or "",
+                current_extracted.merchant_normalized or "",
+            ]
+        if not any(merchant_norm in m.lower() for m in merchant_values):
+            return False
+
+    if owner_norm:
+        current_additional = _get_current_additional_fields(doc)
+        owner_values = []
+        if current_additional is not None:
+            owner_values = [
+                current_additional.owner_primary or "",
+                current_additional.owner_secondary or "",
+            ]
+        if not any(owner_norm in o.lower() for o in owner_values):
+            return False
+
+    return True
+
+
 @router.get("/", response_class=HTMLResponse)
-def list_documents(request: Request, db: Session = Depends(get_db)):
-    documents = (
+def list_documents(
+    request: Request,
+    q: str = Query("", description="Search"),
+    document_type: str = Query("", description="Document type"),
+    review_status: str = Query("", description="Review status"),
+    merchant: str = Query("", description="Merchant contains"),
+    owner_primary: str = Query("", description="Owner contains"),
+    tab: str = Query("all-documents"),
+    db: Session = Depends(get_db),
+):
+    documents_all = (
         db.query(Document)
+        .options(
+            selectinload(Document.extracted_fields),
+            selectinload(Document.additional_fields),
+        )
         .filter(Document.is_trashed.is_(False))
         .order_by(Document.created_at.desc())
         .all()
     )
+
+    has_search_query = any([
+        q.strip(),
+        document_type.strip(),
+        review_status.strip(),
+        merchant.strip(),
+        owner_primary.strip(),
+    ])
+
+    filtered_documents = documents_all
+    if has_search_query:
+        filtered_documents = []
+        for doc in documents_all:
+            if _document_matches_filters(
+                doc=doc,
+                q=q,
+                document_type=document_type,
+                review_status=review_status,
+                merchant=merchant,
+                owner_primary=owner_primary,
+            ):
+                filtered_documents.append(doc)
+
+    if tab not in {"all-documents", "advanced-search"}:
+        tab = "all-documents"
+
     return templates.TemplateResponse(
         request=request,
         name="documents/list.html",
-        context={"request": request, "documents": documents, "active_page": "documents"},
+        context={
+            "request": request,
+            "documents": filtered_documents,
+            "q": q,
+            "document_type": document_type,
+            "review_status": review_status,
+            "merchant": merchant,
+            "owner_primary": owner_primary,
+            "has_search_query": has_search_query,
+            "active_tab": tab,
+            "active_page": "documents",
+        },
     )
 
 
 @router.post("/{document_id}/rerun-ocr", response_class=RedirectResponse)
 def rerun_ocr(document_id: str, db: Session = Depends(get_db)):
     document = db.query(Document).filter(Document.document_id == document_id).first()
-
     if document is None:
         return RedirectResponse(url="/documents/", status_code=303)
 
diff --git a/app/routes/line_items.py b/app/routes/line_items.py
index 4096c83..2b34b4d 100644
--- a/app/routes/line_items.py
+++ b/app/routes/line_items.py
@@ -109,6 +109,138 @@ def _build_row(item: ReceiptLineItem) -> dict | None:
     }
 
 
+def _load_all_items(db: Session) -> list[ReceiptLineItem]:
+    return (
+        db.query(ReceiptLineItem)
+        .options(
+            selectinload(ReceiptLineItem.document).selectinload(Document.extracted_fields)
+        )
+        .order_by(ReceiptLineItem.id.desc())
+        .all()
+    )
+
+
+def _build_filtered_rows(
+    items: list[ReceiptLineItem],
+    q: str,
+    merchant: str,
+    category: str,
+    date_from: str,
+    date_to: str,
+    rating_min: str,
+    rating_max: str,
+) -> list[dict]:
+    q_norm = q.strip().lower()
+    merchant_norm = merchant.strip().lower()
+    category_norm = category.strip().lower()
+    rating_min_dec = _to_decimal(rating_min)
+    rating_max_dec = _to_decimal(rating_max)
+
+    rows: list[dict] = []
+
+    for item in items:
+        row = _build_row(item)
+        if row is None:
+            continue
+
+        quality_rating_dec = _to_decimal(row["quality_rating"])
+
+        if q_norm and q_norm not in row["description"].lower():
+            continue
+        if merchant_norm and merchant_norm not in row["merchant"].lower():
+            continue
+        if category_norm and category_norm != row["category"].lower():
+            continue
+        if date_from and (not row["transaction_date"] or row["transaction_date"] < date_from):
+            continue
+        if date_to and (not row["transaction_date"] or row["transaction_date"] > date_to):
+            continue
+        if rating_min_dec is not None:
+            if quality_rating_dec is None or quality_rating_dec < rating_min_dec:
+                continue
+        if rating_max_dec is not None:
+            if quality_rating_dec is None or quality_rating_dec > rating_max_dec:
+                continue
+
+        rows.append(row)
+
+    rows.sort(
+        key=lambda row: (
+            row["transaction_date"] or "",
+            row["merchant"] or "",
+            row["description"] or "",
+        ),
+        reverse=True,
+    )
+    return rows
+
+
+def _build_summary_rows(items: list[ReceiptLineItem], q: str) -> list[dict]:
+    q_norm = q.strip().lower()
+    grouped: dict[str, dict] = {}
+
+    for item in items:
+        row = _build_row(item)
+        if row is None:
+            continue
+
+        item_name = row["description"]
+        if q_norm and q_norm not in item_name.lower():
+            continue
+
+        line_total_dec = _to_decimal(row["line_total"])
+        rating_dec = _to_decimal(row["quality_rating"])
+
+        bucket = grouped.setdefault(
+            item_name,
+            {
+                "item": item_name,
+                "count": 0,
+                "prices": [],
+                "rated_count": 0,
+                "rating_sum": Decimal("0"),
+            },
+        )
+
+        bucket["count"] += 1
+        if line_total_dec is not None:
+            bucket["prices"].append(line_total_dec)
+        if rating_dec is not None:
+            bucket["rated_count"] += 1
+            bucket["rating_sum"] += rating_dec
+
+    rows = []
+    for bucket in grouped.values():
+        prices = bucket["prices"]
+        avg_price = ""
+        min_price = ""
+        max_price = ""
+
+        if prices:
+            avg_price = str((sum(prices) / len(prices)).quantize(Decimal("0.01")))
+            min_price = str(min(prices).quantize(Decimal("0.01")))
+            max_price = str(max(prices).quantize(Decimal("0.01")))
+
+        avg_rating = ""
+        if bucket["rated_count"] > 0:
+            avg_rating = str((bucket["rating_sum"] / bucket["rated_count"]).quantize(Decimal("0.01")))
+
+        rows.append(
+            {
+                "item": bucket["item"],
+                "count": bucket["count"],
+                "avg_price": avg_price,
+                "min_price": min_price,
+                "max_price": max_price,
+                "rated_count": bucket["rated_count"],
+                "avg_rating": avg_rating,
+            }
+        )
+
+    rows.sort(key=lambda x: (x["count"], x["item"]), reverse=True)
+    return rows
+
+
 @router.post("/{line_item_id}/review", response_class=RedirectResponse)
 def save_line_item_review(
     line_item_id: int,
@@ -165,13 +297,88 @@ def save_line_item_review(
         return RedirectResponse(url="/queue/?tab=quality", status_code=303)
 
     redirect_url = (
-        f"/line-items/?q={q}&merchant={merchant}&category={category}"
+        f"/line-items/?tab=advanced-search"
+        f"&q={q}&merchant={merchant}&category={category}"
         f"&date_from={date_from}&date_to={date_to}"
         f"&rating_min={rating_min}&rating_max={rating_max}"
     )
     return RedirectResponse(url=redirect_url, status_code=303)
 
 
+@router.get("/", response_class=HTMLResponse)
+def list_line_items(
+    request: Request,
+    q: str = Query("", description="Item description contains"),
+    merchant: str = Query("", description="Merchant contains"),
+    category: str = Query("", description="Category equals"),
+    date_from: str = Query("", description="YYYY-MM-DD"),
+    date_to: str = Query("", description="YYYY-MM-DD"),
+    rating_min: str = Query("", description="Minimum rating"),
+    rating_max: str = Query("", description="Maximum rating"),
+    tab: str = Query("summary"),
+    db: Session = Depends(get_db),
+):
+    items = _load_all_items(db)
+
+    has_advanced_query = any([
+        q.strip(),
+        merchant.strip(),
+        category.strip(),
+        date_from.strip(),
+        date_to.strip(),
+        rating_min.strip(),
+        rating_max.strip(),
+    ])
+
+    detail_rows = []
+    if has_advanced_query:
+        detail_rows = _build_filtered_rows(
+            items=items,
+            q=q,
+            merchant=merchant,
+            category=category,
+            date_from=date_from,
+            date_to=date_to,
+            rating_min=rating_min,
+            rating_max=rating_max,
+        )
+
+    summary_rows = _build_summary_rows(items=items, q=q)
+
+    if tab not in {"summary", "advanced-search"}:
+        tab = "summary"
+
+    if tab == "summary" and any([merchant.strip(), category.strip(), date_from.strip(), date_to.strip(), rating_min.strip(), rating_max.strip()]):
+        tab = "advanced-search"
+
+    return templates.TemplateResponse(
+        request=request,
+        name="line_items/list.html",
+        context={
+            "request": request,
+            "rows": detail_rows,
+            "summary_rows": summary_rows,
+            "q": q,
+            "merchant": merchant,
+            "category": category,
+            "date_from": date_from,
+            "date_to": date_to,
+            "rating_min": rating_min,
+            "rating_max": rating_max,
+            "active_tab": tab,
+            "has_advanced_query": has_advanced_query,
+            "active_page": "line_items",
+        },
+    )
+
+
+@router.get("/summary", response_class=RedirectResponse)
+def summarize_line_items_redirect(
+    q: str = Query("", description="Item contains"),
+):
+    return RedirectResponse(url=f"/line-items/?tab=summary&q={q}", status_code=303)
+
+
 @router.get("/queue", response_class=HTMLResponse)
 def quality_queue(
     request: Request,
@@ -214,170 +421,3 @@ def quality_queue(
             "active_page": "line_items",
         },
     )
-
-
-@router.get("/", response_class=HTMLResponse)
-def list_line_items(
-    request: Request,
-    q: str = Query("", description="Item description contains"),
-    merchant: str = Query("", description="Merchant contains"),
-    category: str = Query("", description="Category equals"),
-    date_from: str = Query("", description="YYYY-MM-DD"),
-    date_to: str = Query("", description="YYYY-MM-DD"),
-    rating_min: str = Query("", description="Minimum rating"),
-    rating_max: str = Query("", description="Maximum rating"),
-    db: Session = Depends(get_db),
-):
-    items = (
-        db.query(ReceiptLineItem)
-        .options(
-            selectinload(ReceiptLineItem.document).selectinload(Document.extracted_fields)
-        )
-        .order_by(ReceiptLineItem.id.desc())
-        .all()
-    )
-
-    q_norm = q.strip().lower()
-    merchant_norm = merchant.strip().lower()
-    category_norm = category.strip().lower()
-    rating_min_dec = _to_decimal(rating_min)
-    rating_max_dec = _to_decimal(rating_max)
-
-    rows: list[dict] = []
-
-    for item in items:
-        row = _build_row(item)
-        if row is None:
-            continue
-
-        quality_rating_dec = _to_decimal(row["quality_rating"])
-
-        if q_norm and q_norm not in row["description"].lower():
-            continue
-        if merchant_norm and merchant_norm not in row["merchant"].lower():
-            continue
-        if category_norm and category_norm not in row["category"].lower():
-            continue
-        if date_from and (not row["transaction_date"] or row["transaction_date"] < date_from):
-            continue
-        if date_to and (not row["transaction_date"] or row["transaction_date"] > date_to):
-            continue
-        if rating_min_dec is not None:
-            if quality_rating_dec is None or quality_rating_dec < rating_min_dec:
-                continue
-        if rating_max_dec is not None:
-            if quality_rating_dec is None or quality_rating_dec > rating_max_dec:
-                continue
-
-        rows.append(row)
-
-    rows.sort(
-        key=lambda row: (
-            row["transaction_date"] or "",
-            row["merchant"] or "",
-            row["description"] or "",
-        ),
-        reverse=True,
-    )
-
-    return templates.TemplateResponse(
-        request=request,
-        name="line_items/list.html",
-        context={
-            "request": request,
-            "rows": rows,
-            "q": q,
-            "merchant": merchant,
-            "category": category,
-            "date_from": date_from,
-            "date_to": date_to,
-            "rating_min": rating_min,
-            "rating_max": rating_max,
-            "active_page": "line_items",
-        },
-    )
-
-
-@router.get("/summary", response_class=HTMLResponse)
-def summarize_line_items(
-    request: Request,
-    q: str = Query("", description="Item contains"),
-    db: Session = Depends(get_db),
-):
-    query = (
-        db.query(
-            ReceiptLineItem.normalized_description.label("item"),
-            func.count().label("count"),
-            func.avg(ReceiptLineItem.line_total).label("avg_price"),
-            func.min(ReceiptLineItem.line_total).label("min_price"),
-            func.max(ReceiptLineItem.line_total).label("max_price"),
-        )
-    )
-
-    if q:
-        query = query.filter(
-            ReceiptLineItem.normalized_description.ilike(f"%{q}%")
-        )
-
-    query = query.group_by(ReceiptLineItem.normalized_description)
-    results = query.all()
-
-    rating_query = db.query(
-        ReceiptLineItem.normalized_description,
-        ReceiptLineItem.extra_json,
-    )
-    if q:
-        rating_query = rating_query.filter(
-            ReceiptLineItem.normalized_description.ilike(f"%{q}%")
-        )
-    rating_rows = rating_query.all()
-
-    rating_map: dict[str, dict[str, Decimal | int]] = {}
-
-    for item_name, extra_json in rating_rows:
-        key = item_name or ""
-        rating_info = rating_map.setdefault(
-            key,
-            {"rated_count": 0, "rating_sum": Decimal("0")}
-        )
-        extra = extra_json or {}
-        rating_dec = _to_decimal(extra.get("quality_rating"))
-        if rating_dec is not None:
-            rating_info["rated_count"] += 1
-            rating_info["rating_sum"] += rating_dec
-
-    rows = []
-    for r in results:
-        item_name = r.item or ""
-        rating_info = rating_map.get(item_name, {"rated_count": 0, "rating_sum": Decimal("0")})
-        rated_count = int(rating_info["rated_count"])
-        rating_sum = rating_info["rating_sum"]
-
-        avg_rating = ""
-        if rated_count > 0:
-            avg_rating = str((rating_sum / rated_count).quantize(Decimal("0.01")))
-
-        rows.append(
-            {
-                "item": item_name,
-                "count": r.count,
-                "avg_price": str(round(r.avg_price, 2)) if r.avg_price is not None else "",
-                "min_price": str(r.min_price) if r.min_price is not None else "",
-                "max_price": str(r.max_price) if r.max_price is not None else "",
-                "rated_count": rated_count,
-                "avg_rating": avg_rating,
-            }
-        )
-
-    rows.sort(key=lambda x: (x["count"], x["item"]), reverse=True)
-
-    return templates.TemplateResponse(
-        request=request,
-        name="line_items/summary.html",
-        context={
-            "request": request,
-            "rows": rows,
-            "q": q,
-            "active_page": "line_item_summary",
-        },
-    )
diff --git a/app/templates/dashboard.html b/app/templates/dashboard.html
index 6101cb3..3874cf4 100644
--- a/app/templates/dashboard.html
+++ b/app/templates/dashboard.html
@@ -4,6 +4,45 @@
     <meta charset="UTF-8">
     <title>Dashboard</title>
     <link rel="stylesheet" href="/static/app.css">
+    <style>
+        .stats-grid {
+            display: grid;
+            grid-template-columns: repeat(3, minmax(0, 1fr));
+            gap: 0.85rem;
+        }
+
+        .stat-card {
+            border: 1px solid #d7dce5;
+            border-radius: 14px;
+            padding: 0.85rem 1rem;
+            background: #f8fafc;
+        }
+
+        .stat-label {
+            font-size: 0.78rem;
+            color: #6b7280;
+            margin-bottom: 0.35rem;
+        }
+
+        .stat-value {
+            font-size: 1.35rem;
+            font-weight: 700;
+            color: #111827;
+            line-height: 1.1;
+        }
+
+        .compact-button-row {
+            display: flex;
+            flex-wrap: wrap;
+            gap: 0.75rem;
+        }
+
+        @media (max-width: 900px) {
+            .stats-grid {
+                grid-template-columns: 1fr;
+            }
+        }
+    </style>
 </head>
 <body>
 <div class="app-shell" id="app-shell">
@@ -18,36 +57,71 @@
         </div>
 
         <div class="card">
-            <div class="button-row">
+            <div class="compact-button-row">
                 <a class="button-link primary" href="/documents/">Open documents</a>
                 <a class="button-link" href="/queue/">Open queue</a>
                 <a class="button-link" href="/line-items/">Open line items</a>
-                <a class="button-link" href="/line-items/summary">Open summary</a>
                 <a class="button-link" href="/ingest/">Open ingest</a>
             </div>
         </div>
 
         <div class="card">
             <h2 class="card-title">Document overview</h2>
-            <div class="meta-grid">
-                <div class="meta-item"><span class="meta-label">Total documents</span>{{ total_documents }}</div>
-                <div class="meta-item"><span class="meta-label">Active documents</span>{{ active_documents }}</div>
-                <div class="meta-item"><span class="meta-label">Reviewed documents</span>{{ reviewed_documents }}</div>
-                <div class="meta-item"><span class="meta-label">Pending OCR/review</span>{{ pending_review_documents }}</div>
-                <div class="meta-item"><span class="meta-label">Extracted field rows</span>{{ extracted_documents }}</div>
-                <div class="meta-item"><span class="meta-label">Trashed documents</span>{{ trashed_documents }}</div>
+            <div class="stats-grid">
+                <div class="stat-card">
+                    <div class="stat-label">Total documents</div>
+                    <div class="stat-value">{{ total_documents }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Active documents</div>
+                    <div class="stat-value">{{ active_documents }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Reviewed documents</div>
+                    <div class="stat-value">{{ reviewed_documents }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Pending OCR/review</div>
+                    <div class="stat-value">{{ pending_review_documents }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Extracted field rows</div>
+                    <div class="stat-value">{{ extracted_documents }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Trashed documents</div>
+                    <div class="stat-value">{{ trashed_documents }}</div>
+                </div>
             </div>
         </div>
 
         <div class="card">
             <h2 class="card-title">Line item overview</h2>
-            <div class="meta-grid">
-                <div class="meta-item"><span class="meta-label">Total line items</span>{{ total_line_items }}</div>
-                <div class="meta-item"><span class="meta-label">Cocktail items</span>{{ cocktail_count }}</div>
-                <div class="meta-item"><span class="meta-label">Rated cocktails</span>{{ rated_cocktails }}</div>
-                <div class="meta-item"><span class="meta-label">Pending cocktail ratings</span>{{ pending_cocktail_reviews }}</div>
-                <div class="meta-item"><span class="meta-label">Cocktails marked N/A</span>{{ na_cocktails }}</div>
-                <div class="meta-item"><span class="meta-label">Average cocktail rating</span>{{ avg_cocktail_rating or "—" }}</div>
+            <div class="stats-grid">
+                <div class="stat-card">
+                    <div class="stat-label">Total line items</div>
+                    <div class="stat-value">{{ total_line_items }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Cocktail items</div>
+                    <div class="stat-value">{{ cocktail_count }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Rated cocktails</div>
+                    <div class="stat-value">{{ rated_cocktails }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Pending cocktail ratings</div>
+                    <div class="stat-value">{{ pending_cocktail_reviews }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Cocktails marked N/A</div>
+                    <div class="stat-value">{{ na_cocktails }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Average cocktail rating</div>
+                    <div class="stat-value">{{ avg_cocktail_rating or "—" }}</div>
+                </div>
             </div>
         </div>
 
@@ -60,7 +134,7 @@
                             <tr>
                                 <th>Document</th>
                                 <th>Type</th>
-                                <th>Review status</th>
+                                <th>Review Status</th>
                                 <th>Updated</th>
                             </tr>
                         </thead>
@@ -69,7 +143,11 @@
                             <tr>
                                 <td><a href="/documents/{{ doc.document_id }}">{{ doc.document_id }}</a></td>
                                 <td>{{ doc.document_type }}</td>
-                                <td><span class="badge {% if doc.review_status == 'reviewed' %}reviewed{% else %}pending{% endif %}">{{ doc.review_status }}</span></td>
+                                <td>
+                                    <span class="badge {% if doc.review_status == 'reviewed' %}reviewed{% else %}pending{% endif %}">
+                                        {{ doc.review_status }}
+                                    </span>
+                                </td>
                                 <td>{{ doc.updated_at }}</td>
                             </tr>
                             {% endfor %}
@@ -77,7 +155,7 @@
                     </table>
                 </div>
             {% else %}
-                <p class="empty-state">No documents found.</p>
+                <p class="empty-state">No recent documents found.</p>
             {% endif %}
         </div>
 
@@ -94,7 +172,6 @@
                                 <th>Category</th>
                                 <th>Total</th>
                                 <th>Rating</th>
-                                <th>Status</th>
                                 <th>Document</th>
                             </tr>
                         </thead>
@@ -106,8 +183,15 @@
                                 <td>{{ row.description }}</td>
                                 <td>{{ row.category }}</td>
                                 <td>{{ row.line_total }}</td>
-                                <td>{{ row.quality_rating }}</td>
-                                <td>{{ row.quality_status }}</td>
+                                <td>
+                                    {% if row.quality_rating %}
+                                        {{ row.quality_rating }}
+                                    {% elif row.quality_status == "na" %}
+                                        N/A
+                                    {% else %}
+                                        —
+                                    {% endif %}
+                                </td>
                                 <td><a href="/documents/{{ row.document_id }}?tab=extracted-fields">{{ row.document_id }}</a></td>
                             </tr>
                             {% endfor %}
@@ -115,7 +199,7 @@
                     </table>
                 </div>
             {% else %}
-                <p class="empty-state">No line items found.</p>
+                <p class="empty-state">No recent line items found.</p>
             {% endif %}
         </div>
     </main>
@@ -125,16 +209,17 @@
 (function () {
     const appShell = document.getElementById("app-shell");
     const menuToggle = document.getElementById("menu-toggle");
-    if (!appShell || !menuToggle) return;
-    menuToggle.addEventListener("click", function () {
-        appShell.classList.toggle("nav-open");
-    });
-    menuToggle.addEventListener("keydown", function (e) {
-        if (e.key === "Enter" || e.key === " ") {
-            e.preventDefault();
+    if (appShell && menuToggle) {
+        menuToggle.addEventListener("click", function () {
             appShell.classList.toggle("nav-open");
-        }
-    });
+        });
+        menuToggle.addEventListener("keydown", function (e) {
+            if (e.key === "Enter" || e.key === " ") {
+                e.preventDefault();
+                appShell.classList.toggle("nav-open");
+            }
+        });
+    }
 })();
 </script>
 </body>
diff --git a/app/templates/documents/list.html b/app/templates/documents/list.html
index 4ea6e72..1240b6f 100644
--- a/app/templates/documents/list.html
+++ b/app/templates/documents/list.html
@@ -13,20 +13,74 @@
         <div class="topbar">
             <div>
                 <h1 class="page-title">Documents</h1>
-                <p class="page-subtitle">Active documents available for review and processing.</p>
+                <p class="page-subtitle">Browse all documents or refine with advanced search.</p>
             </div>
         </div>
 
         <div class="card">
-            <div class="button-row">
-                <a class="button-link primary" href="/ingest/">Open ingest</a>
-                <a class="button-link" href="/queue/">Open review queue</a>
-                <a class="button-link" href="/trash/">Open trash</a>
+            <div class="right-pane-tabs">
+                <button class="tab-button{% if active_tab == 'all-documents' %} active{% endif %}" type="button" data-tab="all-documents">All Documents</button>
+                <button class="tab-button{% if active_tab == 'advanced-search' %} active{% endif %}" type="button" data-tab="advanced-search">Advanced Search</button>
+            </div>
+
+            <div class="tab-panel{% if active_tab == 'all-documents' %} active{% endif %}" data-panel="all-documents">
+                <h2 class="card-title">All Documents</h2>
+                <p class="page-subtitle">Showing all active documents. Use the quick search below or switch to Advanced Search.</p>
+
+                <form method="get" action="/documents/">
+                    <input type="hidden" name="tab" value="all-documents">
+                    <div class="form-grid">
+                        <div class="form-field">
+                            <input id="q" type="text" name="q" value="{{ q }}" placeholder="merchant, filename, document id, owner, note">
+                        </div>
+                    </div>
+
+                    <div class="button-row" style="margin-top: 1rem;">
+                        <button class="primary" type="submit">Search</button>
+                        <a class="button-link" href="/documents/?tab=all-documents">Clear</a>
+                    </div>
+                </form>
+            </div>
+
+            <div class="tab-panel{% if active_tab == 'advanced-search' %} active{% endif %}" data-panel="advanced-search">
+                <h2 class="card-title">Advanced Search</h2>
+
+                <form method="get" action="/documents/">
+                    <input type="hidden" name="tab" value="advanced-search">
+                    <div class="form-grid">
+                        <div class="form-field">
+                            <label for="q_advanced">Search</label>
+                            <input id="q_advanced" type="text" name="q" value="{{ q }}" placeholder="merchant, filename, document id, owner, note">
+                        </div>
+                        <div class="form-field">
+                            <label for="document_type">Document type</label>
+                            <input id="document_type" type="text" name="document_type" value="{{ document_type }}" placeholder="receipt">
+                        </div>
+                        <div class="form-field">
+                            <label for="review_status">Review status</label>
+                            <input id="review_status" type="text" name="review_status" value="{{ review_status }}" placeholder="reviewed">
+                        </div>
+                        <div class="form-field">
+                            <label for="merchant">Merchant contains</label>
+                            <input id="merchant" type="text" name="merchant" value="{{ merchant }}" placeholder="Bar Margaret">
+                        </div>
+                        <div class="form-field">
+                            <label for="owner_primary">Owner contains</label>
+                            <input id="owner_primary" type="text" name="owner_primary" value="{{ owner_primary }}" placeholder="Sean McElwain">
+                        </div>
+                    </div>
+
+                    <div class="button-row" style="margin-top: 1rem;">
+                        <button class="primary" type="submit">Search</button>
+                        <a class="button-link" href="/documents/?tab=advanced-search">Clear</a>
+                    </div>
+                </form>
             </div>
         </div>
 
         <div class="card">
-            <h2 class="card-title">All documents</h2>
+            <h2 class="card-title">Documents</h2>
+
             {% if documents %}
                 <div class="table-wrap">
                     <table>
@@ -34,8 +88,8 @@
                             <tr>
                                 <th>Document</th>
                                 <th>Type</th>
-                                <th>Review status</th>
-                                <th>Current path</th>
+                                <th>Review Status</th>
+                                <th>Current Path</th>
                                 <th>Updated</th>
                             </tr>
                         </thead>
@@ -44,7 +98,11 @@
                             <tr>
                                 <td><a href="/documents/{{ doc.document_id }}">{{ doc.document_id }}</a></td>
                                 <td>{{ doc.document_type }}</td>
-                                <td><span class="badge {% if doc.review_status == 'reviewed' %}reviewed{% else %}pending{% endif %}">{{ doc.review_status }}</span></td>
+                                <td>
+                                    <span class="badge {% if doc.review_status == 'reviewed' %}reviewed{% else %}pending{% endif %}">
+                                        {{ doc.review_status }}
+                                    </span>
+                                </td>
                                 <td>{{ doc.current_path }}</td>
                                 <td>{{ doc.updated_at }}</td>
                             </tr>
@@ -53,7 +111,7 @@
                     </table>
                 </div>
             {% else %}
-                <p class="empty-state">No documents found.</p>
+                <p class="empty-state">No documents matched the current search.</p>
             {% endif %}
         </div>
     </main>
@@ -63,15 +121,39 @@
 (function () {
     const appShell = document.getElementById("app-shell");
     const menuToggle = document.getElementById("menu-toggle");
-    if (!appShell || !menuToggle) return;
-    menuToggle.addEventListener("click", function () {
-        appShell.classList.toggle("nav-open");
-    });
-    menuToggle.addEventListener("keydown", function (e) {
-        if (e.key === "Enter" || e.key === " ") {
-            e.preventDefault();
+    if (appShell && menuToggle) {
+        menuToggle.addEventListener("click", function () {
             appShell.classList.toggle("nav-open");
-        }
+        });
+        menuToggle.addEventListener("keydown", function (e) {
+            if (e.key === "Enter" || e.key === " ") {
+                e.preventDefault();
+                appShell.classList.toggle("nav-open");
+            }
+        });
+    }
+
+    const tabButtons = document.querySelectorAll("[data-tab]");
+    const tabPanels = document.querySelectorAll("[data-panel]");
+
+    function activateTab(target) {
+        tabButtons.forEach(function (b) {
+            b.classList.toggle("active", b.getAttribute("data-tab") === target);
+        });
+        tabPanels.forEach(function (p) {
+            p.classList.toggle("active", p.getAttribute("data-panel") === target);
+        });
+    }
+
+    tabButtons.forEach(function (btn) {
+        btn.addEventListener("click", function () {
+            const target = btn.getAttribute("data-tab");
+            activateTab(target);
+
+            const url = new URL(window.location.href);
+            url.searchParams.set("tab", target);
+            window.history.replaceState({}, "", url.toString());
+        });
     });
 })();
 </script>
diff --git a/app/templates/line_items/list.html b/app/templates/line_items/list.html
index 1c0c761..f3c0b68 100644
--- a/app/templates/line_items/list.html
+++ b/app/templates/line_items/list.html
@@ -13,112 +13,181 @@
         <div class="topbar">
             <div>
                 <h1 class="page-title">Line Items</h1>
-                <p class="page-subtitle">Search extracted purchase lines across documents</p>
+                <p class="page-subtitle">Analyze extracted purchase lines, prices, and ratings</p>
             </div>
         </div>
 
         <div class="card">
-            <form method="get" action="/line-items/">
-                <div class="form-grid">
-                    <div class="form-field">
-                        <label for="q">Item contains</label>
-                        <input id="q" type="text" name="q" value="{{ q }}" placeholder="margarita">
-                    </div>
-                    <div class="form-field">
-                        <label for="merchant">Merchant contains</label>
-                        <input id="merchant" type="text" name="merchant" value="{{ merchant }}" placeholder="El Canelo">
-                    </div>
-                    <div class="form-field">
-                        <label for="category">Category</label>
-                        <input id="category" type="text" name="category" value="{{ category }}" placeholder="cocktail">
-                    </div>
-                    <div class="form-field">
-                        <label for="date_from">Date from</label>
-                        <input id="date_from" type="date" name="date_from" value="{{ date_from }}">
-                    </div>
-                    <div class="form-field">
-                        <label for="date_to">Date to</label>
-                        <input id="date_to" type="date" name="date_to" value="{{ date_to }}">
-                    </div>
-                    <div class="form-field">
-                        <label for="rating_min">Min rating</label>
-                        <input id="rating_min" type="text" name="rating_min" value="{{ rating_min }}" placeholder="7">
-                    </div>
-                    <div class="form-field">
-                        <label for="rating_max">Max rating</label>
-                        <input id="rating_max" type="text" name="rating_max" value="{{ rating_max }}" placeholder="10">
-                    </div>
-                </div>
+            <div class="right-pane-tabs">
+                <button class="tab-button{% if active_tab == 'summary' %} active{% endif %}" type="button" data-tab="summary">Summary</button>
+                <button class="tab-button{% if active_tab == 'advanced-search' %} active{% endif %}" type="button" data-tab="advanced-search">Advanced Search</button>
+            </div>
 
-                <div class="button-row" style="margin-top: 1rem;">
-                    <button class="primary" type="submit">Search</button>
-                    <a class="button-link" href="/line-items/">Clear</a>
-                    <a class="button-link" href="/line-items/summary?q={{ q }}">Summary view</a>
-                </div>
-            </form>
-        </div>
+            <div class="tab-panel{% if active_tab == 'summary' %} active{% endif %}" data-panel="summary">
+                <h2 class="card-title">Line Item Summary</h2>
 
-        <div class="card">
-            <h2 class="card-title">Results</h2>
-
-            {% if rows %}
-                {% for row in rows %}
-                <div class="card" style="margin-bottom: 1rem;">
-                    <div class="topbar" style="margin-bottom: 0.75rem;">
-                        <div>
-                            <div class="page-subtitle">{{ row.transaction_date }} · {{ row.merchant }}</div>
-                            <h3 class="card-title" style="margin: 0.2rem 0 0 0;">{{ row.description }}</h3>
-                            <div class="page-subtitle">{{ row.raw_description }}</div>
-                        </div>
-                        <div class="badges">
-                            {% if row.category %}
-                                <span class="badge">{{ row.category }}</span>
-                            {% endif %}
-                            {% if row.quantity %}
-                                <span class="badge">Qty {{ row.quantity }}</span>
-                            {% endif %}
-                            {% if row.line_total %}
-                                <span class="badge">${{ row.line_total }}</span>
-                            {% endif %}
-                            {% if row.confidence %}
-                                <span class="badge">Conf {{ row.confidence }}</span>
-                            {% endif %}
-                            {% if row.quality_rating %}
-                                <span class="badge reviewed">Rating {{ row.quality_rating }}</span>
-                            {% endif %}
+                <form method="get" action="/line-items/">
+                    <input type="hidden" name="tab" value="summary">
+                    <div class="form-grid">
+                        <div class="form-field">
+                            <label for="summary_q">Item contains</label>
+                            <input id="summary_q" type="text" name="q" value="{{ q }}" placeholder="margarita">
                         </div>
                     </div>
 
-                    <form method="post" action="/line-items/{{ row.line_item_id }}/review">
-                        <input type="hidden" name="q" value="{{ q }}">
-                        <input type="hidden" name="merchant" value="{{ merchant }}">
-                        <input type="hidden" name="category" value="{{ category }}">
-                        <input type="hidden" name="date_from" value="{{ date_from }}">
-                        <input type="hidden" name="date_to" value="{{ date_to }}">
-                        <input type="hidden" name="rating_min" value="{{ rating_min }}">
-                        <input type="hidden" name="rating_max" value="{{ rating_max }}">
+                    <div class="button-row" style="margin-top: 1rem;">
+                        <button class="primary" type="submit">Search</button>
+                        <a class="button-link" href="/line-items/?tab=summary">Clear</a>
+                        <a class="button-link" href="/line-items/?tab=advanced-search&q={{ q }}">Detailed view</a>
+                    </div>
+                </form>
 
-                        <div class="form-grid">
-                            <div class="form-field">
-                                <label for="quality_rating_{{ row.line_item_id }}">Quality rating</label>
-                                <input id="quality_rating_{{ row.line_item_id }}" type="text" name="quality_rating" value="{{ row.quality_rating }}" placeholder="e.g. 8.5 or 4/5">
+                <div style="margin-top: 1.25rem;">
+                    <h2 class="card-title">Summary Results</h2>
+
+                    {% if summary_rows %}
+                        <div class="table-wrap">
+                            <table>
+                                <thead>
+                                    <tr>
+                                        <th>Item</th>
+                                        <th>Count</th>
+                                        <th>Avg Price</th>
+                                        <th>Min Price</th>
+                                        <th>Max Price</th>
+                                        <th>Rated Count</th>
+                                        <th>Avg Rating</th>
+                                    </tr>
+                                </thead>
+                                <tbody>
+                                    {% for row in summary_rows %}
+                                    <tr>
+                                        <td>{{ row.item }}</td>
+                                        <td>{{ row.count }}</td>
+                                        <td>{{ row.avg_price }}</td>
+                                        <td>{{ row.min_price }}</td>
+                                        <td>{{ row.max_price }}</td>
+                                        <td>{{ row.rated_count }}</td>
+                                        <td>{{ row.avg_rating }}</td>
+                                    </tr>
+                                    {% endfor %}
+                                </tbody>
+                            </table>
+                        </div>
+                    {% else %}
+                        <p class="empty-state">No summary rows found for the current search.</p>
+                    {% endif %}
+                </div>
+            </div>
+
+            <div class="tab-panel{% if active_tab == 'advanced-search' %} active{% endif %}" data-panel="advanced-search">
+                <h2 class="card-title">Advanced Search</h2>
+
+                <form method="get" action="/line-items/">
+                    <input type="hidden" name="tab" value="advanced-search">
+                    <div class="form-grid">
+                        <div class="form-field">
+                            <label for="q">Item contains</label>
+                            <input id="q" type="text" name="q" value="{{ q }}" placeholder="margarita">
+                        </div>
+                        <div class="form-field">
+                            <label for="merchant">Merchant contains</label>
+                            <input id="merchant" type="text" name="merchant" value="{{ merchant }}" placeholder="El Canelo">
+                        </div>
+                        <div class="form-field">
+                            <label for="category">Category</label>
+                            <input id="category" type="text" name="category" value="{{ category }}" placeholder="cocktail">
+                        </div>
+                        <div class="form-field">
+                            <label for="date_from">Date from</label>
+                            <input id="date_from" type="date" name="date_from" value="{{ date_from }}">
+                        </div>
+                        <div class="form-field">
+                            <label for="date_to">Date to</label>
+                            <input id="date_to" type="date" name="date_to" value="{{ date_to }}">
+                        </div>
+                        <div class="form-field">
+                            <label for="rating_min">Min rating</label>
+                            <input id="rating_min" type="text" name="rating_min" value="{{ rating_min }}" placeholder="7">
+                        </div>
+                        <div class="form-field">
+                            <label for="rating_max">Max rating</label>
+                            <input id="rating_max" type="text" name="rating_max" value="{{ rating_max }}" placeholder="10">
+                        </div>
+                    </div>
+
+                    <div class="button-row" style="margin-top: 1rem;">
+                        <button class="primary" type="submit">Search</button>
+                        <a class="button-link" href="/line-items/?tab=advanced-search">Clear</a>
+                    </div>
+                </form>
+
+                <div style="margin-top: 1.25rem;">
+                    <h2 class="card-title">Results</h2>
+
+                    {% if not has_advanced_query %}
+                        <p class="empty-state">Enter one or more filters and run a search to view detailed line-item results.</p>
+                    {% elif rows %}
+                        {% for row in rows %}
+                        <div class="card" style="margin-bottom: 1rem;">
+                            <div class="topbar" style="margin-bottom: 0.75rem;">
+                                <div>
+                                    <div class="page-subtitle">{{ row.transaction_date }} · {{ row.merchant }}</div>
+                                    <h3 class="card-title" style="margin: 0.2rem 0 0 0;">{{ row.description }}</h3>
+                                    <div class="page-subtitle">{{ row.raw_description }}</div>
+                                </div>
+                                <div class="badges">
+                                    {% if row.category %}
+                                        <span class="badge">{{ row.category }}</span>
+                                    {% endif %}
+                                    {% if row.quantity %}
+                                        <span class="badge">Qty {{ row.quantity }}</span>
+                                    {% endif %}
+                                    {% if row.line_total %}
+                                        <span class="badge">${{ row.line_total }}</span>
+                                    {% endif %}
+                                    {% if row.confidence %}
+                                        <span class="badge">Conf {{ row.confidence }}</span>
+                                    {% endif %}
+                                    {% if row.quality_rating %}
+                                        <span class="badge reviewed">Rating {{ row.quality_rating }}</span>
+                                    {% endif %}
+                                </div>
                             </div>
-                            <div class="form-field full">
-                                <label for="quality_note_{{ row.line_item_id }}">Quality note</label>
-                                <textarea id="quality_note_{{ row.line_item_id }}" name="quality_note" rows="3" placeholder="Taste, portion, texture, service notes...">{{ row.quality_note }}</textarea>
-                            </div>
-                        </div>
 
-                        <div class="button-row" style="margin-top: 1rem;">
-                            <button class="primary" type="submit">Save rating/note</button>
-                            <a class="button-link" href="/documents/{{ row.document_id }}?tab=extracted-fields">Open document</a>
+                            <form method="post" action="/line-items/{{ row.line_item_id }}/review">
+                                <input type="hidden" name="q" value="{{ q }}">
+                                <input type="hidden" name="merchant" value="{{ merchant }}">
+                                <input type="hidden" name="category" value="{{ category }}">
+                                <input type="hidden" name="date_from" value="{{ date_from }}">
+                                <input type="hidden" name="date_to" value="{{ date_to }}">
+                                <input type="hidden" name="rating_min" value="{{ rating_min }}">
+                                <input type="hidden" name="rating_max" value="{{ rating_max }}">
+                                <input type="hidden" name="return_to" value="list">
+
+                                <div class="form-grid">
+                                    <div class="form-field">
+                                        <label for="quality_rating_{{ row.line_item_id }}">Quality rating</label>
+                                        <input id="quality_rating_{{ row.line_item_id }}" type="text" name="quality_rating" value="{{ row.quality_rating }}" placeholder="e.g. 8.5 or 4/5">
+                                    </div>
+                                    <div class="form-field full">
+                                        <label for="quality_note_{{ row.line_item_id }}">Quality note</label>
+                                        <textarea id="quality_note_{{ row.line_item_id }}" name="quality_note" rows="3" placeholder="Taste, portion, texture, service notes...">{{ row.quality_note }}</textarea>
+                                    </div>
+                                </div>
+
+                                <div class="button-row" style="margin-top: 1rem;">
+                                    <button class="primary" type="submit">Save rating/note</button>
+                                    <a class="button-link" href="/documents/{{ row.document_id }}?tab=extracted-fields">Open document</a>
+                                </div>
+                            </form>
                         </div>
-                    </form>
+                        {% endfor %}
+                    {% else %}
+                        <p class="empty-state">No line items found for the current filters.</p>
+                    {% endif %}
                 </div>
-                {% endfor %}
-            {% else %}
-                <p class="empty-state">No line items found for the current filters.</p>
-            {% endif %}
+            </div>
         </div>
     </main>
 </div>
@@ -138,6 +207,29 @@
             }
         });
     }
+
+    const tabButtons = document.querySelectorAll("[data-tab]");
+    const tabPanels = document.querySelectorAll("[data-panel]");
+
+    function activateTab(target) {
+        tabButtons.forEach(function (b) {
+            b.classList.toggle("active", b.getAttribute("data-tab") === target);
+        });
+        tabPanels.forEach(function (p) {
+            p.classList.toggle("active", p.getAttribute("data-panel") === target);
+        });
+    }
+
+    tabButtons.forEach(function (btn) {
+        btn.addEventListener("click", function () {
+            const target = btn.getAttribute("data-tab");
+            activateTab(target);
+
+            const url = new URL(window.location.href);
+            url.searchParams.set("tab", target);
+            window.history.replaceState({}, "", url.toString());
+        });
+    });
 })();
 </script>
 </body>
diff --git a/app/templates/line_items/queue.html b/app/templates/line_items/queue.html
new file mode 100644
index 0000000..2b22a18
--- /dev/null
+++ b/app/templates/line_items/queue.html
@@ -0,0 +1,101 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <title>Quality Review Queue</title>
+    <link rel="stylesheet" href="/static/app.css">
+</head>
+<body>
+<div class="app-shell" id="app-shell">
+    {% include "partials/sidebar.html" %}
+
+    <main class="main">
+        <div class="topbar">
+            <div>
+                <h1 class="page-title">Quality Review Queue</h1>
+                <p class="page-subtitle">Cocktails waiting for a rating or an N/A mark</p>
+            </div>
+        </div>
+
+        <div class="card">
+            {% if next_row %}
+                <div class="button-row">
+                    <a class="button-link primary" href="#item-{{ next_row.line_item_id }}">Jump to next item</a>
+                    <a class="button-link" href="/line-items/?category=cocktail">Open all cocktails</a>
+                </div>
+            {% else %}
+                <p class="empty-state">No cocktail line items are waiting for quality review.</p>
+            {% endif %}
+        </div>
+
+        <div class="card">
+            <h2 class="card-title">Pending quality reviews</h2>
+
+            {% if rows %}
+                {% for row in rows %}
+                <div class="card" id="item-{{ row.line_item_id }}" style="margin-bottom: 1rem;">
+                    <div class="topbar" style="margin-bottom: 0.75rem;">
+                        <div>
+                            <div class="page-subtitle">{{ row.transaction_date }} · {{ row.merchant }}</div>
+                            <h3 class="card-title" style="margin: 0.2rem 0 0 0;">{{ row.description }}</h3>
+                            <div class="page-subtitle">{{ row.raw_description }}</div>
+                        </div>
+                        <div class="badges">
+                            <span class="badge">{{ row.category }}</span>
+                            {% if row.quantity %}
+                                <span class="badge">Qty {{ row.quantity }}</span>
+                            {% endif %}
+                            {% if row.line_total %}
+                                <span class="badge">${{ row.line_total }}</span>
+                            {% endif %}
+                        </div>
+                    </div>
+
+                    <form method="post" action="/line-items/{{ row.line_item_id }}/review">
+                        <input type="hidden" name="return_to" value="quality_queue">
+
+                        <div class="form-grid">
+                            <div class="form-field">
+                                <label for="quality_rating_{{ row.line_item_id }}">Quality rating</label>
+                                <input id="quality_rating_{{ row.line_item_id }}" type="text" name="quality_rating" value="{{ row.quality_rating }}" placeholder="e.g. 8">
+                            </div>
+                            <div class="form-field full">
+                                <label for="quality_note_{{ row.line_item_id }}">Quality note</label>
+                                <textarea id="quality_note_{{ row.line_item_id }}" name="quality_note" rows="3" placeholder="Taste, sweetness, strength, food notes...">{{ row.quality_note }}</textarea>
+                            </div>
+                        </div>
+
+                        <div class="button-row" style="margin-top: 1rem;">
+                            <button class="primary" type="submit" name="quality_status" value="rated">Save rating</button>
+                            <button type="submit" name="quality_status" value="na">Mark N/A</button>
+                            <a class="button-link" href="/documents/{{ row.document_id }}?tab=extracted-fields">Open document</a>
+                        </div>
+                    </form>
+                </div>
+                {% endfor %}
+            {% else %}
+                <p class="empty-state">Nothing is waiting in the quality review queue.</p>
+            {% endif %}
+        </div>
+    </main>
+</div>
+
+<script>
+(function () {
+    const appShell = document.getElementById("app-shell");
+    const menuToggle = document.getElementById("menu-toggle");
+    if (appShell && menuToggle) {
+        menuToggle.addEventListener("click", function () {
+            appShell.classList.toggle("nav-open");
+        });
+        menuToggle.addEventListener("keydown", function (e) {
+            if (e.key === "Enter" || e.key === " ") {
+                e.preventDefault();
+                appShell.classList.toggle("nav-open");
+            }
+        });
+    }
+})();
+</script>
+</body>
+</html>
diff --git a/app/templates/partials/sidebar.html b/app/templates/partials/sidebar.html
index 4552ffb..60af95e 100644
--- a/app/templates/partials/sidebar.html
+++ b/app/templates/partials/sidebar.html
@@ -8,11 +8,11 @@
 
     <div class="sidebar-section-title">Workspace</div>
     <nav class="nav-list">
-        <a class="nav-link{% if active_page == 'documents' %} active{% endif %}" href="/documents/" title="Documents"><span class="nav-link-short">D</span><span class="nav-link-text">Documents</span></a>
-        <a class="nav-link{% if active_page == 'line_items' %} active{% endif %}" href="/line-items/" title="Line Items"><span class="nav-link-short">L</span><span class="nav-link-text">Line Items</span></a>
-        <a class="nav-link{% if active_page == 'line_item_summary' %} active{% endif %}" href="/line-items/summary" title="Line Item Summary"><span class="nav-link-short">S</span><span class="nav-link-text">Line Item Summary</span></a>
-        <a class="nav-link{% if active_page == 'queue' %} active{% endif %}" href="/queue/" title="Review Queue"><span class="nav-link-short">Q</span><span class="nav-link-text">Review Queue</span></a>
-        <a class="nav-link{% if active_page == 'trash' %} active{% endif %}" href="/trash/" title="Trash"><span class="nav-link-short">T</span><span class="nav-link-text">Trash</span></a>
-        <a class="nav-link{% if active_page == 'ingest' %} active{% endif %}" href="/ingest/" title="Ingest"><span class="nav-link-short">I</span><span class="nav-link-text">Ingest</span></a>
+        <a class="nav-link {% if active_page == 'dashboard' %}active{% endif %}" href="/" title="Dashboard"><span class="nav-link-short">H</span><span class="nav-link-text">Dashboard</span></a>
+        <a class="nav-link {% if active_page == 'documents' %}active{% endif %}" href="/documents/" title="Documents"><span class="nav-link-short">D</span><span class="nav-link-text">Documents</span></a>
+        <a class="nav-link {% if active_page == 'line_items' %}active{% endif %}" href="/line-items/" title="Line Items"><span class="nav-link-short">L</span><span class="nav-link-text">Line Items</span></a>
+        <a class="nav-link {% if active_page == 'queue' %}active{% endif %}" href="/queue/" title="Review Queue"><span class="nav-link-short">Q</span><span class="nav-link-text">Review Queue</span></a>
+        <a class="nav-link {% if active_page == 'trash' %}active{% endif %}" href="/trash/" title="Trash"><span class="nav-link-short">T</span><span class="nav-link-text">Trash</span></a>
+        <a class="nav-link {% if active_page == 'ingest' %}active{% endif %}" href="/ingest/" title="Ingest"><span class="nav-link-short">I</span><span class="nav-link-text">Ingest</span></a>
     </nav>
 </aside>
diff --git a/app/templates/queue/index.html b/app/templates/queue/index.html
index e034765..f4f923e 100644
--- a/app/templates/queue/index.html
+++ b/app/templates/queue/index.html
@@ -17,19 +17,7 @@
             </div>
         </div>
 
-        <div class="card">
-            <div class="button-row">
-                {% if next_ocr %}
-                    <a class="button-link primary" href="/documents/{{ next_ocr.document_id }}?queue=ocr">Next needing OCR review</a>
-                {% endif %}
-                {% if next_fields %}
-                    <a class="button-link" href="/documents/{{ next_fields.document_id }}?queue=fields">Next needing field extraction</a>
-                {% endif %}
-                {% if next_quality %}
-                    <a class="button-link" href="/queue/?tab=quality#quality-{{ next_quality.line_item_id }}">Next needing quality review</a>
-                {% endif %}
-            </div>
-        </div>
+        
 
         <div class="card">
             <div class="right-pane-tabs">