diff --git a/.claude/settings.local.json b/.claude/settings.local.json
index 775f3e3..f0018a1 100644
--- a/.claude/settings.local.json
+++ b/.claude/settings.local.json
@@ -9,7 +9,11 @@
       "Bash(docker compose up -d)",
       "Bash(docker exec mastodon-collector-collector-1 bash -c \"ANALYZER_LIMIT=100 python -m app.analyzer\")",
       "Bash(docker compose build collector)",
-      "Bash(docker compose up -d collector)"
+      "Bash(docker compose up -d collector)",
+      "Bash(docker compose build web)",
+      "Bash(docker compose up -d web)",
+      "Bash(curl -s -o /dev/null -w \"%{http_code}\" http://localhost:8585/analysis)",
+      "Bash(docker logs mastodon-collector-web-1 --tail 30)"
     ],
     "deny": [],
     "ask": []
diff --git a/.gitignore b/.gitignore
index 595ac22..628546d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -46,6 +46,7 @@ venv.bak/
 *.swo
 *~
 .DS_Store
+.claude/
 
 # Database files
 *.sqlite
diff --git a/app/analysis_helpers.py b/app/analysis_helpers.py
index 5dde7c7..c205e5b 100644
--- a/app/analysis_helpers.py
+++ b/app/analysis_helpers.py
@@ -17,21 +17,40 @@ def get_analysis_stats(session: Session) -> dict:
     """Get overall toxicity analysis statistics."""
     from sqlalchemy import text
 
-    # Total statuses and scored statuses
-    total_statuses = session.query(func.count(Status.id)).scalar() or 0
+    # Total statuses by type
+    total_posts = session.query(func.count(Status.id)).filter(Status.status_type == 'post').scalar() or 0
+    total_replies = session.query(func.count(Status.id)).filter(Status.status_type == 'reply').scalar() or 0
+    total_mentions = session.query(func.count(Status.id)).filter(Status.status_type == 'mention').scalar() or 0
 
-    scored = session.execute(text("""
-        SELECT COUNT(*) as total_scored,
-               COUNT(*) FILTER (WHERE flagged = true) as flagged,
-               AVG(overall) as avg_toxicity
-        FROM toxicity_scores
+    # Scored statuses by type
+    scored_stats = session.execute(text("""
+        SELECT
+            COUNT(*) FILTER (WHERE s.status_type = 'post') as scored_posts,
+            COUNT(*) FILTER (WHERE s.status_type = 'reply') as scored_replies,
+            COUNT(*) FILTER (WHERE s.status_type = 'mention') as scored_mentions,
+            COUNT(*) FILTER (WHERE ts.flagged = true AND s.status_type = 'post') as flagged_posts,
+            COUNT(*) FILTER (WHERE ts.flagged = true AND s.status_type = 'reply') as flagged_replies,
+            COUNT(*) FILTER (WHERE ts.flagged = true AND s.status_type = 'mention') as flagged_mentions,
+            AVG(ts.overall) FILTER (WHERE s.status_type = 'post') as avg_toxicity_posts,
+            AVG(ts.overall) FILTER (WHERE s.status_type = 'reply') as avg_toxicity_replies,
+            AVG(ts.overall) FILTER (WHERE s.status_type = 'mention') as avg_toxicity_mentions
+        FROM toxicity_scores ts
+        JOIN statuses s ON s.id = ts.status_id
     """)).fetchone()
 
     return {
-        "total_statuses": total_statuses,
-        "total_scored_statuses": scored[0] if scored else 0,
-        "flagged_statuses": scored[1] if scored else 0,
-        "avg_toxicity_statuses": float(scored[2]) if scored and scored[2] else 0.0,
+        "total_posts": total_posts,
+        "total_replies": total_replies,
+        "total_mentions": total_mentions,
+        "total_scored_posts": scored_stats[0] if scored_stats else 0,
+        "total_scored_replies": scored_stats[1] if scored_stats else 0,
+        "total_scored_mentions": scored_stats[2] if scored_stats else 0,
+        "flagged_posts": scored_stats[3] if scored_stats else 0,
+        "flagged_replies": scored_stats[4] if scored_stats else 0,
+        "flagged_mentions": scored_stats[5] if scored_stats else 0,
+        "avg_toxicity_posts": float(scored_stats[6]) if scored_stats and scored_stats[6] else 0.0,
+        "avg_toxicity_replies": float(scored_stats[7]) if scored_stats and scored_stats[7] else 0.0,
+        "avg_toxicity_mentions": float(scored_stats[8]) if scored_stats and scored_stats[8] else 0.0,
     }
 
 
@@ -39,17 +58,17 @@ def get_toxicity_trend(session: Session, weeks: int = 12) -> list[dict]:
     """Get toxicity trend over time (weekly aggregates)."""
     from sqlalchemy import text
 
-    result = session.execute(text("""
+    result = session.execute(text(f"""
         SELECT
             DATE_TRUNC('week', s.created_at) as week,
             AVG(ts.overall) as avg_toxicity,
             COUNT(*) FILTER (WHERE ts.flagged = true) as flagged_count
         FROM statuses s
         JOIN toxicity_scores ts ON ts.status_id = s.id
-        WHERE s.created_at >= NOW() - INTERVAL ':weeks weeks'
+        WHERE s.created_at >= NOW() - INTERVAL '{weeks} weeks'
         GROUP BY week
         ORDER BY week DESC
-    """), {"weeks": weeks})
+    """))
 
     return [{"week": r[0], "avg_toxicity": float(r[1]) if r[1] else 0.0, "flagged_statuses": r[2]} for r in result]
 
@@ -98,7 +117,8 @@ def get_recent_analysis_runs(session: Session, limit: int = 5) -> list[dict]:
             "started_at": r[1],
             "finished_at": r[2],
             "status": r[3],
-            "statuses_scored": r[4],
+            "posts_scored": r[4],  # Template expects posts_scored
+            "mentions_scored": 0,  # Not tracked separately in Mastodon
             "errors": r[5],
             "cost_usd": r[6],
             "duration_secs": r[7]
diff --git a/app/templates/analysis.html b/app/templates/analysis.html
index 1f8da90..47d89dd 100644
--- a/app/templates/analysis.html
+++ b/app/templates/analysis.html
@@ -423,8 +423,8 @@
 <!-- Quick Links -->
 <div style="margin-top: 2rem;">
   <div class="quick-links">
-    <a href="{{ url_for('analysis.flagged') }}" class="quick-link">View Flagged Content</a>
-    <a href="{{ url_for('analysis.accounts') }}" class="quick-link">Account Breakdown</a>
+    <a href="{{ url_for('analysis_flagged') }}" class="quick-link">View Flagged Content</a>
+    <a href="{{ url_for('accounts_list') }}" class="quick-link">Account Breakdown</a>
   </div>
 </div>
 
diff --git a/app/templates/flagged.html b/app/templates/flagged.html
index ec8ca2c..d7edc43 100644
--- a/app/templates/flagged.html
+++ b/app/templates/flagged.html
@@ -12,7 +12,7 @@
 
   <!-- Filter Bar -->
   <div class="filter-bar">
-    <form method="get" action="{{ url_for('analysis.flagged') }}" class="filter-form">
+    <form method="get" action="{{ url_for('analysis_flagged') }}" class="filter-form">
       <div class="filter-group">
         <label for="content-type">Type:</label>
         <select id="content-type" name="content_type" class="filter-select">
@@ -78,7 +78,7 @@
 
   {% macro sort_header(col, label) %}
     {% set new_dir = 'asc' if (sort == col and direction == 'desc') else 'desc' %}
-    <a href="{{ url_for('analysis.flagged', content_type=content_type, category=category, account_did=account_did, threshold=threshold, review_status=review_status, date_from=date_from, date_to=date_to, sort=col, dir=new_dir) }}" class="sort-link">
+    <a href="{{ url_for('analysis_flagged', content_type=content_type, category=category, account_did=account_did, threshold=threshold, review_status=review_status, date_from=date_from, date_to=date_to, sort=col, dir=new_dir) }}" class="sort-link">
       {{ label }}
       {% if sort == col %}
         <span class="sort-icon">{{ '▼' if direction == 'desc' else '▲' }}</span>
@@ -201,15 +201,15 @@
   {% if total_pages > 1 %}
   <div class="pagination">
     {% if page > 1 %}
-    <a href="{{ url_for('analysis.flagged', page=1, content_type=content_type, category=category, account_did=account_did, threshold=threshold, review_status=review_status, date_from=date_from, date_to=date_to, sort=sort, dir=direction) }}" class="btn-pagination">First</a>
-    <a href="{{ url_for('analysis.flagged', page=page-1, content_type=content_type, category=category, account_did=account_did, threshold=threshold, review_status=review_status, date_from=date_from, date_to=date_to, sort=sort, dir=direction) }}" class="btn-pagination">Previous</a>
+    <a href="{{ url_for('analysis_flagged', page=1, content_type=content_type, category=category, account_did=account_did, threshold=threshold, review_status=review_status, date_from=date_from, date_to=date_to, sort=sort, dir=direction) }}" class="btn-pagination">First</a>
+    <a href="{{ url_for('analysis_flagged', page=page-1, content_type=content_type, category=category, account_did=account_did, threshold=threshold, review_status=review_status, date_from=date_from, date_to=date_to, sort=sort, dir=direction) }}" class="btn-pagination">Previous</a>
     {% endif %}
 
     <span class="pagination-info">Page {{ page }} of {{ total_pages }}</span>
 
     {% if page < total_pages %}
-    <a href="{{ url_for('analysis.flagged', page=page+1, content_type=content_type, category=category, account_did=account_did, threshold=threshold, review_status=review_status, date_from=date_from, date_to=date_to, sort=sort, dir=direction) }}" class="btn-pagination">Next</a>
-    <a href="{{ url_for('analysis.flagged', page=total_pages, content_type=content_type, category=category, account_did=account_did, threshold=threshold, review_status=review_status, date_from=date_from, date_to=date_to, sort=sort, dir=direction) }}" class="btn-pagination">Last</a>
+    <a href="{{ url_for('analysis_flagged', page=page+1, content_type=content_type, category=category, account_did=account_did, threshold=threshold, review_status=review_status, date_from=date_from, date_to=date_to, sort=sort, dir=direction) }}" class="btn-pagination">Next</a>
+    <a href="{{ url_for('analysis_flagged', page=total_pages, content_type=content_type, category=category, account_did=account_did, threshold=threshold, review_status=review_status, date_from=date_from, date_to=date_to, sort=sort, dir=direction) }}" class="btn-pagination">Last</a>
     {% endif %}
   </div>
   {% endif %}