update images to webp, update pre-commit hooks

.githooks/pre-commit

@@ -38,7 +38,19 @@ else
     echo "⚠️  markdownlint not found, skipping markdown linting"
 fi
 
-# --- Stage 2: Tag similarity check ---
+# --- Stage 2: Interactive spell check ---
+# Runs before tag check so typos in tags get corrected first
+if [ -x "./scripts/spellcheck-interactive.sh" ]; then
+    if ! ./scripts/spellcheck-interactive.sh $STAGED_MD_FILES; then
+        echo "❌ Spell check failed."
+        OVERALL_RESULT=1
+    fi
+else
+    echo "⚠️  Spell check script not found or not executable, skipping spell check"
+fi
+
+# --- Stage 3: Tag similarity check ---
+# Runs after spell check so corrected tags are compared
 if command -v python3 &> /dev/null && [ -f "./scripts/check-tags.py" ]; then
     echo "Running tag similarity check..."
     if ! python3 ./scripts/check-tags.py $STAGED_MD_FILES; then
@@ -49,16 +61,6 @@ else
     echo "⚠️  Tag checker (python3 or scripts/check-tags.py) not found, skipping tag check"
 fi
 
-# --- Stage 3: Interactive spell check ---
-if [ -x "./scripts/spellcheck-interactive.sh" ]; then
-    if ! ./scripts/spellcheck-interactive.sh $STAGED_MD_FILES; then
-        echo "❌ Spell check failed."
-        OVERALL_RESULT=1
-    fi
-else
-    echo "⚠️  Spell check script not found or not executable, skipping spell check"
-fi
-
 # --- Stage 4: Link validation ---
 if [ -x "./scripts/check-links.sh" ]; then
     echo "Running link validation..."