diff --git a/scripts/convert.sh b/scripts/convert.sh
index 27d2f66e..cf96ae7e 100755
--- a/scripts/convert.sh
+++ b/scripts/convert.sh
@@ -263,8 +263,8 @@ convert_openclaw() {
   # Split body sections into SOUL.md (persona) vs AGENTS.md (operations)
   # by matching ## header keywords. Unmatched sections go to AGENTS.md.
   #
-  # SOUL keywords: identity, memory (paired with identity), communication,
-  #   style, critical rules, rules you must follow
+  # SOUL keywords: identity, learning & memory, communication, style,
+  #   critical rules, rules you must follow
   # AGENTS keywords: everything else (mission, deliverables, workflow, etc.)
 
   local current_target="agents"  # default bucket
@@ -288,6 +288,7 @@ convert_openclaw() {
       header_lower="$(echo "$line" | tr '[:upper:]' '[:lower:]')"
 
       if [[ "$header_lower" =~ identity ]] ||
+         [[ "$header_lower" =~ learning.*memory ]] ||
          [[ "$header_lower" =~ communication ]] ||
          [[ "$header_lower" =~ style ]] ||
          [[ "$header_lower" =~ critical.rule ]] ||
diff --git a/scripts/lint-agents.sh b/scripts/lint-agents.sh
index f5e3bb6f..206c325f 100755
--- a/scripts/lint-agents.sh
+++ b/scripts/lint-agents.sh
@@ -30,6 +30,21 @@ RECOMMENDED_SECTIONS=("Identity" "Core Mission" "Critical Rules")
 errors=0
 warnings=0
 
+classify_header_target() {
+  local header_lower="$1"
+
+  if [[ "$header_lower" =~ identity ]] ||
+     [[ "$header_lower" =~ learning.*memory ]] ||
+     [[ "$header_lower" =~ communication ]] ||
+     [[ "$header_lower" =~ style ]] ||
+     [[ "$header_lower" =~ critical.rule ]] ||
+     [[ "$header_lower" =~ rules.you.must.follow ]]; then
+    printf 'soul'
+  else
+    printf 'agents'
+  fi
+}
+
 lint_file() {
   local file="$1"
 
@@ -76,6 +91,32 @@ lint_file() {
     echo "WARN  $file: body seems very short (< 50 words)"
     warnings=$((warnings + 1))
   fi
+
+  local soul_headers=0
+  local agents_headers=0
+  while IFS= read -r line; do
+    if [[ "$line" =~ ^##[[:space:]] ]]; then
+      local header_lower
+      header_lower=$(printf '%s' "$line" | tr '[:upper:]' '[:lower:]')
+      local target
+      target=$(classify_header_target "$header_lower")
+      if [[ "$target" == "soul" ]]; then
+        soul_headers=$((soul_headers + 1))
+      else
+        agents_headers=$((agents_headers + 1))
+      fi
+    fi
+  done <<< "$body"
+
+  if [[ $soul_headers -eq 0 ]]; then
+    echo "WARN  $file: no section headers map to SOUL.md in convert.sh"
+    warnings=$((warnings + 1))
+  fi
+
+  if [[ $agents_headers -eq 0 ]]; then
+    echo "WARN  $file: no section headers map to AGENTS.md in convert.sh"
+    warnings=$((warnings + 1))
+  fi
 }
 
 # Collect files to lint