Give AI_ASSIST_CLEANUP the consumer it has never had: it describes the shape of a classification and decides nothing, so switching it off changes no deletion

Arrs_Stack/radarr_cleanup.sh

@@ -562,6 +562,50 @@ fi
 # The ceiling is a per-run budget, not a veto. It still means what it always meant — no single run
 # removes more than RADARR_MAX_DELETE_GB — but a backlog larger than the ceiling now drains over
 # consecutive nights instead of failing the orchestrator forever on a queue it cannot clear.
+# ── AI note (AI_ASSIST_CLEANUP) ───────────────────────────────────────────────────────────────
+# Describes the shape of what was classified. It decides nothing: the eligible set, the budget and
+# the strikes are all settled above and none of them read this. Switch AI_ASSIST_CLEANUP off and
+# the run removes exactly the same files — the log just loses a paragraph.
+#
+# ctime clustering is the signal worth surfacing. A normal upgrade cycle dribbles in over weeks; a
+# lump sharing one narrow ctime window with mtimes spread across months is a bulk write-back, which
+# is what a partnership merge against a partner holding older copies produces. That distinction
+# took a person an evening on 2026-08-26 and is the whole reason this note exists.
+if [[ "$ORPHAN_COUNT" -gt 0 ]] && [[ -s "$TO_DELETE_FILE" ]]; then
+    _ai_ev=$(awk -F'\t' '
+        { n++; bytes += $1
+          c = int($2)
+          if (cmin == 0 || c < cmin) cmin = c
+          if (c > cmax) cmax = c
+          bucket[int(c / 21600)]++ }
+        END {
+            for (b in bucket) if (bucket[b] > top) { top = bucket[b] }
+            printf "files=%d bytes_gb=%.1f ctime_span_hours=%.1f largest_6h_ctime_bucket=%d\n",
+                   n, bytes/1073741824, (cmax-cmin)/3600, top
+        }' "$TO_DELETE_FILE")
+    _ai_mt=$(cut -d"$(printf '\t')" -f3 "$TO_DELETE_FILE" | head -8 \
+             | while IFS= read -r p; do [[ -f "$p" ]] && \
+                 printf '%s  %s\n' "$(stat -c %y "$p" 2>/dev/null | cut -c1-7)" "$(basename "$p")"; done)
+
+    _ai_note=$(ai_assist_note AI_ASSIST_CLEANUP "You are looking at files an automated media-library cleanup has classified for deletion on an Unraid server. They are files on disk that the Radarr database no longer references.
+
+EVIDENCE
+$_ai_ev
+sample (modification month, then path):
+$_ai_mt
+
+A normal quality-upgrade cycle produces orphans whose ctimes are spread out over weeks, because each upgrade happens on its own day. A bulk event - a sync or restore writing files back onto this host - produces orphans sharing one narrow ctime window while their modification times stay spread across months, because the copy preserves modification time but resets ctime.
+
+In no more than three sentences, say which of those two this looks like and name the numbers above that support it. Do not recommend an action. Do not speculate beyond the evidence given.") || _ai_note=""
+
+    if [[ -n "$_ai_note" ]]; then
+        echo ""
+        echo "━━━ $ICON_GEAR AI note on this classification ━━━"
+        printf '%s\n' "$_ai_note"
+    fi
+    unset _ai_ev _ai_mt
+fi
+
 BUDGET_FILE="$TMP_DIR/to_delete_budgeted.txt"
 
 if [[ "$I_KNOW" == true ]]; then