diff --git a/backend/apps/agents/browser/browser_schema.py b/backend/apps/agents/browser/browser_schema.py
index 485526a8..0d82174a 100644
--- a/backend/apps/agents/browser/browser_schema.py
+++ b/backend/apps/agents/browser/browser_schema.py
@@ -687,15 +687,20 @@ SYSTEM_PROMPT = (
     "state, so when that state shows you the next 2-3 steps, emit them as ONE "
     "BrowserBatch instead of one tool per turn; single-action turns are for when "
     "the next step genuinely depends on something you haven't seen. Good batches: "
-    "a form (type, type, click Send); a repeated action (5 swipes, 3 scrolls); a "
-    "deterministic flow (type query, press Enter, click first result); or act-then-"
-    "read by ending the batch with list_interactives, so click, wait, "
+    "filling a form (type, type, click Next); a repeated action (5 swipes, 3 "
+    "scrolls); a deterministic flow (type query, press Enter, click first result); "
+    "or act-then-read by ending the batch with list_interactives, so click, wait, "
     "list_interactives is ONE turn not three. Max 5 sub-actions. The batch runs "
     "them in order and STOPS at the first that fails or if the URL changes, so "
     "order them safely (never a maybe-failing step before a must-do one); a safe "
     "stop means the rest is skipped and you just continue from the fresh state, so "
-    "a conservative batch costs you nothing. Don't batch when you must read the "
-    "page MID-sequence to decide the next step. EXCEPTION: an irreversible step "
+    "a conservative batch costs you nothing. Go solo ONLY when you cannot yet NAME "
+    "the next action's target: its element is not in the state you are reading and "
+    "its name is not predictable. Needing to see a result AFTER acting is never a "
+    "reason to go solo (results auto-attach fresh state, and a failed or page-"
+    "changing step stops the batch safely). If your last 2 turns were single "
+    "actions whose targets were already visible beforehand, you are under-"
+    "batching: batch the next sequence. EXCEPTION: an irreversible step "
     "(Send/Submit/Pay/Post) is always its own single action with `expect` proof, "
     "never inside a batch.\n\n"