diff --git a/src/resources/extensions/sf/auto-prompts.ts b/src/resources/extensions/sf/auto-prompts.ts
index b83d410d3..d8795a7e3 100644
--- a/src/resources/extensions/sf/auto-prompts.ts
+++ b/src/resources/extensions/sf/auto-prompts.ts
@@ -2523,7 +2523,7 @@ export async function buildExecuteTaskPrompt(
 					"}",
 					"```",
 					"",
-					"Provide 2–4 options with concrete tradeoffs. The recommendation must reference one of the option ids. Auto-mode accepts your recommendation and carries it forward as a hard constraint for downstream tasks; the user can review or override later via `/sf escalate`. Set `continueWithDefault: false` only when the choice is severe enough that the loop should pause for human review even in auto-mode (rare).",
+					"Provide 2–4 options with concrete tradeoffs. The recommendation must reference one of the option ids. Auto-mode accepts your recommendation, persists the choice + rationale as a memory, and carries it forward as a hard constraint for downstream tasks. The operator can review the audit trail later via `/sf escalate list --all`; the executed work itself can't be retroactively undone, so document your reasoning thoroughly. Set `continueWithDefault: false` only when the choice is severe enough that the loop should pause for human review even in auto-mode (rare).",
 				].join("\n")
 			: "";