diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5c7caafd0cf..2cf1f443b0b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -19,7 +19,7 @@ Docs: https://docs.openclaw.ai
 
 - Agents/Canvas default node resolution: when multiple connected canvas-capable nodes exist and no single `mac-*` candidate is selected, default to the first connected candidate instead of failing with `node required` for implicit-node canvas tool calls. Landed from contributor PR #27444 by @carbaj03. Thanks @carbaj03.
 - TUI/stream assembly: preserve streamed text across real tool-boundary drops without keeping stale streamed text when non-text blocks appear only in the final payload. Landed from contributor PR #27711 by @scz2011. (#27674)
-- Hooks/Internal `message:sent`: forward `sessionKey` on outbound sends from agent delivery, cron isolated delivery, gateway receipt acks, heartbeat sends, session-maintenance warnings, and restart-sentinel recovery so internal `message:sent` hooks consistently dispatch with session context. Landed from contributor PR #27584 by @qualiobra. Thanks @qualiobra.
+- Hooks/Internal `message:sent`: forward `sessionKey` on outbound sends from agent delivery, cron isolated delivery, gateway receipt acks, heartbeat sends, session-maintenance warnings, and restart-sentinel recovery so internal `message:sent` hooks consistently dispatch with session context, including `openclaw agent --deliver` runs resumed via `--session-id` (without explicit `--session-key`). Landed from contributor PR #27584 by @qualiobra. Thanks @qualiobra.
 - Models/MiniMax auth header defaults: set `authHeader: true` for both onboarding-generated MiniMax API providers and implicit built-in MiniMax (`minimax`, `minimax-portal`) provider templates so first requests no longer fail with MiniMax `401 authentication_error` due to missing `Authorization` header. Landed from contributor PRs #27622 by @riccoyuanft and #27631 by @kevinWangSheng. (#27600, #15303)
 - Pi image-token usage: stop re-injecting history image blocks each turn, process image references from the current prompt only, and prune already-answered user-image blocks in stored history to prevent runaway token growth. (#27602)
 - BlueBubbles/SSRF: auto-allowlist the configured `serverUrl` hostname for attachment fetches so localhost/private-IP BlueBubbles setups are no longer false-blocked by default SSRF checks. Landed from contributor PR #27648 by @lailoo. (#27599) Thanks @taylorhou for reporting.
diff --git a/src/commands/agent/delivery.ts b/src/commands/agent/delivery.ts
index 30ac335577a..282ed52e45e 100644
--- a/src/commands/agent/delivery.ts
+++ b/src/commands/agent/delivery.ts
@@ -27,9 +27,9 @@ type RunResult = Awaited<
 
 const NESTED_LOG_PREFIX = "[agent:nested]";
 
-function formatNestedLogPrefix(opts: AgentCommandOpts): string {
+function formatNestedLogPrefix(opts: AgentCommandOpts, sessionKey?: string): string {
   const parts = [NESTED_LOG_PREFIX];
-  const session = opts.sessionKey ?? opts.sessionId;
+  const session = sessionKey ?? opts.sessionKey ?? opts.sessionId;
   if (session) {
     parts.push(`session=${session}`);
   }
@@ -49,8 +49,13 @@ function formatNestedLogPrefix(opts: AgentCommandOpts): string {
   return parts.join(" ");
 }
 
-function logNestedOutput(runtime: RuntimeEnv, opts: AgentCommandOpts, output: string) {
-  const prefix = formatNestedLogPrefix(opts);
+function logNestedOutput(
+  runtime: RuntimeEnv,
+  opts: AgentCommandOpts,
+  output: string,
+  sessionKey?: string,
+) {
+  const prefix = formatNestedLogPrefix(opts, sessionKey);
   for (const line of output.split(/\r?\n/)) {
     if (!line) {
       continue;
@@ -70,6 +75,7 @@ export async function deliverAgentCommandResult(params: {
   payloads: RunResult["payloads"];
 }) {
   const { cfg, deps, runtime, opts, outboundSession, sessionEntry, payloads, result } = params;
+  const effectiveSessionKey = outboundSession?.key ?? opts.sessionKey;
   const deliver = opts.deliver === true;
   const bestEffortDeliver = opts.bestEffortDeliver === true;
   const turnSourceChannel = opts.runContext?.messageChannel ?? opts.messageChannel;
@@ -201,7 +207,7 @@ export async function deliverAgentCommandResult(params: {
       return;
     }
     if (opts.lane === AGENT_LANE_NESTED) {
-      logNestedOutput(runtime, opts, output);
+      logNestedOutput(runtime, opts, output, effectiveSessionKey);
       return;
     }
     runtime.log(output);