diff --git a/src/auto-reply/reply/agent-runner-utils.ts b/src/auto-reply/reply/agent-runner-utils.ts
index 96353311385..b4ec6754712 100644
--- a/src/auto-reply/reply/agent-runner-utils.ts
+++ b/src/auto-reply/reply/agent-runner-utils.ts
@@ -98,12 +98,13 @@ export const resolveEnforceFinalTag = (
   model = run.model,
 ) =>
   Boolean(
-    run.enforceFinalTag ||
-    isReasoningTagProvider(provider, {
-      config: run.config,
-      workspaceDir: run.workspaceDir,
-      modelId: model,
-    }),
+    (run.skipProviderRuntimeHints ? false : undefined) ??
+    (run.enforceFinalTag ||
+      isReasoningTagProvider(provider, {
+        config: run.config,
+        workspaceDir: run.workspaceDir,
+        modelId: model,
+      })),
   );
 
 export function resolveModelFallbackOptions(run: FollowupRun["run"]) {
diff --git a/src/auto-reply/reply/get-reply-fast-path.ts b/src/auto-reply/reply/get-reply-fast-path.ts
index d52c240fd3f..b3e79120eb1 100644
--- a/src/auto-reply/reply/get-reply-fast-path.ts
+++ b/src/auto-reply/reply/get-reply-fast-path.ts
@@ -1,10 +1,13 @@
 import crypto from "node:crypto";
 import path from "node:path";
 import { normalizeChatType } from "../../channels/chat-type.js";
+import { normalizeAnyChannelId } from "../../channels/registry.js";
 import type { OpenClawConfig } from "../../config/config.js";
 import { applyMergePatch } from "../../config/merge-patch.js";
 import type { SessionEntry } from "../../config/sessions/types.js";
+import { normalizeCommandBody } from "../commands-registry.js";
 import type { MsgContext, TemplateContext } from "../templating.js";
+import type { CommandContext } from "./commands-types.js";
 import { stripMentions, stripStructuralPrefixes } from "./mentions.js";
 import type { SessionInitResult } from "./session.js";
 
@@ -103,6 +106,47 @@ export function shouldUseReplyFastDirectiveExecution(params: {
   return !params.triggerBodyNormalized.includes("/");
 }
 
+export function buildFastReplyCommandContext(params: {
+  ctx: MsgContext;
+  cfg: OpenClawConfig;
+  agentId?: string;
+  sessionKey?: string;
+  isGroup: boolean;
+  triggerBodyNormalized: string;
+  commandAuthorized: boolean;
+}): CommandContext {
+  const { ctx, cfg, agentId, sessionKey, isGroup, triggerBodyNormalized, commandAuthorized } =
+    params;
+  const surface = (ctx.Surface ?? ctx.Provider ?? "").trim().toLowerCase();
+  const channel = (ctx.Provider ?? surface).trim().toLowerCase();
+  const from = ctx.From?.trim() || undefined;
+  const to = ctx.To?.trim() || undefined;
+  return {
+    surface,
+    channel,
+    channelId: normalizeAnyChannelId(channel) ?? normalizeAnyChannelId(surface) ?? undefined,
+    ownerList: [],
+    senderIsOwner: false,
+    isAuthorizedSender: commandAuthorized,
+    senderId: from,
+    abortKey: sessionKey ?? from ?? to,
+    rawBodyNormalized: triggerBodyNormalized,
+    commandBodyNormalized: normalizeCommandBody(
+      isGroup ? stripMentions(triggerBodyNormalized, ctx, cfg, agentId) : triggerBodyNormalized,
+      { botUsername: ctx.BotUsername },
+    ),
+    from,
+    to,
+  };
+}
+
+export function shouldHandleFastReplyTextCommands(params: {
+  cfg: OpenClawConfig;
+  commandSource?: string;
+}): boolean {
+  return params.commandSource === "native" || params.cfg.commands?.text !== false;
+}
+
 export function initFastReplySessionState(params: {
   ctx: MsgContext;
   cfg: OpenClawConfig;
diff --git a/src/auto-reply/reply/get-reply-run.ts b/src/auto-reply/reply/get-reply-run.ts
index 09fa9ae1357..2e51453a3f5 100644
--- a/src/auto-reply/reply/get-reply-run.ts
+++ b/src/auto-reply/reply/get-reply-run.ts
@@ -558,13 +558,15 @@ export async function runPreparedReply(
       authProfileId,
       authProfileIdSource,
       thinkLevel: resolvedThinkLevel,
-      fastMode: resolveFastModeState({
-        cfg,
-        provider,
-        model,
-        agentId,
-        sessionEntry: preparedSessionState.sessionEntry,
-      }).enabled,
+      fastMode: useFastReplyRuntime
+        ? false
+        : resolveFastModeState({
+            cfg,
+            provider,
+            model,
+            agentId,
+            sessionEntry: preparedSessionState.sessionEntry,
+          }).enabled,
       verboseLevel: resolvedVerboseLevel,
       reasoningLevel: resolvedReasoningLevel,
       elevatedLevel: resolvedElevatedLevel,
@@ -579,7 +581,9 @@ export async function runPreparedReply(
       ownerNumbers: command.ownerList.length > 0 ? command.ownerList : undefined,
       inputProvenance: ctx.InputProvenance ?? sessionCtx.InputProvenance,
       extraSystemPrompt: extraSystemPromptParts.join("\n\n") || undefined,
-      ...(isReasoningTagProvider(provider, {
+      skipProviderRuntimeHints: useFastReplyRuntime,
+      ...(!useFastReplyRuntime &&
+      isReasoningTagProvider(provider, {
         config: cfg,
         workspaceDir,
         modelId: model,
diff --git a/src/auto-reply/reply/get-reply.ts b/src/auto-reply/reply/get-reply.ts
index 8f49baa29e6..7f8bb5d7d37 100644
--- a/src/auto-reply/reply/get-reply.ts
+++ b/src/auto-reply/reply/get-reply.ts
@@ -12,18 +12,17 @@ import { resolveChannelModelOverride } from "../../channels/model-overrides.js";
 import { type OpenClawConfig, loadConfig } from "../../config/config.js";
 import { defaultRuntime } from "../../runtime.js";
 import { normalizeStringEntries } from "../../shared/string-normalization.js";
-import { resolveCommandAuthorization } from "../command-auth.js";
-import { shouldHandleTextCommands } from "../commands-text-routing.js";
 import type { MsgContext } from "../templating.js";
 import { normalizeVerboseLevel } from "../thinking.js";
 import { SILENT_REPLY_TOKEN } from "../tokens.js";
 import type { GetReplyOptions, ReplyPayload } from "../types.js";
-import { buildCommandContext } from "./commands-context.js";
 import { resolveDefaultModel } from "./directive-handling.defaults.js";
 import { clearInlineDirectives } from "./get-reply-directives-utils.js";
 import { resolveReplyDirectives } from "./get-reply-directives.js";
 import {
   initFastReplySessionState,
+  buildFastReplyCommandContext,
+  shouldHandleFastReplyTextCommands,
   shouldUseReplyFastDirectiveExecution,
   resolveGetReplyConfig,
   shouldUseReplyFastTestBootstrap,
@@ -240,11 +239,6 @@ export async function getReplyFromConfig(
   });
 
   const commandAuthorized = finalized.CommandAuthorized;
-  resolveCommandAuthorization({
-    ctx: finalized,
-    cfg,
-    commandAuthorized,
-  });
   const sessionState = useFastTestBootstrap
     ? initFastReplySessionState({
         ctx: finalized,
@@ -336,6 +330,15 @@ export async function getReplyFromConfig(
       triggerBodyNormalized,
     })
   ) {
+    const fastCommand = buildFastReplyCommandContext({
+      ctx,
+      cfg,
+      agentId,
+      sessionKey,
+      isGroup,
+      triggerBodyNormalized,
+      commandAuthorized,
+    });
     return runPreparedReply({
       ctx,
       sessionCtx,
@@ -345,19 +348,10 @@ export async function getReplyFromConfig(
       agentCfg,
       sessionCfg,
       commandAuthorized,
-      command: buildCommandContext({
-        ctx,
-        cfg,
-        agentId,
-        sessionKey,
-        isGroup,
-        triggerBodyNormalized,
-        commandAuthorized,
-      }),
+      command: fastCommand,
       commandSource: finalized.BodyForCommands ?? finalized.CommandBody ?? finalized.RawBody ?? "",
-      allowTextCommands: shouldHandleTextCommands({
+      allowTextCommands: shouldHandleFastReplyTextCommands({
         cfg,
-        surface: finalized.Surface ?? finalized.Provider ?? "",
         commandSource: finalized.CommandSource,
       }),
       directives: clearInlineDirectives(
diff --git a/src/auto-reply/reply/queue/types.ts b/src/auto-reply/reply/queue/types.ts
index 7ab90d40b79..6eeb5a53af4 100644
--- a/src/auto-reply/reply/queue/types.ts
+++ b/src/auto-reply/reply/queue/types.ts
@@ -81,6 +81,7 @@ export type FollowupRun = {
     inputProvenance?: InputProvenance;
     extraSystemPrompt?: string;
     enforceFinalTag?: boolean;
+    skipProviderRuntimeHints?: boolean;
     silentExpected?: boolean;
   };
 };