diff --git a/extensions/codex/src/app-server/event-projector.test.ts b/extensions/codex/src/app-server/event-projector.test.ts
index 0ad6ff06c53..d3d6747ed3e 100644
--- a/extensions/codex/src/app-server/event-projector.test.ts
+++ b/extensions/codex/src/app-server/event-projector.test.ts
@@ -660,6 +660,112 @@ describe("CodexAppServerEventProjector", () => {
     expect(result.itemLifecycle).toMatchObject({ compactionCount: 1 });
   });
 
+  it("synthesizes normalized tool progress for Codex-native tool items", async () => {
+    const onAgentEvent = vi.fn();
+    const projector = await createProjector({ ...(await createParams()), onAgentEvent });
+
+    await projector.handleNotification(
+      forCurrentTurn("item/started", {
+        item: {
+          type: "commandExecution",
+          id: "cmd-1",
+          command: "pnpm test extensions/codex",
+          cwd: "/workspace",
+          processId: null,
+          source: "agent",
+          status: "inProgress",
+          commandActions: [],
+          aggregatedOutput: null,
+          exitCode: null,
+          durationMs: null,
+        },
+      }),
+    );
+    await projector.handleNotification(
+      forCurrentTurn("item/completed", {
+        item: {
+          type: "commandExecution",
+          id: "cmd-1",
+          command: "pnpm test extensions/codex",
+          cwd: "/workspace",
+          processId: null,
+          source: "agent",
+          status: "completed",
+          commandActions: [],
+          aggregatedOutput: "ok",
+          exitCode: 0,
+          durationMs: 42,
+        },
+      }),
+    );
+
+    expect(onAgentEvent).toHaveBeenCalledWith({
+      stream: "item",
+      data: expect.objectContaining({
+        phase: "start",
+        kind: "command",
+        name: "bash",
+        itemId: "cmd-1",
+      }),
+    });
+    expect(onAgentEvent).toHaveBeenCalledWith({
+      stream: "tool",
+      data: expect.objectContaining({
+        phase: "start",
+        name: "bash",
+        itemId: "cmd-1",
+        toolCallId: "cmd-1",
+        args: { command: "pnpm test extensions/codex", cwd: "/workspace" },
+      }),
+    });
+    expect(onAgentEvent).toHaveBeenCalledWith({
+      stream: "tool",
+      data: expect.objectContaining({
+        phase: "result",
+        name: "bash",
+        itemId: "cmd-1",
+        toolCallId: "cmd-1",
+        status: "completed",
+        isError: false,
+        result: expect.objectContaining({ exitCode: 0, durationMs: 42 }),
+      }),
+    });
+  });
+
+  it("leaves Codex dynamic tool item progress to item/tool/call normalization", async () => {
+    const onAgentEvent = vi.fn();
+    const projector = await createProjector({ ...(await createParams()), onAgentEvent });
+
+    await projector.handleNotification(
+      forCurrentTurn("item/started", {
+        item: {
+          type: "dynamicToolCall",
+          id: "call-1",
+          namespace: null,
+          tool: "message",
+          arguments: { action: "send" },
+          status: "inProgress",
+          contentItems: null,
+          success: null,
+          durationMs: null,
+        },
+      }),
+    );
+
+    expect(onAgentEvent).toHaveBeenCalledWith(
+      expect.objectContaining({
+        stream: "item",
+        data: expect.objectContaining({ phase: "start", kind: "tool", name: "message" }),
+      }),
+    );
+    expect(onAgentEvent).not.toHaveBeenCalledWith(
+      expect.objectContaining({
+        stream: "tool",
+        data: expect.objectContaining({ phase: "start", name: "message" }),
+      }),
+    );
+  });
+
   it("emits verbose tool summaries through onToolResult", async () => {
     const onToolResult = vi.fn();
     const projector = await createProjector({
diff --git a/extensions/codex/src/app-server/event-projector.ts b/extensions/codex/src/app-server/event-projector.ts
index 2f9752c6788..c5e2886bcea 100644
--- a/extensions/codex/src/app-server/event-projector.ts
+++ b/extensions/codex/src/app-server/event-projector.ts
@@ -30,6 +30,11 @@ import {
 import { readRecentCodexRateLimits, rememberCodexRateLimits } from "./rate-limit-cache.js";
 import { formatCodexUsageLimitErrorMessage } from "./rate-limits.js";
 import { readCodexMirroredSessionHistoryMessages } from "./session-history.js";
+import {
+  resolveCodexToolProgressDetailMode,
+  sanitizeCodexAgentEventRecord,
+  sanitizeCodexToolArguments,
+} from "./tool-progress-normalization.js";
 import { attachCodexMirrorIdentity } from "./transcript-mirror.js";
 
 export type CodexAppServerToolTelemetry = {
@@ -396,6 +401,7 @@ export class CodexAppServerEventProjector {
       });
     }
     this.emitStandardItemEvent({ phase: "start", item });
+    this.emitNormalizedToolItemEvent({ phase: "start", item });
     this.emitToolResultSummary(item);
     this.emitAgentEvent({
       stream: "codex_app_server.item",
@@ -449,6 +455,7 @@ export class CodexAppServerEventProjector {
     }
     this.recordToolMeta(item);
     this.emitStandardItemEvent({ phase: "end", item });
+    this.emitNormalizedToolItemEvent({ phase: "result", item });
     this.emitToolResultSummary(item);
     this.emitToolResultOutput(item);
     this.emitAgentEvent({
@@ -670,6 +677,41 @@ export class CodexAppServerEventProjector {
     });
   }
 
+  private emitNormalizedToolItemEvent(params: {
+    phase: "start" | "result";
+    item: CodexThreadItem | undefined;
+  }): void {
+    const { item } = params;
+    if (!item || !shouldSynthesizeToolProgressForItem(item)) {
+      return;
+    }
+    const name = itemName(item);
+    if (!name) {
+      return;
+    }
+    const meta = itemMeta(item, this.toolProgressDetailMode());
+    const args = params.phase === "start" ? itemToolArgs(item) : undefined;
+    const status = params.phase === "result" ? itemStatus(item) : "running";
+    this.emitAgentEvent({
+      stream: "tool",
+      data: {
+        phase: params.phase,
+        name,
+        itemId: item.id,
+        toolCallId: item.id,
+        ...(meta ? { meta } : {}),
+        ...(args ? { args } : {}),
+        ...(params.phase === "result"
+          ? {
+              status,
+              isError: status === "failed",
+              ...itemToolResult(item),
+            }
+          : {}),
+      },
+    });
+  }
+
   private emitToolResultSummary(item: CodexThreadItem | undefined): void {
     if (!item || !this.params.onToolResult || !this.shouldEmitToolResult()) {
       return;
@@ -743,7 +785,7 @@ export class CodexAppServerEventProjector {
   }
 
   private toolProgressDetailMode(): ToolProgressDetailMode {
-    return this.params.toolProgressDetail === "raw" ? "raw" : "explain";
+    return resolveCodexToolProgressDetailMode(this.params.toolProgressDetail);
   }
 
   private recordToolMeta(item: CodexThreadItem | undefined): void {
@@ -1105,6 +1147,73 @@ function itemName(item: CodexThreadItem): string | undefined {
   return undefined;
 }
 
+function shouldSynthesizeToolProgressForItem(item: CodexThreadItem): boolean {
+  switch (item.type) {
+    case "commandExecution":
+    case "fileChange":
+    case "webSearch":
+    case "mcpToolCall":
+      return true;
+    // Dynamic OpenClaw tool requests are emitted at the item/tool/call request
+    // boundary in run-attempt.ts. Re-emitting them from item notifications can
+    // duplicate start/result events when the app-server sends both signals.
+    case "dynamicToolCall":
+      return false;
+    default:
+      return false;
+  }
+}
+
+function itemToolArgs(item: CodexThreadItem): Record<string, unknown> | undefined {
+  if (item.type === "commandExecution") {
+    return sanitizeCodexAgentEventRecord({
+      command: item.command,
+      ...(typeof item.cwd === "string" ? { cwd: item.cwd } : {}),
+    });
+  }
+  if (item.type === "webSearch" && typeof item.query === "string") {
+    return sanitizeCodexAgentEventRecord({ query: item.query });
+  }
+  if (item.type === "mcpToolCall") {
+    return sanitizeCodexToolArguments(item.arguments);
+  }
+  return undefined;
+}
+
+function itemToolResult(item: CodexThreadItem): { result?: Record<string, unknown> } {
+  if (item.type === "commandExecution") {
+    return {
+      result: sanitizeCodexAgentEventRecord({
+        status: item.status,
+        exitCode: item.exitCode,
+        durationMs: item.durationMs,
+      }),
+    };
+  }
+  if (item.type === "fileChange") {
+    return {
+      result: sanitizeCodexAgentEventRecord({
+        status: item.status,
+        changes: item.changes.map((change) => ({ path: change.path, kind: change.kind })),
+      }),
+    };
+  }
+  if (item.type === "mcpToolCall") {
+    return {
+      result: sanitizeCodexAgentEventRecord({
+        status: item.status,
+        durationMs: item.durationMs,
+        ...(item.error ? { error: item.error } : {}),
+        ...(item.result ? { result: item.result } : {}),
+      }),
+    };
+  }
+  if (item.type === "webSearch") {
+    return { result: sanitizeCodexAgentEventRecord({ status: "completed" }) };
+  }
+  return {};
+}
+
 function itemMeta(
   item: CodexThreadItem,
   detailMode: ToolProgressDetailMode = "explain",
diff --git a/extensions/codex/src/app-server/run-attempt.test.ts b/extensions/codex/src/app-server/run-attempt.test.ts
index f67f3991854..488538c8e7e 100644
--- a/extensions/codex/src/app-server/run-attempt.test.ts
+++ b/extensions/codex/src/app-server/run-attempt.test.ts
@@ -183,6 +183,7 @@ function createAppServerHarness(
 ) {
   const requests: Array<{ method: string; params: unknown }> = [];
   let notify: (notification: CodexServerNotification) => Promise<void> = async () => undefined;
+  let handleServerRequest: AppServerRequestHandler | undefined;
   const request = vi.fn(async (method: string, params?: unknown) => {
     requests.push({ method, params });
     return requestImpl(method, params);
@@ -197,11 +198,22 @@ function createAppServerHarness(
           notify = handler;
           return () => undefined;
         },
-        addRequestHandler: () => () => undefined,
+        addRequestHandler: (handler: AppServerRequestHandler) => {
+          handleServerRequest = handler;
+          return () => undefined;
+        },
       } as never;
     },
   );
 
+  const waitForServerRequestHandler = async () => {
+    await vi.waitFor(() => expect(handleServerRequest).toBeTypeOf("function"), {
+      interval: 1,
+      timeout: 30_000,
+    });
+    return handleServerRequest!;
+  };
+
   return {
     request,
     requests,
@@ -223,6 +235,11 @@ function createAppServerHarness(
     async notify(notification: CodexServerNotification) {
       await notify(notification);
     },
+    waitForServerRequestHandler,
+    async handleServerRequest(request: Parameters<AppServerRequestHandler>[0]) {
+      const handler = await waitForServerRequestHandler();
+      return handler(request);
+    },
     async completeTurn(params: { threadId: string; turnId: string }) {
       await notify({
         method: "turn/completed",
@@ -349,6 +366,12 @@ function createNamedDynamicTool(
   };
 }
 
+type AppServerRequestHandler = (request: {
+  id: string | number;
+  method: string;
+  params?: unknown;
+}) => Promise<unknown>;
+
 function extractRelayIdFromThreadRequest(params: unknown): string {
   const command = (
     params as {
@@ -656,6 +679,93 @@ describe("runCodexAppServerAttempt", () => {
     });
   });
 
+  it("emits normalized tool progress around app-server dynamic tool requests", async () => {
+    const harness = createStartedThreadHarness();
+    const onRunAgentEvent = vi.fn();
+    const globalAgentEvents: AgentEventPayload[] = [];
+    onAgentEvent((event) => globalAgentEvents.push(event));
+    const params = createParams(
+      path.join(tempDir, "session.jsonl"),
+      path.join(tempDir, "workspace"),
+    );
+    params.onAgentEvent = onRunAgentEvent;
+
+    const run = runCodexAppServerAttempt(params);
+    await harness.waitForMethod("turn/start");
+
+    await expect(
+      harness.handleServerRequest({
+        id: "request-tool-1",
+        method: "item/tool/call",
+        params: {
+          threadId: "thread-1",
+          turnId: "turn-1",
+          callId: "call-1",
+          namespace: null,
+          tool: "message",
+          arguments: {
+            action: "send",
+            token: "plain-secret-value-12345",
+            text: "hello",
+          },
+        },
+      }),
+    ).resolves.toMatchObject({
+      success: false,
+      contentItems: [
+        {
+          type: "inputText",
+          text: expect.stringMatching(
+            /^(Unknown OpenClaw tool: message|Action send requires a target\.)$/u,
+          ),
+        },
+      ],
+    });
+
+    await harness.completeTurn({ threadId: "thread-1", turnId: "turn-1" });
+    await run;
+
+    const agentEvents = onRunAgentEvent.mock.calls.map(([event]) => event);
+    expect(agentEvents).toEqual(
+      expect.arrayContaining([
+        expect.objectContaining({
+          stream: "tool",
+          data: expect.objectContaining({
+            phase: "start",
+            name: "message",
+            toolCallId: "call-1",
+            args: expect.objectContaining({
+              action: "send",
+              token: "plain-…2345",
+              text: "hello",
+            }),
+          }),
+        }),
+        expect.objectContaining({
+          stream: "tool",
+          data: expect.objectContaining({
+            phase: "result",
+            name: "message",
+            toolCallId: "call-1",
+            isError: true,
+            result: expect.objectContaining({ success: false }),
+          }),
+        }),
+      ]),
+    );
+    expect(JSON.stringify(agentEvents)).not.toContain("plain-secret-value-12345");
+    expect(globalAgentEvents).toEqual(
+      expect.arrayContaining([
+        expect.objectContaining({
+          runId: "run-1",
+          sessionKey: "agent:main:session-1",
+          stream: "tool",
+          data: expect.objectContaining({ phase: "start", name: "message" }),
+        }),
+      ]),
+    );
+  });
+
   it("releases the session when Codex never completes after a dynamic tool response", async () => {
     let handleRequest:
       | ((request: { id: string; method: string; params?: unknown }) => Promise<unknown>)
diff --git a/extensions/codex/src/app-server/run-attempt.ts b/extensions/codex/src/app-server/run-attempt.ts
index 8556a823f9a..200d6070610 100644
--- a/extensions/codex/src/app-server/run-attempt.ts
+++ b/extensions/codex/src/app-server/run-attempt.ts
@@ -98,6 +98,12 @@ import {
   codexDynamicToolsFingerprint,
   startOrResumeThread,
 } from "./thread-lifecycle.js";
+import {
+  inferCodexDynamicToolMeta,
+  resolveCodexToolProgressDetailMode,
+  sanitizeCodexToolArguments,
+  sanitizeCodexToolResponse,
+} from "./tool-progress-normalization.js";
 import {
   createCodexTrajectoryRecorder,
   normalizeCodexTrajectoryError,
@@ -973,6 +979,19 @@ export async function runCodexAppServerAttempt(
         name: call.tool,
         arguments: call.arguments,
       });
+      const toolProgressDetailMode = resolveCodexToolProgressDetailMode(params.toolProgressDetail);
+      const toolMeta = inferCodexDynamicToolMeta(call, toolProgressDetailMode);
+      const toolArgs = sanitizeCodexToolArguments(call.arguments);
+      emitCodexAppServerEvent(params, {
+        stream: "tool",
+        data: {
+          phase: "start",
+          name: call.tool,
+          toolCallId: call.callId,
+          ...(toolMeta ? { meta: toolMeta } : {}),
+          ...(toolArgs ? { args: toolArgs } : {}),
+        },
+      });
       const response = await handleDynamicToolCallWithTimeout({
         call,
         toolBridge,
@@ -996,6 +1015,17 @@ export async function runCodexAppServerAttempt(
         success: response.success,
         contentItems: response.contentItems,
       });
+      emitCodexAppServerEvent(params, {
+        stream: "tool",
+        data: {
+          phase: "result",
+          name: call.tool,
+          toolCallId: call.callId,
+          ...(toolMeta ? { meta: toolMeta } : {}),
+          isError: !response.success,
+          result: sanitizeCodexToolResponse(response),
+        },
+      });
       return response as JsonValue;
     } finally {
       activeAppServerTurnRequests = Math.max(0, activeAppServerTurnRequests - 1);
diff --git a/extensions/codex/src/app-server/tool-progress-normalization.ts b/extensions/codex/src/app-server/tool-progress-normalization.ts
new file mode 100644
index 00000000000..be09c380a0c
--- /dev/null
+++ b/extensions/codex/src/app-server/tool-progress-normalization.ts
@@ -0,0 +1,77 @@
+import {
+  inferToolMetaFromArgs,
+  type EmbeddedRunAttemptParams,
+  type ToolProgressDetailMode,
+} from "openclaw/plugin-sdk/agent-harness-runtime";
+import { redactSensitiveFieldValue, redactToolPayloadText } from "openclaw/plugin-sdk/text-runtime";
+import {
+  isJsonObject,
+  type CodexDynamicToolCallParams,
+  type CodexDynamicToolCallResponse,
+  type JsonValue,
+} from "./protocol.js";
+
+export function resolveCodexToolProgressDetailMode(
+  value: EmbeddedRunAttemptParams["toolProgressDetail"],
+): ToolProgressDetailMode {
+  return value === "raw" ? "raw" : "explain";
+}
+
+export function sanitizeCodexAgentEventValue(
+  value: unknown,
+  seen = new WeakSet<object>(),
+): unknown {
+  if (typeof value === "string") {
+    return redactToolPayloadText(value);
+  }
+  if (Array.isArray(value)) {
+    if (seen.has(value)) {
+      return "[Circular]";
+    }
+    seen.add(value);
+    return value.map((entry) => sanitizeCodexAgentEventValue(entry, seen));
+  }
+  if (value && typeof value === "object") {
+    if (seen.has(value)) {
+      return "[Circular]";
+    }
+    seen.add(value);
+    const out: Record<string, unknown> = {};
+    for (const [key, child] of Object.entries(value as Record<string, unknown>)) {
+      out[key] =
+        typeof child === "string"
+          ? redactSensitiveFieldValue(key, child)
+          : sanitizeCodexAgentEventValue(child, seen);
+    }
+    return out;
+  }
+  return value;
+}
+
+export function sanitizeCodexAgentEventRecord(
+  value: Record<string, unknown>,
+): Record<string, unknown> {
+  return sanitizeCodexAgentEventValue(value) as Record<string, unknown>;
+}
+
+export function sanitizeCodexToolArguments(
+  value: JsonValue | undefined,
+): Record<string, unknown> | undefined {
+  if (!isJsonObject(value)) {
+    return undefined;
+  }
+  return sanitizeCodexAgentEventRecord(value);
+}
+
+export function sanitizeCodexToolResponse(
+  response: CodexDynamicToolCallResponse,
+): Record<string, unknown> {
+  return sanitizeCodexAgentEventRecord(response as unknown as Record<string, unknown>);
+}
+
+export function inferCodexDynamicToolMeta(
+  call: Pick<CodexDynamicToolCallParams, "tool" | "arguments">,
+  detailMode: ToolProgressDetailMode,
+): string | undefined {
+  return inferToolMetaFromArgs(call.tool, call.arguments, { detailMode });
+}
diff --git a/extensions/telegram/src/bot-message-dispatch.test.ts b/extensions/telegram/src/bot-message-dispatch.test.ts
index 7f4baa217aa..a9698616c8b 100644
--- a/extensions/telegram/src/bot-message-dispatch.test.ts
+++ b/extensions/telegram/src/bot-message-dispatch.test.ts
@@ -998,6 +998,61 @@ describe("dispatchTelegramMessage draft streaming", () => {
     );
   });
 
+  it("shows Telegram progress drafts immediately for explicit tool starts", async () => {
+    const draftStream = createSequencedDraftStream(2001);
+    createTelegramDraftStream.mockReturnValue(draftStream);
+    dispatchReplyWithBufferedBlockDispatcher.mockImplementation(async ({ replyOptions }) => {
+      await replyOptions?.onReplyStart?.();
+      await replyOptions?.onAssistantMessageStart?.();
+      await replyOptions?.onToolStart?.({ name: "exec", phase: "start" });
+      return { queuedFinal: false };
+    });
+
+    await dispatchWithContext({
+      context: createContext(),
+      streamMode: "progress",
+      telegramCfg: { streaming: { mode: "progress", progress: { label: "Shelling" } } },
+    });
+
+    expect(draftStream.update).toHaveBeenCalledWith(expect.stringMatching(/^Shelling\n`🛠️ Exec`$/));
+    expect(draftStream.flush).toHaveBeenCalled();
+  });
+
+  it("keeps non-command Telegram progress draft lines across post-tool assistant boundaries", async () => {
+    const draftStream = createSequencedDraftStream(2001);
+    createTelegramDraftStream.mockReturnValue(draftStream);
+    dispatchReplyWithBufferedBlockDispatcher.mockImplementation(
+      async ({ dispatcherOptions, replyOptions }) => {
+        await replyOptions?.onReplyStart?.();
+        await replyOptions?.onAssistantMessageStart?.();
+        await replyOptions?.onItemEvent?.({ kind: "search", progressText: "docs lookup" });
+        await replyOptions?.onItemEvent?.({ progressText: "tests passed" });
+        await replyOptions?.onAssistantMessageStart?.();
+        await dispatcherOptions.deliver({ text: "Final after tool" }, { kind: "final" });
+        return { queuedFinal: true };
+      },
+    );
+
+    await dispatchWithContext({
+      context: createContext(),
+      streamMode: "progress",
+      telegramCfg: { streaming: { mode: "progress", progress: { label: "Shelling" } } },
+    });
+
+    expect(draftStream.update).toHaveBeenCalledWith(
+      expect.stringMatching(/^Shelling\n`🔎 Web Search: docs lookup`\n• `tests passed`$/),
+    );
+    expect(draftStream.forceNewMessage).not.toHaveBeenCalled();
+    expect(draftStream.materialize).not.toHaveBeenCalled();
+    expect(editMessageTelegram).toHaveBeenCalledWith(
+      123,
+      2001,
+      "Final after tool",
+      expect.any(Object),
+    );
+    expect(draftStream.clear).not.toHaveBeenCalled();
+  });
+
   it("falls back to normal send for error payloads and clears the pending stream", async () => {
     const { answerDraftStream } = setupDraftStreams({ answerMessageId: 2001 });
     dispatchReplyWithBufferedBlockDispatcher.mockImplementation(async ({ dispatcherOptions }) => {
diff --git a/extensions/telegram/src/bot-message-dispatch.ts b/extensions/telegram/src/bot-message-dispatch.ts
index f227bb19fed..d537d1f945c 100644
--- a/extensions/telegram/src/bot-message-dispatch.ts
+++ b/extensions/telegram/src/bot-message-dispatch.ts
@@ -490,7 +490,10 @@ export const dispatchTelegramMessage = async ({
   const progressDraftGate = createChannelProgressDraftGate({
     onStart: () => renderProgressDraft({ flush: true }),
   });
-  const pushStreamToolProgress = async (line?: string, options?: { toolName?: string }) => {
+  const pushStreamToolProgress = async (
+    line?: string,
+    options?: { toolName?: string; startImmediately?: boolean },
+  ) => {
     if (!answerLane.stream) {
       return;
     }
@@ -529,6 +532,19 @@ export const dispatchTelegramMessage = async ({
         );
       }
     }
+    if (
+      options?.startImmediately &&
+      streamToolProgressEnabled &&
+      !streamToolProgressSuppressed &&
+      normalized
+    ) {
+      const alreadyStarted = progressDraftGate.hasStarted;
+      await progressDraftGate.startNow();
+      if (alreadyStarted && progressDraftGate.hasStarted) {
+        await renderProgressDraft();
+      }
+      return;
+    }
     const alreadyStarted = progressDraftGate.hasStarted;
     await progressDraftGate.noteWork();
     if (alreadyStarted && progressDraftGate.hasStarted) {
@@ -1205,7 +1221,7 @@ export const dispatchTelegramMessage = async ({
                         },
                         payload.detailMode ? { detailMode: payload.detailMode } : undefined,
                       ),
-                      { toolName },
+                      { toolName, startImmediately: true },
                     );
                   },
                   onItemEvent: async (payload) => {