diff --git a/apps/web/tests/plan-review.e2e.ts b/apps/web/tests/plan-review.e2e.ts
index ea2a30d938..fd8217a2d8 100644
--- a/apps/web/tests/plan-review.e2e.ts
+++ b/apps/web/tests/plan-review.e2e.ts
@@ -7,12 +7,14 @@
 // Replay is deterministic: the plan content arrives from replayed chunks, the
 // review wait is real, and the approve click is the test's own gesture (the
 // turn cannot complete without it, in record and replay alike).
-import { readFile } from 'node:fs/promises'
+import { mkdtemp, readFile, rm, writeFile } from 'node:fs/promises'
+import { tmpdir } from 'node:os'
 import { fileURLToPath } from 'node:url'
 import { join } from 'node:path'
 import type { Browser, ConsoleMessage, Page } from 'playwright'
 import { chromium } from 'playwright'
 import { afterAll, beforeAll, describe, expect, it, onTestFailed } from 'vitest'
+import { deriveReplayScript, parseSessionLog } from '@deepseek-ai/dsh-llm-replay'
 import type { SessionEvent } from '@deepseek-ai/dsh-session'
 import type { SessionId } from '@deepseek-ai/dsh-session/types'
 import {
@@ -390,8 +392,12 @@ describe.skipIf(MODE === 'record')('web e2e: pending plan review across Sidebar
 
 describe('web e2e: dismissed plan history', () => {
   it.skipIf(MODE === 'record')('reopens the permanent plan card after dismissing its review', async () => {
-    // Replay supplies a finite continuation; the real question rejection and retained document are the assertions.
-    const scaffold = await launchWebScaffold({ replayFixture: FIXTURE, compareReplaySession: false, paceMs: 15 })
+    // A dismissed review concludes the turn, so only the call presenting the plan replays.
+    const replayRoot = await mkdtemp(join(tmpdir(), 'dsh-plan-review-dismiss-replay-'))
+    const replayOverride = join(replayRoot, 'replay.override.json')
+    const script = deriveReplayScript(parseSessionLog(await readFile(FIXTURE, 'utf8')))
+    await writeFile(replayOverride, JSON.stringify(script.slice(0, 1)))
+    const scaffold = await launchWebScaffold({ replayFixture: FIXTURE, replayOverride, compareReplaySession: false, paceMs: 15 })
     let browser: Browser | undefined
     const events: SessionEvent[] = []
     scaffold.ctx.on('session/event', (_session, event: SessionEvent) => { events.push(event) })
@@ -417,9 +423,10 @@ describe('web e2e: dismissed plan history', () => {
       expect(call).toBeDefined()
       const results = events.filter(event => event.type === 'tool/result')
       const result = results.find(event => event.data.message.source.callId === call?.data.callId)
-      expect(result?.data.message).toMatchObject({ role: 'tool', toolCallId: call?.data.callId, isError: true })
+      expect(result?.data.message).toMatchObject({ role: 'tool', toolCallId: call?.data.callId, isError: false })
       expect(JSON.stringify(result)).toContain('dismissed the plan review')
       expect(results.some(event => JSON.stringify(event).includes('Plan approved'))).toBe(false)
+      expect(events.filter(event => event.type === 'assistant/message')).toHaveLength(1)
       const modes = events.filter(event => event.type === 'plan/mode')
       expect(modes).toHaveLength(1)
       expect(modes[0]).toMatchObject({ data: { active: true } })
@@ -443,6 +450,7 @@ describe('web e2e: dismissed plan history', () => {
     } finally {
       await browser?.close()
       await scaffold.close()
+      await rm(replayRoot, { recursive: true, force: true })
     }
   })
 })
diff --git a/packages/plan/plan-mode/README.i18n.yaml b/packages/plan/plan-mode/README.i18n.yaml
index 534d4abb49..0551ab68f2 100644
--- a/packages/plan/plan-mode/README.i18n.yaml
+++ b/packages/plan/plan-mode/README.i18n.yaml
@@ -90,8 +90,8 @@
   en: 9622e96bdc01276d
   zh: 53801e68a49f3d1d
 /deepseek-ai-dsh-plan-mode/model-experience/exit-tool-schema-and-review-exchange/what-the-model-sees:
-  en: 3768d0189f9f13af
-  zh: 2168a9b24551b7c6
+  en: 16c57e8e64ad5a85
+  zh: d81932553025c875
 /deepseek-ai-dsh-plan-mode/model-experience/exit-tool-schema-and-review-exchange/token-effect:
   en: d1b1418f20ee119d
   zh: c2b89ea3cae57175
diff --git a/packages/plan/plan-mode/README.md b/packages/plan/plan-mode/README.md
index 6cbcbf2632..466a5d2126 100644
--- a/packages/plan/plan-mode/README.md
+++ b/packages/plan/plan-mode/README.md
@@ -164,7 +164,7 @@ The user block is append-only conversation growth. Entering or leaving plan mode
 
 #### What the model sees
 
-The [`exit_plan_mode` schema](../../../docs/tool-catalog.md#deepseek-aidsh-plan-mode) remains available in both states; execution outside plan mode fails, while an approved in-mode review returns the canonical `{ approved: true }` value and renders the existing confirmation text. Rejection remains a failed call carrying review feedback, and a dismissed review a failed call naming the user's takeover.
+The [`exit_plan_mode` schema](../../../docs/tool-catalog.md#deepseek-aidsh-plan-mode) remains available in both states; execution outside plan mode fails, while an approved in-mode review returns the canonical `{ approved: true }` value and renders the existing confirmation text. Rejection remains a failed call carrying review feedback. A dismissed review returns `{ approved: false }`, renders a note that the user will reply, and concludes the turn without another model request.
 
 #### Token effect
 
diff --git a/packages/plan/plan-mode/README.zh.md b/packages/plan/plan-mode/README.zh.md
index 8ecb60b1db..0053aa53ee 100644
--- a/packages/plan/plan-mode/README.zh.md
+++ b/packages/plan/plan-mode/README.zh.md
@@ -164,7 +164,7 @@ You are in plan mode. Explore and design before presenting the complete plan thr
 
 #### 模型看到什么
 
-[`exit_plan_mode` schema](../../../docs/tool-catalog.zh.md#deepseek-aidsh-plan-mode) 在两种状态下均可用；在计划模式之外执行会失败，而计划模式内经批准的评审返回规范的 `{ approved: true }` 值，并渲染既有的确认文本。拒绝仍是携带评审反馈的失败调用，放弃评审则是一次指明用户接手的失败调用。
+[`exit_plan_mode` schema](../../../docs/tool-catalog.zh.md#deepseek-aidsh-plan-mode) 在两种状态下均可用；在计划模式之外执行会失败，而计划模式内经批准的评审返回规范的 `{ approved: true }` 值，并渲染既有的确认文本。拒绝仍是携带评审反馈的失败调用。放弃评审返回 `{ approved: false }`，渲染一条说明用户将自行回复的文本，并结束当前轮次，不再发起模型请求。
 
 #### Token 影响
 
diff --git a/packages/plan/plan-mode/src/index.ts b/packages/plan/plan-mode/src/index.ts
index e711607da8..a2385491ef 100644
--- a/packages/plan/plan-mode/src/index.ts
+++ b/packages/plan/plan-mode/src/index.ts
@@ -30,7 +30,7 @@ import { createUserMessage } from '@deepseek-ai/dsh-llm'
 import type { ContextFormed } from '@deepseek-ai/dsh-llm'
 import type { Session, UserMessage } from '@deepseek-ai/dsh-session'
 import { defineTool } from '@deepseek-ai/dsh-tools'
-import { UserQuestionError } from '@deepseek-ai/dsh-user-questions'
+import { UserQuestionError, type AskUserQuestionAnswer } from '@deepseek-ai/dsh-user-questions'
 import type { CommandDefinitionId, CommandId } from '@deepseek-ai/dsh-commands'
 import type {} from '@deepseek-ai/dsh-session-projection'
 import type { ProjectionDefinition } from '@deepseek-ai/dsh-session-projection'
@@ -285,10 +285,15 @@ export class PlanModeController extends Service {
           type: 'object',
           additionalProperties: false,
           properties: {
-            approved: { type: 'boolean', const: true, required: true },
+            approved: { type: 'boolean', required: true },
           },
         },
-        render: () => [{ type: 'text', text: 'Plan approved — plan mode exited; carry out the plan starting with your next step.' }],
+        render: (_args, { approved }) => [{
+          type: 'text',
+          text: approved
+            ? 'Plan approved — plan mode exited; carry out the plan starting with your next step.'
+            : 'The user dismissed the plan review to reply in their own words; plan mode remains active.',
+        }],
       },
       execute: async (args, exec) => {
         const agent = exec.agent
@@ -303,35 +308,37 @@ export class PlanModeController extends Service {
         if (interaction === undefined) {
           throw new Error('no user-questions channel is available to review the plan; ask the user to switch the session mode instead')
         }
-        const answer = await interaction.ask({
-          questions: [{
-            id: REVIEW_ID,
-            header: 'Plan review',
-            question: 'Approve this plan and leave plan mode?',
-            detail: args.plan,
-            options: [
-              { label: APPROVE_LABEL, description: 'Leave plan mode; the plan is carried out from the next step.' },
-              { label: KEEP_PLANNING_LABEL, description: 'Stay in plan mode; feedback goes back to the model.' },
-            ],
-            // Presentation only: a capable UI renders the plan as a review
-            // decision instead of a generic question, and answers with one of
-            // the labels above either way.
-            intent: { kind: 'plan-review', approve: APPROVE_LABEL, callId: exec.callId },
-          }],
-          agent,
-          signal: exec.signal,
-        }).catch((cause: unknown) => {
+        let answer: AskUserQuestionAnswer
+        try {
+          answer = await interaction.ask({
+            questions: [{
+              id: REVIEW_ID,
+              header: 'Plan review',
+              question: 'Approve this plan and leave plan mode?',
+              detail: args.plan,
+              options: [
+                { label: APPROVE_LABEL, description: 'Leave plan mode; the plan is carried out from the next step.' },
+                { label: KEEP_PLANNING_LABEL, description: 'Stay in plan mode; feedback goes back to the model.' },
+              ],
+              // Presentation only: a capable UI renders the plan as a review
+              // decision instead of a generic question, and answers with one of
+              // the labels above either way.
+              intent: { kind: 'plan-review', approve: APPROVE_LABEL, callId: exec.callId },
+            }],
+            agent,
+            signal: exec.signal,
+          })
+        } catch (cause: unknown) {
           // A dismissed review is not a failed one: the user took the turn back
-          // to say something the two options do not cover. Say so, because the
-          // generic channel message names ask_user_question, which the model
-          // never called. An abort (turn cancel, provider teardown) keeps its
-          // own message — there is no user to wait for.
+          // to say something the two options do not cover, so the turn ends
+          // here instead of spending a model request on waiting. An abort (turn
+          // cancel, provider teardown) keeps its own failure.
           if (cause instanceof UserQuestionError && cause.code === 'ASK_CANCELLED') {
-            throw new Error('The user dismissed the plan review to speak instead; '
-              + 'stay in plan mode, stop here, and wait for their message.')
+            exec.concludeTurn()
+            return { approved: false }
           }
           throw cause
-        })
+        }
         // A review may outlive this plugin fiber. Without its pre-step listener,
         // an approved selection could never be appended, so fail and keep planning.
         if (disposed) {
diff --git a/packages/plan/plan-mode/tests/integration.spec.ts b/packages/plan/plan-mode/tests/integration.spec.ts
index b1742a1ba2..bdb02dfca5 100644
--- a/packages/plan/plan-mode/tests/integration.spec.ts
+++ b/packages/plan/plan-mode/tests/integration.spec.ts
@@ -8,6 +8,7 @@ import ToolRuntime, { defineContentToolFixture } from '@deepseek-ai/dsh-tools'
 import AgentRegistry, { type Agent } from '@deepseek-ai/dsh-agent'
 import AgentLoop from '@deepseek-ai/dsh-agent-loop'
 import PlanModeController from '@deepseek-ai/dsh-plan-mode'
+import UserQuestionService, { UserQuestionError } from '@deepseek-ai/dsh-user-questions'
 import { MockAdapter, textResponse, toolCallResponse } from '../../../core/agent-loop/tests/mock-adapter.ts'
 
 const PLAN_CONFIG = { section: 'Test plan mode instructions.' }
@@ -223,4 +224,28 @@ describe('plan mode through the agent loop', () => {
       { type: 'text', text: 'The user switched this session to plan mode.' },
     ])
   })
+
+  it('a dismissed plan review ends the turn without another model request', async () => {
+    const adapter = new MockAdapter([
+      toolCallResponse('call-exit', 'exit_plan_mode', { plan: '# Plan\n\ndo things' }),
+      textResponse('Waiting for your message.'),
+    ])
+    const ctx = await harness(adapter)
+    await ctx.plugin(UserQuestionService)
+    ctx.on('user-questions/request', () => Promise.reject(new UserQuestionError('the user cancelled ask_user_question', 'ASK_CANCELLED')))
+    const agent = await ctx.agentLoop.create(SessionId('it-plan-dismiss'), { provider: 'mock', model: 'mock' })
+    ctx.planMode.set(agent, true)
+
+    const idle = waitForIdle(ctx, agent)
+    agent.followup(createUserMessage({ content: [{ type: 'text', text: 'plan it' }], source: { kind: 'user' } }))
+    await idle
+
+    expect(adapter.requests).toHaveLength(1)
+    const log = agent.session.snapshotEvents()
+    const result = findEvent(log, 'tool/result')
+    expect(result.data.message.isError).toBe(false)
+    expect(result.data.message.content).toEqual([{ type: 'text', text: 'The user dismissed the plan review to reply in their own words; plan mode remains active.' }])
+    expect(findEvent(log, 'turn/end').data.reason).toEqual({ kind: 'completed' })
+    expect(planActive(ctx, agent)).toBe(true)
+  })
 })
diff --git a/packages/plan/plan-mode/tests/plan-mode.spec.ts b/packages/plan/plan-mode/tests/plan-mode.spec.ts
index bf97cc789c..6024269b6d 100644
--- a/packages/plan/plan-mode/tests/plan-mode.spec.ts
+++ b/packages/plan/plan-mode/tests/plan-mode.spec.ts
@@ -165,7 +165,7 @@ function expectPlanPtcSdkBindings(sdk: string): void {
   expect(sdk).toContain('read: Record<string, JsonValue>;')
   expect(sdk).toContain('write: Record<string, JsonValue>;')
   expect(sdk).toContain('interface ToolOutputMap {')
-  expect(sdk).toContain('exit_plan_mode: {\n    approved: true;\n  };')
+  expect(sdk).toContain('exit_plan_mode: {\n    approved: boolean;\n  };')
   expect(sdk).toContain('[K in ToolName]: (args: ToolArgsMap[K]) => Promise<ToolOutputMap[K]>;')
 }
 
@@ -1058,7 +1058,7 @@ describe('exit_plan_mode', () => {
     expect(question?.options?.map(option => option.label)).toContain(question?.intent?.approve)
   })
 
-  it('reads a dismissed review as the user taking the turn back, not as a failure', async () => {
+  it('reads a dismissed review as the user taking the turn back: a turn-concluding success, not a failure', async () => {
     const { ctx, agent } = await setupWithReview()
     registerQuestionAnswerer(ctx, {
       ask: () => Promise.reject(Object.assign(
@@ -1067,8 +1067,9 @@ describe('exit_plan_mode', () => {
       )),
     })
     const result = await callExit(ctx, agent)
-    expect(result.isError).toBe(true)
-    expect(result.content).toEqual([{ type: 'text', text: 'Error: The user dismissed the plan review to speak instead; stay in plan mode, stop here, and wait for their message.' }])
+    expect(result.isError).toBe(false)
+    expect(result.concludesTurn).toBe(true)
+    expect(result.content).toEqual([{ type: 'text', text: 'The user dismissed the plan review to reply in their own words; plan mode remains active.' }])
     expect(foldPlanMode(agent.session.snapshotEvents())).toBe(true)
   })
 
diff --git a/snapshots/sdk/tool-error-details/system-prompt.expected.md b/snapshots/sdk/tool-error-details/system-prompt.expected.md
index 9070405e5b..6c90496ba2 100644
--- a/snapshots/sdk/tool-error-details/system-prompt.expected.md
+++ b/snapshots/sdk/tool-error-details/system-prompt.expected.md
@@ -360,7 +360,7 @@ interface ToolOutputMap {
     after: string;
   };
   exit_plan_mode: {
-    approved: true;
+    approved: boolean;
   };
   get_goal: {
     goal: null;
diff --git a/snapshots/session/advanced-toolchain/system-prompt.expected.md b/snapshots/session/advanced-toolchain/system-prompt.expected.md
index cf4dcd9c3f..3684573a5f 100644
--- a/snapshots/session/advanced-toolchain/system-prompt.expected.md
+++ b/snapshots/session/advanced-toolchain/system-prompt.expected.md
@@ -375,7 +375,7 @@ interface ToolOutputMap {
     after: string;
   };
   exit_plan_mode: {
-    approved: true;
+    approved: boolean;
   };
   get_goal: {
     goal: null;
diff --git a/snapshots/session/both-mode-turn/system-prompt.expected.md b/snapshots/session/both-mode-turn/system-prompt.expected.md
index 329e451ce8..ac312ca2a6 100644
--- a/snapshots/session/both-mode-turn/system-prompt.expected.md
+++ b/snapshots/session/both-mode-turn/system-prompt.expected.md
@@ -327,7 +327,7 @@ interface ToolOutputMap {
     after: string;
   };
   exit_plan_mode: {
-    approved: true;
+    approved: boolean;
   };
   get_goal: {
     goal: null;
diff --git a/snapshots/session/mcp-resources-ptc/system-prompt.expected.md b/snapshots/session/mcp-resources-ptc/system-prompt.expected.md
index a6b0b07911..c5f57abc8c 100644
--- a/snapshots/session/mcp-resources-ptc/system-prompt.expected.md
+++ b/snapshots/session/mcp-resources-ptc/system-prompt.expected.md
@@ -356,7 +356,7 @@ interface ToolOutputMap {
     after: string;
   };
   exit_plan_mode: {
-    approved: true;
+    approved: boolean;
   };
   get_goal: {
     goal: null;
diff --git a/snapshots/session/ptc-node-read-only/system-prompt.expected.md b/snapshots/session/ptc-node-read-only/system-prompt.expected.md
index 39529ce115..23698d455d 100644
--- a/snapshots/session/ptc-node-read-only/system-prompt.expected.md
+++ b/snapshots/session/ptc-node-read-only/system-prompt.expected.md
@@ -331,7 +331,7 @@ interface ToolOutputMap {
     after: string;
   };
   exit_plan_mode: {
-    approved: true;
+    approved: boolean;
   };
   get_goal: {
     goal: null;
diff --git a/snapshots/session/ptc-node-workspace/system-prompt.expected.md b/snapshots/session/ptc-node-workspace/system-prompt.expected.md
index 39529ce115..23698d455d 100644
--- a/snapshots/session/ptc-node-workspace/system-prompt.expected.md
+++ b/snapshots/session/ptc-node-workspace/system-prompt.expected.md
@@ -331,7 +331,7 @@ interface ToolOutputMap {
     after: string;
   };
   exit_plan_mode: {
-    approved: true;
+    approved: boolean;
   };
   get_goal: {
     goal: null;
diff --git a/snapshots/session/ptc-python-turn/system-prompt.expected.md b/snapshots/session/ptc-python-turn/system-prompt.expected.md
index 23dc2e1494..e0444f7b83 100644
--- a/snapshots/session/ptc-python-turn/system-prompt.expected.md
+++ b/snapshots/session/ptc-python-turn/system-prompt.expected.md
@@ -158,7 +158,7 @@ class ExitPlanModeArgs(TypedDict):
     # Additional keys beyond those declared are allowed.
 
 class ExitPlanModeOutput(TypedDict):
-    approved: Literal[True]
+    approved: bool
 
 class GetGoalOutput1(TypedDict):
     goal: None
diff --git a/snapshots/session/ptc-read-image/system-prompt.expected.md b/snapshots/session/ptc-read-image/system-prompt.expected.md
index f0a3c2426f..809cc3304e 100644
--- a/snapshots/session/ptc-read-image/system-prompt.expected.md
+++ b/snapshots/session/ptc-read-image/system-prompt.expected.md
@@ -327,7 +327,7 @@ interface ToolOutputMap {
     after: string;
   };
   exit_plan_mode: {
-    approved: true;
+    approved: boolean;
   };
   get_goal: {
     goal: null;
diff --git a/snapshots/session/ptc-turn/system-prompt.expected.md b/snapshots/session/ptc-turn/system-prompt.expected.md
index 39529ce115..23698d455d 100644
--- a/snapshots/session/ptc-turn/system-prompt.expected.md
+++ b/snapshots/session/ptc-turn/system-prompt.expected.md
@@ -331,7 +331,7 @@ interface ToolOutputMap {
     after: string;
   };
   exit_plan_mode: {
-    approved: true;
+    approved: boolean;
   };
   get_goal: {
     goal: null;
diff --git a/snapshots/web/official-subagent-bundle/system-prompt.expected.md b/snapshots/web/official-subagent-bundle/system-prompt.expected.md
index f55fe02e4b..4a49609765 100644
--- a/snapshots/web/official-subagent-bundle/system-prompt.expected.md
+++ b/snapshots/web/official-subagent-bundle/system-prompt.expected.md
@@ -429,7 +429,7 @@ interface ToolOutputMap {
     after: string;
   };
   exit_plan_mode: {
-    approved: true;
+    approved: boolean;
   };
   get_goal: {
     goal: null;
diff --git a/snapshots/web/optional-string-editor/system-prompt.expected.md b/snapshots/web/optional-string-editor/system-prompt.expected.md
index a903888013..d5b908f02b 100644
--- a/snapshots/web/optional-string-editor/system-prompt.expected.md
+++ b/snapshots/web/optional-string-editor/system-prompt.expected.md
@@ -437,7 +437,7 @@ interface ToolOutputMap {
     after: string;
   };
   exit_plan_mode: {
-    approved: true;
+    approved: boolean;
   };
   get_goal: {
     goal: null;
diff --git a/snapshots/web/ptc-round/system-prompt.expected.md b/snapshots/web/ptc-round/system-prompt.expected.md
index 47cc71cb02..a3250ff7eb 100644
--- a/snapshots/web/ptc-round/system-prompt.expected.md
+++ b/snapshots/web/ptc-round/system-prompt.expected.md
@@ -420,7 +420,7 @@ interface ToolOutputMap {
     after: string;
   };
   exit_plan_mode: {
-    approved: true;
+    approved: boolean;
   };
   get_goal: {
     goal: null;