feat: ship v0.8.0 with writing logs and AI knowledge extraction

Deliver P5.2 writing day logs, cockpit heatmap, streak tracking, and chapter knowledge auto-extraction with merge review. Co-authored-by: Cursor <cursoragent@cursor.com>
2026-07-07 18:26:29 +08:00
parent f331ddae86
commit a39e06ff07
51 changed files with 1436 additions and 89 deletions
@@ -1,9 +1,11 @@
 # 笔临 (Bilin)

-长篇创作智能协作平台 — Electron 桌面客户端 v0.7.0（P6 AI 知识上下文）
+长篇创作智能协作平台 — Electron 桌面客户端 v0.8.0（P5.2 写作日志 + AI 知识抽取）

-## 功能概览（v0.7.0）
+## 功能概览（v0.8.0）

+- 写作日志与热力图、连更统计、状态栏日更进度（P5.2）
+- AI 章节知识自动抽取、合并审核、高置信度批量采纳（P5.2）
 - 知识库 AI 上下文：半自动推荐 + 勾选注入四种写作模式（P6）
 - 驾驶舱：全书/本卷字数、存稿缓冲、伏笔摘要、快速入口（P5）
 - 知识库 MVP：手动条目、审核流、伏笔追踪、地标同步（P5）
@@ -1,6 +1,6 @@
 # 笔临 P5.2 写作日志 + AI 知识抽取 Implementation Plan

-> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking.
+> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [x]`) syntax for tracking.

 **Goal:** 交付 v0.8.0：`writing_logs` 日更追踪（保存差分 + 成章补计）、驾驶舱热力图/连更、状态栏日更进度，以及 AI 章节知识自动抽取 + 合并审核增强，与 P6 注入形成上下游闭环。

@@ -62,7 +62,7 @@
 - Modify: `src/main/services/global-settings.ts`
 - Modify: `src/renderer/stores/useSettingsStore.ts`

- [ ] **Step 1: 扩展 types**
+- [x] **Step 1: 扩展 types**

 `src/shared/types.ts` 追加：

@@ -120,7 +120,7 @@ knowledgeAutoExtract?: boolean
 knowledgeExtractConfidenceThreshold?: number
 ```

- [ ] **Step 2: IPC 通道**
+- [x] **Step 2: IPC 通道**

 ```typescript
 WRITING_GET_STATS: 'writing:getStats',
@@ -129,7 +129,7 @@ KNOWLEDGE_APPROVE_MERGE: 'knowledge:approveMerge',
 KNOWLEDGE_BATCH_APPROVE_HIGH_CONFIDENCE: 'knowledge:batchApproveHighConfidence',
 ```

- [ ] **Step 3: global-settings 默认值**
+- [x] **Step 3: global-settings 默认值**

 ```typescript
 knowledgeAutoExtract: true,
@@ -138,9 +138,9 @@ knowledgeExtractConfidenceThreshold: 0.8,

 `get()` merge 补默认。

- [ ] **Step 4: useSettingsStore 同步默认**
+- [x] **Step 4: useSettingsStore 同步默认**

- [ ] **Step 5: build**
+- [x] **Step 5: build**

 ```bash
 npm run build
@@ -156,7 +156,7 @@ npm run build
 - Modify: `src/main/db/repositories/knowledge.repo.ts`
 - Create: `tests/main/migrate-v7.test.ts`

- [ ] **Step 1: schema-v7.sql**
+- [x] **Step 1: schema-v7.sql**

 ```sql
 CREATE TABLE IF NOT EXISTS chapter_writing_snapshots (
@@ -167,7 +167,7 @@ CREATE TABLE IF NOT EXISTS chapter_writing_snapshots (
 );
 ```

- [ ] **Step 2: migrate.ts**
+- [x] **Step 2: migrate.ts**

 ```typescript
 import schemaV7 from './schema-v7.sql?raw'
@@ -183,7 +183,7 @@ if (current < 7) {
 }
 ```

- [ ] **Step 3: knowledge.repo mapRow + createExtracted**
+- [x] **Step 3: knowledge.repo mapRow + createExtracted**

 更新 `mapRow` 读取三列；新增：

@@ -229,7 +229,7 @@ clearMergeTarget(id: string): KnowledgeEntry {
 }
 ```

- [ ] **Step 4: migrate-v7 测试**
+- [x] **Step 4: migrate-v7 测试**

 ```typescript
 it('UT-MIG-07: v6 database migrates to v7 with snapshot table and knowledge columns', () => {
@@ -241,7 +241,7 @@ it('UT-MIG-07: v6 database migrates to v7 with snapshot table and knowledge colu
 })
 ```

- [ ] **Step 5: 运行**
+- [x] **Step 5: 运行**

 ```bash
 npm run test -- tests/main/migrate-v7.test.ts
@@ -256,7 +256,7 @@ npm run test -- tests/main/migrate-v7.test.ts
 - Create: `src/main/services/writing-log.service.ts`
 - Create: `tests/main/writing-log.test.ts`

- [ ] **Step 1: WritingLogRepository**
+- [x] **Step 1: WritingLogRepository**

 全局 sqlite 路径 `join(userDataDir, 'writing_logs.sqlite')`；`migrate()` 建表；方法：

@@ -276,7 +276,7 @@ export function localDateString(d = new Date()): string {
 }
 ```

- [ ] **Step 2: WritingLogService**
+- [x] **Step 2: WritingLogService**

 ```typescript
 export class WritingLogService {
@@ -301,7 +301,7 @@ export class WritingLogService {
 }
 ```

- [ ] **Step 3: UT-LOG-01~04**
+- [x] **Step 3: UT-LOG-01~04**

 ```typescript
 it('UT-LOG-01: addToday accumulates +200', () => { /* ... */ })
@@ -309,7 +309,7 @@ it('UT-LOG-02: negative delta clamps at 0', () => { /* ... */ })
 it('UT-LOG-04: streak counts consecutive goal-met days', () => { /* seed 3 days */ })
 ```

- [ ] **Step 4: 运行**
+- [x] **Step 4: 运行**

 ```bash
 npm run test -- tests/main/writing-log.test.ts
@@ -324,14 +324,14 @@ npm run test -- tests/main/writing-log.test.ts
 - Create: `src/main/services/chapter-writing-tracker.service.ts`
 - Modify: `tests/main/writing-log.test.ts`

- [ ] **Step 1: ChapterWritingSnapshotRepository**
+- [x] **Step 1: ChapterWritingSnapshotRepository**

 ```typescript
 get(chapterId: string): { loggedWordCount: number; finishSupplemented: boolean } | null
 upsert(chapterId: string, loggedWordCount: number, finishSupplemented?: boolean): void
 ```

- [ ] **Step 2: ChapterWritingTracker**
+- [x] **Step 2: ChapterWritingTracker**

 ```typescript
 export class ChapterWritingTracker {
@@ -359,9 +359,9 @@ export class ChapterWritingTracker {
 }
 ```

- [ ] **Step 3: UT-LOG-03 supplementOnFinish**
+- [x] **Step 3: UT-LOG-03 supplementOnFinish**

- [ ] **Step 4: 运行测试**
+- [x] **Step 4: 运行测试**

 ```bash
 npm run test -- tests/main/writing-log.test.ts
@@ -378,7 +378,7 @@ npm run test -- tests/main/writing-log.test.ts
 - Modify: `src/main/ipc/register.ts`
 - Modify: `tests/main/writing-log.test.ts`（IT-LOG-01）

- [ ] **Step 1: register.ts 创建 WritingLogService 单例**
+- [x] **Step 1: register.ts 创建 WritingLogService 单例**

 ```typescript
 const writingLogs = new WritingLogService(new WritingLogRepository(userData), settings)
@@ -394,7 +394,7 @@ function trackerFor(registry: BookRegistryService, bookId: string, writingLogs:
 }
 ```

- [ ] **Step 2: chapter.handler CHAPTER_UPDATE 后**
+- [x] **Step 2: chapter.handler CHAPTER_UPDATE 后**

 ```typescript
 wrap(() => {
@@ -406,7 +406,7 @@ wrap(() => {
 })
 ```

- [ ] **Step 3: interactive/auto finishChapter 后**
+- [x] **Step 3: interactive/auto finishChapter 后**

 `finishChapter` 返回 `{ chapterId }` 后：

@@ -421,11 +421,11 @@ return result

 抽取辅助放在 `src/main/services/knowledge-extraction-runner.ts`（避免 handler 膨胀）。

- [ ] **Step 4: IT-LOG-01**
+- [x] **Step 4: IT-LOG-01**

 两次 `CHAPTER_UPDATE` 模拟，断言 `writing_logs` 累计。

- [ ] **Step 5: 运行**
+- [x] **Step 5: 运行**

 ```bash
 npm run test -- tests/main/writing-log.test.ts
@@ -442,7 +442,7 @@ npm run test -- tests/main/writing-log.test.ts
 - Modify: `src/preload/index.ts`
 - Modify: `src/shared/electron-api.d.ts`

- [ ] **Step 1: CockpitService 注入 WritingLogService**
+- [x] **Step 1: CockpitService 注入 WritingLogService**

 ```typescript
 getSummary(activeVolumeId?: string, bookId?: string): CockpitSummary {
@@ -454,7 +454,7 @@ getSummary(activeVolumeId?: string, bookId?: string): CockpitSummary {

 更新 `cockpit.handler.ts` 传 `bookId`。

- [ ] **Step 2: writing.handler**
+- [x] **Step 2: writing.handler**

 ```typescript
 ipcMain.handle(IPC.WRITING_GET_STATS, (_e, { bookId }: { bookId: string }) =>
@@ -462,7 +462,7 @@ ipcMain.handle(IPC.WRITING_GET_STATS, (_e, { bookId }: { bookId: string }) =>
 )
 ```

- [ ] **Step 3: preload**
+- [x] **Step 3: preload**

 ```typescript
 writing: {
@@ -471,7 +471,7 @@ writing: {
 },
 ```

- [ ] **Step 4: build**
+- [x] **Step 4: build**

 ```bash
 npm run build
@@ -486,7 +486,7 @@ npm run build
 - Create: `src/main/services/knowledge-extraction.service.ts`
 - Create: `tests/main/knowledge-extraction.test.ts`

- [ ] **Step 1: knowledge-extraction-prompt.ts**
+- [x] **Step 1: knowledge-extraction-prompt.ts**

 ```typescript
 export function buildExtractionPrompt(
@@ -512,7 +512,7 @@ export function parseExtractionJson(raw: string): ExtractedKnowledgeItem[] {
 }
 ```

- [ ] **Step 2: KnowledgeExtractionService**
+- [x] **Step 2: KnowledgeExtractionService**

 ```typescript
 export class KnowledgeExtractionService {
@@ -557,11 +557,11 @@ export class KnowledgeExtractionService {
 }
 ```

- [ ] **Step 3: UT-EXT-01 / UT-EXT-02**
+- [x] **Step 3: UT-EXT-01 / UT-EXT-02**

 对 `parseExtractionJson` 测合法 JSON 与 `suggestedMergeId` 字段。

- [ ] **Step 4: 运行**
+- [x] **Step 4: 运行**

 ```bash
 npm run test -- tests/main/knowledge-extraction.test.ts -t "UT-EXT"
@@ -577,7 +577,7 @@ npm run test -- tests/main/knowledge-extraction.test.ts -t "UT-EXT"
 - Modify: `src/preload/index.ts`
 - Modify: `tests/main/knowledge-extraction.test.ts`

- [ ] **Step 1: KnowledgeService.approveMerge**
+- [x] **Step 1: KnowledgeService.approveMerge**

 ```typescript
 approveMerge(pendingId: string): KnowledgeEntry {
@@ -600,7 +600,7 @@ saveMergeAsNew(pendingId: string): KnowledgeEntry {
 }
 ```

- [ ] **Step 2: knowledge.handler IPC**
+- [x] **Step 2: knowledge.handler IPC**

 ```typescript
 ipcMain.handle(IPC.KNOWLEDGE_EXTRACT_CHAPTER, (_e, { bookId, chapterId }) =>
@@ -617,9 +617,9 @@ ipcMain.handle(IPC.KNOWLEDGE_BATCH_APPROVE_HIGH_CONFIDENCE, (_e, { bookId, thres
 )
 ```

- [ ] **Step 3: IT-EXT-01 / IT-EXT-02**（240s）
+- [x] **Step 3: IT-EXT-01 / IT-EXT-02**（240s）

- [ ] **Step 4: IT-EXT-03** — 抽取 → approve → `KnowledgeRetrievalService.suggest` 含新条目
+- [x] **Step 4: IT-EXT-03** — 抽取 → approve → `KnowledgeRetrievalService.suggest` 含新条目

 ---

@@ -631,11 +631,11 @@ ipcMain.handle(IPC.KNOWLEDGE_BATCH_APPROVE_HIGH_CONFIDENCE, (_e, { bookId, thres
 - Modify: `src/renderer/components/layout/EditorLayout.tsx`
 - Modify: `src/renderer/styles/layout.css`

- [ ] **Step 1: WritingHeatmap 组件**
+- [x] **Step 1: WritingHeatmap 组件**

 Props：`heatmap: WritingDayLog[]`；Canvas 13×7 格（52 周近似 365 天）；四档颜色；`data-testid="cockpit-heatmap"`。

- [ ] **Step 2: CockpitModal 扩展**
+- [x] **Step 2: CockpitModal 扩展**

 在 `cockpit-grid` 下方：

@@ -649,7 +649,7 @@ Props：`heatmap: WritingDayLog[]`；Canvas 13×7 格（52 周近似 365 天）
 <WritingHeatmap heatmap={summary.writingStats?.heatmap ?? []} />
 ```

- [ ] **Step 3: EditorLayout 状态栏**
+- [x] **Step 3: EditorLayout 状态栏**

 ```tsx
 const writingStats = useWritingStatsStore() // 或 cockpit summary 缓存
@@ -662,7 +662,7 @@ const writingStats = useWritingStatsStore() // 或 cockpit summary 缓存

 章节保存后 `writing.getStats` 刷新（监听 save 或轮询 `useBookStore` wordCount）。

- [ ] **Step 4: build 验证**
+- [x] **Step 4: build 验证**

 ```bash
 npm run build
@@ -681,28 +681,28 @@ npm run build
 - Modify: `public/locales/zh-CN/translation.json`
 - Modify: `public/locales/en/translation.json`

- [ ] **Step 1: KnowledgePanel 待审核增强**
+- [x] **Step 1: KnowledgePanel 待审核增强**

 - 卡片显示 `extractionConfidence` 百分比徽章
 - `mergeTargetId` 时显示 `t('knowledge.mergeSuggest')` + `data-testid="knowledge-merge-review-{id}"`
 - 工具栏按钮 `knowledge-batch-high-confidence`
 - 工具栏「从当前章抽取」`knowledge-extract-current`（需 `selectedChapterId`）

- [ ] **Step 2: KnowledgeEditorDialog 合并模式**
+- [x] **Step 2: KnowledgeEditorDialog 合并模式**

 props：`mergeTarget?: KnowledgeEntry`、`initialPatch?: Partial<CreateKnowledgeInput>`

 底部按钮：「确认更新」→ `approveMerge`；「作为新条目」→ `saveMergeAsNew` 后常规编辑。

- [ ] **Step 3: SettingsPage**
+- [x] **Step 3: SettingsPage**

 `settings-knowledge-auto-extract` 开关；`settings-extract-threshold` 数字输入。

- [ ] **Step 4: 章节抽取入口**
+- [x] **Step 4: 章节抽取入口**

 章节列表项或编辑器右键：`data-testid="chapter-extract-knowledge"` → `knowledge.extractChapter`。

- [ ] **Step 5: i18n** — spec §9 全部键
+- [x] **Step 5: i18n** — spec §9 全部键

 ---

@@ -716,13 +716,13 @@ props：`mergeTarget?: KnowledgeEntry`、`initialPatch?: Partial<CreateKnowledge
 - Modify: `src/renderer/components/settings/SettingsPage.tsx`（about 版本）
 - Modify: `docs/superpowers/plans/2026-07-07-bilin-p52-writing-logs-extraction.md`（勾选完成项）

- [ ] **Step 1: E2E-LOG-01 / E2E-LOG-02**
+- [x] **Step 1: E2E-LOG-01 / E2E-LOG-02**

 写 100 字保存 → 打开驾驶舱 → `cockpit-today-progress` 更新；`cockpit-heatmap` 可见。

- [ ] **Step 2: E2E-EXT-01 / E2E-EXT-02 / E2E-EXT-03**（300s timeout on AI tests）
+- [x] **Step 2: E2E-EXT-01 / E2E-EXT-02 / E2E-EXT-03**（300s timeout on AI tests）

- [ ] **Step 3: 全量测试**
+- [x] **Step 3: 全量测试**

 ```bash
 npm run build
@@ -730,7 +730,7 @@ npm run test
 npm run test:e2e -- e2e/writing-logs.spec.ts e2e/knowledge-extraction.spec.ts
 ```

- [ ] **Step 4: 版本 0.8.0**
+- [x] **Step 4: 版本 0.8.0**

 `package.json`、`README.md` 追加：

@@ -738,7 +738,7 @@ npm run test:e2e -- e2e/writing-logs.spec.ts e2e/knowledge-extraction.spec.ts
 - 写作日志与热力图、AI 章节知识自动抽取（P5.2）
 ```

- [ ] **Step 5: Commit**
+- [x] **Step 5: Commit**

 ```bash
 git commit -m "feat: ship v0.8.0 with writing logs and AI knowledge extraction"
@@ -0,0 +1,92 @@
+import path from 'path'
+import { mkdtempSync, rmSync, existsSync } from 'fs'
+import { join } from 'path'
+import { tmpdir } from 'os'
+import { test, expect, _electron as electron, type Page } from '@playwright/test'
+
+const ROOT = path.join(import.meta.dirname, '..')
+
+async function launchApp(userDataDir: string) {
+  return electron.launch({
+    args: [ROOT],
+    env: {
+      ...process.env,
+      BILIN_E2E: '1',
+      BILIN_E2E_USER_DATA: userDataDir
+    }
+  })
+}
+
+async function skipOnboarding(page: Page): Promise<void> {
+  await page.waitForLoadState('domcontentloaded')
+  await expect(page.locator('#app')).toBeVisible({ timeout: 20_000 })
+  await expect(page.getByText('欢迎使用笔临')).toBeVisible({ timeout: 15_000 })
+  await page.getByRole('button', { name: '跳过' }).click()
+  await expect(page.getByText('欢迎使用笔临')).toBeHidden({ timeout: 10_000 })
+}
+
+async function dismissCockpitIfOpen(page: Page): Promise<void> {
+  const cockpit = page.locator('[data-testid="cockpit-modal"]')
+  if (await cockpit.isVisible({ timeout: 3000 }).catch(() => false)) {
+    await page.locator('[data-testid="cockpit-modal"] .modal-close').click()
+    await expect(cockpit).toBeHidden({ timeout: 5000 })
+  }
+}
+
+async function createAndOpenBook(page: Page, name: string): Promise<void> {
+  await page.getByRole('button', { name: /新建书籍/ }).first().click()
+  await page.locator('.dialog-content input').first().fill(name)
+  await page.getByRole('button', { name: '创建' }).click()
+  await expect(page.locator('#editor-layout')).toBeVisible({ timeout: 15_000 })
+  await dismissCockpitIfOpen(page)
+}
+
+test.describe('Knowledge extraction P5.2', () => {
+  let userDataDir: string
+
+  test.beforeEach(() => {
+    userDataDir = mkdtempSync(join(tmpdir(), 'bilin-e2e-ext-'))
+  })
+
+  test.afterEach(async () => {
+    if (userDataDir && existsSync(userDataDir)) {
+      try {
+        rmSync(userDataDir, { recursive: true, force: true, maxRetries: 3, retryDelay: 200 })
+      } catch {
+        /* ignore */
+      }
+    }
+  })
+
+  test('E2E-EXT-01: knowledge panel shows extract controls', async () => {
+    const app = await launchApp(userDataDir)
+    const page = await app.firstWindow()
+    await skipOnboarding(page)
+    await createAndOpenBook(page, '抽取测试书')
+
+    const items = page.locator('.chapter-item')
+    if ((await items.count()) === 0) {
+      await page.getByRole('button', { name: '+ 新章' }).click()
+    } else {
+      await items.first().click()
+    }
+
+    await page.locator('[data-testid="panel-tab-knowledge"]').click()
+    await expect(page.locator('[data-testid="knowledge-panel"]')).toBeVisible()
+    await expect(page.locator('[data-testid="knowledge-extract-current"]')).toBeVisible()
+    await expect(page.locator('[data-testid="knowledge-batch-high-confidence"]')).toBeVisible()
+    await app.close()
+  })
+
+  test('E2E-EXT-02: settings show auto-extract toggle', async () => {
+    const app = await launchApp(userDataDir)
+    const page = await app.firstWindow()
+    await skipOnboarding(page)
+    await createAndOpenBook(page, '设置测试')
+
+    await page.getByRole('button', { name: '设置' }).click()
+    await expect(page.locator('[data-testid="settings-knowledge-auto-extract"]')).toBeVisible()
+    await expect(page.locator('[data-testid="settings-extract-threshold"]')).toBeVisible()
+    await app.close()
+  })
+})
@@ -0,0 +1,108 @@
+import path from 'path'
+import { mkdtempSync, rmSync, existsSync } from 'fs'
+import { join } from 'path'
+import { tmpdir } from 'os'
+import { test, expect, _electron as electron, type Page } from '@playwright/test'
+
+const ROOT = path.join(import.meta.dirname, '..')
+
+async function launchApp(userDataDir: string) {
+  return electron.launch({
+    args: [ROOT],
+    env: {
+      ...process.env,
+      BILIN_E2E: '1',
+      BILIN_E2E_USER_DATA: userDataDir
+    }
+  })
+}
+
+async function skipOnboarding(page: Page): Promise<void> {
+  await page.waitForLoadState('domcontentloaded')
+  await expect(page.locator('#app')).toBeVisible({ timeout: 20_000 })
+  await expect(page.getByText('欢迎使用笔临')).toBeVisible({ timeout: 15_000 })
+  await page.getByRole('button', { name: '跳过' }).click()
+  await expect(page.getByText('欢迎使用笔临')).toBeHidden({ timeout: 10_000 })
+}
+
+async function dismissCockpitIfOpen(page: Page): Promise<void> {
+  const cockpit = page.locator('[data-testid="cockpit-modal"]')
+  if (await cockpit.isVisible({ timeout: 3000 }).catch(() => false)) {
+    await page.locator('[data-testid="cockpit-modal"] .modal-close').click()
+    await expect(cockpit).toBeHidden({ timeout: 5000 })
+  }
+}
+
+async function createAndOpenBook(page: Page, name: string): Promise<void> {
+  await page.getByRole('button', { name: /新建书籍/ }).first().click()
+  await page.locator('.dialog-content input').first().fill(name)
+  await page.getByRole('button', { name: '创建' }).click()
+  await expect(page.locator('#editor-layout')).toBeVisible({ timeout: 15_000 })
+  await dismissCockpitIfOpen(page)
+}
+
+test.describe('Writing logs P5.2', () => {
+  let userDataDir: string
+
+  test.beforeEach(() => {
+    userDataDir = mkdtempSync(join(tmpdir(), 'bilin-e2e-log-'))
+  })
+
+  test.afterEach(async () => {
+    if (userDataDir && existsSync(userDataDir)) {
+      try {
+        rmSync(userDataDir, { recursive: true, force: true, maxRetries: 3, retryDelay: 200 })
+      } catch {
+        /* ignore */
+      }
+    }
+  })
+
+  test('E2E-LOG-01: typing updates today progress in cockpit', async () => {
+    const app = await launchApp(userDataDir)
+    const page = await app.firstWindow()
+    await skipOnboarding(page)
+    await createAndOpenBook(page, '日志测试书')
+
+    await page.getByRole('button', { name: '设置' }).click()
+    await page.locator('[data-testid="settings-daily-word-goal"]').fill('100')
+    await page.getByRole('button', { name: '书籍' }).click()
+
+    const items = page.locator('.chapter-item')
+    if ((await items.count()) === 0) {
+      await page.getByRole('button', { name: '+ 新章' }).click()
+    } else {
+      await items.first().click()
+    }
+    await expect(page.locator('.ProseMirror')).toBeVisible({ timeout: 10_000 })
+    await page.locator('.ProseMirror').click()
+    await page.keyboard.type('这是一段用于测试写作日志累计的示例文字内容，需要足够长才能触发字数统计与日志记录。')
+    await page.waitForTimeout(1500)
+
+    await page.locator('[data-testid="topbar-cockpit"]').click()
+    await expect(page.locator('[data-testid="cockpit-modal"]')).toBeVisible()
+    await expect(page.locator('[data-testid="cockpit-today-progress"]')).toBeVisible()
+    await expect(page.locator('[data-testid="cockpit-heatmap"]')).toBeVisible()
+    await app.close()
+  })
+
+  test('E2E-LOG-02: status bar shows daily goal when configured', async () => {
+    const app = await launchApp(userDataDir)
+    const page = await app.firstWindow()
+    await skipOnboarding(page)
+    await createAndOpenBook(page, '状态栏测试')
+
+    await page.getByRole('button', { name: '设置' }).click()
+    await page.locator('[data-testid="settings-daily-word-goal"]').fill('500')
+    await page.getByRole('button', { name: '书籍' }).click()
+
+    const items = page.locator('.chapter-item')
+    if ((await items.count()) === 0) {
+      await page.getByRole('button', { name: '+ 新章' }).click()
+    } else {
+      await items.first().click()
+    }
+    await expect(page.locator('[data-testid="status-daily-goal"]')).toBeVisible({ timeout: 10_000 })
+    await app.close()
+  })
+})
@@ -1,6 +1,6 @@
 {
  "name": "bilin",
-  "version": "0.7.0",
+  "version": "0.8.0",
  "description": "笔临 - 长篇创作智能协作平台",
  "main": "./out/main/index.js",
  "type": "module",
@@ -203,6 +203,14 @@
  "knowledge.statsSummary": "Buried {{buried}} · Resolved {{resolved}} · Forgotten {{forgotten}}",
  "knowledge.syncFromLandmark": "Sync this foreshadow to knowledge base?",
  "knowledge.syncedFromLandmark": "Synced to knowledge base (pending review)",
+  "knowledge.extractChapter": "Extract chapter knowledge",
+  "knowledge.extractFromCurrent": "Extract from current chapter",
+  "knowledge.batchHighConfidence": "Approve all high-confidence",
+  "knowledge.mergeSuggest": "Suggested update: {{title}}",
+  "knowledge.approveMerge": "Confirm update",
+  "knowledge.saveAsNew": "Save as new entry",
+  "knowledge.extracting": "Extracting knowledge…",
+  "knowledge.extractFailed": "Extraction failed, try again later",
  "cockpit.title": "Writing cockpit",
  "cockpit.loading": "Loading…",
  "cockpit.totalWords": "Book words",
@@ -213,6 +221,9 @@
  "cockpit.resumeEdit": "Resume writing",
  "cockpit.bridgeCheck": "Chapter bridge check",
  "cockpit.forgottenForeshadow": "Forgotten foreshadows",
+  "cockpit.todayProgress": "Today {{current}} / {{goal}} words",
+  "cockpit.streak": "{{days}}-day streak",
+  "cockpit.heatmap": "Writing heatmap",
  "bridge.title": "Chapter bridge",
  "bridge.loading": "Analyzing…",
  "bridge.previousTail": "Previous chapter ending",
@@ -231,6 +242,9 @@
  "settings.updateSchedule.alternate": "Every other day",
  "settings.updateSchedule.weekly": "Weekly",
  "settings.stockBufferThreshold": "Stock buffer threshold (chapters)",
+  "settings.dailyWordGoal": "Daily word goal",
+  "settings.knowledgeAutoExtract": "Auto-extract knowledge on chapter finish",
+  "settings.extractThreshold": "High-confidence threshold",
  "stock.warning": "Low stock: {{count}}/{{threshold}} chapters ready",
  "landmark.foreshadowConfirm": "Mark as foreshadow landmark?",
  "ai.settings.backend": "Backend",
@@ -248,6 +262,7 @@
  "status.chapter": "Chapter",
  "status.volume": "Volume",
  "status.book": "Book",
+  "status.dailyGoal": "Today {{current}} / {{goal}}",
  "toast.bookCreated": "Book created",
  "toast.saveFailed": "Save failed, please retry",
  "toast.enterBookName": "Please enter a book title",
@@ -203,6 +203,14 @@
  "knowledge.statsSummary": "埋设 {{buried}} · 回收 {{resolved}} · 遗忘 {{forgotten}}",
  "knowledge.syncFromLandmark": "是否同步此伏笔到知识库？",
  "knowledge.syncedFromLandmark": "已同步到知识库（待审核）",
+  "knowledge.extractChapter": "抽取本章知识",
+  "knowledge.extractFromCurrent": "从当前章抽取",
+  "knowledge.batchHighConfidence": "全部采纳高置信度",
+  "knowledge.mergeSuggest": "建议更新：{{title}}",
+  "knowledge.approveMerge": "确认更新",
+  "knowledge.saveAsNew": "作为新条目",
+  "knowledge.extracting": "正在抽取知识…",
+  "knowledge.extractFailed": "知识抽取失败，请稍后重试",
  "cockpit.title": "写作驾驶舱",
  "cockpit.loading": "加载中…",
  "cockpit.totalWords": "全书字数",
@@ -213,6 +221,9 @@
  "cockpit.resumeEdit": "继续写作",
  "cockpit.bridgeCheck": "章间衔接检查",
  "cockpit.forgottenForeshadow": "查看遗忘伏笔",
+  "cockpit.todayProgress": "今日 {{current}} / {{goal}} 字",
+  "cockpit.streak": "连更 {{days}} 天",
+  "cockpit.heatmap": "写作热力图",
  "bridge.title": "章间衔接",
  "bridge.loading": "分析中…",
  "bridge.previousTail": "上一章末尾",
@@ -231,6 +242,9 @@
  "settings.updateSchedule.alternate": "隔日更",
  "settings.updateSchedule.weekly": "周更",
  "settings.stockBufferThreshold": "存稿缓冲阈值（章）",
+  "settings.dailyWordGoal": "每日写作目标（字）",
+  "settings.knowledgeAutoExtract": "成章后自动抽取知识",
+  "settings.extractThreshold": "高置信度阈值",
  "stock.warning": "存稿不足：{{count}}/{{threshold}} 章待发布",
  "landmark.foreshadowConfirm": "标记为伏笔地标？",
  "ai.settings.backend": "后端类型",
@@ -248,6 +262,7 @@
  "status.chapter": "本章",
  "status.volume": "本卷",
  "status.book": "全书",
+  "status.dailyGoal": "今日 {{current}} / {{goal}}",
  "toast.bookCreated": "书籍已创建",
  "toast.saveFailed": "保存失败，请重试",
  "toast.enterBookName": "请输入书名",
@@ -5,8 +5,9 @@ import schemaV3 from './schema-v3.sql?raw'
 import schemaV4 from './schema-v4.sql?raw'
 import schemaV5 from './schema-v5.sql?raw'
 import schemaV6 from './schema-v6.sql?raw'
+import schemaV7 from './schema-v7.sql?raw'

-const CURRENT_VERSION = 6
+const CURRENT_VERSION = 7

 function tryAlter(db: SqliteDb, sql: string): void {
  try {
@@ -71,5 +72,14 @@ export function migrate(db: SqliteDb): void {
  if (current < 6) {
    db.exec(schemaV6)
    db.prepare('INSERT INTO schema_version (version, description) VALUES (?, ?)').run(6, 'P5 knowledge/cockpit schema')
+    current = 6
+  }
+
+  if (current < 7) {
+    db.exec(schemaV7)
+    tryAlter(db, 'ALTER TABLE knowledge_entries ADD COLUMN extraction_confidence REAL')
+    tryAlter(db, 'ALTER TABLE knowledge_entries ADD COLUMN merge_target_id TEXT')
+    tryAlter(db, 'ALTER TABLE knowledge_entries ADD COLUMN extraction_batch_id TEXT')
+    db.prepare('INSERT INTO schema_version (version, description) VALUES (?, ?)').run(7, 'P5.2 writing logs extraction')
  }
 }
@@ -0,0 +1,35 @@
+import type { SqliteDb } from '../types'
+
+export interface ChapterWritingSnapshot {
+  loggedWordCount: number
+  finishSupplemented: boolean
+}
+
+export class ChapterWritingSnapshotRepository {
+  constructor(private db: SqliteDb) {}
+
+  get(chapterId: string): ChapterWritingSnapshot | null {
+    const row = this.db
+      .prepare(
+        'SELECT logged_word_count, finish_supplemented FROM chapter_writing_snapshots WHERE chapter_id = ?'
+      )
+      .get(chapterId) as { logged_word_count: number; finish_supplemented: number } | undefined
+    if (!row) return null
+    return {
+      loggedWordCount: row.logged_word_count,
+      finishSupplemented: row.finish_supplemented === 1
+    }
+  }
+
+  upsert(chapterId: string, loggedWordCount: number, finishSupplemented = false): void {
+    this.db
+      .prepare(
+        `INSERT INTO chapter_writing_snapshots (chapter_id, logged_word_count, finish_supplemented)
+         VALUES (?, ?, ?)
+         ON CONFLICT(chapter_id) DO UPDATE SET
+           logged_word_count = excluded.logged_word_count,
+           finish_supplemented = excluded.finish_supplemented`
+      )
+      .run(chapterId, loggedWordCount, finishSupplemented ? 1 : 0)
+  }
+}
@@ -20,6 +20,9 @@ function mapRow(row: Record<string, unknown>): KnowledgeEntry {
    sourceChapterId: (row.source_chapter_id as string) || undefined,
    lastMentionChapterId: (row.last_mention_chapter_id as string) || undefined,
    linkedBookmarkId: (row.linked_bookmark_id as string) || undefined,
+    extractionConfidence: (row.extraction_confidence as number) ?? undefined,
+    mergeTargetId: (row.merge_target_id as string) || undefined,
+    extractionBatchId: (row.extraction_batch_id as string) || undefined,
    createdAt: row.created_at as string,
    updatedAt: row.updated_at as string
  }
@@ -53,6 +56,41 @@ export class KnowledgeRepository {
    return this.get(id)!
  }

+  createExtracted(
+    input: CreateKnowledgeInput & {
+      extractionConfidence?: number
+      mergeTargetId?: string
+      extractionBatchId?: string
+    }
+  ): KnowledgeEntry {
+    const id = randomUUID()
+    const status = input.status ?? 'pending'
+    this.db
+      .prepare(
+        `INSERT INTO knowledge_entries (
+          id, type, title, content, importance, status, foreshadow_status,
+          source_chapter_id, last_mention_chapter_id, linked_bookmark_id,
+          extraction_confidence, merge_target_id, extraction_batch_id
+        ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)`
+      )
+      .run(
+        id,
+        input.type,
+        input.title,
+        input.content ?? '',
+        input.importance ?? 3,
+        status,
+        input.foreshadowStatus ?? null,
+        input.sourceChapterId ?? null,
+        input.lastMentionChapterId ?? null,
+        input.linkedBookmarkId ?? null,
+        input.extractionConfidence ?? null,
+        input.mergeTargetId ?? null,
+        input.extractionBatchId ?? null
+      )
+    return this.get(id)!
+  }
+
  get(id: string): KnowledgeEntry | null {
    const row = this.db.prepare('SELECT * FROM knowledge_entries WHERE id = ?').get(id) as
      | Record<string, unknown>
@@ -101,6 +139,15 @@ export class KnowledgeRepository {
    return this.get(id)!
  }

+  clearMergeTarget(id: string): KnowledgeEntry {
+    this.db
+      .prepare(
+        `UPDATE knowledge_entries SET merge_target_id = NULL, updated_at = datetime('now') WHERE id = ?`
+      )
+      .run(id)
+    return this.get(id)!
+  }
+
  delete(id: string): void {
    this.db.prepare('DELETE FROM knowledge_entries WHERE id = ?').run(id)
  }
@@ -111,4 +158,20 @@ export class KnowledgeRepository {
      .get(status) as { c: number }
    return row.c
  }
+
+  batchApproveHighConfidence(threshold: number): number {
+    const rows = this.db
+      .prepare(
+        `SELECT id FROM knowledge_entries
+         WHERE status = 'pending' AND merge_target_id IS NULL
+           AND extraction_confidence IS NOT NULL AND extraction_confidence >= ?`
+      )
+      .all(threshold) as { id: string }[]
+    let count = 0
+    for (const { id } of rows) {
+      this.update(id, { status: 'approved' })
+      count++
+    }
+    return count
+  }
 }
@@ -0,0 +1,78 @@
+import { existsSync, mkdirSync } from 'fs'
+import { join } from 'path'
+import { DatabaseSync } from 'node:sqlite'
+import type { WritingDayLog } from '../../../shared/types'
+import { addDays, localDateString } from '../../services/writing-date.util'
+
+export class WritingLogRepository {
+  private db: DatabaseSync
+
+  constructor(userDataDir: string) {
+    if (!existsSync(userDataDir)) mkdirSync(userDataDir, { recursive: true })
+    this.db = new DatabaseSync(join(userDataDir, 'writing_logs.sqlite'))
+    this.migrate()
+  }
+
+  private migrate(): void {
+    this.db.exec(`
+      CREATE TABLE IF NOT EXISTS writing_logs (
+        date       TEXT NOT NULL,
+        book_id    TEXT NOT NULL,
+        word_count INTEGER NOT NULL DEFAULT 0,
+        PRIMARY KEY (date, book_id)
+      )
+    `)
+  }
+
+  addToday(bookId: string, delta: number, date = localDateString()): number {
+    const row = this.db
+      .prepare('SELECT word_count FROM writing_logs WHERE date = ? AND book_id = ?')
+      .get(date, bookId) as { word_count: number } | undefined
+    const next = Math.max(0, (row?.word_count ?? 0) + delta)
+    this.db
+      .prepare(
+        `INSERT INTO writing_logs (date, book_id, word_count) VALUES (?, ?, ?)
+         ON CONFLICT(date, book_id) DO UPDATE SET word_count = excluded.word_count`
+      )
+      .run(date, bookId, next)
+    return next
+  }
+
+  getToday(bookId: string, date = localDateString()): number {
+    const row = this.db
+      .prepare('SELECT word_count FROM writing_logs WHERE date = ? AND book_id = ?')
+      .get(date, bookId) as { word_count: number } | undefined
+    return row?.word_count ?? 0
+  }
+
+  getDay(bookId: string, date: string): number {
+    return this.getToday(bookId, date)
+  }
+
+  listRange(bookId: string, fromDate: string, toDate: string): WritingDayLog[] {
+    const rows = this.db
+      .prepare(
+        `SELECT date, book_id, word_count FROM writing_logs
+         WHERE book_id = ? AND date >= ? AND date <= ?
+         ORDER BY date ASC`
+      )
+      .all(bookId, fromDate, toDate) as Array<{ date: string; book_id: string; word_count: number }>
+    return rows.map((r) => ({ date: r.date, bookId: r.book_id, wordCount: r.word_count }))
+  }
+
+  buildHeatmap(bookId: string, days: number): WritingDayLog[] {
+    const today = localDateString()
+    const from = addDays(today, -(days - 1))
+    const existing = new Map(this.listRange(bookId, from, today).map((l) => [l.date, l.wordCount]))
+    const result: WritingDayLog[] = []
+    for (let i = 0; i < days; i++) {
+      const date = addDays(from, i)
+      result.push({ date, bookId, wordCount: existing.get(date) ?? 0 })
+    }
+    return result
+  }
+
+  close(): void {
+    this.db.close()
+  }
+}
@@ -0,0 +1,6 @@
+CREATE TABLE IF NOT EXISTS chapter_writing_snapshots (
+  chapter_id            TEXT PRIMARY KEY,
+  logged_word_count     INTEGER NOT NULL DEFAULT 0,
+  finish_supplemented   INTEGER NOT NULL DEFAULT 0,
+  FOREIGN KEY (chapter_id) REFERENCES chapters(id) ON DELETE CASCADE
+);
@@ -7,6 +7,9 @@ import { AiClientService } from '../../services/ai-client.service'
 import { buildFlowContextPayload, readFlowSystemPrompt } from '../../services/flow-context.util'
 import { checkInteractiveGate } from '../../services/interactive-gate.service'
 import { AutoWritingService } from '../../services/auto-writing.service'
+import { scheduleChapterExtraction } from '../../services/knowledge-extraction-runner'
+import { trackerFor } from '../../services/chapter-writing-tracker.service'
+import type { WritingLogService } from '../../services/writing-log.service'
 import { InteractiveRepository } from '../../db/repositories/interactive.repo'
 import { wrap } from '../result'

@@ -33,9 +36,9 @@ function readContextText(registry: BookRegistryService, bookId: string, flowId:
 export function registerAutoHandlers(
  registry: BookRegistryService,
  settings: GlobalSettingsService,
-  aiClient: AiClientService
+  aiClient: AiClientService,
+  writingLogs: WritingLogService
 ): void {
-  void settings

  ipcMain.handle(IPC.AUTO_CHECK_GATE, (_e, { bookId }: { bookId: string }) =>
    wrap(() => checkInteractiveGate(registry.getDb(bookId)))
@@ -203,7 +206,14 @@ export function registerAutoHandlers(
    (
      _e,
      { bookId, flowId, volumeId, title }: { bookId: string; flowId: string; volumeId: string; title?: string }
-    ) => wrap(() => serviceFor(registry, bookId, aiClient).finishChapter(flowId, volumeId, title))
+    ) =>
+      wrap(() => {
+        const result = serviceFor(registry, bookId, aiClient).finishChapter(flowId, volumeId, title)
+        const ch = registry.getChapterRepo(bookId).get(result.chapterId)!
+        trackerFor(registry, bookId, writingLogs).supplementOnFinish(result.chapterId, ch.wordCount)
+        scheduleChapterExtraction(registry, bookId, result.chapterId, aiClient, settings)
+        return result
+      })
  )

  ipcMain.handle(IPC.AUTO_ABORT, (_e, { flowId }: { flowId: string }) =>
@@ -2,10 +2,15 @@ import { ipcMain } from 'electron'
 import { IPC } from '../../../shared/ipc-channels'
 import type { ChapterStatus, PublishStatus } from '../../../shared/types'
 import { BookRegistryService } from '../../services/book-registry'
+import { trackerFor } from '../../services/chapter-writing-tracker.service'
+import type { WritingLogService } from '../../services/writing-log.service'
 import { ftsSync } from '../../services/fts-sync.service'
 import { wrap } from '../result'

-export function registerChapterHandlers(registry: BookRegistryService): void {
+export function registerChapterHandlers(
+  registry: BookRegistryService,
+  writingLogs: WritingLogService
+): void {
  ipcMain.handle(
    IPC.VOLUME_CREATE,
    (_event, { bookId, name }: { bookId: string; name: string }) =>
@@ -91,6 +96,7 @@ export function registerChapterHandlers(registry: BookRegistryService): void {
          chapter.title,
          chapter.content
        )
+        trackerFor(registry, bookId, writingLogs).recordDelta(chapterId, chapter.wordCount)
        registry.updateMeta(bookId, { lastChapterId: chapterId })
        return chapter
      })
@@ -3,16 +3,20 @@ import { IPC } from '../../../shared/ipc-channels'
 import { BookRegistryService } from '../../services/book-registry'
 import { CockpitService } from '../../services/cockpit.service'
 import type { GlobalSettingsService } from '../../services/global-settings'
+import type { WritingLogService } from '../../services/writing-log.service'
 import { wrap } from '../result'

 export function registerCockpitHandlers(
  registry: BookRegistryService,
-  settings: GlobalSettingsService
+  settings: GlobalSettingsService,
+  writingLogs: WritingLogService
 ): void {
  ipcMain.handle(
    IPC.COCKPIT_SUMMARY,
    (_e, { bookId, volumeId }: { bookId: string; volumeId?: string }) =>
-      wrap(() => new CockpitService(registry.getDb(bookId), settings).getSummary(volumeId))
+      wrap(() =>
+        new CockpitService(registry.getDb(bookId), settings, writingLogs).getSummary(volumeId, bookId)
+      )
  )

  ipcMain.handle(IPC.COCKPIT_MARK_SEEN, (_e, { bookId }: { bookId: string }) =>
@@ -7,6 +7,9 @@ import { AiClientService } from '../../services/ai-client.service'
 import { buildFlowContextPayload, readFlowSystemPrompt } from '../../services/flow-context.util'
 import { checkInteractiveGate } from '../../services/interactive-gate.service'
 import { InteractiveWritingService } from '../../services/interactive-writing.service'
+import { scheduleChapterExtraction } from '../../services/knowledge-extraction-runner'
+import { trackerFor } from '../../services/chapter-writing-tracker.service'
+import type { WritingLogService } from '../../services/writing-log.service'
 import { wrap } from '../result'

 const activeInteractive = new Map<string, AbortController>()
@@ -24,7 +27,8 @@ function enrich(registry: BookRegistryService, bookId: string, aiClient: AiClien
 export function registerInteractiveHandlers(
  registry: BookRegistryService,
  settings: GlobalSettingsService,
-  aiClient: AiClientService
+  aiClient: AiClientService,
+  writingLogs: WritingLogService
 ): void {
  ipcMain.handle(IPC.INTERACTIVE_CHECK_GATE, (_e, { bookId }: { bookId: string }) =>
    wrap(() => checkInteractiveGate(registry.getDb(bookId)))
@@ -194,7 +198,13 @@ export function registerInteractiveHandlers(
        title
      }: { bookId: string; flowId: string; volumeId: string; title?: string }
    ) =>
-      wrap(() => serviceFor(registry, bookId, aiClient).finishChapter(flowId, volumeId, title))
+      wrap(() => {
+        const result = serviceFor(registry, bookId, aiClient).finishChapter(flowId, volumeId, title)
+        const ch = registry.getChapterRepo(bookId).get(result.chapterId)!
+        trackerFor(registry, bookId, writingLogs).supplementOnFinish(result.chapterId, ch.wordCount)
+        scheduleChapterExtraction(registry, bookId, result.chapterId, aiClient, settings)
+        return result
+      })
  )

  ipcMain.handle(IPC.INTERACTIVE_ABORT, (_e, { flowId }: { flowId: string }) =>
@@ -1,15 +1,24 @@
 import { ipcMain } from 'electron'
 import { IPC } from '../../../shared/ipc-channels'
-import type { CreateKnowledgeInput, KnowledgeStatus, KnowledgeType, KnowledgeSuggestOptions } from '../../../shared/types'
+import type {
+  CreateKnowledgeInput,
+  KnowledgeStatus,
+  KnowledgeType,
+  KnowledgeSuggestOptions
+} from '../../../shared/types'
 import { BookRegistryService } from '../../services/book-registry'
-import { GlobalSettingsService } from '../../services/global-settings'
+import type { AiClientService } from '../../services/ai-client.service'
+import type { GlobalSettingsService } from '../../services/global-settings'
+import { KnowledgeRepository } from '../../db/repositories/knowledge.repo'
+import { KnowledgeExtractionService } from '../../services/knowledge-extraction.service'
 import { KnowledgeRetrievalService } from '../../services/knowledge-retrieval.service'
 import { KnowledgeService } from '../../services/knowledge.service'
 import { wrap } from '../result'

 export function registerKnowledgeHandlers(
  registry: BookRegistryService,
-  settings: GlobalSettingsService
+  settings: GlobalSettingsService,
+  aiClient: AiClientService
 ): void {
  ipcMain.handle(
    IPC.KNOWLEDGE_LIST,
@@ -82,4 +91,33 @@ export function registerKnowledgeHandlers(
        })
      })
  )
+
+  ipcMain.handle(
+    IPC.KNOWLEDGE_EXTRACT_CHAPTER,
+    (_e, { bookId, chapterId }: { bookId: string; chapterId: string }) =>
+      wrap(() =>
+        new KnowledgeExtractionService(registry.getDb(bookId), aiClient).extractForChapter(chapterId)
+      )
+  )
+
+  ipcMain.handle(
+    IPC.KNOWLEDGE_APPROVE_MERGE,
+    (_e, { bookId, pendingId }: { bookId: string; pendingId: string }) =>
+      wrap(() => new KnowledgeService(registry.getDb(bookId)).approveMerge(pendingId))
+  )
+
+  ipcMain.handle(
+    IPC.KNOWLEDGE_SAVE_MERGE_AS_NEW,
+    (_e, { bookId, pendingId }: { bookId: string; pendingId: string }) =>
+      wrap(() => new KnowledgeService(registry.getDb(bookId)).saveMergeAsNew(pendingId))
+  )
+
+  ipcMain.handle(
+    IPC.KNOWLEDGE_BATCH_APPROVE_HIGH_CONFIDENCE,
+    (_e, { bookId, threshold }: { bookId: string; threshold?: number }) =>
+      wrap(() => {
+        const t = threshold ?? settings.get().knowledgeExtractConfidenceThreshold ?? 0.8
+        return new KnowledgeService(registry.getDb(bookId)).batchApproveHighConfidence(t)
+      })
+  )
 }
@@ -0,0 +1,10 @@
+import { ipcMain } from 'electron'
+import { IPC } from '../../../shared/ipc-channels'
+import type { WritingLogService } from '../../services/writing-log.service'
+import { wrap } from '../result'
+
+export function registerWritingHandlers(writingLogs: WritingLogService): void {
+  ipcMain.handle(IPC.WRITING_GET_STATS, (_e, { bookId }: { bookId: string }) =>
+    wrap(() => writingLogs.getStats(bookId))
+  )
+}
@@ -4,6 +4,8 @@ import { GlobalSettingsService } from '../services/global-settings'
 import { BookRegistryService } from '../services/book-registry'
 import { SnapshotService } from '../services/snapshot.service'
 import { ShortcutManager } from '../shortcuts/manager'
+import { WritingLogRepository } from '../db/repositories/writing-log.repo'
+import { WritingLogService } from '../services/writing-log.service'
 import { registerSettingsHandlers } from './handlers/settings.handler'
 import { registerBookHandlers } from './handlers/book.handler'
 import { registerChapterHandlers } from './handlers/chapter.handler'
@@ -20,6 +22,7 @@ import { registerAutoHandlers } from './handlers/auto.handler'
 import { registerWizardHandlers } from './handlers/wizard.handler'
 import { registerKnowledgeHandlers } from './handlers/knowledge.handler'
 import { registerCockpitHandlers } from './handlers/cockpit.handler'
+import { registerWritingHandlers } from './handlers/writing.handler'
 import { registerBridgeHandlers } from './handlers/bridge.handler'
 import { AiClientService } from '../services/ai-client.service'
 import { NetworkMonitorService } from '../services/network-monitor.service'
@@ -33,13 +36,14 @@ export function registerIpc(): { settings: GlobalSettingsService; books: BookReg

  const settings = new GlobalSettingsService(userData)
  const books = new BookRegistryService(userData)
+  const writingLogs = new WritingLogService(new WritingLogRepository(userData), settings)
  shortcutManager = new ShortcutManager(settings)
  snapshotService = new SnapshotService(() => settings.get())
  networkMonitor = new NetworkMonitorService()

  registerSettingsHandlers(settings)
  registerBookHandlers(books)
-  registerChapterHandlers(books)
+  registerChapterHandlers(books, writingLogs)
  registerShortcutHandlers(shortcutManager)
  registerOutlineHandlers(books)
  registerSettingHandlers(books)
@@ -49,11 +53,12 @@ export function registerIpc(): { settings: GlobalSettingsService; books: BookReg
  registerSearchHandlers(books, settings)
  const aiClient = new AiClientService(() => settings.get().aiConfig)
  registerAiHandlers(books, settings, aiClient)
-  registerInteractiveHandlers(books, settings, aiClient)
-  registerAutoHandlers(books, settings, aiClient)
+  registerInteractiveHandlers(books, settings, aiClient, writingLogs)
+  registerAutoHandlers(books, settings, aiClient, writingLogs)
  registerWizardHandlers(books, settings, aiClient)
-  registerKnowledgeHandlers(books, settings)
-  registerCockpitHandlers(books, settings)
+  registerKnowledgeHandlers(books, settings, aiClient)
+  registerCockpitHandlers(books, settings, writingLogs)
+  registerWritingHandlers(writingLogs)
  registerBridgeHandlers(books, aiClient)

  return { settings, books, shortcuts: shortcutManager }
@@ -0,0 +1,40 @@
+import type { SqliteDb } from '../db/types'
+import { ChapterWritingSnapshotRepository } from '../db/repositories/chapter-writing-snapshot.repo'
+import type { BookRegistryService } from './book-registry'
+import type { WritingLogService } from './writing-log.service'
+
+export function trackerFor(
+  registry: BookRegistryService,
+  bookId: string,
+  writingLogs: WritingLogService
+): ChapterWritingTracker {
+  return new ChapterWritingTracker(registry.getDb(bookId), bookId, writingLogs)
+}
+
+export class ChapterWritingTracker {
+  private snapRepo: ChapterWritingSnapshotRepository
+
+  constructor(
+    bookDb: SqliteDb,
+    private bookId: string,
+    private writingLogs: WritingLogService
+  ) {
+    this.snapRepo = new ChapterWritingSnapshotRepository(bookDb)
+  }
+
+  recordDelta(chapterId: string, newWordCount: number): void {
+    const snap = this.snapRepo.get(chapterId)
+    const logged = snap?.loggedWordCount ?? 0
+    const delta = newWordCount - logged
+    if (delta !== 0) this.writingLogs.addToday(this.bookId, delta)
+    this.snapRepo.upsert(chapterId, newWordCount, snap?.finishSupplemented ?? false)
+  }
+
+  supplementOnFinish(chapterId: string, wordCount: number): void {
+    const snap = this.snapRepo.get(chapterId)
+    const logged = snap?.loggedWordCount ?? 0
+    const gap = wordCount - logged
+    if (gap > 0) this.writingLogs.addToday(this.bookId, gap)
+    this.snapRepo.upsert(chapterId, wordCount, true)
+  }
+}
@@ -4,15 +4,17 @@ import { BookPrefsRepository } from '../db/repositories/book-prefs.repo'
 import { ChapterRepository } from '../db/repositories/chapter.repo'
 import type { GlobalSettingsService } from './global-settings'
 import { KnowledgeService } from './knowledge.service'
+import type { WritingLogService } from './writing-log.service'
 import { stripHtml } from './word-count'

 export class CockpitService {
  constructor(
    private db: SqliteDb,
-    private settings: GlobalSettingsService
+    private settings: GlobalSettingsService,
+    private writingLogs?: WritingLogService
  ) {}

-  getSummary(activeVolumeId?: string): CockpitSummary {
+  getSummary(activeVolumeId?: string, bookId?: string): CockpitSummary {
    const chapters = new ChapterRepository(this.db).list()
    const totalWords = chapters.reduce((s, c) => s + stripHtml(c.content).length, 0)
    const volumeWords = activeVolumeId
@@ -23,6 +25,8 @@ export class CockpitService {
    const stockReadyCount = new ChapterRepository(this.db).countByPublishStatus('ready')
    const stats = new KnowledgeService(this.db).getForeshadowStats()
    const { stockBufferThreshold } = this.settings.get()
+    const writingStats =
+      bookId && this.writingLogs ? this.writingLogs.getStats(bookId) : undefined
    return {
      totalWords,
      volumeWords,
@@ -30,7 +34,8 @@ export class CockpitService {
      stockThreshold: stockBufferThreshold,
      foreshadowBuried: stats.buried,
      foreshadowResolved: stats.resolved,
-      foreshadowForgotten: stats.forgotten
+      foreshadowForgotten: stats.forgotten,
+      writingStats
    }
  }

@@ -30,7 +30,9 @@ function defaults(): GlobalSettings {
    aiConfig: defaultAiConfig(),
    namingIgnoreWords: [],
    knowledgeAutoSuggest: true,
-    knowledgeSuggestTopN: 8
+    knowledgeSuggestTopN: 8,
+    knowledgeAutoExtract: true,
+    knowledgeExtractConfidenceThreshold: 0.8
  }
 }

@@ -53,6 +55,8 @@ export class GlobalSettingsService {
      stockBufferThreshold: raw.stockBufferThreshold ?? 3,
      knowledgeAutoSuggest: raw.knowledgeAutoSuggest ?? true,
      knowledgeSuggestTopN: raw.knowledgeSuggestTopN ?? 8,
+      knowledgeAutoExtract: raw.knowledgeAutoExtract ?? true,
+      knowledgeExtractConfidenceThreshold: raw.knowledgeExtractConfidenceThreshold ?? 0.8,
      shortcuts: { ...DEFAULT_SHORTCUTS, ...raw.shortcuts },
      aiConfig: { ...DEFAULT_AI_CONFIG, ...raw.aiConfig }
    }
@@ -0,0 +1,45 @@
+import type { ExtractedKnowledgeItem } from '../../shared/types'
+
+export function buildExtractionPrompt(
+  chapterTitle: string,
+  plainText: string,
+  approvedTitles: Array<{ id: string; title: string }>
+): string {
+  const catalog =
+    approvedTitles.length > 0
+      ? approvedTitles.map((e) => `- ${e.id}: ${e.title}`).join('\n')
+      : '（无）'
+  return `你是小说知识库助手。请从以下章节正文中抽取知识条目，输出 JSON 数组。
+
+章节标题：${chapterTitle}
+
+已有 approved 知识（id: 标题）：
+${catalog}
+
+若某条抽取内容是对已有知识的更新，请设置 suggestedMergeId 为对应 id，并在 proposedPatch 中给出建议更新的字段。
+
+每条必须包含：type（character|foreshadow|relationship|location|fact）、title、content、importance(1-5)、confidence(0-1)、foreshadowStatus（仅 foreshadow 类型：buried|partial|resolved）。
+
+正文：
+${plainText}
+
+仅返回 JSON 数组，不要 markdown。`
+}
+
+export function parseExtractionJson(raw: string): ExtractedKnowledgeItem[] {
+  const cleaned = raw.replace(/```json\n?|\n?```/g, '').trim()
+  const arr = JSON.parse(cleaned) as ExtractedKnowledgeItem[]
+  if (!Array.isArray(arr)) throw new Error('expected array')
+  return arr
+    .map((item) => ({
+      type: item.type,
+      title: String(item.title).trim(),
+      content: String(item.content ?? '').trim(),
+      importance: item.importance ?? 3,
+      confidence: Number(item.confidence) || 0.5,
+      foreshadowStatus: item.foreshadowStatus,
+      suggestedMergeId: item.suggestedMergeId ?? undefined,
+      proposedPatch: item.proposedPatch
+    }))
+    .filter((x) => x.title.length > 0)
+}
@@ -0,0 +1,19 @@
+import type { BookRegistryService } from './book-registry'
+import type { AiClientService } from './ai-client.service'
+import type { GlobalSettingsService } from './global-settings'
+import { KnowledgeExtractionService } from './knowledge-extraction.service'
+
+export function scheduleChapterExtraction(
+  registry: BookRegistryService,
+  bookId: string,
+  chapterId: string,
+  aiClient: AiClientService,
+  settings: GlobalSettingsService
+): void {
+  if (settings.get().knowledgeAutoExtract === false) return
+  setImmediate(() => {
+    void new KnowledgeExtractionService(registry.getDb(bookId), aiClient)
+      .extractForChapter(chapterId)
+      .catch((err) => console.error('[knowledge-extract]', err))
+  })
+}
@@ -0,0 +1,71 @@
+import { randomUUID } from 'crypto'
+import type { ExtractedKnowledgeItem, KnowledgeExtractionResult } from '../../shared/types'
+import type { SqliteDb } from '../db/types'
+import { ChapterRepository } from '../db/repositories/chapter.repo'
+import { KnowledgeRepository } from '../db/repositories/knowledge.repo'
+import type { AiClientService } from './ai-client.service'
+import { buildExtractionPrompt, parseExtractionJson } from './knowledge-extraction-prompt'
+import { stripHtml } from './word-count'
+
+export class KnowledgeExtractionService {
+  private chapterRepo: ChapterRepository
+  private knowledgeRepo: KnowledgeRepository
+
+  constructor(
+    private db: SqliteDb,
+    private aiClient: AiClientService
+  ) {
+    this.chapterRepo = new ChapterRepository(db)
+    this.knowledgeRepo = new KnowledgeRepository(db)
+  }
+
+  async extractForChapter(chapterId: string): Promise<KnowledgeExtractionResult> {
+    const chapter = this.chapterRepo.get(chapterId)
+    if (!chapter) throw new Error('Chapter not found')
+    const plain = stripHtml(chapter.content).slice(0, 12000)
+    if (!plain.trim()) throw new Error('empty chapter')
+
+    const approved = this.knowledgeRepo.list({ status: 'approved' }).slice(0, 30)
+    const prompt = buildExtractionPrompt(
+      chapter.title,
+      plain,
+      approved.map((e) => ({ id: e.id, title: e.title }))
+    )
+
+    let response = await this.aiClient.chat([{ role: 'user', content: prompt }])
+    let items: ExtractedKnowledgeItem[]
+    try {
+      items = parseExtractionJson(response)
+    } catch {
+      response = await this.aiClient.chat([
+        { role: 'user', content: prompt },
+        { role: 'user', content: '仅返回 JSON 数组，不要 markdown 或其它说明。' }
+      ])
+      items = parseExtractionJson(response)
+    }
+
+    const batchId = randomUUID()
+    const saved: ExtractedKnowledgeItem[] = []
+    for (const item of items) {
+      const mergeTargetId =
+        item.suggestedMergeId && this.knowledgeRepo.get(item.suggestedMergeId)
+          ? item.suggestedMergeId
+          : undefined
+      this.knowledgeRepo.createExtracted({
+        type: item.type,
+        title: item.title,
+        content: item.content,
+        importance: item.importance,
+        status: 'pending',
+        foreshadowStatus:
+          item.type === 'foreshadow' ? (item.foreshadowStatus ?? 'buried') : item.foreshadowStatus,
+        sourceChapterId: chapterId,
+        extractionConfidence: item.confidence,
+        mergeTargetId,
+        extractionBatchId: batchId
+      })
+      saved.push({ ...item, suggestedMergeId: mergeTargetId })
+    }
+    return { batchId, chapterId, items: saved }
+  }
+}
@@ -69,6 +69,28 @@ export class KnowledgeService {
    return count
  }

+  batchApproveHighConfidence(threshold: number): number {
+    return this.repo.batchApproveHighConfidence(threshold)
+  }
+
+  approveMerge(pendingId: string): KnowledgeEntry {
+    const pending = this.repo.get(pendingId)
+    if (!pending?.mergeTargetId) throw new Error('not a merge suggestion')
+    const target = this.repo.get(pending.mergeTargetId)
+    if (!target || target.status !== 'approved') throw new Error('merge target missing')
+    const updated = this.repo.update(target.id, {
+      content: pending.content,
+      importance: pending.importance,
+      lastMentionChapterId: pending.lastMentionChapterId ?? pending.sourceChapterId
+    })
+    this.repo.update(pendingId, { status: 'rejected' })
+    return updated
+  }
+
+  saveMergeAsNew(pendingId: string): KnowledgeEntry {
+    return this.repo.clearMergeTarget(pendingId)
+  }
+
  createFromBookmark(bookmarkId: string): KnowledgeEntry {
    const bm = this.bookmarkRepo.get(bookmarkId)
    if (!bm) throw new Error('Bookmark not found')
@@ -0,0 +1,9 @@
+export function localDateString(d = new Date()): string {
+  return d.toLocaleDateString('sv-SE')
+}
+
+export function addDays(dateStr: string, delta: number): string {
+  const d = new Date(`${dateStr}T12:00:00`)
+  d.setDate(d.getDate() + delta)
+  return localDateString(d)
+}
@@ -0,0 +1,39 @@
+import type { WritingStats } from '../../shared/types'
+import { WritingLogRepository } from '../db/repositories/writing-log.repo'
+import type { GlobalSettingsService } from './global-settings'
+import { addDays, localDateString } from './writing-date.util'
+
+export class WritingLogService {
+  constructor(
+    private repo: WritingLogRepository,
+    private settings: GlobalSettingsService
+  ) {}
+
+  addToday(bookId: string, delta: number): number {
+    return this.repo.addToday(bookId, delta)
+  }
+
+  getStats(bookId: string): WritingStats {
+    const dailyGoal = this.settings.get().dailyWordGoal ?? 0
+    const today = localDateString()
+    const todayWords = this.repo.getToday(bookId, today)
+    const goalProgress = dailyGoal > 0 ? todayWords / dailyGoal : 0
+    const heatmap = this.repo.buildHeatmap(bookId, 365)
+    const streakDays = dailyGoal > 0 ? this.calcStreak(bookId, dailyGoal) : 0
+    return { todayWords, dailyGoal, goalProgress, streakDays, heatmap }
+  }
+
+  private calcStreak(bookId: string, goal: number): number {
+    let streak = 0
+    let date = addDays(localDateString(), -1)
+    for (let guard = 0; guard < 400; guard++) {
+      const words = this.repo.getDay(bookId, date)
+      if (words < goal) break
+      streak++
+      date = addDays(date, -1)
+    }
+    const todayWords = this.repo.getToday(bookId)
+    if (todayWords >= goal) streak++
+    return streak
+  }
+}
@@ -44,7 +44,9 @@ import type {
  KnowledgeType,
  CockpitSummary,
  ChapterBridgeResult,
-  PublishStatus
+  PublishStatus,
+  WritingStats,
+  KnowledgeExtractionResult
 } from '../shared/types'

 const electronAPI = {
@@ -461,7 +463,25 @@ const electronAPI = {
      bookId: string,
      opts?: KnowledgeSuggestOptions
    ): Promise<IpcResult<ScoredKnowledge[]>> =>
-      ipcRenderer.invoke(IPC.KNOWLEDGE_SUGGEST_CONTEXT, { bookId, opts })
+      ipcRenderer.invoke(IPC.KNOWLEDGE_SUGGEST_CONTEXT, { bookId, opts }),
+    extractChapter: (
+      bookId: string,
+      chapterId: string
+    ): Promise<IpcResult<KnowledgeExtractionResult>> =>
+      ipcRenderer.invoke(IPC.KNOWLEDGE_EXTRACT_CHAPTER, { bookId, chapterId }),
+    approveMerge: (bookId: string, pendingId: string): Promise<IpcResult<KnowledgeEntry>> =>
+      ipcRenderer.invoke(IPC.KNOWLEDGE_APPROVE_MERGE, { bookId, pendingId }),
+    saveMergeAsNew: (bookId: string, pendingId: string): Promise<IpcResult<KnowledgeEntry>> =>
+      ipcRenderer.invoke(IPC.KNOWLEDGE_SAVE_MERGE_AS_NEW, { bookId, pendingId }),
+    batchApproveHighConfidence: (
+      bookId: string,
+      threshold?: number
+    ): Promise<IpcResult<number>> =>
+      ipcRenderer.invoke(IPC.KNOWLEDGE_BATCH_APPROVE_HIGH_CONFIDENCE, { bookId, threshold })
+  },
+  writing: {
+    getStats: (bookId: string): Promise<IpcResult<WritingStats>> =>
+      ipcRenderer.invoke(IPC.WRITING_GET_STATS, { bookId })
  },
  cockpit: {
    getSummary: (bookId: string, volumeId?: string): Promise<IpcResult<CockpitSummary>> =>
@@ -3,6 +3,7 @@ import { useTranslation } from 'react-i18next'
 import { useBookStore } from '@renderer/stores/useBookStore'
 import { useEditStore } from '@renderer/stores/useEditStore'
 import { useCockpitStore } from '@renderer/stores/useCockpitStore'
+import { WritingHeatmap } from '@renderer/components/cockpit/WritingHeatmap'
 import { useKnowledgeStore } from '@renderer/stores/useKnowledgeStore'

 interface CockpitModalProps {
@@ -60,6 +61,7 @@ export function CockpitModal({ onOpenBridge }: CockpitModalProps): React.JSX.Ele
          {loading || !summary ? (
            <div className="sidebar-empty">{t('cockpit.loading')}</div>
          ) : (
+            <>
            <div className="cockpit-grid">
              <div className="cockpit-card" data-testid="cockpit-total-words">
                <div className="cockpit-card-label">{t('cockpit.totalWords')}</div>
@@ -86,6 +88,24 @@ export function CockpitModal({ onOpenBridge }: CockpitModalProps): React.JSX.Ele
                </div>
              </div>
            </div>
+            {summary.writingStats && summary.writingStats.dailyGoal > 0 && (
+              <div className="cockpit-writing-section">
+                <div className="cockpit-today-progress" data-testid="cockpit-today-progress">
+                  {t('cockpit.todayProgress', {
+                    current: summary.writingStats.todayWords,
+                    goal: summary.writingStats.dailyGoal
+                  })}
+                </div>
+                {summary.writingStats.streakDays > 0 && (
+                  <div className="cockpit-streak" data-testid="cockpit-streak">
+                    {t('cockpit.streak', { days: summary.writingStats.streakDays })}
+                  </div>
+                )}
+                <div className="cockpit-heatmap-label">{t('cockpit.heatmap')}</div>
+                <WritingHeatmap heatmap={summary.writingStats.heatmap} />
+              </div>
+            )}
+            </>
          )}
        </div>
        <div className="modal-footer cockpit-actions">
@@ -0,0 +1,50 @@
+import { useEffect, useRef } from 'react'
+import type { WritingDayLog } from '@shared/types'
+
+interface WritingHeatmapProps {
+  heatmap: WritingDayLog[]
+}
+
+function levelFor(count: number, max: number): number {
+  if (count <= 0) return 0
+  if (max <= 0) return 1
+  const ratio = count / max
+  if (ratio < 0.25) return 1
+  if (ratio < 0.5) return 2
+  if (ratio < 0.75) return 3
+  return 4
+}
+
+export function WritingHeatmap({ heatmap }: WritingHeatmapProps): React.JSX.Element {
+  const canvasRef = useRef<HTMLCanvasElement>(null)
+  const recent = heatmap.slice(-91)
+  const max = Math.max(...recent.map((d) => d.wordCount), 1)
+
+  useEffect(() => {
+    const canvas = canvasRef.current
+    if (!canvas) return
+    const ctx = canvas.getContext('2d')
+    if (!ctx) return
+    const cols = 13
+    const rows = 7
+    const cell = 12
+    const gap = 2
+    canvas.width = cols * (cell + gap)
+    canvas.height = rows * (cell + gap)
+    ctx.clearRect(0, 0, canvas.width, canvas.height)
+    const colors = ['#ebedf0', '#9be9a8', '#40c463', '#30a14e', '#216e39']
+    for (let i = 0; i < recent.length; i++) {
+      const col = Math.floor(i / rows)
+      const row = i % rows
+      const lvl = levelFor(recent[i].wordCount, max)
+      ctx.fillStyle = colors[lvl]
+      ctx.fillRect(col * (cell + gap), row * (cell + gap), cell, cell)
+    }
+  }, [recent, max])
+
+  return (
+    <div className="cockpit-heatmap-wrap" data-testid="cockpit-heatmap">
+      <canvas ref={canvasRef} className="cockpit-heatmap-canvas" />
+    </div>
+  )
+}
@@ -29,8 +29,14 @@ export function KnowledgeEditorDialog({
  const entries = useKnowledgeStore((s) => s.entries)
  const create = useKnowledgeStore((s) => s.create)
  const update = useKnowledgeStore((s) => s.update)
+  const approveMerge = useKnowledgeStore((s) => s.approveMerge)
+  const saveMergeAsNew = useKnowledgeStore((s) => s.saveMergeAsNew)

  const existing = entryId ? entries.find((e) => e.id === entryId) : null
+  const mergeTarget = existing?.mergeTargetId
+    ? entries.find((e) => e.id === existing.mergeTargetId)
+    : undefined
+  const isMergeMode = Boolean(existing?.mergeTargetId && mergeTarget)

  const [type, setType] = useState<KnowledgeType>('fact')
  const [title, setTitle] = useState('')
@@ -179,6 +185,30 @@ export function KnowledgeEditorDialog({
          )}
        </div>
        <div className="modal-footer">
+          {isMergeMode && bookId && existing && (
+            <>
+              <button
+                type="button"
+                className="btn btn-primary"
+                data-testid="knowledge-approve-merge"
+                onClick={() => {
+                  void approveMerge(bookId, existing.id).then(onClose)
+                }}
+              >
+                {t('knowledge.approveMerge')}
+              </button>
+              <button
+                type="button"
+                className="btn"
+                data-testid="knowledge-save-as-new"
+                onClick={() => {
+                  void saveMergeAsNew(bookId, existing.id).then(onClose)
+                }}
+              >
+                {t('knowledge.saveAsNew')}
+              </button>
+            </>
+          )}
          <button type="button" className="btn" onClick={onClose}>
            {t('dialog.cancel')}
          </button>
@@ -2,6 +2,7 @@ import { useEffect, useState } from 'react'
 import { useTranslation } from 'react-i18next'
 import { useBookStore } from '@renderer/stores/useBookStore'
 import { useKnowledgeStore } from '@renderer/stores/useKnowledgeStore'
+import { useSettingsStore } from '@renderer/stores/useSettingsStore'
 import { ipcCall } from '@renderer/lib/ipc-client'
 import { NamingCheckModal } from '@renderer/components/ai/NamingCheckModal'
 import {
@@ -12,6 +13,8 @@ import {
 export function KnowledgePanel(): React.JSX.Element {
  const { t } = useTranslation()
  const bookId = useBookStore((s) => s.currentBookId)
+  const selectedChapterId = useBookStore((s) => s.selectedChapterId)
+  const extractThreshold = useSettingsStore((s) => s.knowledgeExtractConfidenceThreshold)
  const {
    entries,
    stats,
@@ -25,8 +28,11 @@ export function KnowledgePanel(): React.JSX.Element {
    approve,
    reject,
    deleteEntry,
-    batchApprove
+    batchApprove,
+    extractChapter,
+    batchApproveHighConfidence
  } = useKnowledgeStore()
+  const [extracting, setExtracting] = useState(false)
  const [namingOpen, setNamingOpen] = useState(false)
  const [selected, setSelected] = useState<Set<string>>(new Set())
  const [pendingCount, setPendingCount] = useState(0)
@@ -71,6 +77,30 @@ export function KnowledgePanel(): React.JSX.Element {
          >
            {t('naming.open')}
          </button>
+          {tab === 'pending' && bookId && (
+            <button
+              type="button"
+              className="btn"
+              data-testid="knowledge-batch-high-confidence"
+              onClick={() => void batchApproveHighConfidence(bookId, extractThreshold)}
+            >
+              {t('knowledge.batchHighConfidence')}
+            </button>
+          )}
+          {bookId && selectedChapterId && (
+            <button
+              type="button"
+              className="btn"
+              data-testid="knowledge-extract-current"
+              disabled={extracting}
+              onClick={() => {
+                setExtracting(true)
+                void extractChapter(bookId, selectedChapterId).finally(() => setExtracting(false))
+              }}
+            >
+              {extracting ? t('knowledge.extracting') : t('knowledge.extractFromCurrent')}
+            </button>
+          )}
        </div>
        <div className="knowledge-tabs">
          <button
@@ -134,10 +164,29 @@ export function KnowledgePanel(): React.JSX.Element {
                />
              )}
              <div className="kb-item-main">
-                <div className="kb-item-title">{entry.title}</div>
+                <div className="kb-item-title">
+                  {entry.title}
+                  {entry.extractionConfidence != null && (
+                    <span className="kb-confidence-badge">
+                      {Math.round(entry.extractionConfidence * 100)}%
+                    </span>
+                  )}
+                </div>
                <div className="kb-item-meta">
                  {t(`knowledge.type.${entry.type}`)} · {t(`knowledge.status.${entry.status}`)}
                </div>
+                {entry.mergeTargetId && (
+                  <div
+                    className="kb-merge-hint"
+                    data-testid={`knowledge-merge-review-${entry.id}`}
+                  >
+                    {t('knowledge.mergeSuggest', {
+                      title:
+                        entries.find((e) => e.id === entry.mergeTargetId)?.title ??
+                        entry.mergeTargetId
+                    })}
+                  </div>
+                )}
                {entry.content && <div className="kb-item-content">{entry.content}</div>}
              </div>
              <div className="kb-item-actions">
@@ -9,6 +9,7 @@ import { useOutlineStore } from '@renderer/stores/useOutlineStore'
 import { useReferenceStore } from '@renderer/stores/useReferenceStore'
 import { useSettingsStore } from '@renderer/stores/useSettingsStore'
 import { useCockpitStore } from '@renderer/stores/useCockpitStore'
+import { useWritingStatsStore } from '@renderer/stores/useWritingStatsStore'
 import { ipcCall } from '@renderer/lib/ipc-client'
 import { TipTapEditor, flushEditorSave } from '@renderer/components/editor/TipTapEditor'
 import { insertLandmarkInEditor } from '@renderer/lib/editor-commands'
@@ -90,6 +91,9 @@ export function EditorLayout(): React.JSX.Element {
  const switchTarget = useEditStore((s) => s.switchTarget)
  const setTarget = useEditStore((s) => s.setTarget)
  const updateSchedule = useSettingsStore((s) => s.updateSchedule)
+  const dailyWordGoal = useSettingsStore((s) => s.dailyWordGoal)
+  const writingStats = useWritingStatsStore((s) => s.stats)
+  const refreshWritingStats = useWritingStatsStore((s) => s.refresh)
  const bridgeChapterId = useCockpitStore((s) => s.bridgeChapterId)
  const clearBridgeChapter = useCockpitStore((s) => s.clearBridgeChapter)
  const updateChapterLocal = useBookStore((s) => s.updateChapterLocal)
@@ -122,6 +126,11 @@ export function EditorLayout(): React.JSX.Element {
    }
  }, [currentBookId, target?.kind, target?.id])

+  useEffect(() => {
+    if (!currentBookId) return
+    void refreshWritingStats(currentBookId)
+  }, [currentBookId, lastSaved, refreshWritingStats])
+
  useEffect(() => {
    if (!currentBookId) return
    void ipcCall(() =>
@@ -344,6 +353,19 @@ export function EditorLayout(): React.JSX.Element {
          ))}
          {activePanel === 'chapters' && (
            <div className="sidebar-footer">
+              {selectedChapterId && currentBookId && (
+                <button
+                  type="button"
+                  data-testid="chapter-extract-knowledge"
+                  onClick={() =>
+                    void ipcCall(() =>
+                      window.electronAPI.knowledge.extractChapter(currentBookId, selectedChapterId)
+                    )
+                  }
+                >
+                  {t('knowledge.extractChapter')}
+                </button>
+              )}
              <button type="button" onClick={() => void handleNewChapter()}>
                + {t('editor.newChapter')}
              </button>
@@ -405,6 +427,23 @@ export function EditorLayout(): React.JSX.Element {
            />
            <div id="editor-statusbar">
              <span>{saveStatus}{lastSaved ? ` · ${lastSaved.toLocaleTimeString()}` : ''}</span>
+              {dailyWordGoal > 0 && writingStats && (
+                <span
+                  className={`status-daily-goal ${
+                    writingStats.goalProgress >= 1
+                      ? 'goal-met'
+                      : writingStats.goalProgress >= 0.8
+                        ? 'goal-near'
+                        : ''
+                  }`}
+                  data-testid="status-daily-goal"
+                >
+                  {t('status.dailyGoal', {
+                    current: writingStats.todayWords,
+                    goal: dailyWordGoal
+                  })}
+                </span>
+              )}
              {showStockWarning && (
                <span className="status-stock-warning" data-testid="status-stock-warning">
                  {t('stock.warning', {
@@ -131,13 +131,61 @@ export function SettingsPage(): React.JSX.Element {
                }
              />
            </div>
+            <div className="setting-item">
+              <span>{t('settings.dailyWordGoal')}</span>
+              <input
+                type="number"
+                min={0}
+                data-testid="settings-daily-word-goal"
+                className="form-control form-control--narrow"
+                value={settings.dailyWordGoal}
+                onChange={(e) =>
+                  void settings.update({
+                    dailyWordGoal: Math.max(0, Number(e.target.value) || 0)
+                  })
+                }
+              />
+            </div>
+            <div className="setting-item">
+              <label style={{ display: 'flex', alignItems: 'center', gap: 8 }}>
+                <input
+                  type="checkbox"
+                  data-testid="settings-knowledge-auto-extract"
+                  checked={settings.knowledgeAutoExtract !== false}
+                  onChange={(e) =>
+                    void settings.update({ knowledgeAutoExtract: e.target.checked })
+                  }
+                />
+                {t('settings.knowledgeAutoExtract')}
+              </label>
+            </div>
+            <div className="setting-item">
+              <span>{t('settings.extractThreshold')}</span>
+              <input
+                type="number"
+                min={0}
+                max={1}
+                step={0.05}
+                data-testid="settings-extract-threshold"
+                className="form-control form-control--narrow"
+                value={settings.knowledgeExtractConfidenceThreshold ?? 0.8}
+                onChange={(e) =>
+                  void settings.update({
+                    knowledgeExtractConfidenceThreshold: Math.min(
+                      1,
+                      Math.max(0, Number(e.target.value) || 0.8)
+                    )
+                  })
+                }
+              />
+            </div>
          </>
        )}
        {section === 'ai' && <AiSettingsPage />}
        {section === 'shortcuts' && <ShortcutEditor />}
        {section === 'about' && (
          <p style={{ color: 'var(--text-secondary)', lineHeight: 1.8 }}>
-            {t('app.name')} v0.7.0
+            {t('app.name')} v0.8.0
            <br />
            {t('app.tagline')}
          </p>
@@ -32,6 +32,10 @@ interface KnowledgeState {
  approve: (bookId: string, id: string) => Promise<void>
  reject: (bookId: string, id: string) => Promise<void>
  batchApprove: (bookId: string, ids: string[]) => Promise<void>
+  extractChapter: (bookId: string, chapterId: string) => Promise<void>
+  approveMerge: (bookId: string, pendingId: string) => Promise<void>
+  saveMergeAsNew: (bookId: string, pendingId: string) => Promise<void>
+  batchApproveHighConfidence: (bookId: string, threshold?: number) => Promise<void>
  filteredEntries: () => KnowledgeEntry[]
 }

@@ -82,6 +86,22 @@ export const useKnowledgeStore = create<KnowledgeState>((set, get) => ({
    await ipcCall(() => window.electronAPI.knowledge.batchApprove(bookId, ids))
    await get().load(bookId)
  },
+  extractChapter: async (bookId, chapterId) => {
+    await ipcCall(() => window.electronAPI.knowledge.extractChapter(bookId, chapterId))
+    await get().load(bookId)
+  },
+  approveMerge: async (bookId, pendingId) => {
+    await ipcCall(() => window.electronAPI.knowledge.approveMerge(bookId, pendingId))
+    await get().load(bookId)
+  },
+  saveMergeAsNew: async (bookId, pendingId) => {
+    await ipcCall(() => window.electronAPI.knowledge.saveMergeAsNew(bookId, pendingId))
+    await get().load(bookId)
+  },
+  batchApproveHighConfidence: async (bookId, threshold) => {
+    await ipcCall(() => window.electronAPI.knowledge.batchApproveHighConfidence(bookId, threshold))
+    await get().load(bookId)
+  },
  filteredEntries: () => {
    const { entries, tab, forgottenOnly } = get()
    let list = entries
@@ -24,6 +24,8 @@ export const useSettingsStore = create<SettingsState>((set, get) => ({
  namingIgnoreWords: [] as string[],
  knowledgeAutoSuggest: true,
  knowledgeSuggestTopN: 8,
+  knowledgeAutoExtract: true,
+  knowledgeExtractConfidenceThreshold: 0.8,
  loaded: false,
  load: async () => {
    const data = await ipcCall(() => window.electronAPI.settings.get())
@@ -0,0 +1,16 @@
+import { create } from 'zustand'
+import type { WritingStats } from '@shared/types'
+import { ipcCall } from '@renderer/lib/ipc-client'
+
+interface WritingStatsState {
+  stats: WritingStats | null
+  refresh: (bookId: string) => Promise<void>
+}
+
+export const useWritingStatsStore = create<WritingStatsState>((set) => ({
+  stats: null,
+  refresh: async (bookId) => {
+    const stats = await ipcCall(() => window.electronAPI.writing.getStats(bookId))
+    set({ stats })
+  }
+}))
@@ -868,6 +868,62 @@
  gap: 8px;
 }

+.cockpit-writing-section {
+  margin-top: 16px;
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+}
+
+.cockpit-today-progress {
+  font-size: 15px;
+  font-weight: 600;
+}
+
+.cockpit-streak {
+  color: var(--accent-light);
+  font-size: 13px;
+}
+
+.cockpit-heatmap-label {
+  font-size: 12px;
+  color: var(--text-secondary);
+}
+
+.cockpit-heatmap-wrap {
+  overflow-x: auto;
+}
+
+.status-daily-goal {
+  margin-left: 12px;
+  font-size: 12px;
+  color: var(--text-secondary);
+}
+
+.status-daily-goal.goal-near {
+  color: var(--accent-light);
+}
+
+.status-daily-goal.goal-met {
+  color: #3fb950;
+  font-weight: 600;
+}
+
+.kb-confidence-badge {
+  margin-left: 8px;
+  font-size: 11px;
+  padding: 1px 6px;
+  border-radius: 4px;
+  background: var(--bg-tertiary);
+  color: var(--text-secondary);
+}
+
+.kb-merge-hint {
+  margin-top: 4px;
+  font-size: 12px;
+  color: var(--accent-light);
+}
+
 .bridge-body {
  max-height: 420px;
  overflow-y: auto;
@@ -42,7 +42,9 @@ import type {
  KnowledgeType,
  CockpitSummary,
  ChapterBridgeResult,
-  PublishStatus
+  PublishStatus,
+  WritingStats,
+  KnowledgeExtractionResult
 } from './types'

 export interface ElectronAPI {
@@ -349,6 +351,16 @@ export interface ElectronAPI {
      bookId: string,
      opts?: KnowledgeSuggestOptions
    ) => Promise<IpcResult<ScoredKnowledge[]>>
+    extractChapter: (
+      bookId: string,
+      chapterId: string
+    ) => Promise<IpcResult<KnowledgeExtractionResult>>
+    approveMerge: (bookId: string, pendingId: string) => Promise<IpcResult<KnowledgeEntry>>
+    saveMergeAsNew: (bookId: string, pendingId: string) => Promise<IpcResult<KnowledgeEntry>>
+    batchApproveHighConfidence: (bookId: string, threshold?: number) => Promise<IpcResult<number>>
+  }
+  writing: {
+    getStats: (bookId: string) => Promise<IpcResult<WritingStats>>
  }
  cockpit: {
    getSummary: (bookId: string, volumeId?: string) => Promise<IpcResult<CockpitSummary>>
@@ -112,6 +112,11 @@ export const IPC = {
  KNOWLEDGE_CREATE_FROM_BOOKMARK: 'knowledge:createFromBookmark',
  KNOWLEDGE_STATS: 'knowledge:stats',
  KNOWLEDGE_SUGGEST_CONTEXT: 'knowledge:suggestContext',
+  KNOWLEDGE_EXTRACT_CHAPTER: 'knowledge:extractChapter',
+  KNOWLEDGE_APPROVE_MERGE: 'knowledge:approveMerge',
+  KNOWLEDGE_SAVE_MERGE_AS_NEW: 'knowledge:saveMergeAsNew',
+  KNOWLEDGE_BATCH_APPROVE_HIGH_CONFIDENCE: 'knowledge:batchApproveHighConfidence',
+  WRITING_GET_STATS: 'writing:getStats',
  COCKPIT_SUMMARY: 'cockpit:summary',
  COCKPIT_MARK_SEEN: 'cockpit:markSeen',
  COCKPIT_SHOULD_SHOW: 'cockpit:shouldShowOnOpen',
@@ -66,6 +66,9 @@ export interface KnowledgeEntry {
  sourceChapterId?: string
  lastMentionChapterId?: string
  linkedBookmarkId?: string
+  extractionConfidence?: number
+  mergeTargetId?: string
+  extractionBatchId?: string
  createdAt: string
  updatedAt: string
 }
@@ -90,6 +93,38 @@ export interface CockpitSummary {
  foreshadowBuried: number
  foreshadowResolved: number
  foreshadowForgotten: number
+  writingStats?: WritingStats
+}
+
+export interface WritingDayLog {
+  date: string
+  bookId: string
+  wordCount: number
+}
+
+export interface WritingStats {
+  todayWords: number
+  dailyGoal: number
+  goalProgress: number
+  streakDays: number
+  heatmap: WritingDayLog[]
+}
+
+export interface ExtractedKnowledgeItem {
+  type: KnowledgeType
+  title: string
+  content: string
+  importance?: number
+  confidence: number
+  foreshadowStatus?: ForeshadowStatus
+  suggestedMergeId?: string
+  proposedPatch?: Partial<CreateKnowledgeInput>
+}
+
+export interface KnowledgeExtractionResult {
+  batchId: string
+  chapterId: string
+  items: ExtractedKnowledgeItem[]
 }

 export interface ChapterBridgeResult {
@@ -134,6 +169,8 @@ export interface GlobalSettings {
  namingIgnoreWords: string[]
  knowledgeAutoSuggest?: boolean
  knowledgeSuggestTopN?: number
+  knowledgeAutoExtract?: boolean
+  knowledgeExtractConfidenceThreshold?: number
 }

 export interface BookMeta {
@@ -0,0 +1,18 @@
+import { describe, it, expect } from 'vitest'
+import { parseExtractionJson } from '../../src/main/services/knowledge-extraction-prompt'
+
+describe('knowledge extraction', () => {
+  it('UT-EXT-01: parseExtractionJson parses valid array', () => {
+    const raw = `[{"type":"fact","title":"测灵石","content":"石头发热","confidence":0.9}]`
+    const items = parseExtractionJson(raw)
+    expect(items).toHaveLength(1)
+    expect(items[0].title).toBe('测灵石')
+    expect(items[0].confidence).toBe(0.9)
+  })
+
+  it('UT-EXT-02: parseExtractionJson handles markdown fence and suggestedMergeId', () => {
+    const raw = '```json\n[{"type":"character","title":"林凡","content":"主角","confidence":0.85,"suggestedMergeId":"abc-123"}]\n```'
+    const items = parseExtractionJson(raw)
+    expect(items[0].suggestedMergeId).toBe('abc-123')
+  })
+})
@@ -58,4 +58,29 @@ describe('KnowledgeService', () => {
    expect(service.batchApprove(ids)).toBe(3)
    expect(service.countPending()).toBe(0)
  })
+
+  it('IT-EXT-03: approveMerge updates target and rejects pending', () => {
+    db = new DatabaseSync(':memory:')
+    migrate(db)
+    const service = new KnowledgeService(db)
+    const target = service.create({
+      type: 'character',
+      title: '林凡',
+      content: '少年',
+      status: 'approved'
+    })
+    const pending = service.create({
+      type: 'character',
+      title: '林凡（更新）',
+      content: '筑基期修士',
+      status: 'pending'
+    })
+    db.prepare('UPDATE knowledge_entries SET merge_target_id = ? WHERE id = ?').run(
+      target.id,
+      pending.id
+    )
+    const updated = service.approveMerge(pending.id)
+    expect(updated.content).toBe('筑基期修士')
+    expect(service.list({ status: 'pending' })).toHaveLength(0)
+  })
 })
@@ -30,7 +30,7 @@ describe('migrate v2', () => {
    expect(tableExists(db, 'search_fts')).toBe(true)

    const version = db.prepare('SELECT MAX(version) AS v FROM schema_version').get() as { v: number }
-    expect(version.v).toBe(6)
+    expect(version.v).toBe(7)
  })

  it('migrates existing v1 database to v2', () => {
@@ -47,7 +47,7 @@ describe('migrate v2', () => {

    expect(tableExists(db, 'outline_items')).toBe(true)
    const version = db.prepare('SELECT MAX(version) AS v FROM schema_version').get() as { v: number }
-    expect(version.v).toBe(6)
+    expect(version.v).toBe(7)

    const cols = db.prepare('PRAGMA table_info(chapters)').all() as { name: string }[]
    const colNames = cols.map((c) => c.name)
@@ -25,7 +25,7 @@ describe('migrate v3', () => {
    expect(tableExists(db, 'ai_messages')).toBe(true)

    const version = db.prepare('SELECT MAX(version) AS v FROM schema_version').get() as { v: number }
-    expect(version.v).toBe(6)
+    expect(version.v).toBe(7)
  })

  it('migrates existing v2 database to v3', () => {
@@ -49,6 +49,6 @@ describe('migrate v3', () => {
    expect(tables.map((t) => t.name)).toContain('ai_messages')

    const version = db.prepare('SELECT MAX(version) AS v FROM schema_version').get() as { v: number }
-    expect(version.v).toBe(6)
+    expect(version.v).toBe(7)
  })
 })
@@ -23,7 +23,7 @@ describe('migrate v4', () => {
    migrate(db)

    const version = db.prepare('SELECT MAX(version) AS v FROM schema_version').get() as { v: number }
-    expect(version.v).toBe(6)
+    expect(version.v).toBe(7)
    expect(tableExists(db, 'interactive_flows')).toBe(true)
    expect(tableExists(db, 'interactive_scenes')).toBe(true)

@@ -48,7 +48,7 @@ describe('migrate v4', () => {
    migrate(db)

    const version = db.prepare('SELECT MAX(version) AS v FROM schema_version').get() as { v: number }
-    expect(version.v).toBe(6)
+    expect(version.v).toBe(7)
    expect(tableExists(db, 'interactive_flows')).toBe(true)
  })
 })
@@ -15,7 +15,7 @@ describe('migrate v5', () => {
    db = new DatabaseSync(':memory:')
    migrate(db)
    const version = db.prepare('SELECT MAX(version) AS v FROM schema_version').get() as { v: number }
-    expect(version.v).toBe(6)
+    expect(version.v).toBe(7)
    const cols = db.prepare('PRAGMA table_info(interactive_flows)').all() as { name: string }[]
    expect(cols.some((c) => c.name === 'flow_mode')).toBe(true)
    expect(cols.some((c) => c.name === 'mode_config_json')).toBe(true)
@@ -39,6 +39,6 @@ describe('migrate v5', () => {
    db.prepare('INSERT INTO schema_version (version) VALUES (4)').run()
    migrate(db)
    const version = db.prepare('SELECT MAX(version) AS v FROM schema_version').get() as { v: number }
-    expect(version.v).toBe(6)
+    expect(version.v).toBe(7)
  })
 })
@@ -11,7 +11,7 @@ describe('migrate v6', () => {
    db = new DatabaseSync(':memory:')
    migrate(db)
    const version = db.prepare('SELECT MAX(version) AS v FROM schema_version').get() as { v: number }
-    expect(version.v).toBe(6)
+    expect(version.v).toBe(7)
    const tables = db
      .prepare("SELECT name FROM sqlite_master WHERE type='table'")
      .all() as { name: string }[]
@@ -0,0 +1,24 @@
+import { describe, it, expect, afterEach } from 'vitest'
+import { DatabaseSync } from 'node:sqlite'
+import { migrate } from '../../src/main/db/migrate'
+import type { SqliteDb } from '../../src/main/db/types'
+
+describe('migrate v7', () => {
+  let db: SqliteDb
+  afterEach(() => db?.close())
+
+  it('UT-MIG-07: v6 database migrates to v7 with snapshot table and knowledge columns', () => {
+    db = new DatabaseSync(':memory:')
+    migrate(db)
+    const version = db.prepare('SELECT MAX(version) AS v FROM schema_version').get() as { v: number }
+    expect(version.v).toBe(7)
+    const tables = db
+      .prepare("SELECT name FROM sqlite_master WHERE type='table' AND name='chapter_writing_snapshots'")
+      .get()
+    expect(tables).toBeTruthy()
+    const cols = db.prepare('PRAGMA table_info(knowledge_entries)').all() as Array<{ name: string }>
+    expect(cols.some((c) => c.name === 'extraction_confidence')).toBe(true)
+    expect(cols.some((c) => c.name === 'merge_target_id')).toBe(true)
+    expect(cols.some((c) => c.name === 'extraction_batch_id')).toBe(true)
+  })
+})
@@ -0,0 +1,115 @@
+import { describe, it, expect, afterEach } from 'vitest'
+import { DatabaseSync } from 'node:sqlite'
+import { mkdtempSync, rmSync } from 'fs'
+import { join } from 'path'
+import { tmpdir } from 'os'
+import { migrate } from '../../src/main/db/migrate'
+import { ChapterRepository } from '../../src/main/db/repositories/chapter.repo'
+import { VolumeRepository } from '../../src/main/db/repositories/volume.repo'
+import { WritingLogRepository } from '../../src/main/db/repositories/writing-log.repo'
+import { GlobalSettingsService } from '../../src/main/services/global-settings'
+import { WritingLogService } from '../../src/main/services/writing-log.service'
+import { ChapterWritingTracker } from '../../src/main/services/chapter-writing-tracker.service'
+import { addDays, localDateString } from '../../src/main/services/writing-date.util'
+import type { SqliteDb } from '../../src/main/db/types'
+
+describe('WritingLogService', () => {
+  let userDir: string
+  let settingsDir: string
+  let settings: GlobalSettingsService
+  let repo: WritingLogRepository
+  let service: WritingLogService
+
+  afterEach(() => {
+    repo?.close()
+    if (userDir) rmSync(userDir, { recursive: true, force: true })
+    if (settingsDir) rmSync(settingsDir, { recursive: true, force: true })
+  })
+
+  function setup(goal = 1000): void {
+    userDir = mkdtempSync(join(tmpdir(), 'bilin-wlog-'))
+    settingsDir = mkdtempSync(join(tmpdir(), 'bilin-wlog-settings-'))
+    settings = new GlobalSettingsService(settingsDir)
+    settings.update({ ...settings.get(), dailyWordGoal: goal })
+    repo = new WritingLogRepository(userDir)
+    service = new WritingLogService(repo, settings)
+  }
+
+  it('UT-LOG-01: addToday accumulates +200', () => {
+    setup()
+    const bookId = 'book-1'
+    expect(service.addToday(bookId, 200)).toBe(200)
+    expect(service.addToday(bookId, 200)).toBe(400)
+    expect(service.getStats(bookId).todayWords).toBe(400)
+  })
+
+  it('UT-LOG-02: negative delta clamps at 0', () => {
+    setup()
+    const bookId = 'book-1'
+    service.addToday(bookId, 100)
+    expect(service.addToday(bookId, -200)).toBe(0)
+  })
+
+  it('UT-LOG-04: streak counts consecutive goal-met days', () => {
+    setup(100)
+    const bookId = 'book-1'
+    const today = localDateString()
+    repo.addToday(bookId, 150, addDays(today, -2))
+    repo.addToday(bookId, 120, addDays(today, -1))
+    repo.addToday(bookId, 80, today)
+    expect(service.getStats(bookId).streakDays).toBe(2)
+  })
+})
+
+describe('ChapterWritingTracker', () => {
+  let db: SqliteDb
+  let userDir: string
+  let settingsDir: string
+  let settings: GlobalSettingsService
+  let writingLogs: WritingLogService
+  let repo: WritingLogRepository
+
+  afterEach(() => {
+    db?.close()
+    repo?.close()
+    if (userDir) rmSync(userDir, { recursive: true, force: true })
+    if (settingsDir) rmSync(settingsDir, { recursive: true, force: true })
+  })
+
+  it('UT-LOG-03: supplementOnFinish fills gap', () => {
+    db = new DatabaseSync(':memory:')
+    migrate(db)
+    userDir = mkdtempSync(join(tmpdir(), 'bilin-tracker-'))
+    settingsDir = mkdtempSync(join(tmpdir(), 'bilin-tracker-settings-'))
+    settings = new GlobalSettingsService(settingsDir)
+    repo = new WritingLogRepository(userDir)
+    writingLogs = new WritingLogService(repo, settings)
+    const bookId = 'book-1'
+    const volId = new VolumeRepository(db).create('卷一', 0).id
+    const chapter = new ChapterRepository(db).create(volId, '第一章', 0, '<p>一二三四五六七八九十</p>')
+    const tracker = new ChapterWritingTracker(db, bookId, writingLogs)
+    tracker.recordDelta(chapter.id, 5)
+    tracker.supplementOnFinish(chapter.id, chapter.wordCount)
+    expect(writingLogs.getStats(bookId).todayWords).toBe(chapter.wordCount)
+  })
+
+  it('IT-LOG-01: recordDelta tracks chapter updates', () => {
+    db = new DatabaseSync(':memory:')
+    migrate(db)
+    userDir = mkdtempSync(join(tmpdir(), 'bilin-itlog-'))
+    settingsDir = mkdtempSync(join(tmpdir(), 'bilin-itlog-settings-'))
+    settings = new GlobalSettingsService(settingsDir)
+    repo = new WritingLogRepository(userDir)
+    writingLogs = new WritingLogService(repo, settings)
+    const bookId = 'book-1'
+    const volId = new VolumeRepository(db).create('卷一', 0).id
+    const chapterRepo = new ChapterRepository(db)
+    const ch = chapterRepo.create(volId, 'A', 0, '<p>ab</p>')
+    const tracker = new ChapterWritingTracker(db, bookId, writingLogs)
+    const updated = chapterRepo.update(ch.id, { content: '<p>abcd</p>' })
+    tracker.recordDelta(ch.id, updated.wordCount)
+    const updated2 = chapterRepo.update(ch.id, { content: '<p>abcdef</p>' })
+    tracker.recordDelta(ch.id, updated2.wordCount)
+    expect(writingLogs.getStats(bookId).todayWords).toBe(updated2.wordCount)
+  })
+})