update

2026-01-10 16:58:15 +08:00
commit 48e3033639
53 changed files with 41267 additions and 0 deletions
--- a/prompts/src/app.ts
+++ b/prompts/src/app.ts
@@ -0,0 +1,40 @@
+import { JimengService } from './services/jimeng.service.ts';
+import { OSSService } from './services/oss.service.ts';
+import { PBService } from './services/pb.service.ts';
+import { useConfig } from '@kevisual/use-config';
+
+import { App } from '@kevisual/router'
+import { useContextKey } from '@kevisual/context';
+import { getRedisConnection } from './module/redis.ts';
+import { Kevisual } from '@kevisual/ai';
+export const config = useConfig();
+export const redis = useContextKey('redis', () => getRedisConnection());
+export const jimengService = useContextKey('jimeng', new JimengService({
+  apiKey: config.JIMENG_API_KEY,
+  baseUrl: config.JIMENG_API_URL,
+  timeout: parseInt(config.JIMENG_TIMEOUT || '300000'),
+}));
+export {
+  getRedisConnection
+}
+export const ossService = useContextKey('oss', new OSSService({
+  accessKeyId: config.S3_ACCESS_KEY_ID,
+  accessKeySecret: config.S3_ACCESS_KEY_SECRET,
+  bucketName: config.S3_BUCKET_NAME,
+  region: config.S3_REGION,
+  endpoint: config.S3_ENDPOINT,
+  prefix: 'projects/horse/',
+}));
+export const pbService = useContextKey('pb', new PBService({
+  url: config.POCKETBASE_URL,
+  token: config.POCKETBASE_TOKEN,
+}));
+
+export const app = useContextKey('app', new App());
+
+export const ai = useContextKey('ai', new Kevisual({
+  apiKey: config.KEVISUAL_NEW_API_KEY,
+  model: 'qwen-plus',
+}));
+
+export const sleep = (ms: number) => new Promise(resolve => setTimeout(resolve, ms));
--- a/prompts/src/index.ts
+++ b/prompts/src/index.ts
@@ -0,0 +1,20 @@
+import { PromptGenerator, type PromptGeneratorOptions } from "./module/prompt-geneator.ts";
+import { writeFile } from "node:fs/promises";
+import { Prompt } from "./module/prompt-perfect.ts";
+import { customAlphabet } from "nanoid";
+
+const letter = 'abcdefghijklmnopqrstuvwxyz'
+const randomString = customAlphabet(letter, 16);
+async function saveToFile(data: Map<string, string>, outputPath: string): Promise<void> {
+  const arrayData = Array.from(data.entries()).map(([key, value]) => ({ key, value, id: randomString() }));
+  await writeFile(outputPath, JSON.stringify(arrayData, null, 2), "utf-8");
+  console.log(`Generated ${arrayData.length} prompts and saved to ${outputPath}`);
+}
+
+import './routes/index.ts';
+
+export * from './app.ts';
+// list all routes and import
+
+
+export { PromptGenerator, PromptGeneratorOptions, saveToFile, Prompt };
--- a/prompts/src/module/config.ts
+++ b/prompts/src/module/config.ts
@@ -0,0 +1,9 @@
+import { useConfig } from '@kevisual/use-config';
+export const config = useConfig();
+
+export const redisConfig = {
+  host: config.REDIS_HOST || 'localhost',
+  port: parseInt(config.REDIS_PORT || '6379'),
+  password: config.REDIS_PASSWORD || undefined,
+  db: parseInt(config.REDIS_DB || '0'),
+};
--- a/prompts/src/module/logger.ts
+++ b/prompts/src/module/logger.ts
@@ -0,0 +1,12 @@
+import { Logger } from "@kevisual/logger";
+import { config } from '@/app.ts'
+import { FeishuNotifier } from "@kevisual/notifier";
+export const logger = new Logger({
+  level: config.LOG_LEVEL || 'info',
+});
+
+export const feishuNotifier = new FeishuNotifier({
+  webhook: config.FEISHU_NOTIFY_WEBHOOK_URL || '',
+});
+
+export const notify = feishuNotifier;
--- a/prompts/src/module/prompt-geneator.ts
+++ b/prompts/src/module/prompt-geneator.ts
@@ -0,0 +1,91 @@
+import { randomInt as random } from "es-toolkit";
+import { max } from "es-toolkit/compat";
+
+export interface PromptGeneratorOptions {
+  count?: number;
+  outputPath?: string;
+  sourceKeys?: string[];
+  additionalValues?: string[];
+  source?: { [key: string]: string[] };
+  endString?: string;
+}
+
+export class PromptGenerator {
+  sourceKeys: string[];
+  additionalValues: string[];
+  count: number;
+  source: { [key: string]: string[] } = {};
+  endString: string = "";
+  map: Map<string, string> = new Map();
+  constructor(options: PromptGeneratorOptions = {}) {
+    this.additionalValues = options.additionalValues || [];
+    this.count = options.count ?? 1000;
+    this.source = options.source || {};
+    if (options?.sourceKeys) {
+      this.sourceKeys = options.sourceKeys || [];
+    } else {
+      this.sourceKeys = Object.keys(this.source);
+    }
+    this.endString = options.endString || "";
+  }
+
+  generateMap(opts?: { max?: number }): Map<string, string> {
+    const map = new Map<string, string>();
+    const source = this.source
+    let _max = max([opts?.max || 1200, this.count + 1000])!;
+
+    let k = 0;
+    while (map.size < this.count) {
+      const selectedValues: string[] = [];
+      this.sourceKeys.forEach((key: string) => {
+        const values = source[key];
+        if (!values) {
+          return;
+        }
+        const randomIndex = random(0, values.length - 1);
+        const randomValue = values[randomIndex];
+        selectedValues.push(randomValue);
+      });
+
+      const randomSlect = random(1, 3);
+      const additionalRandomValue = this.pickRandomValue(randomSlect, this.additionalValues);
+      selectedValues.push(...additionalRandomValue);
+      if (this.endString) {
+        selectedValues.push(this.endString);
+      }
+      const key = selectedValues.join(",");
+
+      k++;
+      if (k > _max) {
+        console.warn(`Reached maximum attempts (${_max}) to generate unique prompts. Generated ${map.size} unique prompts.`);
+        break;
+      }
+      if (!map.has(key)) {
+        map.set(key, selectedValues.join(" "));
+      }
+    }
+    this.map = map;
+    return map;
+  }
+  /**
+   * 获取随机附加值
+   * @param num 
+   * @param arr 
+   * @returns 
+   */
+  pickRandomValue(num: number, arr: string[]): string[] {
+    const randomAdditionalValues: string[] = [];
+    const usedIndices: Set<number> = new Set();
+    if (num > arr.length) {
+      num = Math.min(num, arr.length - 1);
+    }
+    while (randomAdditionalValues.length < num && usedIndices.size < arr.length) {
+      const randomIndex = random(0, arr.length - 1);
+      if (!usedIndices.has(randomIndex)) {
+        usedIndices.add(randomIndex);
+        randomAdditionalValues.push(arr[randomIndex]);
+      }
+    }
+    return randomAdditionalValues;
+  }
+}
--- a/prompts/src/module/prompt-perfect.ts
+++ b/prompts/src/module/prompt-perfect.ts
@@ -0,0 +1,18 @@
+export interface PromptOptions {
+  perfectPrompt?: string;
+}
+
+const DefaultPerfectPrompt = "我需要你帮我完善提示词，使其更加详细和具体。\n";
+
+export class Prompt {
+  perfectPrompt: string = "";
+  constructor(options: PromptOptions = {}) {
+    this.perfectPrompt = options.perfectPrompt || DefaultPerfectPrompt;
+  }
+  perfect(info: string): string {
+    return `${info}\n当前的提示词是，在<perfect/>标签中：\n<perfect>${this.perfectPrompt}</perfect>`;
+  }
+  clearPerfectTags(text: string): string {
+    return text.replace('<perfect>', '').replace('</perfect>', '').trim();
+  }
+}
--- a/prompts/src/module/redis.ts
+++ b/prompts/src/module/redis.ts
@@ -0,0 +1,29 @@
+import { Redis } from 'ioredis';
+import { redisConfig } from './config.ts'
+export interface RedisConfig {
+  host: string;
+  port: number;
+  password?: string;
+  db: number;
+}
+
+let redisConnection: Redis | null = null;
+
+export const getRedisConnection = () => {
+  if (!redisConnection) {
+    redisConnection = new Redis({
+      ...redisConfig,
+      maxRetriesPerRequest: null
+    });
+
+    redisConnection.on('connect', () => {
+      console.log('Redis connected');
+    });
+
+    redisConnection.on('error', (err) => {
+      console.error('Redis connection error:', err);
+    });
+  }
+
+  return redisConnection as any;
+};
--- a/prompts/src/module/sentence-generator.ts
+++ b/prompts/src/module/sentence-generator.ts
@@ -0,0 +1,343 @@
+import { randomInt as random } from 'es-toolkit';
+
+// ============================================
+// 关键词库定义
+// ============================================
+
+// 主主题关键词（带子主题）
+export const MAIN_THEMES: Record<string, string[]> = {
+  人生: ['旅程', '剧本', '角色', '舞台', '起点', '终点', '过程', '意义', '价值', '方向'],
+  时间: ['过去', '现在', '未来', '瞬间', '永恒', '季节', '昼夜', '钟表', '沙漏', '流水'],
+  成长: ['伤痕', '蜕变', '破茧', '跌倒', '镜子', '旧我', '觉醒', '代价', '忍耐', '成熟'],
+  孤独: ['独处', '夜晚', '人群疏离', '无人理解', '自我对话', '清醒者', '边缘人', '静默', '影子'],
+  选择: ['路口', '岔路', '方向', '代价', '后悔', '坚定', '承担', '割舍', '决定', '权衡'],
+  自由: ['翅膀', '天空', '边界', '束缚', '解脱', '随心所欲', '主宰', '释放', '翱翔', '远方'],
+  痛苦: ['伤疤', '火焰', '锤炼', '熔炉', '泪水', '黑夜', '黎明', '破碎', '重建', '结晶'],
+  爱: ['温暖', '刺痛', '放手', '成全', '燃烧', '熄灭', '靠近', '远离', '心跳', '温柔'],
+  死亡: ['终结', '新生', '虚无', '告别', '离开', '遗忘', '铭记', '永恒', '轮回', '起点'],
+  真相: ['本质', '表象', '谎言', '虚假', '真实', '假象', '核心', '事实', '表面', '深层'],
+  欲望: ['克制', '追求', '放下', '贪念', '满足', '渴望', '执念', '放手', '贪婪', '节制'],
+  坚持: ['执着', '韧劲', '突破', '恒心', '毅力', '不放弃', '继续', '前行', '攀登', '坚守'],
+  放下: ['释然', '接纳', '告别', '轻松', '释怀', '松手', '转身', '遗忘', '宽恕', '和解'],
+  觉醒: ['开悟', '看见', '醒来', '明白', '领悟', '理解', '懂得', '发现', '觉悟', '洞悉'],
+  平凡: ['普通', '真实', '踏实', '日常', '简单', '朴素', '寻常', '平淡', '自然', '安宁'],
+  意义: ['价值', '方向', '目的', '追求', '使命', '理由', '答案', '方向感', '存在感', '理由'],
+  沉默: ['安静', '力量', '倾听', '静默', '无言', '无声', '寂静', '宁静', '平和', '镇定'],
+  命运: ['注定', '改变', '巧合', '安排', '转折', '际遇', '天意', '偶然', '必然', '定数'],
+  人性: ['善恶', '复杂', '真实', '面具', '伪装', '本质', '脆弱', '坚强', '自私', '无私'],
+  世界: ['规则', '真相', '边界', '运转', '秩序', '法则', '规律', '现实', '规则', '边界']
+};
+
+// 通用意象关键词
+export const IMAGES = [
+  '光', '暗', '路', '门', '风', '火', '水', '树', '种子', '根', '山', '海', '雾', '雨',
+  '雪', '霜', '雷', '电', '云', '星', '月', '日', '花', '草', '叶', '果实', '飞鸟',
+  '游鱼', '蝴蝶', '灯塔', '镜子', '书本', '信', '钟', '钥匙', '锁', '刀', '剑', '帆',
+  '船', '桥', '窗', '塔', '影', '回声', '脚步', '呼吸', '尘埃', '烟雾', '碎片'
+];
+
+// 动词关键词
+export const VERBS = [
+  '燃烧', '沉淀', '穿越', '凝视', '听见', '醒来', '破碎', '重建', '等待', '放手',
+  '坠落', '升起', '沉默', '挣扎', '回归', '追随', '停留', '遗忘', '铭记', '看清',
+  '承认', '接受', '抵抗', '屈服', '生长', '凋零', '绽放', '枯萎', '流动', '凝固',
+  '感受', '体会', '领悟', '明白', '理解', '懂得', '发现', '寻找', '追求', '失去',
+  '获得', '前行', '停留', '奔跑', '行走', '停留', '守望', '等待', '出发', '到达'
+];
+
+// 句式模板（带占位符）
+export const TEMPLATES = [
+  // 对比型
+  { type: '对比', text: '真正的{主},不是{子},而是{子}。' },
+  { type: '对比', text: '越{子},越{子}。' },
+  { type: '对比', text: '{主}与{子},从来不是对立的。' },
+  { type: '对比', text: '不是{主}太远,而是{子}太近。' },
+  { type: '对比', text: '{主}从不说谎,{子}却常常欺骗。' },
+  { type: '对比', text: '不怕{主},只怕{动}。' },
+  { type: '对比', text: '{主}从不是{子},而是{意义}。' },
+  { type: '对比', text: '最高级的{主},是{动}{意义}。' },
+  { type: '对比', text: '最深的{主},往往{动}。' },
+  { type: '对比', text: '{主}的尽头,是{动}{意义}。' },
+
+  // 因果型
+  { type: '因果', text: '当你{动}{主},你才懂得{意义}。' },
+  { type: '因果', text: '只有{动}过{主}的人,才明白{意义}。' },
+  { type: '因果', text: '{主}教会我,{动}才是{意义}。' },
+  { type: '因果', text: '经历过{主},才知道{意义}的可贵。' },
+  { type: '因果', text: '{主}的代价,是{动}{意义}。' },
+  { type: '因果', text: '因为{动}{主},所以{动}{意义}。' },
+  { type: '因果', text: '{主}让我明白,{动}才是真正的{意义}。' },
+
+  // 隐喻型
+  { type: '隐喻', text: '{主}像{意象},终将{动}。' },
+  { type: '隐喻', text: '{意象}不会说话,却教会了我{动}{意义}。' },
+  { type: '隐喻', text: '{主}是{意象}的镜子,照见{意义}。' },
+  { type: '隐喻', text: '在{主}中,我看见了{意义}。' },
+  { type: '隐喻', text: '{主}如同{意象},{动}才是{意义}。' },
+  { type: '隐喻', text: '{意象}见证了{主}的{子}。' },
+  { type: '隐喻', text: '{主}是{意象},需要{动}才能明白{意义}。' },
+  { type: '隐喻', text: '当{意象}遇见{主},{动}才是唯一的{意义}。' },
+];
+
+// ============================================
+// 生成器类
+// ============================================
+
+export interface SentenceGeneratorOptions {
+  /** 生成数量 */
+  count?: number;
+  /** 使用的模板类型 */
+  templateTypes?: ('对比' | '因果' | '隐喻' | '判断')[];
+  /** 使用的主主题 */
+  mainThemes?: string[];
+  /** 输出格式 */
+  outputFormat?: 'array' | 'text' | 'json';
+  /** 是否包含标签 */
+  withTags?: boolean;
+}
+
+export interface GeneratedSentence {
+  text: string;
+  theme: string;
+  template: string;
+  templateType: string;
+  tags: string[];
+  index: number;
+}
+
+export class SentenceGenerator {
+  private options: Required<SentenceGeneratorOptions>;
+  private themeUsage: Map<string, number> = new Map();
+  private generatedCount: number = 0;
+
+  constructor(options: SentenceGeneratorOptions = {}) {
+    this.options = {
+      count: options.count ?? 100,
+      templateTypes: options.templateTypes ?? ['对比', '因果', '隐喻'],
+      mainThemes: options.mainThemes ?? Object.keys(MAIN_THEMES),
+      outputFormat: options.outputFormat ?? 'array',
+      withTags: options.withTags ?? true
+    };
+  }
+
+  /**
+   * 安全获取随机数组元素
+   */
+  private pickRandom<T>(arr: T[]): T | undefined {
+    if (arr.length === 0) return undefined;
+    return arr[random(0, arr.length - 1)];
+  }
+
+  /**
+   * 获取可用主题（考虑均衡使用）
+   */
+  private pickTheme(): string {
+    const { mainThemes, count } = this.options;
+    const threshold = count / mainThemes.length * 1.5;
+
+    const availableThemes = mainThemes.filter(theme => {
+      const usage = this.themeUsage.get(theme) || 0;
+      return usage < threshold;
+    });
+
+    const themes = availableThemes.length > 0 ? availableThemes : mainThemes;
+    const theme = this.pickRandom(themes) || mainThemes[0];
+
+    this.themeUsage.set(theme, (this.themeUsage.get(theme) || 0) + 1);
+    return theme;
+  }
+
+  /**
+   * 填充模板
+   */
+  private fillTemplate(template: string, theme: string, subTheme: string, image: string, verb: string, meaning: string): string {
+    return template
+      .replace(/\{主\}/g, theme)
+      .replace(/\{子\}/g, subTheme)
+      .replace(/\{意象\}/g, image)
+      .replace(/\{动\}/g, verb)
+      .replace(/\{意义\}/g, meaning);
+  }
+
+  /**
+   * 生成单条句子
+   */
+  private generateOne(): GeneratedSentence {
+    // 选择主主题
+    const theme = this.pickTheme();
+
+    // 选择子主题
+    const subTheme = this.pickRandom(MAIN_THEMES[theme]) || theme;
+
+    // 选择其他关键词
+    const image = this.pickRandom(IMAGES) || '';
+    const verb = this.pickRandom(VERBS) || '';
+    const meaning = this.pickRandom(MAIN_THEMES['意义']) || '意义';
+
+    // 选择模板
+    const availableTemplates = TEMPLATES.filter(t =>
+      this.options.templateTypes.includes(t.type as any)
+    );
+    const templateObj = this.pickRandom(availableTemplates);
+    if (!templateObj) {
+      throw new Error('没有可用的模板');
+    }
+
+    // 填充模板
+    let text = this.fillTemplate(templateObj.text, theme, subTheme, image, verb, meaning);
+
+    // 清理多余空格
+    text = text.replace(/\s+/g, ' ').trim();
+
+    this.generatedCount++;
+
+    return {
+      text,
+      theme,
+      template: templateObj.text,
+      templateType: templateObj.type,
+      tags: [theme, templateObj.type, subTheme, image, verb],
+      index: this.generatedCount
+    };
+  }
+
+  /**
+   * 生成句子
+   */
+  generate(): GeneratedSentence[] {
+    const results: GeneratedSentence[] = [];
+    const maxAttempts = this.options.count * 10;
+    let attempts = 0;
+
+    while (results.length < this.options.count && attempts < maxAttempts) {
+      attempts++;
+      const sentence = this.generateOne();
+
+      // 去重
+      const isDuplicate = results.some(s => s.text === sentence.text);
+      if (!isDuplicate) {
+        results.push(sentence);
+      }
+    }
+
+    if (results.length < this.options.count) {
+      console.warn(`只生成了 ${results.length} 条句子，达到最大尝试次数`);
+    }
+
+    return results;
+  }
+
+  /**
+   * 生成并输出
+   */
+  generateAndOutput(): string | GeneratedSentence[] {
+    return this.generate();
+  }
+
+  /**
+   * 导出为CSV
+   */
+  exportToCSV(): string {
+    const results = this.generate();
+    const headers = ['序号', '句子', '主题', '模板类型', '标签'];
+    const rows = results.map(s => [
+      s.index.toString(),
+      `"${s.text}"`,
+      s.theme,
+      s.templateType,
+      s.tags.join(';')
+    ]);
+    return [headers.join(','), ...rows.map(r => r.join(','))].join('\n');
+  }
+
+  /**
+   * 导出为JSON
+   */
+  exportToJSON(): string {
+    const results = this.generate();
+    return JSON.stringify({
+      meta: {
+        total: results.length,
+        generatedAt: new Date().toISOString(),
+        generator: 'sentence-generator.ts',
+        version: '1.0'
+      },
+      sentences: results
+    }, null, 2);
+  }
+
+  /**
+   * 获取统计信息
+   */
+  getStats(): Record<string, number> {
+    return Object.fromEntries(this.themeUsage);
+  }
+
+  /**
+   * 重置
+   */
+  reset(): void {
+    this.generatedCount = 0;
+    this.themeUsage.clear();
+  }
+}
+
+// ============================================
+// 便捷函数
+// ============================================
+
+export function generatePhilosophicalSentences(
+  count: number = 100,
+  options: Partial<SentenceGeneratorOptions> = {}
+): GeneratedSentence[] {
+  const generator = new SentenceGenerator({ count, ...options });
+  return generator.generate();
+}
+
+export function generateByTheme(theme: string, count: number = 20): GeneratedSentence[] {
+  const generator = new SentenceGenerator({ count, mainThemes: [theme] });
+  return generator.generate();
+}
+
+export function generateByTemplate(
+  templateType: '对比' | '因果' | '隐喻' | '判断',
+  count: number = 50
+): GeneratedSentence[] {
+  const generator = new SentenceGenerator({ count, templateTypes: [templateType] });
+  return generator.generate();
+}
+
+// ============================================
+// CLI入口
+// ============================================
+
+const isMainModule = process.argv[1]?.includes('sentence-generator');
+
+if (isMainModule) {
+  const args = process.argv.slice(2);
+  const count = parseInt(args[0]) || 100;
+  const format = (args[1] as 'text' | 'json' | 'csv') || 'text';
+
+  console.log(`生成 ${count} 条哲理句...\n`);
+
+  const generator = new SentenceGenerator({
+    count,
+    templateTypes: ['对比', '因果', '隐喻']
+  });
+
+  if (format === 'csv') {
+    console.log(generator.exportToCSV());
+  } else if (format === 'json') {
+    console.log(generator.exportToJSON());
+  } else {
+    const sentences = generator.generate();
+    sentences.forEach(s => {
+      console.log(`${s.index}. ${s.text} [${s.theme}]`);
+    });
+  }
+
+  console.log('\n统计信息：');
+  console.log(generator.getStats());
+}
+
+export default SentenceGenerator;
--- a/prompts/src/module/sentence-image.ts
+++ b/prompts/src/module/sentence-image.ts
@@ -0,0 +1,56 @@
+
+import { Prompt } from "./prompt-perfect.ts"
+const exampleData = {
+  "text": "选择像锁,终将奔跑。",
+  "theme": "选择",
+  "template": "{主}像{意象},终将{动}。",
+  "templateType": "隐喻",
+  "tags": [
+    "选择",
+    "隐喻",
+    "后悔",
+    "锁",
+    "奔跑"
+  ],
+  "index": 7,
+  "optimized": "选择如秤，终需掂量。", // 要展示的句子
+}
+const perfect2 = `你是一个专业的海报设计师和文案策划。请根据以下句子数据，设计一张富有启发性的海报：
+
+**句子信息**：
+- 主题：{theme}
+- 模板：{template}
+- 模板类型：{templateType}
+- 标签：{tags}
+- 待优化句子：{text}
+- 推荐展示文案：{optimized}
+
+**设计要求**：
+
+1. **文案优化**
+   - 以 {optimized} 为基础，进一步精炼成适合海报展示的短句（8-15字）
+   - 语言要有力量感，能引起共鸣
+   - 可运用比喻、排比等修辞手法增强表现力
+
+2. **意象选择**
+   - 根据 {tags} 和主题，选择1-2个视觉意象
+   - 意象要能准确传达句子的情感和哲理
+   - 推荐风格：温暖励志/清新自然/深沉思考/极简有力
+
+3. **视觉风格**
+   - 现代简约，有质感
+   - 文字与画面和谐统一
+   - 适合社交媒体传播
+
+**输出格式**：
+海报短句：[精炼后的短句]
+视觉意象：[1-2个核心意象]
+设计风格：[推荐风格]
+设计说明：[50字以内的设计思路]
+
+请直接输出以上内容，不要有其他解释。`
+export class SentenceImage extends Prompt {
+  constructor() {
+    super({ perfectPrompt: perfect2 });
+  }
+}
--- a/prompts/src/module/sentence-perfect.ts
+++ b/prompts/src/module/sentence-perfect.ts
@@ -0,0 +1,396 @@
+import { config } from './config.ts';
+import { readFileSync, writeFileSync } from 'node:fs';
+import { Kevisual } from '@kevisual/ai';
+
+// ============================================
+// AI优化提示词配置
+// ============================================
+
+// 通用哲理句优化提示词
+export const PERFECT_PROMPT = `你是一个深谙人生哲理的作家。请将以下不完整的哲理句补充完整，使其成为一句发人深省的哲理名言。
+
+要求：
+1. 保持原句的核心主题和结构
+2. 语言要简洁有力，富有哲理深度
+3. 让人读后有所思考和共鸣
+4. 符合中文表达习惯
+5. 字数控制在20-50字之间
+
+原句：{{sentence}}
+
+请直接输出优化后的句子，不需要任何解释。`;
+
+// 不同主题的专项优化提示词
+export const THEME_PROMPTS: Record<string, string> = {
+  人生: `你是一个智慧的导师。请将以下关于人生的句子优化成一句深刻的人生感悟：
+
+要求：
+- 语言平实却蕴含智慧
+- 让人读后有所触动
+- 适合作为人生格言
+
+原句：{{sentence}}
+
+直接输出优化后的句子。`,
+
+  时间: `你是一个洞察时光的智者。请将以下关于时间的句子优化：
+
+要求：
+- 体现时间的珍贵与无情
+- 让人珍惜当下
+- 富有诗意但不晦涩
+
+原句：{{sentence}}
+
+直接输出优化后的句子。`,
+
+  成长: `你是一个经历过蜕变的智者。请将以下关于成长的句子优化：
+
+要求：
+- 体现成长的代价与收获
+- 让人对成长有新的理解
+- 有力量感但不鸡汤
+
+原句：{{sentence}}
+
+直接输出优化后的句子。`,
+
+  孤独: `你是一个深刻理解孤独的人。请将以下关于孤独的句子优化：
+
+要求：
+- 准确描述孤独的本质
+- 不是消极，而是清醒
+- 让人学会与孤独和解
+
+原句：{{sentence}}
+
+直接输出优化后的句子。`,
+
+  爱: `你是一个懂得爱的人。请将以下关于爱的句子优化：
+
+要求：
+- 体现爱的真谛
+- 不是空洞的情话
+- 让人对爱有新的认识
+
+原句：{{sentence}}
+
+直接输出优化后的句子。`,
+
+  选择: `你是一个善于抉择的人。请将以下关于选择的句子优化：
+
+要求：
+- 体现选择的重量
+- 不是教条，而是智慧
+- 让人更慎重地面对选择
+
+原句：{{sentence}}
+
+直接输出优化后的句子。`,
+
+  自由: `你是一个追求自由的人。请将以下关于自由的句子优化：
+
+要求：
+- 准确描述自由的真谛
+- 让人理解自由的代价
+- 有深度但不晦涩
+
+原句：{{sentence}}
+
+直接输出优化后的句子。`,
+
+  痛苦: `你是一个从痛苦中走过来的人。请将以下关于痛苦的句子优化：
+
+要求：
+- 不是宣泄负面情绪
+- 而是让人从痛苦中获得力量
+- 转化痛苦为成长
+
+原句：{{sentence}}
+
+直接输出优化后的句子。`
+};
+
+// ============================================
+// AI客户端接口
+// ============================================
+
+export interface PerfectOptions {
+  /** Kevisual AI 实例 */
+  ai?: Kevisual;
+  /** 使用的提示词模板 */
+  promptTemplate?: string;
+  /** 并发请求数 */
+  concurrency?: number;
+  /** 重试次数 */
+  retryTimes?: number;
+  /** 成功后回调 */
+  onSuccess?: (item: PerfectItem) => void;
+  /** 失败后回调 */
+  onError?: (item: PerfectError) => void;
+  /** 进度回调 */
+  onProgress?: (progress: ProgressInfo) => void;
+}
+
+export interface PerfectItem {
+  index: number;
+  text: string;
+  template: string;
+  templateType: string;
+  optimized: string;
+  prompt?: string;
+  theme: string;
+  tags: string[];
+}
+
+export interface PerfectError {
+  index: number;
+  original: string;
+  error: string;
+  theme: string;
+}
+
+export interface ProgressInfo {
+  current: number;
+  total: number;
+  percentage: number;
+  successCount: number;
+  errorCount: number;
+}
+
+// ============================================
+// 默认AI实例
+// ============================================
+
+function createDefaultAI(): Kevisual {
+  return new Kevisual({
+    apiKey: config.KEVISUAL_NEW_API_KEY || '',
+  });
+}
+
+// ============================================
+// 句子优化器类
+// ============================================
+
+export class SentencePerfect {
+  private options: Required<PerfectOptions>;
+  private ai: Kevisual;
+
+  constructor(options: PerfectOptions = {}) {
+    this.ai = options.ai || createDefaultAI();
+
+    this.options = {
+      ai: this.ai,
+      promptTemplate: options.promptTemplate || PERFECT_PROMPT,
+      concurrency: options.concurrency ?? 5,
+      retryTimes: options.retryTimes ?? 3,
+      onSuccess: options.onSuccess || (() => { }),
+      onError: options.onError || (() => { }),
+      onProgress: options.onProgress || (() => { })
+    };
+  }
+
+  /**
+   * 获取主题对应的提示词
+   */
+  private getThemePrompt(theme: string, sentence: string): string {
+    const themePrompt = THEME_PROMPTS[theme];
+    if (themePrompt) {
+      return themePrompt.replace('{{sentence}}', sentence);
+    }
+    return this.options.promptTemplate.replace('{{sentence}}', sentence);
+  }
+
+  /**
+   * 优化单条句子（带重试）
+   */
+  async perfectOne(item: PerfectItem): Promise<PerfectItem> {
+    const prompt = this.getThemePrompt(item.theme, item.text);
+    let lastError: Error | null = null;
+
+    for (let i = 0; i < this.options.retryTimes; i++) {
+      try {
+        await this.ai.chat([{ role: 'user', content: prompt }]);
+        let optimized = this.ai.responseText || '';
+        optimized = optimized.trim().replace(/^["']|["']$/g, '');
+
+        const result: PerfectItem = {
+          ...item,
+          prompt: prompt,
+          optimized: optimized || item.text
+        };
+
+        this.options.onSuccess(result);
+        return result;
+      } catch (error) {
+        lastError = error as Error;
+        await new Promise(resolve => setTimeout(resolve, 1000 * (i + 1)));
+      }
+    }
+
+    const error: PerfectError = {
+      index: item.index,
+      original: item.text,
+      error: lastError?.message || '未知错误',
+      theme: item.theme
+    };
+
+    this.options.onError(error);
+    return {
+      ...item,
+      optimized: item.text
+    };
+  }
+
+  /**
+   * 批量优化句子
+   */
+  async perfectBatch(
+    items: PerfectItem[]
+  ): Promise<PerfectItem[]> {
+    const total = items.length;
+    let successCount = 0;
+    let errorCount = 0;
+    const results: PerfectItem[] = [];
+
+    const batchSize = this.options.concurrency;
+
+    for (let i = 0; i < items.length; i += batchSize) {
+      const batch = items.slice(i, i + batchSize);
+
+      const promises = batch.map(async (item) => {
+        try {
+          const result = await this.perfectOne(item);
+          results.push(result);
+          successCount++;
+        } catch {
+          errorCount++;
+        }
+
+        const current = Math.min(i + batchSize, total);
+        const percentage = Math.round((current / total) * 100);
+
+        this.options.onProgress({
+          current,
+          total,
+          percentage,
+          successCount,
+          errorCount
+        });
+      });
+
+      await Promise.all(promises);
+
+      if (i + batchSize < items.length) {
+        await new Promise(resolve => setTimeout(resolve, 1000));
+      }
+    }
+
+    return results;
+  }
+
+  /**
+   * 从文件加载句子并优化
+   */
+  async perfectFromFile(
+    inputPath: string,
+    outputPath: string
+  ): Promise<{ success: number; failed: number; results: any[] }> {
+    const data = JSON.parse(readFileSync(inputPath, 'utf-8'));
+    const sentences = data.sentences || data;
+
+    const items: PerfectItem[] = sentences.map((s: any, i: number) => ({
+      index: s.index || i + 1,
+      text: s.text || s,
+      template: s.template || '',
+      templateType: s.templateType || '',
+      theme: s.theme || '人生',
+      tags: s.tags || [],
+      optimized: ''
+    }));
+
+    const results = await this.perfectBatch(items);
+
+    // 合并原始数据与优化结果
+    const mergedResults = results.map((r, i) => {
+      return {
+        index: r.index,
+        text: r.text,
+        template: r.template,
+        templateType: r.templateType,
+        theme: r.theme,
+        tags: r.tags,
+        optimized: r.optimized
+      };
+    });
+
+    const successResults = results.filter(r => r.optimized !== r.text);
+    const failedResults = results.filter(r => r.optimized === r.text);
+
+    const output = {
+      meta: {
+        total: results.length,
+        success: successResults.length,
+        failed: failedResults.length,
+        optimizedAt: new Date().toISOString()
+      },
+      sentences: mergedResults
+    };
+
+    writeFileSync(outputPath, JSON.stringify(output, null, 2), 'utf-8');
+
+    return {
+      success: successResults.length,
+      failed: failedResults.length,
+      results: mergedResults
+    };
+  }
+
+  /**
+   * 设置AI实例
+   */
+  setAI(ai: Kevisual): void {
+    this.ai = ai;
+    this.options.ai = ai;
+  }
+}
+
+// ============================================
+// 便捷函数
+// ============================================
+
+/**
+ * 快速优化单条句子
+ */
+export async function quickPerfect(
+  sentence: string,
+  theme: string = '人生'
+): Promise<string> {
+  const perfect = new SentencePerfect();
+  const item: PerfectItem = {
+    index: 0,
+    text: sentence,
+    template: '',
+    templateType: '',
+    theme,
+    tags: [],
+    optimized: ''
+  };
+  const result = await perfect.perfectOne(item);
+  return result.optimized;
+}
+
+/**
+ * 从JSON文件优化句子
+ */
+export async function perfectFromJSON(
+  inputPath: string,
+  outputPath: string,
+  options: Partial<PerfectOptions> = {}
+): Promise<{ success: number; failed: number }> {
+  const perfect = new SentencePerfect(options);
+  const result = await perfect.perfectFromFile(inputPath, outputPath);
+  return { success: result.success, failed: result.failed };
+}
+
+export default SentencePerfect;
--- a/prompts/src/routes/create-sentence.ts
+++ b/prompts/src/routes/create-sentence.ts
@@ -0,0 +1,74 @@
+import { app, ossService, pbService, redis } from '@/app.ts'
+import { addImageGenerateJob } from '@/task/image-creator.job.ts';
+const sleep = (ms: number) => new Promise(resolve => setTimeout(resolve, ms));
+
+type SentenceItem = {
+  text: string;
+  theme: string;
+  template: string;
+  templateType: string;
+  tags: string[];
+  index: number;
+  prompt?: string;
+  optimized?: string;
+}
+app.route({
+  path: 'image-creator',
+  key: 'create-sentence-list',
+  description: '导入句子列表',
+  middleware: ['auth']
+}).define(async (ctx) => {
+  const data: SentenceItem[] = ctx.query?.data || [];
+  if (!Array.isArray(data) || data.length === 0) {
+    ctx.throw(400, 'Invalid input data');
+  }
+  const BATCH_SIZE = 50;
+  for (let i = 0; i < data.length; i += BATCH_SIZE) {
+    const chunk = data.slice(i, i + BATCH_SIZE);
+    const batch = pbService.client.createBatch();
+    for (const item of chunk) {
+      batch.collection(pbService.collectionName).create({
+        text: '句子生成海报',
+        summary: item.optimized,
+        description: '',
+        status: '创建',
+        tags: ['sentence', ...item.tags],
+        data: {
+          sentence: item
+        }
+      });
+    }
+    await batch.send();
+    console.log(`Processed batch ${Math.floor(i / BATCH_SIZE) + 1}: ${chunk.length} items.`);
+    await sleep(200); // 避免短时间内添加过多请求
+  }
+  ctx.body = { message: `Imported ${data.length} sentences.` };
+}).addTo(app);
+
+
+app.route({
+  path: 'image-creator',
+  key: 'fix-sentences',
+  middleware: ['auth'],
+  description: '修正句子条目的 summary 字段'
+}).define(async () => {
+  const list = await pbService.collection.getFullList({
+    filter: `tags~"sentence"`,
+  })
+  console.log(`Fetched ${list.length} sentence items from PocketBase.`);
+  const BATCH_SIZE = 50;
+
+  for (let i = 0; i < list.length; i += BATCH_SIZE) {
+    const chunk = list.slice(i, i + BATCH_SIZE);
+    const batch = pbService.client.createBatch();
+    for (const item of chunk) {
+      const sentenceData = item.data?.sentence || {};
+      if (!sentenceData.optimized) continue;
+      batch.collection(pbService.collectionName).update(item.id, {
+        summary: sentenceData.optimized,
+      });
+    }
+    await batch.send();
+    console.log(`Processed batch ${Math.floor(i / BATCH_SIZE) + 1}: ${chunk.length} items.`);
+  }
+}).addTo(app);
--- a/prompts/src/routes/create-task.ts
+++ b/prompts/src/routes/create-task.ts
@@ -0,0 +1,43 @@
+import { app, ossService, pbService, redis } from '@/app.ts'
+import { addImageGenerateJob } from '@/task/image-creator.job.ts';
+const sleep = (ms: number) => new Promise(resolve => setTimeout(resolve, ms));
+app.route({
+  path: 'image-creator',
+  key: 'create-task',
+  description: '创建图片生成任务,将所有计划中的任务加入图片生成队列',
+  middleware: ['auth']
+}).define(async (ctx) => {
+  const status = ctx.status ?? '计划中';
+  const list = await pbService.collection.getFullList({
+    filter: `status="${status}"`,
+  })
+  for (const item of list) {
+    await addImageGenerateJob(item);
+    await sleep(100); // 避免短时间内添加过多任务
+  }
+  console.log(`Added ${list.length} image generate jobs to the queue.`);
+}).addTo(app);
+
+
+app.route({
+  path: 'image-creator',
+  key: 'batch-update-tags',
+  description: '测试 Redis 连接',
+  isDebug: true
+}).define(async (ctx) => {
+  const list = await pbService.collection.getFullList({
+    filter: `tags="[]"`,
+  })
+  console.log(`Fetched ${list.length} items from PocketBase.`, list[0]);
+  const BATCH_SIZE = 50;
+  for (let i = 0; i < list.length; i += BATCH_SIZE) {
+    const chunk = list.slice(i, i + BATCH_SIZE);
+    const batch = pbService.client.createBatch();
+    for (const item of chunk) {
+      batch.collection(pbService.collectionName).update(item.id, { tags: ["horse"] });
+    }
+    await batch.send();
+    console.log(`Processed batch ${Math.floor(i / BATCH_SIZE) + 1}: ${chunk.length} items.`);
+  }
+  ctx.body = { message: `Processed ${list.length} items.` };
+}).addTo(app);
--- a/prompts/src/routes/image-update.ts
+++ b/prompts/src/routes/image-update.ts
@@ -0,0 +1,69 @@
+import { pbService, jimengService, ossService, app } from '../index.ts';
+import type { ImageCollection } from '../services/pb.service.ts';
+
+// 更新 PB 状态
+export async function updateItemStatus(
+  itemId: string,
+  status: string,
+  extraData?: Partial<ImageCollection>
+): Promise<void> {
+  const collection = pbService.getCollection<ImageCollection>(pbService.collectionName);
+  if (extraData) {
+    const existingItem = await pbService.collection.getOne(itemId);
+    const data = existingItem.data;
+    const existingImages = data?.images || [];
+    const newImages = extraData.data?.images || [];
+    await collection.update(itemId, {
+      status,
+      ...extraData,
+      data: {
+        ...extraData?.data,
+        ...data,
+        images: [...existingImages, ...newImages],
+      },
+    });
+  } else {
+    await collection.update(itemId, {
+      status,
+    });
+  }
+}
+
+app.route({
+  path: 'image-creator',
+  key: 'image-update',
+  description: '更新所有图片生成任务的状态',
+  middleware: ['auth']
+}).define(async (ctx) => {
+  const { itemId, status, extraData } = ctx.query;
+  if (!itemId || !status) {
+    ctx.throw(400, 'Missing itemId or status');
+  }
+  await updateItemStatus(itemId as string, status as string, extraData as Partial<ImageCollection> | undefined);
+  ctx.body = { message: 'Item status updated successfully' };
+}).addTo(app);
+
+app.route({
+  path: 'image-creator',
+  key: 'image-download',
+  description: '下载所有图片生成任务的图片,并上传到 OSS, 返回图片链接。参数: itemId, imageUrl, index',
+  middleware: ['auth']
+}).define(async (ctx) => {
+  const { itemId, imageUrl, index = 0 } = ctx.query;
+  if (!itemId || !imageUrl || index === undefined) {
+    ctx.throw(400, 'Missing itemId, imageUrl or index');
+  }
+  const imageBuffer = await jimengService.downloadImage(imageUrl);
+  const filename = `generated_${itemId}_${index}_${Date.now()}.png`;
+  await ossService.putObject(filename, imageBuffer);
+  const ossUrl = ossService.getLink(filename)
+  console.log(`[ImageDownload] Image uploaded to OSS: ${ossUrl}`);
+
+  const imageData = { type: 'tos' as const, url: ossUrl };
+  await updateItemStatus(itemId as string, 'completed', {
+    data: {
+      images: [imageData],
+    },
+  });
+  ctx.body = { message: 'Image downloaded and uploaded to OSS successfully', ossUrl };
+}).addTo(app);
--- a/prompts/src/routes/index.ts
+++ b/prompts/src/routes/index.ts
@@ -0,0 +1,15 @@
+import { app } from '../index.ts';
+
+import './create-task.ts'
+
+import './image-update.ts'
+
+import './create-sentence.ts'
+
+import './perfect.ts'
+app.route({
+  path: 'auth',
+  id: 'auth'
+}).define(async (ctx) => {
+  // ctx.body = { message: 'Auth route' };
+}).addTo(app);
--- a/prompts/src/routes/perfect.ts
+++ b/prompts/src/routes/perfect.ts
@@ -0,0 +1,46 @@
+import { app, ossService, pbService, redis } from '@/app.ts'
+import { addPerfectPromptJob } from '@/task/perfect-prompt.job.ts';
+import { addPerfectSentencePromptJob } from '@/task/perfect-sentence.job.ts';
+
+const sleep = (ms: number) => new Promise(resolve => setTimeout(resolve, ms));
+
+app.route({
+  path: 'image-creator',
+  key: 'perfect-horse',
+  description: '优化关于像素马的关键字',
+  middleware: ['auth']
+}).define(async (ctx) => {
+  const id = ctx.query.id as string;
+  if (!id) {
+    ctx.throw(400, '缺少 id 参数');
+  }
+  const item = await pbService.collection.getOne(id);
+  if (!item) {
+    ctx.throw(404, '未找到对应的条目');
+  }
+  addPerfectPromptJob(item);
+  ctx.body = { message: '已添加优化任务到队列' };
+}).addTo(app);
+
+
+app.route({
+  path: 'image-creator',
+  key: 'perfect-sentence',
+  description: '优化关于句子的关键字',
+  middleware: ['auth']
+}).define(async (ctx) => {
+  const list = await pbService.collection.getFullList({
+    filter: `status="创建"`,
+    limit: 1
+  });
+  console.log(`Fetched ${list.length} items for sentence perfection.`);
+  const hasSentences = list.filter(item => {
+    return item.data && item.data.sentence;
+  });
+  for (const item of hasSentences) {
+    addPerfectSentencePromptJob(item);
+    await sleep(100); // 避免短时间内添加过多任务
+  }
+  console.log(`Added ${list.length} perfect prompt jobs to the queue.`);
+  ctx.body = { message: '已添加优化任务到队列' };
+}).addTo(app);
--- a/prompts/src/services/jimeng.service.ts
+++ b/prompts/src/services/jimeng.service.ts
@@ -0,0 +1,121 @@
+import { Result } from '@kevisual/query'
+export interface JimengOptions {
+  /** API密钥，用于认证请求 */
+  apiKey: string;
+  /** API基础URL */
+  baseUrl: string;
+  /** 请求超时时间（毫秒） */
+  timeout: number;
+}
+
+export interface JimengGenerateOptions {
+  /** 图片生成提示词 */
+  prompt: string;
+  /** 使用的模型版本，默认 jimeng-4.0 */
+  model?: string;
+  /** 图片比例，默认 1:1 */
+  ratio?: string;
+  /** 图片分辨率，默认 2k */
+  resolution?: string;
+}
+
+interface JimengResponse {
+  /** 请求创建时间戳 */
+  created: number;
+  /** 生成的图片列表 */
+  data: Array<{
+    /** 图片URL */
+    url: string;
+  }>;
+}
+
+export class JimengService {
+  private apiKey: string;
+  private baseUrl: string;
+  private timeout: number;
+
+  constructor(options: JimengOptions) {
+    this.apiKey = options.apiKey;
+    this.baseUrl = options.baseUrl || 'https://jimeng-api.kevisual.cn/v1';
+    this.timeout = options.timeout;
+  }
+
+  async generateImage(options: JimengGenerateOptions): Promise<Result<JimengResponse>> {
+    const {
+      prompt,
+      model = 'jimeng-4.6',
+      ratio = '1:1',
+      resolution = '2k'
+    } = options;
+
+    try {
+      const controller = new AbortController();
+      const timeoutId = setTimeout(() => controller.abort(), this.timeout);
+
+      const response = await fetch(`${this.baseUrl}/images/generations`, {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+          'Authorization': `Bearer ${this.apiKey}`,
+        },
+        body: JSON.stringify({
+          model,
+          prompt,
+          ratio,
+          resolution,
+        }),
+        signal: controller.signal,
+      });
+
+      clearTimeout(timeoutId);
+
+      if (!response.ok) {
+        throw new Error(`jimeng API error: ${response.status} ${response.statusText}`);
+      }
+
+      const result = await response.json() as JimengResponse;
+      return { code: 200, data: result };
+    } catch (error: any) {
+      return { code: 500, message: error.message || 'Unknown error' };
+    }
+  }
+
+  async downloadImage(url: string): Promise<Uint8Array> {
+    const controller = new AbortController();
+    const timeoutId = setTimeout(() => controller.abort(), this.timeout);
+
+    try {
+      const response = await fetch(url, {
+        signal: controller.signal,
+      });
+
+      clearTimeout(timeoutId);
+
+      if (!response.ok) {
+        throw new Error(`Failed to download image: ${response.statusText}`);
+      }
+
+      const arrayBuffer = await response.arrayBuffer();
+      return new Uint8Array(arrayBuffer);
+    } catch (error: any) {
+      clearTimeout(timeoutId);
+      if (error.name === 'AbortError') {
+        throw new Error('Image download timeout');
+      }
+      throw error;
+    }
+  }
+  /** 获取图片过期时间 */
+  async getExpiredTime(url: string): Promise<{ expiredAt: number, expired: boolean }> {
+    // https://p3-dreamina-sign.byteimg.com/tos-cn-i-tb4s082cfz/c018e06ee6654dd78ccacb29eff4744e~tplv-tb4s082cfz-aigc_resize:0:0.png?lk3s=43402efa&x-expires=1767852000&x-signature=34yf37N955BP37eLaYEzKeLQn0Q%3D&format=.png
+    const urlObj = new URL(url);
+    let expires = urlObj.searchParams.get('x-expires');
+    if (!expires) {
+      expires = '0';
+    }
+    const expiredAt = parseInt(expires) * 1000;
+    const expired = Date.now() > expiredAt;
+    return { expiredAt, expired };
+  }
+}
+
--- a/prompts/src/services/oss.service.ts
+++ b/prompts/src/services/oss.service.ts
@@ -0,0 +1,36 @@
+import { OssBase } from '@kevisual/oss/s3.ts';
+import { S3Client } from '@aws-sdk/client-s3'
+export type OSSOptions = {
+  accessKeyId: string;
+  accessKeySecret: string;
+  region: string;
+  bucketName: string;
+  endpoint: string;
+  prefix?: string;
+}
+export class OSSService extends OssBase {
+  declare client: S3Client;
+  endpoint: string;
+  constructor(options: OSSOptions) {
+    const client = new S3Client({
+      region: options.region,
+      endpoint: `${options.endpoint}`,
+      credentials: {
+        accessKeyId: options.accessKeyId,
+        secretAccessKey: options.accessKeySecret,
+      },
+    });
+    super({
+      client,
+      bucketName: options.bucketName,
+      prefix: options.prefix || '',
+    });
+    this.endpoint = options.endpoint;
+  }
+
+  getLink(objectName: string): string {
+    const endpoint = this.endpoint;
+    return `${endpoint}/${this.bucketName}/${this.prefix}${objectName}`;
+  }
+}
+
--- a/prompts/src/services/pb.service.ts
+++ b/prompts/src/services/pb.service.ts
@@ -0,0 +1,174 @@
+import PocketBase from 'pocketbase';
+import { EventEmitter } from 'eventemitter3'
+
+type PBOptions = {
+  url: string;
+  token?: string;
+}
+export class PBCore {
+  declare client: PocketBase;
+  emitter = new EventEmitter();
+  token?: string;
+  constructor(options: PBOptions) {
+    this.client = new PocketBase(options.url);
+    this.token = options.token || '';
+    if (this.token) {
+      this.client.authStore.save(this.token);
+    }
+  }
+
+  async loginByPassword(email: string, password: string, admin: boolean = true) {
+    const collectionName = admin ? '_superusers' : 'users';
+    const authData = await this.client.collection(collectionName).authWithPassword(email, password);
+    this.emitter.emit('login', authData);
+    return authData;
+  }
+  async login({ username, password, admin = true }: { username: string; password: string, admin?: boolean }) {
+    if (this.client.authStore.isValid) {
+      return true;
+    }
+    try {
+      await this.loginByPassword(username, password, admin);
+      return true;
+    } catch (error) {
+      console.error('PocketBase login error:', error);
+      return false;
+    }
+  }
+  /**
+   * 
+   * https://pocketbase.io/docs/api-collections/#create-collection
+   * 
+   * */
+  async createCollection({ name, type, fields }: CreateCollection) {
+    const collections = await this.client.collections.getFullList();
+    const existing = collections.find(c => c.name === name);
+    if (existing) {
+      const collection = this.client.collection(name);
+      const schema = await this.client.collections.getOne(name);
+      return {
+        schema: schema,
+        existing: true,
+        collection
+      };
+    }
+    const schema = await this.client.collections.create({
+      name,
+      type: type ?? 'base',
+      fields: fields ?? defaultFields,
+    });
+    const collection = this.client.collection(name);
+    return {
+      collection,
+      schema
+    }
+  }
+}
+export const defaultFields: CollectionFields[] = [
+  {
+    name: 'title',
+    type: 'text',
+  },
+  {
+    name: 'summary',
+    type: 'text',
+  },
+  {
+    name: 'description',
+    type: 'text',
+  },
+  {
+    name: 'tags',
+    type: 'json',
+  },
+  {
+    name: 'data',
+    type: 'json',
+  },
+  {
+    name: 'status',
+    type: 'text',
+  },
+  {
+    name: 'created',
+    type: 'autodate',
+    onCreate: true,
+  },
+  {
+    name: 'updated',
+    type: 'autodate',
+    onCreate: true,
+    onUpdate: true,
+  }
+]
+export type CollectionFields = {
+  name: string;
+  type: string;
+  required?: boolean;
+  options?: any;
+  onCreate?: boolean;
+  onUpdate?: boolean;
+}
+export type CreateCollectioRule = {
+  listRule?: string;
+  viewRule?: string;
+  /**
+   * createRule: 'id = @request.auth.id',
+   */
+  createRule?: string;
+  updateRule?: string;
+  deleteRule?: string;
+}
+export type CreateCollection = {
+  name: string;
+  type?: 'base' | 'viwer' | 'auth';
+  fields?: CollectionFields[];
+
+  /**
+   *  viewer: 
+   *  viewQuery: 'SELECT id, name from posts',
+   */
+  viewQuery?: string;
+} & CreateCollectioRule;
+
+export class PBService extends PBCore {
+  collectionName = 'images_generation_tasks';
+  constructor(options: PBOptions) {
+    super(options);
+    this.client.autoCancellation(false)
+  }
+  getCollection<T>(name: string) {
+    return this.client.collection<T>(name);
+  }
+
+  async initPbService() {
+    const isLogin = this.client.authStore.isValid;
+    console.log('PocketBase is logged in:', isLogin);
+  }
+  async importData(data: any[]) {
+    const collection = this.getCollection(this.collectionName);
+    for (const item of data) {
+      await collection.create(item);
+    }
+  }
+  get collection() {
+    return this.client.collection<ImageCollection>(this.collectionName);
+  }
+}
+
+const ImageTaskStatus = ['提示词优化中', '计划中', '生成图片中', '图片下载中', '暂停中', '已完成', '失败'] as const;
+
+type Data<T = {}> = {
+  images: { type: 'jimeng' | 'tos', url: string }[];
+} & T
+export type ImageCollection<T = any> = {
+  id: string;
+  created: string;
+  updated: string;
+  title: string;
+  tags: any;
+  summary: string;
+  description: string;
+  data: Data<T>;
+  status: typeof ImageTaskStatus[number];
+}
--- a/prompts/src/services/storage.service.ts
+++ b/prompts/src/services/storage.service.ts
@@ -0,0 +1,58 @@
+import { createStorage } from 'unstorage';
+import fsDriver from 'unstorage/drivers/fs';
+
+export interface PromptData {
+  value: string;
+  id: string;
+  perfect: string;
+  imageUrl?: string;
+  generatedAt?: number;
+}
+
+export class StorageService {
+  private storage: ReturnType<typeof createStorage>;
+
+  constructor() {
+    this.storage = createStorage({
+      driver: fsDriver({ base: 'storage' }),
+    });
+  }
+
+  async get(id: string): Promise<PromptData | null> {
+    const filename = id.endsWith('.json') ? id : `${id}.json`;
+    const data = await this.storage.getItem<PromptData>(filename);
+    return data || null;
+  }
+
+  async getPendingPrompts(): Promise<PromptData[]> {
+    const keys = await this.storage.getKeys();
+    const pending: PromptData[] = [];
+
+    for (const key of keys) {
+      if (key === 'usage.json') continue;
+
+      const data = await this.storage.getItem<PromptData>(key);
+      if (data && !data.imageUrl) {
+        pending.push(data);
+      }
+    }
+
+    return pending;
+  }
+
+  async update(id: string, data: Partial<PromptData>): Promise<void> {
+    const filename = id.endsWith('.json') ? id : `${id}.json`;
+    const existing = await this.storage.getItem<PromptData>(filename);
+
+    if (existing) {
+      await this.storage.setItem(filename, { ...existing, ...data });
+    }
+  }
+
+  async hasImage(id: string): Promise<boolean> {
+    const data = await this.get(id);
+    return !!data?.imageUrl;
+  }
+}
+
+export const storageService = new StorageService();
--- a/prompts/src/task/image-creator.job.ts
+++ b/prompts/src/task/image-creator.job.ts
@@ -0,0 +1,232 @@
+import { Worker, Queue, Job } from 'bullmq';
+import { getRedisConnection } from '../module/redis.ts';
+import { pbService, jimengService, ossService, app } from '../index.ts';
+import type { ImageCollection } from '../services/pb.service.ts';
+import { updateItemStatus } from '../routes/image-update.ts';
+import { notify } from '@/module/logger.ts';
+
+export const IMAGE_GENERATE_JOB = 'image-generate';
+export const IMAGE_DOWNLOAD_JOB = 'image-download';
+
+// 状态常量
+export const ImageTaskStatus = {
+  PENDING: '提示词优化中' as const,
+  PLANNING: '计划中' as const,
+  GENERATING: '生成图片中' as const,
+  DOWNLOADING: '图片下载中' as const,
+  PAUSED: '暂停中' as const,
+  COMPLETED: '已完成' as const,
+  FAILED: '失败' as const,
+};
+
+// 生成图片任务的节流时间（毫秒）
+const JIMENG_THROTTLE_DELAY = 60 * 1000;
+// 下载任务最大重试次数
+const DOWNLOAD_MAX_RETRIES = 3;
+// 图片生成任务最大重试次数
+const GENERATE_MAX_RETRIES = 3;
+
+export interface ImageCreatorJobData {
+  itemId: string;
+  prompt: string;
+  collectionName?: string;
+}
+
+export interface ImageGenerateJobData {
+  itemId: string;
+  prompt: string;
+  ratio?: string;
+  collectionName?: string;
+}
+
+export interface ImageDownloadJobData {
+  itemId: string;
+  imageUrl: string;
+  collectionName?: string;
+  index: number;
+}
+
+
+/**
+ * 单独添加生成图片任务
+ */
+export async function addImageGenerateJob(item: ImageCollection): Promise<void> {
+  const connection = getRedisConnection();
+  const queue = new Queue(IMAGE_GENERATE_JOB, { connection });
+
+  const jobData: ImageGenerateJobData = {
+    itemId: item.id,
+    prompt: item.description || item.summary || item.title,
+    collectionName: pbService.collectionName,
+  };
+
+  await queue.add(IMAGE_GENERATE_JOB, jobData, {
+    removeOnComplete: 100,
+    removeOnFail: 100,
+    delay: JIMENG_THROTTLE_DELAY, // 任务间隔 30 秒
+  });
+
+  await updateItemStatus(item.id, ImageTaskStatus.GENERATING);
+  // console.log(`[ImageGenerate] Job created for item: ${item.id}`);
+  await queue.close();
+}
+
+
+
+/**
+ * 单独添加下载图片任务
+ */
+export async function addImageDownloadJob(
+  itemId: string,
+  imageUrl: string,
+  index?: number
+): Promise<void> {
+  const connection = getRedisConnection();
+  const queue = new Queue(IMAGE_DOWNLOAD_JOB, { connection });
+  const jobData: ImageDownloadJobData = {
+    itemId,
+    imageUrl,
+    collectionName: pbService.collectionName,
+    index: index ?? 0
+  };
+
+  // 使用 bullmq 内置重试，指数退避
+  await queue.add(IMAGE_DOWNLOAD_JOB, jobData, {
+    attempts: DOWNLOAD_MAX_RETRIES,
+    backoff: {
+      type: 'exponential',
+      delay: 200, // 初始 200 毫秒
+    },
+    removeOnComplete: 100,
+    removeOnFail: 100,
+  });
+
+  await updateItemStatus(itemId, ImageTaskStatus.DOWNLOADING);
+  // console.log(`[ImageDownload] Job created for item: ${itemId}`);
+  await queue.close();
+}
+
+/**
+ * 运行独立的下载 worker
+ */
+export async function runImageDownloadWorker(): Promise<void> {
+  const connection = getRedisConnection();
+
+  const worker = new Worker(
+    IMAGE_DOWNLOAD_JOB,
+    async (job: Job<ImageDownloadJobData>) => {
+      const { itemId, imageUrl, index } = job.data;
+      const attemptsMade = job.attemptsMade;
+      console.log(`[ImageDownload] Processing item: ${itemId}, attempt: ${attemptsMade + 1}/${DOWNLOAD_MAX_RETRIES}`);
+
+      try {
+        const imageBuffer = await jimengService.downloadImage(imageUrl);
+        const filename = `generated_${itemId}_${index}_${Date.now()}.png`;
+        await ossService.putObject(filename, imageBuffer);
+        const ossUrl = ossService.getLink(filename)
+        console.log(`[ImageDownload] Image uploaded to OSS: ${ossUrl}`);
+
+        const imageData = { type: 'tos' as const, url: ossUrl };
+        await updateItemStatus(itemId, ImageTaskStatus.COMPLETED, {
+          data: {
+            images: [imageData],
+          },
+        });
+
+        return { success: true, ossUrl };
+      } catch (error: any) {
+        console.error(`[ImageDownload] Error: ${error.message}`);
+
+        // 重试次数用尽，暂停任务
+        if (job.attemptsMade >= DOWNLOAD_MAX_RETRIES - 1) {
+          await updateItemStatus(itemId, ImageTaskStatus.PAUSED);
+        }
+
+        throw error;
+      }
+    },
+    {
+      connection,
+      concurrency: 1, // 避免更新冲突
+      lockDuration: 60000 * 5, // 锁持续时间 5分钟
+      stalledInterval: 30000, // 每30秒检查一次 stalled
+    } as any
+  );
+
+  worker.on('completed', (job) => {
+    console.log(`[ImageDownload] Job completed: ${job.id}`);
+  });
+
+  worker.on('failed', (job, err) => {
+    console.error(`[ImageDownload] Job failed: ${job?.id}, error: ${err.message}`);
+    notify.notify(`[ImageDownload] \nJob failed: ${job?.id}, error: ${err.message}\n Job data: ${JSON.stringify(job?.data)}`);
+  });
+
+  console.log('[ImageDownload] Worker 开始运行');
+}
+
+/**
+ * 运行图片生成 worker（使用 jimeng API）
+ */
+export async function runImageGenerateWorker(): Promise<void> {
+  const connection = getRedisConnection();
+
+  const worker = new Worker(
+    IMAGE_GENERATE_JOB,
+    async (job: Job<ImageGenerateJobData>) => {
+      const { itemId, prompt, ratio = '9:16' } = job.data;
+      const attemptsMade = job.attemptsMade;
+      console.log(`[ImageGenerate] Processing item: ${itemId}, attempt: ${attemptsMade + 1}/${GENERATE_MAX_RETRIES}`);
+
+      try {
+        // 调用 jimeng API 生成图片
+        const result = await jimengService.generateImage({
+          prompt,
+          ratio: ratio,
+        });
+
+        if (result.code !== 200 || !result.data?.data?.length) {
+          throw new Error(result.message || 'Failed to generate image');
+        }
+        const images = result.data.data;
+        for (const [index, img] of images.entries()) {
+          console.log(`[ImageGenerate] Image generated: ${img.url}`);
+          // 生成成功后，添加下载任务
+          await addImageDownloadJob(itemId, img.url, index);
+        }
+        // 更新状态为下载中
+        await updateItemStatus(itemId, ImageTaskStatus.DOWNLOADING, {
+          data: { images: images.map(img => ({ type: 'jimeng' as const, url: img.url })) },
+        });
+
+        return { success: true, images };
+      } catch (error: any) {
+        console.error(`[ImageGenerate] Error: ${error.message}`);
+        throw error;
+      }
+    },
+    {
+      connection,
+      concurrency: 1, // jimeng API 有节流限制，设置为 1
+      lockDuration: 60000 * 5, // 锁持续时间 5分钟
+      stalledInterval: 30000, // 每30秒检查一次 stalled
+    }
+  );
+
+  worker.on('completed', (job) => {
+    console.log(`[ImageGenerate] Job completed: ${job.id}`);
+  });
+
+  worker.on('failed', (job, err) => {
+    console.error(`[ImageGenerate] Job failed: ${job?.id}, error: ${err.message}`);
+    notify.notify(`[ImageGenerate] \nJob failed: ${job?.id}, error: ${err.message}\n Job data: ${JSON.stringify(job?.data)}`);
+    if (job && job.attemptsMade >= GENERATE_MAX_RETRIES - 1) {
+      worker.close();
+      notify.notify(`[ImageGenerate] Worker stopped after reaching max retries for item ${job.data.itemId}`);
+    }
+  });
+
+  console.log('[ImageGenerate] Worker 开始运行');
+}
+
+export { updateItemStatus };
--- a/prompts/src/task/perfect-prompt.job.ts
+++ b/prompts/src/task/perfect-prompt.job.ts
@@ -0,0 +1,143 @@
+import { Worker, Job } from 'bullmq';
+import { getRedisConnection } from '../module/redis.ts';
+import { Prompt, pbService, ai } from '../index.ts';
+import type { ImageCollection } from '../services/pb.service.ts';
+import { updateItemStatus } from '../routes/image-update.ts';
+import { Queue } from 'bullmq';
+import { notify } from '@/module/logger.ts';
+import { addImageGenerateJob } from './image-creator.job.ts';
+
+export const PERFECT_PROMPT_JOB = 'perfect-prompt';
+
+// 状态常量
+export const PerfectPromptStatus = {
+  PENDING: '提示词优化中' as const,
+  PLANNING: '计划中' as const,
+  FAILED: '失败' as const,
+};
+
+// 最大重试次数
+const MAX_RETRIES = 3;
+
+export interface PerfectPromptJobData {
+  itemId: string;
+  prompt: string;
+  collectionName?: string;
+  data?: Record<string, any>;
+}
+
+// 优化提示词的模板
+const DEFAULT_PERFECT_PROMPT = `请你将以下提示词进行完善，使其更加详细和具体，适合用于生成高质量的像素艺术图像。要求如下：
+1. 只返回完善后的提示词，不要包含任何多余的内容或解释。
+2. 确保提示词专注于像素艺术风格，包括但不限于像素化角色、场景和物体的描述。
+3. 使用具体的细节来增强提示词的表现力，例如颜色、构图、光影效果等。
+4. 避免使用与像素艺术无关的术语或描述。
+5. 保持提示词的简洁性，避免过于冗长，但要确保信息量充足。
+6. 如果需要颜色，需要整个图像的颜色更少的描述，而不是复杂的颜色细节, 背景默认纯蓝色。
+7. 使用中文进行描述。
+`;
+
+/**
+ * 单独添加优化提示词任务
+ */
+export async function addPerfectPromptJob(item: ImageCollection): Promise<void> {
+  const connection = getRedisConnection();
+  const queue = new Queue(PERFECT_PROMPT_JOB, { connection });
+
+  const jobData: PerfectPromptJobData = {
+    itemId: item.id,
+    prompt: item.description || item.summary || item.title || '',
+    collectionName: pbService.collectionName,
+  };
+
+  await queue.add(PERFECT_PROMPT_JOB, jobData, {
+    attempts: MAX_RETRIES,
+    backoff: {
+      type: 'exponential',
+      delay: 2000,
+    },
+    removeOnComplete: 100,
+    removeOnFail: 100,
+  });
+
+  await updateItemStatus(item.id, PerfectPromptStatus.PENDING);
+  await queue.close();
+}
+
+/**
+ * 运行优化提示词 worker
+ */
+export async function runPerfectPromptWorker(): Promise<void> {
+  const connection = getRedisConnection();
+  // 获取环境变量中的 API key
+  const worker = new Worker(
+    PERFECT_PROMPT_JOB,
+    async (job: Job<PerfectPromptJobData>) => {
+      const { itemId, prompt } = job.data;
+      const attemptsMade = job.attemptsMade;
+      console.log(`[PerfectPrompt] Processing item: ${itemId}, attempt: ${attemptsMade + 1}/${MAX_RETRIES}`);
+      try {
+        if (!prompt) {
+          throw new Error('Prompt is empty');
+        }
+        const promptTool = new Prompt({ perfectPrompt: DEFAULT_PERFECT_PROMPT });
+        await ai.chat([
+          {
+            role: 'user',
+            content: promptTool.perfect(prompt),
+          },
+        ]);
+        const perfectText = promptTool.clearPerfectTags(ai.responseText);
+
+        if (!perfectText) {
+          throw new Error('Generated perfect prompt is empty');
+        }
+
+        console.log(`[PerfectPrompt] Perfect prompt generated for item: ${itemId}`);
+
+        // 更新状态为已完成，并保存优化后的提示词
+        await updateItemStatus(itemId, PerfectPromptStatus.PLANNING, {
+          description: perfectText,
+        });
+        // 任务完成，把任务抛给下一个图片生成队列
+        const item = await pbService.collection.getOne(itemId);
+        if (item) {
+          addImageGenerateJob(item)
+        }
+
+        return { success: true, perfectPrompt: perfectText };
+      } catch (error: any) {
+        console.error(`[PerfectPrompt] Error: ${error.message}`);
+
+        // 重试次数用尽，标记为失败
+        if (job.attemptsMade >= MAX_RETRIES - 1) {
+          await updateItemStatus(itemId, PerfectPromptStatus.FAILED);
+        }
+
+        throw error;
+      }
+    },
+    {
+      connection,
+      concurrency: 2,
+      lockDuration: 60000 * 5, // 锁持续时间 5分钟
+      stalledInterval: 30000, // 每30秒检查一次 stalled
+    }
+  );
+
+  worker.on('completed', (job) => {
+    console.log(`[PerfectPrompt] Job completed: ${job.id}`);
+  });
+
+  worker.on('failed', (job, err) => {
+    console.error(`[PerfectPrompt] Job failed: ${job?.id}, error: ${err.message}`);
+    notify.notify(`[PerfectPrompt] \nJob failed: ${job?.id}, error: ${err.message}\n Job data: ${JSON.stringify(job?.data)}`);
+    if (job && job.attemptsMade >= MAX_RETRIES - 1) {
+      worker.close();
+      notify.notify(`[PerfectPrompt] Worker stopped after reaching max retries for item ${job.data.itemId}`);
+    }
+  });
+
+  console.log('[PerfectPrompt] Worker started');
+}
+
--- a/prompts/src/task/perfect-sentence.job.ts
+++ b/prompts/src/task/perfect-sentence.job.ts
@@ -0,0 +1,121 @@
+import { Worker, Job } from 'bullmq';
+import { getRedisConnection } from '../module/redis.ts';
+import { Prompt, pbService, ai, app } from '../index.ts';
+import type { ImageCollection } from '../services/pb.service.ts';
+import { updateItemStatus } from '../routes/image-update.ts';
+import { Queue } from 'bullmq';
+import { notify } from '@/module/logger.ts';
+import { addImageGenerateJob } from './image-creator.job.ts';
+import { PerfectPromptJobData } from './perfect-prompt.job.ts';
+import { SentenceImage } from '@/module/sentence-image.ts';
+const sleep = (ms: number) => new Promise(resolve => setTimeout(resolve, ms));
+export const PERFECT_SENTENCE_PROMPT_JOB = 'perfect-sentence-prompt';
+
+// 最大重试次数
+const MAX_RETRIES = 3;
+
+// 状态常量
+export const PerfectPromptStatus = {
+  PENDING: '提示词优化中' as const,
+  PLANNING: '计划中' as const,
+  FAILED: '失败' as const,
+};
+
+export async function addPerfectSentencePromptJob(item: ImageCollection): Promise<void> {
+  const connection = getRedisConnection();
+  const queue = new Queue(PERFECT_SENTENCE_PROMPT_JOB, { connection });
+  const jobData: PerfectPromptJobData = {
+    itemId: item.id,
+    prompt: item.description || item.summary || item.title || '',
+    collectionName: pbService.collectionName,
+    data: item.data
+  };
+
+  await queue.add(PERFECT_SENTENCE_PROMPT_JOB, jobData, {
+    attempts: MAX_RETRIES,
+    backoff: {
+      type: 'exponential',
+      delay: 2000,
+    },
+    removeOnComplete: 100,
+    removeOnFail: 100,
+  });
+
+  await updateItemStatus(item.id, PerfectPromptStatus.PENDING);
+  await queue.close();
+}
+
+export const runPerfectSentencePromptWorker = () => {
+  const connection = getRedisConnection();
+  const worker = new Worker<PerfectPromptJobData>(
+    PERFECT_SENTENCE_PROMPT_JOB,
+    async (job: Job<PerfectPromptJobData>) => {
+      const { itemId, prompt, data } = job.data;
+      const perfect = new SentenceImage();
+      try {
+        let content = ''
+        if (data && data.sentence) {
+          const { prompt, ...rest } = data.sentence || {};
+          if (rest) {
+            content = JSON.stringify(rest);
+          }
+        }
+        if (!content) {
+          content = prompt;
+        }
+        if (!content) {
+          notify.notify(`[Sentence] 提示词优化任务跳过，条目 ${itemId}: 无内容可优化。`);
+          await updateItemStatus(itemId, PerfectPromptStatus.FAILED);
+          return;
+        }
+
+        const perfectText = perfect.perfect(content);
+        const result = await ai.chat([], {
+          messages: [{ role: 'user', content: perfectText }],
+          // model: 'qwen-plus',
+          // enable_thinking: true
+          model: 'qwen-turbo',
+        });
+        const perfectPrompt = perfect.clearPerfectTags(ai.responseText!) || '';
+        console.log(`[Sentence] 提示词优化 ${itemId}:\n`, perfectPrompt);
+
+        await updateItemStatus(itemId, '提示词优化完成', {
+          description: perfectPrompt
+        });
+        await sleep(500); // 确保数据已保存
+        // 任务完成，把任务抛给下一个图片生成队列
+        const item = await pbService.collection.getOne(itemId);
+        if (item) {
+          addImageGenerateJob(item)
+        }
+
+        return { success: true, perfectPrompt: perfectText };
+      } catch (error: any) {
+        notify.notify(`[Sentence] 提示词优化任务失败，条目 ${itemId}: ${error.message}`);
+        await updateItemStatus(itemId, PerfectPromptStatus.FAILED);
+        throw error;
+      }
+    },
+    {
+      connection,
+      lockDuration: 60000 * 5, // 锁持续时间 5分钟
+      stalledInterval: 30000, // 每30秒检查一次 stalled
+    }
+  );
+
+  worker.on('completed', (job) => {
+    // notify.notify(`[Sentence]  Perfect Prompt Job Completed for item ${job.data.itemId}`);
+    console.log(`[Sentence] Perfect Prompt Job Completed for item ${job.data.itemId}`);
+  });
+
+  worker.on('failed', (job, err) => {
+    notify.notify(`[Sentence] 提示词优化任务失败，条目${job?.data.itemId}: ${err.message}`);
+    // 如果是第三次失败，停止worker;
+    if (job && job.attemptsMade >= MAX_RETRIES - 1) {
+      worker.close();
+      notify.notify(`[Sentence] 提示词优化工作者在条目 ${job.data.itemId} 达到最大重试次数后停止`);
+    }
+  });
+  console.log('[Sentence] Worker 开始运行');
+  return worker;
+};
--- a/prompts/src/workers/index.ts
+++ b/prompts/src/workers/index.ts
@@ -0,0 +1,12 @@
+import { runImageDownloadWorker, runImageGenerateWorker } from '../task/image-creator.job.ts';
+import { runPerfectSentencePromptWorker } from '../task/perfect-sentence.job.ts';
+
+runImageDownloadWorker();
+runImageGenerateWorker();
+runPerfectSentencePromptWorker();
+// 运行半小时后停止
+
+setTimeout(() => {
+  console.log('Stop timeed', new Date().toISOString());
+  process.exit(0);
+}, 10 * 60 * 60 * 1000); // 10 hours in milliseconds