{ "project_name": "AI语音应用 - 智能内容生成引擎", "base_config": { "backend_port": 3000, "frontend_port": 5173, "db_host": "localhost", "db_port": 3306, "auth_enabled": false, "llm_provider": "dashscope" }, "features": [ { "id": 1, "description": "智能意图识别引擎", "status": "done", "passes": true, "priority": "high", "phase": "1", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/ai/intent -H 'Content-Type: application/json' -d '{\"input\":\"帮我生成一个销售话术\"}' - 验证意图识别", "2. curl -X POST http://localhost:3000/api/ai/intent -H 'Content-Type: application/json' -d '{\"input\":\"写个儿童故事\"}' - 验证小说类识别", "3. curl -X POST http://localhost:3000/api/ai/intent -H 'Content-Type: application/json' -d '{\"input\":\"培训新员工用\"}' - 验证课件类识别" ], "frontend_test_steps": [ "1. 在生成页输入'给我生成一个产品介绍'", "2. 验证系统自动识别为'产品文案'类型", "3. 验证显示行业识别结果（如：电商）", "4. 验证推荐参数自动填充" ], "tech_stack": { "llm": "通义千问/DashScope", "strategy": "Few-shot Prompt + Entity Extraction" } }, { "id": 2, "description": "内容类型分类系统", "status": "done", "passes": true, "priority": "high", "phase": "1", "backend_test_steps": [ "1. curl http://localhost:3000/api/content/types - 验证获取所有内容类型", "2. curl http://localhost:3000/api/content/types/小说 - 验证获取小说类模板", "3. curl http://localhost:3000/api/content/types/广告营销 - 验证获取营销类模板" ], "frontend_test_steps": [ "1. 验证内容类型选择器显示", "2. 验证分类完整（小说/广告/课件/新闻/播客/销售/客服/培训等）", "3. 点击类型验证子类型显示", "4. 验证选中状态正确" ], "content_categories": { "创作类": ["小说", "故事", "剧本", "诗歌", "散文"], "营销类": ["产品介绍", "广告文案", "朋友圈", "小红书", "抖音脚本"], "教育类": ["课件", "培训", "教程", "知识科普", "考试辅导"], "商务类": ["销售话术", "客服话术", "商务邮件", "合同条款", "方案PPT"], "媒体类": ["新闻播报", "天气预报", "体育解说", "财经评论", "娱乐八卦"], "生活类": ["生日祝福", "婚礼致辞", "节日问候", "朋友圈文案", "签名设计"], "专业类": ["法律文书", "医学说明", "技术文档", "产品手册", "操作指南"] } }, { "id": 3, "description": "行业知识适配器", "status": "done", "passes": true, "priority": "high", "phase": "1", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/ai/adapt -H 'Content-Type: application/json' -d '{\"content\":\"产品介绍\",\"industry\":\"医疗\"}' - 验证医疗行业适配", "2. curl -X POST http://localhost:3000/api/ai/adapt -H 'Content-Type: application/json' -d '{\"content\":\"培训资料\",\"industry\":\"金融\"}' - 验证金融行业适配", "3. curl http://localhost:3000/api/industries - 验证获取行业列表" ], "frontend_test_steps": [ "1. 选择内容类型后验证行业选择", "2. 选择'医疗'行业", "3. 验证生成内容符合医疗规范", "4. 验证专业术语正确使用" ], "industries": { "通用": {}, "医疗健康": {"terminology": true, "compliance": "医疗广告法", "sensitivity": "high"}, "教育培训": {"terminology": true, "compliance": "教育规范", "sensitivity": "medium"}, "金融服务": {"terminology": true, "compliance": "金融监管", "sensitivity": "high"}, "电子商务": {"terminology": false, "compliance": "电商法规", "sensitivity": "low"}, "法律服务": {"terminology": true, "compliance": "律师执业规范", "sensitivity": "high"}, "新闻媒体": {"terminology": true, "compliance": "新闻伦理", "sensitivity": "high"}, "餐饮美食": {"terminology": false, "compliance": "食品广告法", "sensitivity": "medium"}, "房地产": {"terminology": true, "compliance": "房产广告规定", "sensitivity": "medium"}, "汽车销售": {"terminology": true, "compliance": "汽车广告法", "sensitivity": "low"} } }, { "id": 4, "description": "内容结构规划器", "status": "done", "passes": true, "priority": "high", "phase": "1", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/ai/plan -H 'Content-Type: application/json' -d '{\"type\":\"小说\",\"theme\":\"穿越\",\"targetLength\":200000}' - 验证小说大纲生成", "2. curl -X POST http://localhost:3000/api/ai/plan -H 'Content-Type: application/json' -d '{\"type\":\"产品介绍\",\"industry\":\"电商\",\"product\":\"手机\"}' - 验证产品文案结构" ], "frontend_test_steps": [ "1. 输入'生成一个20万字穿越小说'", "2. 验证显示内容规划面板", "3. 验证大纲结构展示（章节数、预计字数）", "4. 验证可以编辑调整大纲", "5. 验证确认后开始生成" ] }, { "id": 5, "description": "大纲生成系统", "status": "done", "passes": true, "priority": "high", "phase": "1", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/outline/generate -H 'Content-Type: application/json' -d '{\"type\":\"小说\",\"theme\":\"都市\",\"chapters\":50}' - 验证生成50章大纲", "2. curl -X POST http://localhost:3000/api/outline/generate -H 'Content-Type: application/json' -d '{\"type\":\"培训课件\",\"topics\":[\"产品知识\",\"销售技巧\"]}' - 验证课件大纲", "3. curl -X PUT http://localhost:3000/api/outline/outline-001 -H 'Content-Type: application/json' -d '{\"chapter2\":\"调整后的章节名\"}' - 验证大纲编辑" ], "frontend_test_steps": [ "1. 选择内容类型后点击生成大纲", "2. 验证大纲预览显示", "3. 验证大纲可折叠/展开", "4. 验证可编辑章节标题", "5. 验证可增删章节", "6. 验证大纲调整后重新生成" ] }, { "id": 6, "description": "角色/实体设定系统", "status": "done", "passes": true, "priority": "medium", "phase": "2", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/characters/generate -H 'Content-Type: application/json' -d '{\"type\":\"小说\",\"genre\":\"都市\"}' - 验证角色设定生成", "2. curl -X PUT http://localhost:3000/api/characters/char-001 -H 'Content-Type: application/json' -d '{\"name\":\"张三\",\"age\":30}' - 验证角色编辑", "3. curl -X DELETE http://localhost:3000/api/characters/char-001 - 验证删除角色" ], "frontend_test_steps": [ "1. 创建小说项目后验证角色设定面板", "2. 验证自动生成推荐角色", "3. 验证可添加自定义角色", "4. 验证角色卡片显示（头像、姓名、性格、背景）", "5. 验证可编辑角色信息", "6. 验证角色关系图显示" ] }, { "id": 7, "description": "分步章节生成引擎", "status": "done", "passes": true, "priority": "high", "phase": "1", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/content/generate/chunk -H 'Content-Type: application/json' -d '{\"outlineId\":\"outline-001\",\"chapterIndex\":1}' - 验证单章生成", "2. curl http://localhost:3000/api/content/generate/progress/generate-001 - 验证获取生成进度", "3. curl -X POST http://localhost:3000/api/content/generate/batch -H 'Content-Type: application/json' -d '{\"outlineId\":\"outline-001\",\"chapters\":[1,2,3]}' - 验证批量生成" ], "frontend_test_steps": [ "1. 确认大纲后点击开始生成", "2. 验证进度条显示当前章节", "3. 验证流式输出内容预览", "4. 验证可暂停/继续生成", "5. 验证中断后能从断点恢复", "6. 验证全部完成后显示成品" ] }, { "id": 8, "description": "流式输出系统", "status": "done", "passes": true, "priority": "high", "phase": "1", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/content/stream -H 'Content-Type: application/json' -d '{\"outlineId\":\"outline-001\"}' --no-buffer - 验证SSE流式响应" ], "frontend_test_steps": [ "1. 点击生成验证实时内容输出", "2. 验证打字机效果显示", "3. 验证输出过程可滚动浏览", "4. 验证网速慢时加载提示", "5. 验证流式中断自动重连" ], "tech_stack": { "protocol": "Server-Sent Events (SSE)", "fallback": "WebSocket / Long Polling" } }, { "id": 9, "description": "生成任务管理系统", "status": "done", "passes": true, "priority": "high", "phase": "1", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/tasks -H 'Content-Type: application/json' -d '{\"type\":\"小说\",\"title\":\"测试任务\"}' - 验证创建生成任务", "2. curl http://localhost:3000/api/tasks - 验证获取任务列表", "3. curl http://localhost:3000/api/tasks/task-001 - 验证获取任务详情", "4. curl -X DELETE http://localhost:3000/api/tasks/task-001 - 验证删除任务" ], "frontend_test_steps": [ "1. 创建长内容生成任务", "2. 验证任务出现在任务列表", "3. 验证任务状态显示（排队/生成中/完成/失败）", "4. 验证可查看任务详情", "5. 验证可取消/删除任务", "6. 验证可恢复中断任务" ] }, { "id": 10, "description": "上下文连贯性引擎", "status": "done", "passes": true, "priority": "high", "phase": "2", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/content/coherence/check -H 'Content-Type: application/json' -d '{\"chapter1\":\"内容...\",\"chapter2\":\"内容...\"}' - 验证章节连贯性检查", "2. curl -X POST http://localhost:3000/api/content/continuity -H 'Content-Type: application/json' -d '{\"previousChapter\":\"上一章内容\",\"nextTopic\":\"下一章主题\"}' - 验证生成衔接段" ], "frontend_test_steps": [ "1. 生成多章节小说", "2. 验证章节之间衔接自然", "3. 验证人物设定前后一致", "4. 验证时间线逻辑正确", "5. 验证自动补充衔接段" ] }, { "id": 11, "description": "敏感词实时检测系统", "status": "done", "passes": true, "priority": "high", "phase": "1", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/sensitive/check -H 'Content-Type: application/json' -d '{\"text\":\"测试文本\"}' - 验证敏感词检测", "2. curl -X POST http://localhost:3000/api/sensitive/check -H 'Content-Type: application/json' -d '{\"text\":\"涉及敏感内容\"}' - 验证敏感词标记", "3. curl http://localhost:3000/api/sensitive/words - 验证获取敏感词库" ], "frontend_test_steps": [ "1. 输入/生成内容时实时检测", "2. 验证敏感词红色高亮", "3. 验证提示建议修改", "4. 验证敏感内容阻止生成", "5. 验证可配置忽略特定词" ] }, { "id": 12, "description": "质量评分系统", "status": "done", "passes": true, "priority": "medium", "phase": "2", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/quality/score -H 'Content-Type: application/json' -d '{\"text\":\"待评分文本\"}' - 验证质量评分", "2. curl http://localhost:3000/api/quality/dimensions - 验证获取评分维度" ], "frontend_test_steps": [ "1. 内容生成完成后验证评分显示", "2. 验证流畅度评分（0-100）", "3. 验证自然度评分", "4. 验证情感一致评分", "5. 验证总分雷达图展示", "6. 验证评分过低时提示优化" ], "quality_metrics": { "fluency": "语言流畅度", "naturalness": "表达自然度", "emotion_consistency": "情感一致性", "topic_adherence": "主题相关性", "structural_integrity": "结构完整性" } }, { "id": 13, "description": "内容优化建议系统", "status": "done", "passes": true, "priority": "medium", "phase": "2", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/content/optimize -H 'Content-Type: application/json' -d '{\"text\":\"待优化文本\",\"target\":\"更生动\"}' - 验证内容优化", "2. curl -X POST http://localhost:3000/api/content/suggest -H 'Content-Type: application/json' -d '{\"text\":\"原文\",\"issue\":\"太平淡\"}' - 验证问题诊断" ], "frontend_test_steps": [ "1. 生成内容后验证优化建议按钮", "2. 点击验证显示优化选项", "3. 选择'更生动'验证优化效果", "4. 验证对比原版和改进版", "5. 验证一键应用优化" ] }, { "id": 14, "description": "多语言生成支持", "status": "done", "passes": true, "priority": "medium", "phase": "2", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/translate/generate -H 'Content-Type: application/json' -d '{\"text\":\"中文文本\",\"targetLang\":\"en\"}' - 验证翻译生成", "2. curl http://localhost:3000/api/languages - 验证获取支持的语言" ], "frontend_test_steps": [ "1. 生成中文内容后验证翻译按钮", "2. 选择目标语言（英语/日语/韩语等）", "3. 验证自动翻译并配音", "4. 验证多语言版本可切换" ], "supported_languages": ["中文", "英语", "日语", "韩语", "法语", "德语", "西班牙语", "葡萄牙语", "俄语", "阿拉伯语"] }, { "id": 15, "description": "背景音乐智能匹配", "status": "done", "passes": true, "priority": "medium", "phase": "1", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/bgm/match -H 'Content-Type: application/json' -d '{\"contentType\":\"小说\",\"mood\":\"紧张\",\"genre\":\"悬疑\"}' - 验证智能匹配BGM", "2. curl http://localhost:3000/api/bgm/recommend?contentId=xxx - 验证内容推荐BGM" ], "frontend_test_steps": [ "1. 生成悬疑小说验证推荐紧张风格BGM", "2. 生成温馨故事验证推荐柔和BGM", "3. 验证可手动更换BGM", "4. 验证BGM与内容同步播放" ] }, { "id": 16, "description": "音效与转场系统", "status": "done", "passes": true, "priority": "medium", "phase": "2", "backend_test_steps": [ "1. curl http://localhost:3000/api/sounds - 验证获取音效列表", "2. curl -X POST http://localhost:3000/api/sounds/apply -H 'Content-Type: application/json' -d '{\"audioId\":\"xxx\",\"soundEffect\":\"新闻开场\"}' - 验证应用音效", "3. curl -X POST http://localhost:3000/api/sounds/transition -H 'Content-Type: application/json' -d '{\"scene1\":\"场景1\",\"scene2\":\"场景2\"}' - 验证转场音效" ], "frontend_test_steps": [ "1. 在小说章节间验证转场音效", "2. 验证不同场景自动匹配音效", "3. 验证可手动添加音效", "4. 验证音效与内容时间轴同步" ] }, { "id": 17, "description": "多角色对话系统", "status": "done", "passes": true, "priority": "medium", "phase": "2", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/dialogue/generate -H 'Content-Type: application/json' -d '{\"characters\":[{\"name\":\"张三\",\"voice\":\"male\"},{\"name\":\"李四\",\"voice\":\"female\"}],\"scenario\":\"商务谈判\"}' - 验证多角色生成", "2. curl -X POST http://localhost:3000/api/dialogue/add -H 'Content-Type: application/json' -d '{\"audioId\":\"xxx\",\"character\":\"张三\",\"line\":\"新对白\"}' - 验证添加对白" ], "frontend_test_steps": [ "1. 创建多角色对话项目", "2. 添加多个角色并分配音色", "3. 输入对话场景", "4. 验证自动生成对话内容", "5. 验证各角色使用不同音色", "6. 验证可编辑调整对话" ] }, { "id": 18, "description": "情感调节引擎", "status": "done", "passes": true, "priority": "medium", "phase": "1", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/emotion/adjust -H 'Content-Type: application/json' -d '{\"text\":\"平静文本\",\"targetEmotion\":\"激动\"}' - 验证情感调整", "2. curl http://localhost:3000/api/emotions - 验证获取情感选项" ], "frontend_test_steps": [ "1. 选择内容情感（开心/悲伤/激动/平静/紧张）", "2. 验证生成内容情感一致", "3. 验证情感强度可调节", "4. 验证不同段落可设置不同情感" ], "emotions": ["开心", "悲伤", "激动", "平静", "紧张", "温柔", "愤怒", "恐惧", "惊讶"] }, { "id": 19, "description": "模板市场系统", "status": "done", "passes": true, "priority": "high", "phase": "1", "backend_test_steps": [ "1. curl http://localhost:3000/api/templates/market - 验证获取市场模板", "2. curl -X POST http://localhost:3000/api/templates -H 'Content-Type: application/json' -d '{\"name\":\"我的模板\",\"type\":\"小说\",\"outline\":\"...\"}' - 验证创建模板", "3. curl -X POST http://localhost:3000/api/templates/template-001/use - 验证使用模板" ], "frontend_test_steps": [ "1. 进入模板市场", "2. 验证模板分类浏览", "3. 验证模板预览", "4. 验证一键使用模板", "5. 验证可创建保存个人模板", "6. 验证模板分享功能" ] }, { "id": 20, "description": "行业专属模板库", "status": "done", "passes": true, "priority": "high", "phase": "1", "backend_test_steps": [ "1. curl http://localhost:3000/api/templates/industry/医疗 - 验证获取医疗模板", "2. curl http://localhost:3000/api/templates/industry/教育 - 验证获取教育模板", "3. curl http://localhost:3000/api/templates/industry/电商 - 验证获取电商模板" ], "frontend_test_steps": [ "1. 选择行业后验证专属模板", "2. 医疗行业验证合规模板", "3. 教育行业验证课件模板", "4. 电商行业验证营销模板", "5. 验证行业术语自动填充" ] }, { "id": 21, "description": "批量内容生成系统", "status": "done", "passes": true, "priority": "medium", "phase": "2", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/batch/upload -F 'file=@products.txt' - 验证批量上传", "2. curl -X POST http://localhost:3000/api/batch/generate -H 'Content-Type: application/json' -d '{\"batchId\":\"batch-001\",\"template\":\"产品介绍\"}' - 验证批量生成", "3. curl http://localhost:3000/api/batch/batch-001/status - 验证批量状态" ], "frontend_test_steps": [ "1. 上传Excel/TXT产品列表", "2. 选择生成模板", "3. 验证批量生成进度", "4. 验证生成结果批量预览", "5. 验证批量下载" ] }, { "id": 22, "description": "内容版本管理系统", "status": "done", "passes": true, "priority": "medium", "phase": "2", "backend_test_steps": [ "1. curl http://localhost:3000/api/versions/content-001 - 验证获取版本历史", "2. curl -X POST http://localhost:3000/api/versions/content-001/snapshot - 验证创建快照", "3. curl -X POST http://localhost:3000/api/versions/content-001/restore/version-003 - 验证恢复版本" ], "frontend_test_steps": [ "1. 内容编辑时验证自动保存", "2. 验证版本历史列表", "3. 验证版本对比功能", "4. 验证一键恢复旧版本", "5. 验证手动创建快照" ] }, { "id": 23, "description": "生成历史与草稿系统", "status": "done", "passes": true, "priority": "medium", "phase": "1", "backend_test_steps": [ "1. curl http://localhost:3000/api/drafts - 验证获取草稿列表", "2. curl -X POST http://localhost:3000/api/drafts -H 'Content-Type: application/json' -d '{\"title\":\"草稿标题\",\"content\":\"...\"}' - 验证保存草稿", "3. curl -X DELETE http://localhost:3000/api/drafts/draft-001 - 验证删除草稿" ], "frontend_test_steps": [ "1. 生成过程中验证自动保存草稿", "2. 验证草稿列表显示", "3. 验证恢复草稿继续生成", "4. 验证草稿过期提醒" ] }, { "id": 24, "description": "一键发布到多平台", "status": "done", "passes": true, "priority": "medium", "phase": "2", "backend_test_steps": [ "1. curl http://localhost:3000/api/platforms - 验证获取发布平台", "2. curl -X POST http://localhost:3000/api/publish/multi -H 'Content-Type: application/json' -d '{\"contentId\":\"xxx\",\"platforms\":[\"xiaohongshu\",\"douyin\"]}' - 验证多平台发布", "3. curl http://localhost:3000/api/publish/status/publish-001 - 验证发布状态" ], "frontend_test_steps": [ "1. 生成完成后验证发布按钮", "2. 选择目标平台（小红书/抖音/公众号等）", "3. 验证自动适配各平台格式", "4. 验证一键发布多平台", "5. 验证发布状态跟踪" ], "platforms": { "内容平台": ["小红书", "抖音", "快手", "微信公众号", "微博", "知乎"], "音频平台": ["喜马拉雅", "荔枝FM", "蜻蜓FM", "网易云音乐"], "视频平台": ["B站", "西瓜视频", "YouTube"], "电商平台": ["淘宝商品详情", "京东商品详情", "拼多多"] } }, { "id": 25, "description": "内容SEO优化系统", "status": "done", "passes": true, "priority": "low", "phase": "3", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/seo/optimize -H 'Content-Type: application/json' -d '{\"title\":\"标题\",\"content\":\"内容\",\"platform\":\"小红书\"}' - 验证SEO优化", "2. curl http://localhost:3000/api/seo/keywords?industry=电商 - 验证获取行业关键词" ], "frontend_test_steps": [ "1. 生成内容后验证SEO优化按钮", "2. 验证关键词推荐", "3. 验证标题优化建议", "4. 验证平台适配优化", "5. 验证一键应用优化" ] }, { "id": 26, "description": "品牌音色定制系统", "status": "done", "passes": true, "priority": "low", "phase": "3", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/voice/brand/train -H 'Content-Type: application/json' -d '{\"name\":\"品牌音色\",\"samples\":[\"sample1.mp3\",\"sample2.mp3\"]}' - 验证音色训练", "2. curl http://localhost:3000/api/voice/brand/status/train-001 - 验证训练状态" ], "frontend_test_steps": [ "1. 进入品牌音色定制", "2. 上传品牌音频样本", "3. 验证训练进度", "4. 验证音色定制完成", "5. 验证品牌音色使用" ] }, { "id": 27, "description": "智能续写系统", "status": "done", "passes": true, "priority": "medium", "phase": "2", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/content/continue -H 'Content-Type: application/json' -d '{\"text\":\"已有内容\",\"direction\":\"延续情节\"}' - 验证智能续写", "2. curl -X POST http://localhost:3000/api/content/continue/options -H 'Content-Type: application/json' -d '{\"text\":\"已有内容\"}' - 验证续写选项" ], "frontend_test_steps": [ "1. 选中内容点击续写", "2. 验证多个续写方向选项", "3. 验证续写内容预览", "4. 验证选择最佳续写", "5. 验证一键应用" ] }, { "id": 28, "description": "内容翻译配音系统", "status": "done", "passes": true, "priority": "medium", "phase": "2", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/translate/voice -H 'Content-Type: application/json' -d '{\"text\":\"中文\",\"targetLang\":\"en\",\"voiceStyle\":\"professional\"}' - 验证翻译并配音" ], "frontend_test_steps": [ "1. 选择内容翻译配音", "2. 选择目标语言和配音风格", "3. 验证自动翻译", "4. 验证翻译后自动配音", "5. 验证多语言版本管理" ] }, { "id": 29, "description": "内容合规检查系统", "status": "done", "passes": true, "priority": "high", "phase": "1", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/compliance/check -H 'Content-Type: application/json' -d '{\"text\":\"内容\",\"industry\":\"医疗\"}' - 验证合规检查", "2. curl http://localhost:3000/api/compliance/rules/医疗 - 验证获取行业规则" ], "frontend_test_steps": [ "1. 生成完成后验证合规检查", "2. 验证显示合规问题列表", "3. 验证问题定位高亮", "4. 验证自动修复建议", "5. 验证通过后允许发布" ] }, { "id": 30, "description": "内容分析报告系统", "status": "done", "passes": true, "priority": "low", "phase": "3", "backend_test_steps": [ "1. curl -X POST http://localhost:3000/api/analytics/report -H 'Content-Type: application/json' -d '{\"contentId\":\"xxx\"}' - 验证生成分析报告", "2. curl http://localhost:3000/api/analytics/content-001 - 验证获取分析数据" ], "frontend_test_steps": [ "1. 内容详情页验证分析报告入口", "2. 验证生成内容分析", "3. 验证阅读时长预估", "4. 验证情感曲线图", "5. 验证关键词词云", "6. 验证下载报告" ] } ], "content_generation_flow": { "step1_intent": { "name": "意图识别", "description": "理解用户需求类型和行业", "input": "用户输入（关键词/描述/主题）", "output": "{type, industry, style, scale}" }, "step2_plan": { "name": "内容规划", "description": "生成结构化大纲和角色设定", "input": "意图识别结果", "output": "{outline, characters, structure}" }, "step3_generate": { "name": "分步生成", "description": "按章节/段落逐步生成内容", "input": "内容大纲", "output": "{chapters[], progress, streaming}" }, "step4_quality": { "name": "质量控制", "description": "敏感词检测、合规检查、质量评分", "input": "生成内容", "output": "{pass, issues[], score}" }, "step5_audio": { "name": "音频合成", "description": "TTS转换、背景音乐、音效", "input": "审核通过内容", "output": "{audioUrl, duration, bgs[]}" }, "step6_publish": { "name": "多平台发布", "description": "格式适配、一键分发", "input": "成品内容", "output": "{status, urls[]}" } }, "industry_templates": { "医疗健康": { "types": ["健康科普", "药品说明", "就医指南", "医学科普", "康复指导"], "compliance": "医疗广告法", "terminology": "医学专业术语" }, "教育培训": { "types": ["课件PPT", "培训教案", "考试题库", "知识科普", "学习方法"], "compliance": "教育规范", "terminology": "教育专业术语" }, "金融服务": { "types": ["产品介绍", "理财建议", "风险提示", "开户指引", "投诉处理"], "compliance": "金融监管", "terminology": "金融专业术语" }, "电子商务": { "types": ["产品详情", "买家秀文案", "促销海报", "客服话术", "直播脚本"], "compliance": "电商法规", "terminology": "营销常用语" }, "法律服务": { "types": ["法律咨询", "案件分析", "合同条款", "诉讼文书", "法律意见书"], "compliance": "律师执业规范", "terminology": "法律专业术语" }, "新闻媒体": { "types": ["新闻播报", "热点评论", "采访提纲", "专题报道", "突发事件"], "compliance": "新闻伦理", "terminology": "新闻专业术语" }, "餐饮美食": { "types": ["菜品介绍", "食谱教程", "餐厅推荐", "美食探店", "烹饪技巧"], "compliance": "食品广告法", "terminology": "美食专业术语" }, "房地产": { "types": ["楼盘介绍", "户型解读", "购房指南", "投资分析", "装修建议"], "compliance": "房产广告规定", "terminology": "房产专业术语" } } }