docs: add architecture, workflow and delivery documents
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<!DOCTYPE html>
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<html lang="zh-CN">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>雅文内容创造工作台 · 流程图 v4</title>
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<script src="https://cdn.jsdelivr.net/npm/mermaid@11/dist/mermaid.min.js"></script>
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<style>
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body { background:#0f1117; color:#e6e6e6; font-family:"Microsoft YaHei",system-ui,sans-serif; margin:0; padding:24px; }
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h1 { text-align:center; font-size:22px; color:#fff; margin-bottom:4px; }
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.sub { text-align:center; color:#888; font-size:13px; margin-bottom:28px; }
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.card { background:#1a1d27; border:1px solid #2a2e3d; border-radius:12px; padding:20px 16px; margin-bottom:28px; }
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.card h2 { font-size:16px; color:#ffd479; margin:0 0 14px 8px; }
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.mermaid { display:flex; justify-content:center; overflow-x:auto; }
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.tag { display:inline-block; background:#2a2e3d; color:#9aa4bf; font-size:12px; padding:2px 10px; border-radius:10px; margin-left:8px; font-weight:normal;}
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footer { text-align:center; color:#555; font-size:12px; margin-top:16px; }
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</style>
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</head>
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<body>
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<h1>雅文内容创造工作台 · 流程图 v4</h1>
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<div class="sub">开放画布 + RAG知识库 + 26内容标签 + 锚点卡契约 + 记忆人工确认｜2026-08-25</div>
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<div class="card">
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<h2>图1 · RAG 知识库建库管道 <span class="tag">导入即建，全自动</span></h2>
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<pre class="mermaid">
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flowchart LR
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F["素材文件<br/>docx / srt / md / txt / json / 导图"] --> P1["① 导入<br/>拖拽上传+进度条"]
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P1 --> P2["② 格式解析<br/>docx提取正文 / srt去时间戳 / json结构抽取"]
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P2 --> P3["③ 清洗<br/>去空行/提词备注/字幕断句合并"]
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P3 --> P4["④ 分块<br/>标题感知+语义边界 400-600字 重叠15%<br/>元数据：库/文件/章节/序号"]
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P4 --> P5["⑤ 向量化<br/>BGE-M3 本地Embedding（离线，数据不出本机）"]
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P5 --> P6["⑥ 入库<br/>ChromaDB collection=知识库（天然隔离）"]
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P6 --> P7["⑦ 检索测试页<br/>输入query验证命中质量"]
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style P6 fill:#1d3557
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</pre>
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</div>
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<div class="card">
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<h2>图2 · Agent 取料（混合检索+引用溯源）</h2>
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<pre class="mermaid">
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flowchart TD
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A["生产Agent 生成请求"] --> Q["query构造<br/>任务切片+上游锚点卡+检索意图"]
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Q --> H{"混合检索<br/>只在挂接的collection内"}
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H -->|"向量 top-k"| V["BGE-M3 语义相似度"]
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H -->|"关键词 top-k"| K["BM25 精确命中<br/>（技法名/产品名/暗语）"]
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V --> M["合并去重"]
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K --> M
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M --> R["可选：rerank重排"]
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R --> S["引用溯源<br/>每条带：库/文件/章节/原文块/相似度"]
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S --> INJ["注入Agent上下文<br/>（后台标注来源，正文不出现'知识库里说'）"]
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INJ --> OUT["段产物"]
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OUT --> QC["质检一键核对引用<br/>选中一句→看引用→对证原文"]
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QC -->|"查无来源=FAIL"| A
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style QC fill:#6d597a
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</pre>
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</div>
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<div class="card">
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<h2>图3 · 知识库隔离与 Agent 挂接</h2>
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<pre class="mermaid">
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flowchart TB
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subgraph KB["📚 知识库（ChromaDB collection 物理隔离）"]
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C1["风格档案库"]
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C2["产品知识库"]
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C3["直播原文库（73场SRT）"]
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C4["备稿库（99篇）"]
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C5["你建的库：青蛇白蛇素材库"]
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end
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subgraph AG["Agent 挂接（多选）"]
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PA["产品销售Agent<br/>☑风格档案 ☑产品知识库"]
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JA["技法Agent<br/>☑风格档案 ☑直播原文库"]
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end
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C1 --> PA
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C2 --> PA
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C1 --> JA
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C3 --> JA
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PA -.->|"查不到"| X["原文库/青蛇库"]
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JA -.->|"查不到"| Y["产品库"]
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</pre>
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</div>
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<div class="card">
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<h2>图4 · Agent 关系画布（顺序可改/单独启停/任意连线）</h2>
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<pre class="mermaid">
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flowchart LR
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M["主控Agent"] --> A["开场 ●"]
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A --> X1["心法Agent1 ●"]
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A -.->|"可选"| X2["心法Agent2 ○停用"]
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X1 --> J1["技法Agent1 ●"]
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X1 --> J2["技法Agent2 ● 并行"]
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X1 --> G["功法 ●"]
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J1 --> P["产品销售 ●"]
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J2 --> V["画面 ●"]
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G --> S["场景 ●"]
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V --> E["收尾 ●"]
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S --> E
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P --> E
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E --> H["钩子 ●"]
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H --> CM["组合Agent"]
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style X2 fill:#444,color:#999,stroke-dasharray: 5 5
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</pre>
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</div>
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<div class="card">
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<h2>图5 · 内容标签体系（26个 / 6大类 / ★核心13个）</h2>
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<pre class="mermaid">
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flowchart LR
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subgraph 结构["结构类"]
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A1["开场★"]; A2["转场"]; A3["收尾★"]; A4["钩子★"]; A5["预告"]
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end
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subgraph 内容["内容类"]
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B1["心法★"]; B2["痛点★"]; B3["动机铺垫★"]; B4["案例★"]; B5["见证"]
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B6["冷知识"]; B7["金句★"]; B8["共鸣"]
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end
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subgraph 技法["技法类"]
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C1["技法★"]; C2["功法★"]; C3["跟练★"]; C4["安全提示"]
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end
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subgraph 产品["产品类"]
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D1["产品销售★"]; D2["产品体验★"]; D3["产品回指"]
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end
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subgraph 表现["表现类"]
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E1["画面★"]; E2["场景★"]; E3["情绪"]; E4["氛围"]; E5["互动"]
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end
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subgraph 辅助["辅助类"]
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F1["答疑"]; F2["双主播"]; F3["毛边"]; F4["仪式"]
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end
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</pre>
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</div>
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<div class="card">
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<h2>图6 · 模型管理（每个 Agent 可选不同模型）<span class="tag">新增</span></h2>
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<pre class="mermaid">
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flowchart LR
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subgraph 模型池["模型注册（OpenAI 兼容，可同时挂多个）"]
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M1["🟦 DeepSeek<br/>deepseek-chat / R1"]
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M2["🟩 硅基流动 / 智谱GLM"]
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M3["🟧 Kimi / 通义"]
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M4["⬜ 本地 Ollama"]
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end
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subgraph 画布["画布节点（每Agent独立选模型）"]
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A1["主控Agent 🟦DeepSeek-R1<br/>（强推理：拆解/调度）"]
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A2["心法Agent 🟩GLM<br/>（文风对比）"]
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A3["画面Agent 🟧Kimi<br/>（文风对比）"]
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A4["质检Agent 🟦DeepSeek-R1<br/>（严格规则执行）"]
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A5["组合Agent 🟦长上下文<br/>（拼装+总检读全稿）"]
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end
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M1 --> A1
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M1 --> A4
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M1 --> A5
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M2 --> A2
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M3 --> A3
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</pre>
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</div>
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<div class="card">
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<h2>图7 · 节点状态机 <span class="tag">每个Agent工作状态清晰可见</span></h2>
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<pre class="mermaid">
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flowchart LR
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P["待派发 🟦灰"] --> R["生成中 🟦蓝<br/>（显示模型+已耗时）"]
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R --> Q["质检中 🟡黄<br/>（显示第几道）"]
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Q --> H["待人工审查 🟣紫"]
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H -->|"✅通过"| A["已通过 🟢绿"]
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H -->|"🔁打回"| RW["打回重做 🟠橙<br/>（显示第几轮）"]
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RW --> R
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R -->|"生成失败"| F["⚠️失败 🔴红<br/>（点击看原因）"]
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Q -->|"质检FAIL"| RW
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F -->|"人工修复后重跑"| R
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F -->|"人工跳过"| SK["跳过 ⬜灰斜线"]
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F -->|"停用节点"| D["停用 ⬛暗"]
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P -->|"上游停用"| SK
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style F fill:#7f1d1d,color:#fff
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style A fill:#14532d,color:#fff
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</pre>
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</div>
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<div class="card">
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<h2>图8 · 失败处理闭环 <span class="tag">生成不出来 → 必提醒人工</span></h2>
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<pre class="mermaid">
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flowchart TD
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FAIL["Agent 生成失败"] --> RETRY{"可自动重试？<br/>超时/限流/截断"}
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RETRY -->|"是（最多2次）"| R1["指数退避重试"]
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R1 -->|"成功"| OK["✅ 继续流程"]
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R1 -->|"仍失败"| MAN
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RETRY -->|"否（拒审/Key错误/余额不足）"| MAN["🔴 转人工<br/>节点红标+通知中心提醒<br/>（不静默、不假装成功）"]
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MAN --> PANEL["失败处理面板<br/>失败Agent/模型/错误原文/调用日志/输入上下文"]
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PANEL --> ACT["人工修复动作"]
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ACT -->|"🔁重试"| R1
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ACT -->|"🔄换模型"| M2["换模型重跑"]
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ACT -->|"📝改规则"| R2["改rules.md重跑"]
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ACT -->|"✂️调任务切片"| R3["改写段描述重跑"]
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ACT -->|"⏭️跳过"| SK["跳过（组合注明缺段）"]
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ACT -->|"⏸️停用"| D["停用节点"]
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ACT --> MEM["填修复原因 → 记忆建议<br/>→ 待确认池 → 沉淀防复发"]
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style MAN fill:#7f1d1d,color:#fff
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style MEM fill:#6d597a
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</pre>
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</div>
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<footer>雅文内容创造工作台 v4 · RAG知识库版 · 2026-08-25</footer>
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</body>
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</html>
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