ai-agent-book 精选快照（<2MB 代码与文档，来自 github.com/bojieli/ai-agent-book）
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<rect x="20" y="60" width="250" height="160" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
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<text x="145" y="82" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">① 日誌採集</text>
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<text x="38" y="112" font-family="'Courier New', Courier, monospace" font-size="9" fill="#333333" text-anchor="start" dominant-baseline="central">trajectory_001.json:</text>
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<text x="38" y="126" font-family="'Courier New', Courier, monospace" font-size="9" fill="#333333" text-anchor="start" dominant-baseline="central"> {"role":"user","content":</text>
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<text x="38" y="140" font-family="'Courier New', Courier, monospace" font-size="9" fill="#333333" text-anchor="start" dominant-baseline="central"> "取消訂單 #12345"}</text>
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<text x="38" y="154" font-family="'Courier New', Courier, monospace" font-size="9" fill="#333333" text-anchor="start" dominant-baseline="central"> {"role":"assistant",</text>
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<text x="38" y="168" font-family="'Courier New', Courier, monospace" font-size="9" fill="#333333" text-anchor="start" dominant-baseline="central"> "tool_call":"cancel_order"}</text>
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<text x="38" y="182" font-family="'Courier New', Courier, monospace" font-size="9" fill="#333333" text-anchor="start" dominant-baseline="central"> {"role":"tool","result":</text>
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<text x="38" y="196" font-family="'Courier New', Courier, monospace" font-size="9" fill="#333333" text-anchor="start" dominant-baseline="central"> "ERROR: no insurance"}</text>
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<text x="38" y="210" font-family="'Courier New', Courier, monospace" font-size="9" fill="#333333" text-anchor="start" dominant-baseline="central"> → Agent 未告知使用者原因</text>
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<rect x="310" y="60" width="260" height="160" rx="6" fill="#ffffff" stroke="#333333" stroke-width="2" stroke-dasharray="8,4"/>
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<text x="440" y="82" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">② LLM 分析</text>
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<text x="320" y="100" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">輸入: 軌跡 + 架構文件 + PRD</text>
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<text x="320" y="114" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"></text>
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<text x="320" y="128" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">分析維度:</text>
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<text x="320" y="142" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> - 執行流程是否符合預期</text>
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<text x="320" y="156" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> - 工具呼叫是否正確</text>
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<text x="320" y="170" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> - 錯誤處理是否得當</text>
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<text x="320" y="184" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> - 使用者體驗是否滿意</text>
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<text x="320" y="198" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"></text>
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<text x="320" y="212" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">→ 定位偏差環節和模組</text>
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<text x="735" y="82" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">③ 結構化報告</text>
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<text x="628" y="112" font-family="'Courier New', Courier, monospace" font-size="9" fill="#333333" text-anchor="start" dominant-baseline="central">問題報告:</text>
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<text x="628" y="126" font-family="'Courier New', Courier, monospace" font-size="9" fill="#333333" text-anchor="start" dominant-baseline="central"> 優先順序: P1 (使用者流失風險)</text>
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<text x="628" y="140" font-family="'Courier New', Courier, monospace" font-size="9" fill="#333333" text-anchor="start" dominant-baseline="central"> 模組: cancellation_handler</text>
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<text x="628" y="154" font-family="'Courier New', Courier, monospace" font-size="9" fill="#333333" text-anchor="start" dominant-baseline="central"> 描述: 取消失敗後未向</text>
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<text x="628" y="168" font-family="'Courier New', Courier, monospace" font-size="9" fill="#333333" text-anchor="start" dominant-baseline="central"> 使用者解釋原因和替代方案</text>
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<text x="628" y="182" font-family="'Courier New', Courier, monospace" font-size="9" fill="#333333" text-anchor="start" dominant-baseline="central"> 建議: 新增失敗原因說明</text>
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<text x="628" y="196" font-family="'Courier New', Courier, monospace" font-size="9" fill="#333333" text-anchor="start" dominant-baseline="central"> 和購買保險的引導</text>
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<text x="245" y="282" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">④ 迴歸測試用例生成</text>
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<text x="78" y="312" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">def test_cancel_no_insurance():</text>
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<text x="78" y="326" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> """軌跡 #001, 輪次 3-5"""</text>
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<text x="78" y="340" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> # 重放: 使用者請求取消經濟艙</text>
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<text x="78" y="354" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> resp = agent.run(</text>
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<text x="78" y="368" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> "取消訂單 #12345")</text>
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<text x="78" y="382" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> # 驗證: 應解釋原因</text>
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<text x="78" y="396" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> assert "保險" in resp.text</text>
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<text x="78" y="410" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> assert "替代方案" in resp.text</text>
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<text x="78" y="424" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> # 驗證: 不應直接報錯</text>
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<text x="78" y="438" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> assert "ERROR" not in resp.text</text>
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<text x="660" y="282" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">⑤ GitHub Issue 自動建立</text>
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<text x="488" y="312" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central">gh issue create \</text>
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<text x="488" y="326" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> --title "P1: 取消失敗缺少</text>
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<text x="488" y="340" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> 使用者引導" \</text>
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<text x="488" y="354" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> --body "**問題**: Agent 在</text>
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<text x="488" y="368" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> cancel_order 失敗後直接</text>
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<text x="488" y="382" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> 返回錯誤，未解釋原因...</text>
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<text x="488" y="396" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> **軌跡**: #001 輪次 3-5</text>
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<text x="488" y="410" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> **測試**: test_cancel_..." \</text>
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<text x="488" y="424" font-family="'Courier New', Courier, monospace" font-size="10" fill="#333333" text-anchor="start" dominant-baseline="central"> --assignee @backend-team</text>
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<text x="440.0" y="460" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="bold">端到端自動化：日誌 → 分析 → 報告 → 測試 → Issue</text>
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<text x="440.0" y="480" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#ffffff" text-anchor="middle" dominant-baseline="central" font-weight="normal">透過 MCP 對接 GitHub · 測試框架自動重放驗證</text>
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<text x="440.0" y="530" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="bold">將人工診斷成本從小時級降低到分鐘級</text>
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