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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<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"> "Cancel order #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="8" fill="#333333" text-anchor="start" dominant-baseline="central"> → Agent did not inform user of the reason</text>
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<text x="320" y="100" font-family="'Courier New', Courier, monospace" font-size="9.5" fill="#333333" text-anchor="start" dominant-baseline="central">Input: trace + architecture document + 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">Analysis dimensions:</text>
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<text x="320" y="142" font-family="'Courier New', Courier, monospace" font-size="8" fill="#333333" text-anchor="start" dominant-baseline="central"> - Whether the execution flow meets expectations</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"> - Whether tool calls are correct</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"> - Whether error handling is appropriate</text>
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<text x="320" y="184" font-family="'Courier New', Courier, monospace" font-size="9" fill="#333333" text-anchor="start" dominant-baseline="central"> - Whether user experience is satisfactory</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">→ Locate the deviating step and module</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">Problem report:</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"> Priority: P1 (User Churn Risk)</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"> Module: cancellation_handler</text>
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<text x="628" y="154" font-family="'Courier New', Courier, monospace" font-size="6" fill="#333333" text-anchor="start" dominant-baseline="central"> Description: After cancellation failure, no explanation of</text>
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<text x="628" y="168" font-family="'Courier New', Courier, monospace" font-size="6.5" fill="#333333" text-anchor="start" dominant-baseline="central"> the reason and alternatives is provided to the user</text>
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<text x="628" y="182" font-family="'Courier New', Courier, monospace" font-size="8" fill="#333333" text-anchor="start" dominant-baseline="central"> Suggestion: Add failure reason explanation</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"> and guidance to purchase insurance</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"> """Trajectory #001, Round 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"> # Replay: User requests cancellation of economy class</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"> "Cancel Order #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"> # Verify: Should explain the reason</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 "insurance" 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 "alternative" 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"> # Verify: Should not directly return an error</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="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: Cancellation failure lacks</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"> user guidance" \</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 "**Problem**: Agent directly</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"> returns an error after cancel_order</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"> failure, without explaining the reason...</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"> **Trajectory**: #001 Round 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"> **Test**: 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="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">Integrate with GitHub via MCP · Test framework auto-replay verification</text>
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