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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<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333"/></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999"/></marker></defs>
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<text x="94.0" y="74" 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="bold">Diff + Apply Model</text>
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<text x="16.0" y="117" font-family="'Courier New', Courier, monospace" font-size="9" fill="#333333" text-anchor="start" dominant-baseline="central">LLM Output Diff Description:</text>
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<text x="16.0" y="134" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">- def foo(x):</text>
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<text x="16.0" y="151" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">- return x</text>
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<text x="16.0" y="168" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">+ def foo(x, y=0):</text>
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<text x="16.0" y="185" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">+ return x + y</text>
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<text x="16.0" y="202" font-family="'Courier New', Courier, monospace" font-size="7.5" fill="#333333" text-anchor="start" dominant-baseline="central">→ Small Model Locates and Applies</text>
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<text x="94.0" y="244.2" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Advantage: Separation of</text>
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<text x="94.0" y="258.36" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Concerns</text>
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<text x="94.0" y="272.52000000000004" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Disadvantage: Minor</text>
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<text x="94.0" y="286.68000000000006" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Deviation Causes</text>
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<text x="94.0" y="300.8400000000001" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Misalignment</text>
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<text x="272.0" y="74" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Old String → New String</text>
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<rect x="188.0" y="101" width="168" height="99" rx="3" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
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<text x="194.0" y="117" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">old: "def foo(x):\n</text>
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<text x="194.0" y="134" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central"> return x"</text>
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<text x="194.0" y="151" font-family="'Courier New', Courier, monospace" font-size="10.5" fill="#333333" text-anchor="start" dominant-baseline="central">new: "def foo(x, y=0):\n</text>
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<text x="194.0" y="168" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central"> return x + y"</text>
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<text x="194.0" y="185" font-family="'Courier New', Courier, monospace" font-size="8" fill="#333333" text-anchor="start" dominant-baseline="central">→ Exact String Match Replacement</text>
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<rect x="192.0" y="229" width="160" height="80" rx="3" fill="#ffffff" stroke="#999999" stroke-width="2"/>
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<text x="272.0" y="244.2" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Advantage: Predictable,</text>
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<text x="272.0" y="258.36" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Unambiguous</text>
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<text x="272.0" y="272.52000000000004" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Disadvantage: Large</text>
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<text x="272.0" y="286.68000000000006" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Deletions Require Full</text>
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<text x="272.0" y="300.8400000000001" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Output</text>
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<text x="450.0" y="74" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="13.5" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Line Number Positioning</text>
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<rect x="366.0" y="101" width="168" height="99" rx="3" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
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<text x="372.0" y="117" font-family="'Courier New', Courier, monospace" font-size="9.5" fill="#333333" text-anchor="start" dominant-baseline="central">Delete lines 42-43, insert:</text>
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<text x="372.0" y="134" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central"> def foo(x, y=0):</text>
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<text x="372.0" y="151" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central"> return x + y</text>
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<text x="372.0" y="168" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central"></text>
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<text x="372.0" y="185" font-family="'Courier New', Courier, monospace" font-size="7" fill="#333333" text-anchor="start" dominant-baseline="central">→ Line Number Specifies Exact Range</text>
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<rect x="370.0" y="229" width="160" height="80" rx="3" fill="#ffffff" stroke="#999999" stroke-width="2"/>
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<text x="450.0" y="244.2" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Advantage: Efficient for</text>
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<text x="450.0" y="258.36" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Large Operations</text>
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<text x="450.0" y="272.52000000000004" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Disadvantage: Line</text>
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<text x="450.0" y="286.68000000000006" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Numbers Error-Prone in</text>
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<text x="450.0" y="300.8400000000001" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Long Files</text>
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<text x="628.0" y="74" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Vim-like Commands</text>
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<text x="550.0" y="117" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">42G (Jump to line 42)</text>
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<text x="550.0" y="134" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">cw (Replace word)</text>
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<text x="550.0" y="151" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">dd (Delete line)</text>
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<text x="550.0" y="168" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">yy/p (Copy/Paste)</text>
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<text x="550.0" y="185" font-family="'Courier New', Courier, monospace" font-size="10.5" fill="#333333" text-anchor="start" dominant-baseline="central">→ Rich editing semantics</text>
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<rect x="548.0" y="229" width="160" height="80" rx="3" fill="#ffffff" stroke="#999999" stroke-width="2"/>
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<text x="628.0" y="244.2" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Advantage: Efficient</text>
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<text x="628.0" y="258.36" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">move/reorganize</text>
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<text x="628.0" y="272.52000000000004" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Disadvantage: Weak</text>
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<text x="628.0" y="286.68000000000006" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">models produce more</text>
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<text x="628.0" y="300.8400000000001" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">errors</text>
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<text x="806.0" y="74" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">Head-tail matching</text>
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<text x="728.0" y="117" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">start: "def foo(x):"</text>
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<text x="728.0" y="134" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">end: " return x"</text>
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<text x="728.0" y="151" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">new: "def foo(x, y=0):</text>
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<text x="728.0" y="168" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central"> return x + y"</text>
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<text x="728.0" y="185" font-family="'Courier New', Courier, monospace" font-size="8" fill="#333333" text-anchor="start" dominant-baseline="central">→ Only need boundaries to locate</text>
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<text x="806.0" y="244.2" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">Advantage: Large deletion</text>
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<text x="806.0" y="258.36" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">without full output</text>
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<text x="450.0" y="355" 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">Actual adoption</text>
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<text x="240" y="393" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="end" dominant-baseline="central" font-weight="bold">Old→New</text>
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<text x="454.0" y="393" 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">Claude Code</text>
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<text x="240" y="431" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="end" dominant-baseline="central" font-weight="bold">Line Number Positioning</text>
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<text x="240" y="469" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="end" dominant-baseline="central" font-weight="bold">Diff + Apply</text>
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<text x="240" y="507" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#333333" text-anchor="end" dominant-baseline="central" font-weight="bold">Head-tail matching</text>
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</svg>
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