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 モデル</text>
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<text x="16.0" y="117" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">LLM が Diff 記述を出力:</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="11" fill="#333333" text-anchor="start" dominant-baseline="central">→ 小モデルが位置特定して適用</text>
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<rect x="14.0" y="229" width="160" height="80" rx="3" fill="#ffffff" stroke="#999999" stroke-width="2"/>
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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">利点：関心の分離</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="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">欠点：わずかなズレで位置</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">ずれが発生</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="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">旧文字列 → 新文字列</text>
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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="11" fill="#333333" text-anchor="start" dominant-baseline="central">→ 厳密な文字列マッチで置換</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">利点：予測可能で曖昧さが</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">ない</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">欠点：大量削除では全文出</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">力が必要</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="14" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">行番号による位置指定</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="11" fill="#333333" text-anchor="start" dominant-baseline="central">42〜43 行目を削除して挿入:</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="11" fill="#333333" text-anchor="start" dominant-baseline="central">→ 行番号で正確な範囲を指定</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">利点：大規模な操作で効率</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">的</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">欠点：長いファイルでは行</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">番号がずれやすい</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 風コマンド</text>
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<rect x="544.0" y="101" width="168" height="99" rx="3" fill="#f5f5f5" stroke="#999999" stroke-width="2"/>
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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 (42 行目へジャンプ)</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 (単語を置換)</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 (行を削除)</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 (コピー／貼り付け)</text>
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<text x="550.0" y="185" font-family="'Courier New', Courier, monospace" font-size="11" fill="#333333" text-anchor="start" dominant-baseline="central">→ 豊富な編集セマンティクス</text>
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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">利点：移動／再編成が効率</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">的</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">欠点：弱いモデルではエラ</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">ーが増える</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">先頭・末尾マッチ</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="11" fill="#333333" text-anchor="start" dominant-baseline="central">→ 境界だけで位置特定できる</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">利点：全文出力なしで大量</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">削除</text>
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<text x="806.0" 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">欠点：境界の組み合わせが</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">行番号による位置指定</text>
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