682 lines
22 KiB
HTML
682 lines
22 KiB
HTML
<!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" />
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<title>GEO 智能文章优化器 | 项目架构展示</title>
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<style>
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:root {
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color-scheme: dark;
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--bg: #08111f;
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--panel: #101b2d;
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--panel-soft: #14243a;
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--line: rgba(148, 163, 184, 0.24);
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--text: #f7fafc;
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--muted: #a8b3c7;
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--soft: #d9e3f0;
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--blue: #45aaf2;
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--green: #2dd4bf;
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--yellow: #f6c65b;
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--red: #f87171;
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--shadow: 0 24px 80px rgba(0, 0, 0, 0.34);
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}
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* {
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box-sizing: border-box;
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}
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body {
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margin: 0;
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background:
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radial-gradient(circle at top left, rgba(69, 170, 242, 0.22), transparent 34rem),
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linear-gradient(180deg, #08111f 0%, #0c1424 48%, #08111f 100%);
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color: var(--text);
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font-family:
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Inter, ui-sans-serif, system-ui, -apple-system, BlinkMacSystemFont, "Segoe UI",
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"PingFang SC", "Microsoft YaHei", sans-serif;
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line-height: 1.65;
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}
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a {
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color: inherit;
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}
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.page {
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width: min(1180px, calc(100% - 40px));
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margin: 0 auto;
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}
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.hero {
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min-height: 72vh;
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display: grid;
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align-items: center;
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padding: 72px 0 52px;
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}
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.eyebrow {
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width: fit-content;
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margin: 0 0 18px;
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padding: 7px 12px;
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border: 1px solid rgba(45, 212, 191, 0.36);
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border-radius: 999px;
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color: #b5fff3;
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background: rgba(45, 212, 191, 0.08);
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font-size: 13px;
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font-weight: 700;
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}
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h1,
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h2,
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h3,
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p {
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margin-top: 0;
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}
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h1 {
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max-width: 880px;
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margin-bottom: 20px;
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font-size: clamp(42px, 7vw, 86px);
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line-height: 1.04;
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letter-spacing: 0;
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}
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.hero-copy {
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max-width: 780px;
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margin-bottom: 30px;
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color: var(--soft);
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font-size: clamp(18px, 2.2vw, 25px);
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}
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.tag-row,
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.metric-row {
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display: flex;
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flex-wrap: wrap;
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gap: 10px;
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}
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.tag {
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padding: 8px 12px;
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border: 1px solid rgba(148, 163, 184, 0.26);
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border-radius: 999px;
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background: rgba(255, 255, 255, 0.05);
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color: #dce8f6;
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font-size: 14px;
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font-weight: 650;
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}
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.metric-row {
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margin-top: 34px;
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}
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.metric {
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min-width: 150px;
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padding: 18px;
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border: 1px solid var(--line);
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border-radius: 8px;
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background: rgba(16, 27, 45, 0.78);
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box-shadow: var(--shadow);
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}
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.metric strong {
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display: block;
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color: var(--green);
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font-size: 28px;
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line-height: 1;
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}
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.metric span {
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display: block;
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margin-top: 8px;
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color: var(--muted);
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font-size: 13px;
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}
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section {
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padding: 58px 0;
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border-top: 1px solid var(--line);
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}
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.section-head {
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display: grid;
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grid-template-columns: minmax(0, 0.92fr) minmax(280px, 0.62fr);
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gap: 36px;
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align-items: end;
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margin-bottom: 28px;
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}
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h2 {
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margin-bottom: 10px;
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font-size: clamp(28px, 4vw, 44px);
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line-height: 1.15;
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letter-spacing: 0;
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}
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.section-head p,
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.section-note {
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color: var(--muted);
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font-size: 16px;
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}
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.grid {
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display: grid;
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gap: 16px;
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}
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.two-col {
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grid-template-columns: repeat(2, minmax(0, 1fr));
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}
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.three-col {
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grid-template-columns: repeat(3, minmax(0, 1fr));
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}
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.card {
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border: 1px solid var(--line);
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border-radius: 8px;
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background: linear-gradient(180deg, rgba(20, 36, 58, 0.92), rgba(16, 27, 45, 0.92));
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box-shadow: 0 18px 52px rgba(0, 0, 0, 0.2);
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}
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.card-pad {
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padding: 20px;
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}
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.card h3 {
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margin-bottom: 8px;
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color: #ffffff;
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font-size: 19px;
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}
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.card p,
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.card li {
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color: var(--muted);
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}
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.problem-list,
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.plain-list {
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margin: 0;
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padding: 0;
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list-style: none;
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}
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.problem-list {
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display: grid;
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grid-template-columns: repeat(2, minmax(0, 1fr));
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gap: 10px;
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}
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.problem-list li,
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.plain-list li {
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position: relative;
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padding-left: 22px;
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}
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.problem-list li::before,
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.plain-list li::before {
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content: "";
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position: absolute;
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left: 0;
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top: 0.78em;
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width: 8px;
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height: 8px;
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border-radius: 999px;
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background: var(--blue);
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box-shadow: 0 0 18px rgba(69, 170, 242, 0.64);
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}
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.solution-card {
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border-color: rgba(45, 212, 191, 0.3);
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background: linear-gradient(180deg, rgba(45, 212, 191, 0.12), rgba(16, 27, 45, 0.9));
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}
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.solution-card .plain-list li::before {
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background: var(--green);
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box-shadow: 0 0 18px rgba(45, 212, 191, 0.66);
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}
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.flow-wrap {
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padding: 22px;
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}
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.flow {
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display: flex;
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flex-wrap: wrap;
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gap: 14px;
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align-items: center;
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}
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.node {
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min-height: 72px;
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flex: 1 1 145px;
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display: grid;
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align-content: center;
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gap: 4px;
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padding: 14px;
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border: 1px solid rgba(148, 163, 184, 0.28);
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border-radius: 8px;
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background: rgba(255, 255, 255, 0.05);
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}
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.node strong {
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color: #ffffff;
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font-size: 15px;
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}
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.node span {
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color: var(--muted);
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font-size: 12px;
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}
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.arrow {
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color: var(--green);
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font-size: 22px;
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font-weight: 800;
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}
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.loop-note {
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margin: 18px 0 0;
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padding: 14px 16px;
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border-left: 3px solid var(--yellow);
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border-radius: 0 8px 8px 0;
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background: rgba(246, 198, 91, 0.1);
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color: #ffe5a6;
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}
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.layer-card {
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display: grid;
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grid-template-columns: 132px minmax(0, 1fr);
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gap: 16px;
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align-items: start;
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}
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code {
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display: inline-block;
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padding: 3px 7px;
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border: 1px solid rgba(148, 163, 184, 0.22);
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border-radius: 6px;
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background: rgba(3, 7, 18, 0.38);
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color: #caf4ff;
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font-family: "SFMono-Regular", Consolas, "Liberation Mono", monospace;
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font-size: 0.92em;
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}
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.badge {
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width: fit-content;
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padding: 6px 9px;
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border-radius: 7px;
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background: rgba(69, 170, 242, 0.13);
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color: #bfe7ff;
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font-weight: 750;
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}
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.highlight {
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min-height: 176px;
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}
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.highlight h3 {
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display: flex;
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gap: 10px;
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align-items: center;
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}
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.index {
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display: inline-grid;
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width: 28px;
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height: 28px;
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place-items: center;
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border-radius: 999px;
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background: rgba(45, 212, 191, 0.16);
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color: var(--green);
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font-size: 13px;
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}
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.qa-strip {
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display: grid;
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grid-template-columns: repeat(3, minmax(0, 1fr));
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gap: 12px;
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margin-top: 18px;
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}
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.qa {
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padding: 14px;
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border-radius: 8px;
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background: rgba(255, 255, 255, 0.05);
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}
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.qa strong {
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display: block;
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margin-bottom: 4px;
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}
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.pass strong {
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color: var(--green);
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}
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.warn strong {
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color: var(--yellow);
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}
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.fail strong {
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color: var(--red);
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}
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.roadmap {
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counter-reset: roadmap;
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}
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.roadmap li {
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position: relative;
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margin-bottom: 12px;
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padding: 16px 16px 16px 54px;
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border: 1px solid var(--line);
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border-radius: 8px;
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background: rgba(255, 255, 255, 0.04);
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color: var(--soft);
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list-style: none;
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}
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.roadmap li::before {
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counter-increment: roadmap;
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content: counter(roadmap);
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position: absolute;
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left: 16px;
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top: 15px;
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display: grid;
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width: 24px;
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height: 24px;
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place-items: center;
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border-radius: 999px;
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background: var(--green);
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color: #05201b;
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font-size: 13px;
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font-weight: 900;
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}
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.footer {
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padding: 40px 0 64px;
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color: var(--muted);
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text-align: center;
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}
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@media (max-width: 860px) {
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.page {
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width: min(100% - 28px, 720px);
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}
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.hero {
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min-height: auto;
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padding-top: 44px;
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}
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.section-head,
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.two-col,
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.three-col,
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.problem-list,
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.qa-strip {
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grid-template-columns: 1fr;
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}
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.layer-card {
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grid-template-columns: 1fr;
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}
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.arrow {
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transform: rotate(90deg);
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}
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}
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</style>
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</head>
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<body>
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<main class="page">
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<section class="hero" aria-labelledby="page-title">
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<div>
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<p class="eyebrow">客户展示版 | Project Architecture Showcase</p>
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<h1 id="page-title">GEO 智能文章优化器</h1>
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<p class="hero-copy">
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一个以事实卡为约束、以质量门禁为闭环的 AI 内容优化工作流。它不是普通改写器，
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而是把“事实确认、内容优化、风险检查、定向修复、交付导出”串成可控流程的本地 MVP。
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</p>
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<div class="tag-row" aria-label="核心能力">
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<span class="tag">事实卡约束</span>
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<span class="tag">多节点 Agent 工作流</span>
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<span class="tag">QA 质量门禁</span>
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<span class="tag">定向重写</span>
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<span class="tag">Markdown / Word / JSON 导出</span>
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</div>
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<div class="metric-row" aria-label="项目指标">
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<div class="metric">
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<strong>10</strong>
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<span>类内容质量门禁</span>
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</div>
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<div class="metric">
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<strong>2</strong>
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<span>轮失败项定向重写</span>
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</div>
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<div class="metric">
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<strong>3</strong>
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<span>种可下载交付物</span>
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</div>
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</div>
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</div>
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</section>
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<section aria-labelledby="problem-title">
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<div class="section-head">
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<div>
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<p class="eyebrow">Why It Matters</p>
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<h2 id="problem-title">先解决客户最担心的内容风险</h2>
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</div>
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<p>
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GEO 内容优化的核心不是“写得更像 AI”，而是让文章在事实、语气、结构和平台适配上更可靠。
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当前项目把常见风险转成可执行的工作流节点和质量检查。
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</p>
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</div>
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<div class="grid two-col">
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<article class="card card-pad">
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<h3>典型问题</h3>
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<ul class="problem-list">
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<li>行业漂移，文章越改越偏。</li>
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<li>公司全称、简称、品牌名不一致。</li>
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<li>图片主题与正文描述不匹配。</li>
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<li>官方文章里出现第三方口吻。</li>
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<li>平台语气和文章类型不匹配。</li>
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<li>标题或正文语义不顺。</li>
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<li>虚构资质、年限、案例或能力。</li>
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<li>产品、服务、年限前后冲突。</li>
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</ul>
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</article>
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<article class="card card-pad solution-card">
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<h3>解决路径</h3>
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<ul class="plain-list">
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<li>先从原文提取候选事实。</li>
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<li>由用户确认或编辑事实卡。</li>
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<li>所有优化都受已确认事实约束。</li>
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<li>优化后运行结构化质量门禁。</li>
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<li>只针对失败项进行定向重写。</li>
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<li>硬性失败清除后再允许导出。</li>
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</ul>
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</article>
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</div>
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</section>
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<section aria-labelledby="workflow-title">
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<div class="section-head">
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<div>
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<p class="eyebrow">Workflow Architecture</p>
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<h2 id="workflow-title">从文章输入到可交付结果的闭环</h2>
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</div>
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<p>
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项目内部拆成多个职责明确的节点。每个节点只处理自己的任务，最终由编排器串联成完整优化流程。
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</p>
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</div>
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<div class="card flow-wrap">
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<div class="flow" aria-label="工作流架构">
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<div class="node"><strong>Article Input</strong><span>标题、正文、图片、平台</span></div>
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<span class="arrow">→</span>
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<div class="node"><strong>InputNormalizer</strong><span>规范化输入结构</span></div>
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<span class="arrow">→</span>
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<div class="node"><strong>FactExtractor</strong><span>提取候选事实卡</span></div>
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<span class="arrow">→</span>
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<div class="node"><strong>UserConfirmedFactCard</strong><span>用户确认硬约束</span></div>
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<span class="arrow">→</span>
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<div class="node"><strong>ArticleOptimizer</strong><span>受约束内容优化</span></div>
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<span class="arrow">→</span>
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<div class="node"><strong>QualityInspector</strong><span>执行 QA 门禁</span></div>
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<span class="arrow">→</span>
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<div class="node"><strong>TargetedRewriter</strong><span>只修复失败项</span></div>
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<span class="arrow">→</span>
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<div class="node"><strong>Exporter</strong><span>导出交付文件</span></div>
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</div>
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<p class="loop-note">
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当质量检查出现硬性失败时，<strong>TargetedRewriter</strong>
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会把失败项送回 <strong>QualityInspector</strong> 复检，最多进行两轮定向修复，避免整篇文章被盲目重写。
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</p>
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</div>
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</section>
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<section aria-labelledby="layers-title">
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<div class="section-head">
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<div>
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<p class="eyebrow">Code Architecture</p>
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<h2 id="layers-title">清晰分层，方便测试、替换与扩展</h2>
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</div>
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<p>
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当前仓库不是把所有逻辑塞进页面，而是把 UI、API、领域模型、工作流、模型供应商和本地存储拆开。
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</p>
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</div>
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<div class="grid two-col">
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<article class="card card-pad layer-card">
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<span class="badge"><code>src/app</code></span>
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<p>Next.js 页面与 API 路由，负责创建任务、确认事实卡、触发优化和下载导出文件。</p>
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</article>
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<article class="card card-pad layer-card">
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<span class="badge"><code>src/components</code></span>
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<p>输入表单、事实卡编辑器、优化预览、QA 报告面板，各自专注一个用户界面区域。</p>
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</article>
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<article class="card card-pad layer-card">
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<span class="badge"><code>src/lib/domain</code></span>
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<p>共享 TypeScript 类型与 Zod 校验，统一文章输入、事实卡、优化结果和质量报告的数据契约。</p>
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</article>
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<article class="card card-pad layer-card">
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<span class="badge"><code>src/lib/workflow</code></span>
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<p>包含规范化、事实提取、文章优化、质量检查、定向重写、导出和编排器，是核心 Agent 流程层。</p>
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</article>
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<article class="card card-pad layer-card">
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<span class="badge"><code>src/lib/llm</code></span>
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<p>隔离 DeepSeek 与 OpenAI-compatible 模型调用，提供统一的文本生成、JSON 生成和供应商状态接口。</p>
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</article>
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<article class="card card-pad layer-card">
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<span class="badge"><code>src/lib/db</code></span>
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<p>本地 SQLite 连接、schema 和 repository，支持任务、事实卡、优化结果和导出记录持久化。</p>
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</article>
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<article class="card card-pad layer-card">
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<span class="badge"><code>tests</code></span>
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<p>Vitest 与 Playwright 覆盖领域校验、数据库、工作流、API 和 MVP 端到端行为。</p>
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</article>
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</div>
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</section>
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<section aria-labelledby="highlights-title">
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<div class="section-head">
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<div>
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<p class="eyebrow">Technical Highlights</p>
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<h2 id="highlights-title">让客户放心的关键设计</h2>
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</div>
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<p>
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这些亮点都来自当前代码结构和产品流程，重点是降低幻觉风险、提高可控性，并保留后续扩展空间。
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</p>
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</div>
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<div class="grid three-col">
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<article class="card card-pad highlight">
|
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<h3><span class="index">1</span>事实先确认</h3>
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<p>候选事实不会自动成为真相。公司名、产品名、行业、年限和核心声明必须进入已确认事实卡后，才会约束后续优化。</p>
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</article>
|
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<article class="card card-pad highlight">
|
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<h3><span class="index">2</span>质量门禁结构化</h3>
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<p>检查结果统一为 <code>pass</code>、<code>warn</code>、<code>fail</code>，硬性失败会阻止导出，避免问题内容直接交付。</p>
|
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</article>
|
|
<article class="card card-pad highlight">
|
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<h3><span class="index">3</span>失败项精准重写</h3>
|
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<p>标题问题改标题，公司名问题改事实一致性，图片问题提示确认；避免一次失败就重新生成整篇文章。</p>
|
|
</article>
|
|
<article class="card card-pad highlight">
|
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<h3><span class="index">4</span>模型供应商可替换</h3>
|
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<p>LLM 调用集中在 provider client，当前支持 DeepSeek 和 OpenAI-compatible 配置，后续可替换模型而不改工作流。</p>
|
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</article>
|
|
<article class="card card-pad highlight">
|
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<h3><span class="index">5</span>本地可演示可测试</h3>
|
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<p>缺少 API Key 时仍有确定性本地 fallback，配合 SQLite 本地存储，适合内网演示、测试和客户评审。</p>
|
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</article>
|
|
<article class="card card-pad highlight">
|
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<h3><span class="index">6</span>导出面向交付</h3>
|
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<p>通过 Markdown / Word / JSON 同时服务人工审稿、客户交付和系统集成，QA 报告也能作为质量依据留档。</p>
|
|
</article>
|
|
</div>
|
|
<div class="qa-strip" aria-label="QA 状态含义">
|
|
<div class="qa pass"><strong>Pass</strong><span>可进入预览与导出。</span></div>
|
|
<div class="qa warn"><strong>Warn</strong><span>允许导出，但提示人工复核。</span></div>
|
|
<div class="qa fail"><strong>Fail</strong><span>触发重写或阻止导出。</span></div>
|
|
</div>
|
|
</section>
|
|
|
|
<section aria-labelledby="boundary-title">
|
|
<div class="section-head">
|
|
<div>
|
|
<p class="eyebrow">MVP Boundary</p>
|
|
<h2 id="boundary-title">边界清楚，才方便下一步投入</h2>
|
|
</div>
|
|
<p>
|
|
当前版本聚焦验证“事实约束 + QA 闭环”的主链路，不提前引入批量队列、权限系统或发布平台集成。
|
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</p>
|
|
</div>
|
|
<div class="grid two-col">
|
|
<article class="card card-pad">
|
|
<h3>当前 MVP 边界</h3>
|
|
<ul class="plain-list">
|
|
<li>仅支持粘贴文本，不直接解析 .docx。</li>
|
|
<li>仅使用本地 SQLite 存储。</li>
|
|
<li>暂无账号权限与多人协作。</li>
|
|
<li>暂无发布平台 API 集成。</li>
|
|
<li>暂无批量队列。</li>
|
|
<li>Word 导出为基础版式。</li>
|
|
</ul>
|
|
</article>
|
|
<article class="card card-pad solution-card">
|
|
<h3>自然扩展方向</h3>
|
|
<ol class="roadmap">
|
|
<li>.docx 解析与模板化 Word 导出。</li>
|
|
<li>多品牌事实卡库与复用策略。</li>
|
|
<li>批量优化队列与任务看板。</li>
|
|
<li>团队审稿、确认和发布审批流程。</li>
|
|
<li>对接官网、媒体号或其他发布平台。</li>
|
|
<li>行业专属质量门禁与规则包。</li>
|
|
</ol>
|
|
</article>
|
|
</div>
|
|
</section>
|
|
|
|
<section aria-labelledby="summary-title">
|
|
<div class="section-head">
|
|
<div>
|
|
<p class="eyebrow">Customer Takeaway</p>
|
|
<h2 id="summary-title">这套架构的价值</h2>
|
|
</div>
|
|
<p>
|
|
它把 AI 内容生成从“不可控的一次性改写”变成“可确认、可检查、可修复、可交付”的工程化流程。
|
|
</p>
|
|
</div>
|
|
<div class="card card-pad">
|
|
<p class="section-note">
|
|
对客户来说，这意味着更低的事实风险、更清晰的质量依据和更稳定的交付结果。
|
|
对技术团队来说，这意味着每个节点都可以独立测试、替换和扩展，后续接入更多模型、更多规则和更多发布场景时，
|
|
不需要推翻当前主流程。
|
|
</p>
|
|
</div>
|
|
</section>
|
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</main>
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<footer class="footer">
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