.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .main-content[data-astro-cid-yo5q5fqc]{padding-top:72px}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .breadcrumb-section[data-astro-cid-yo5q5fqc]{background:var(--color-bg-light);padding:1rem 0;border-bottom:1px solid rgba(75,85,99,.3)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .breadcrumb[data-astro-cid-yo5q5fqc]{display:flex;align-items:center;gap:.5rem;font-size:.875rem;color:var(--color-text-muted)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .breadcrumb[data-astro-cid-yo5q5fqc] a[data-astro-cid-yo5q5fqc]{color:var(--color-primary);text-decoration:none;transition:color var(--transition-fast)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .breadcrumb[data-astro-cid-yo5q5fqc] a[data-astro-cid-yo5q5fqc]:hover{color:var(--color-primary-dark)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .breadcrumb[data-astro-cid-yo5q5fqc] .separator[data-astro-cid-yo5q5fqc]{color:var(--color-text-muted)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .breadcrumb[data-astro-cid-yo5q5fqc] .current[data-astro-cid-yo5q5fqc]{color:var(--color-text);font-weight:500}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .hero-section[data-astro-cid-yo5q5fqc]{background:linear-gradient(135deg,var(--color-bg) 0%,var(--color-bg-light) 100%);padding:4rem 0;position:relative;overflow:hidden}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .hero-section[data-astro-cid-yo5q5fqc]:before{content:"";position:absolute;inset:0;background:radial-gradient(circle at 50% 50%,rgba(59,130,246,.1)0,transparent 50%);pointer-events:none}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .hero-content[data-astro-cid-yo5q5fqc]{text-align:center;max-width:800px;margin:0 auto;position:relative;z-index:1}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .hero-title[data-astro-cid-yo5q5fqc]{font-size:3.5rem;font-weight:800;margin-bottom:1.5rem;line-height:1.1}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .hero-description[data-astro-cid-yo5q5fqc]{font-size:1.25rem;color:var(--color-text-muted);margin-bottom:3rem;line-height:1.6}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .hero-features[data-astro-cid-yo5q5fqc]{display:flex;justify-content:center;gap:2rem;flex-wrap:wrap}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .feature-item[data-astro-cid-yo5q5fqc]{display:flex;align-items:center;gap:.5rem;color:var(--color-text-muted);font-weight:500}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .feature-icon[data-astro-cid-yo5q5fqc]{width:1.5rem;height:1.5rem;color:var(--color-primary);flex-shrink:0}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .sr-only[data-astro-cid-yo5q5fqc]{position:absolute;width:1px;height:1px;padding:0;margin:-1px;overflow:hidden;clip:rect(0,0,0,0);white-space:nowrap;border:0}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .introduction-section[data-astro-cid-yo5q5fqc]{padding:5rem 0;background:var(--color-bg)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .introduction-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc]{font-size:2.5rem;font-weight:700;text-align:center;margin-bottom:3rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .intro-grid[data-astro-cid-yo5q5fqc]{display:grid;grid-template-columns:2fr 1fr;gap:3rem;align-items:center}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .intro-text[data-astro-cid-yo5q5fqc] p[data-astro-cid-yo5q5fqc]{font-size:1.125rem;line-height:1.7;margin-bottom:1.5rem;color:var(--color-text-muted)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .ai-diagram[data-astro-cid-yo5q5fqc]{background:var(--color-bg-light);padding:2rem;border-radius:1rem;border:1px solid rgba(75,85,99,.3)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .diagram-title[data-astro-cid-yo5q5fqc]{font-size:1.25rem;font-weight:600;text-align:center;margin-bottom:2rem;color:var(--color-primary)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .process-flow[data-astro-cid-yo5q5fqc]{display:flex;flex-direction:column;gap:1rem;align-items:center}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .process-step[data-astro-cid-yo5q5fqc]{display:flex;align-items:center;gap:1rem;padding:1rem;background:var(--color-bg);border-radius:.5rem;border:1px solid rgba(75,85,99,.3);width:100%}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .step-icon[data-astro-cid-yo5q5fqc]{font-size:1.5rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .step-text[data-astro-cid-yo5q5fqc]{font-weight:500}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .arrow[data-astro-cid-yo5q5fqc]{font-size:1.5rem;color:var(--color-primary);font-weight:700}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .how-it-works-section[data-astro-cid-yo5q5fqc]{padding:5rem 0;background:var(--color-bg-light)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .how-it-works-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc]{font-size:2.5rem;font-weight:700;text-align:center;margin-bottom:3rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .steps-grid[data-astro-cid-yo5q5fqc]{display:grid;grid-template-columns:repeat(2,1fr);gap:2rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .step-card[data-astro-cid-yo5q5fqc]{background:var(--color-bg);padding:2rem;border-radius:1rem;border:1px solid rgba(75,85,99,.3);position:relative}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .step-number[data-astro-cid-yo5q5fqc]{position:absolute;top:-1rem;left:2rem;background:linear-gradient(135deg,var(--color-primary),var(--color-secondary));color:#fff;width:2rem;height:2rem;border-radius:50%;display:flex;align-items:center;justify-content:center;font-weight:700;font-size:1.125rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .step-content[data-astro-cid-yo5q5fqc] h3[data-astro-cid-yo5q5fqc]{font-size:1.5rem;font-weight:600;margin-bottom:1rem;margin-top:1rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .step-content[data-astro-cid-yo5q5fqc] p[data-astro-cid-yo5q5fqc]{color:var(--color-text-muted);line-height:1.6;margin-bottom:1.5rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .step-content[data-astro-cid-yo5q5fqc] ul[data-astro-cid-yo5q5fqc]{list-style:none;padding:0}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .step-content[data-astro-cid-yo5q5fqc] li[data-astro-cid-yo5q5fqc]{padding:.5rem 0 .5rem 1.5rem;position:relative;color:var(--color-text-muted)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .step-content[data-astro-cid-yo5q5fqc] li[data-astro-cid-yo5q5fqc]:before{content:"•";color:var(--color-primary);font-weight:700;position:absolute;left:0}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .benefits-section[data-astro-cid-yo5q5fqc]{padding:5rem 0;background:var(--color-bg)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .benefits-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc]{font-size:2.5rem;font-weight:700;text-align:center;margin-bottom:3rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .benefits-grid[data-astro-cid-yo5q5fqc]{display:grid;grid-template-columns:repeat(3,1fr);gap:2rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .benefit-card[data-astro-cid-yo5q5fqc]{background:var(--color-bg-light);padding:2rem;border-radius:1rem;border:1px solid rgba(75,85,99,.3);text-align:center;transition:transform var(--transition-normal),box-shadow var(--transition-normal)}@media (hover:hover) and (pointer:fine){.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .benefit-card[data-astro-cid-yo5q5fqc]:hover{transform:translateY(-4px);box-shadow:0 10px 25px #0003}}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .benefit-icon[data-astro-cid-yo5q5fqc]{font-size:3rem;margin-bottom:1rem;display:block}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .benefit-card[data-astro-cid-yo5q5fqc] h3[data-astro-cid-yo5q5fqc]{font-size:1.25rem;font-weight:600;margin-bottom:1rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .benefit-card[data-astro-cid-yo5q5fqc] p[data-astro-cid-yo5q5fqc]{color:var(--color-text-muted);line-height:1.6}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .technical-section[data-astro-cid-yo5q5fqc]{padding:5rem 0;background:var(--color-bg-light)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .technical-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc]{font-size:2.5rem;font-weight:700;text-align:center;margin-bottom:3rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .technical-grid[data-astro-cid-yo5q5fqc]{display:grid;grid-template-columns:1fr;gap:2rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .technical-card[data-astro-cid-yo5q5fqc]{background:var(--color-bg);padding:2rem;border-radius:1rem;border:1px solid rgba(75,85,99,.3)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .technical-card[data-astro-cid-yo5q5fqc] h3[data-astro-cid-yo5q5fqc]{font-size:1.5rem;font-weight:600;margin-bottom:1rem;color:var(--color-primary)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .technical-card[data-astro-cid-yo5q5fqc] p[data-astro-cid-yo5q5fqc]{color:var(--color-text-muted);line-height:1.6;margin-bottom:1.5rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .code-example[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .metrics-list[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .optimization-details[data-astro-cid-yo5q5fqc]{background:var(--color-bg-light);padding:1.5rem;border-radius:.5rem;border:1px solid rgba(75,85,99,.3)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .code-example[data-astro-cid-yo5q5fqc] h4[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .metrics-list[data-astro-cid-yo5q5fqc] h4[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .optimization-details[data-astro-cid-yo5q5fqc] h4[data-astro-cid-yo5q5fqc]{font-size:1.125rem;font-weight:600;margin-bottom:1rem;color:var(--color-text)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .code-example[data-astro-cid-yo5q5fqc] ul[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .metrics-list[data-astro-cid-yo5q5fqc] ul[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .optimization-details[data-astro-cid-yo5q5fqc] ul[data-astro-cid-yo5q5fqc]{list-style:none;padding:0}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .code-example[data-astro-cid-yo5q5fqc] li[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .metrics-list[data-astro-cid-yo5q5fqc] li[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .optimization-details[data-astro-cid-yo5q5fqc] li[data-astro-cid-yo5q5fqc]{padding:.5rem 0;color:var(--color-text-muted)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .code-example[data-astro-cid-yo5q5fqc] strong[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .metrics-list[data-astro-cid-yo5q5fqc] strong[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .optimization-details[data-astro-cid-yo5q5fqc] strong[data-astro-cid-yo5q5fqc]{color:var(--color-primary)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .applications-section[data-astro-cid-yo5q5fqc]{padding:5rem 0;background:var(--color-bg)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .applications-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc]{font-size:2.5rem;font-weight:700;text-align:center;margin-bottom:3rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .applications-grid[data-astro-cid-yo5q5fqc]{display:grid;grid-template-columns:1fr;gap:2rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .application-card[data-astro-cid-yo5q5fqc]{background:var(--color-bg-light);padding:2rem;border-radius:1rem;border:1px solid rgba(75,85,99,.3)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .app-header[data-astro-cid-yo5q5fqc]{display:flex;justify-content:space-between;align-items:center;margin-bottom:1rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .app-header[data-astro-cid-yo5q5fqc] h3[data-astro-cid-yo5q5fqc]{font-size:1.5rem;font-weight:600;color:var(--color-primary)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .difficulty[data-astro-cid-yo5q5fqc]{background:var(--color-primary);color:#fff;padding:.25rem .75rem;border-radius:1rem;font-size:.875rem;font-weight:500}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .application-card[data-astro-cid-yo5q5fqc] p[data-astro-cid-yo5q5fqc]{color:var(--color-text-muted);line-height:1.6;margin-bottom:1.5rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .app-features[data-astro-cid-yo5q5fqc]{margin-bottom:1.5rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .app-features[data-astro-cid-yo5q5fqc] h4[data-astro-cid-yo5q5fqc]{font-size:1.125rem;font-weight:600;margin-bottom:1rem;color:var(--color-text)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .app-features[data-astro-cid-yo5q5fqc] ul[data-astro-cid-yo5q5fqc]{list-style:none;padding:0}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .app-features[data-astro-cid-yo5q5fqc] li[data-astro-cid-yo5q5fqc]{padding:.5rem 0 .5rem 1.5rem;position:relative;color:var(--color-text-muted)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .app-features[data-astro-cid-yo5q5fqc] li[data-astro-cid-yo5q5fqc]:before{content:"✓";color:var(--color-primary);font-weight:700;position:absolute;left:0}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .app-example[data-astro-cid-yo5q5fqc]{background:var(--color-bg);padding:1rem;border-radius:.5rem;border-left:4px solid var(--color-primary);font-style:italic;color:var(--color-text-muted)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .app-example[data-astro-cid-yo5q5fqc] strong[data-astro-cid-yo5q5fqc]{color:var(--color-primary);font-style:normal}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .comparison-section[data-astro-cid-yo5q5fqc]{padding:5rem 0;background:var(--color-bg-light)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .comparison-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc]{font-size:2.5rem;font-weight:700;text-align:center;margin-bottom:3rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .comparison-table[data-astro-cid-yo5q5fqc]{background:var(--color-bg);border-radius:1rem;border:1px solid rgba(75,85,99,.3);overflow:hidden}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .table-header[data-astro-cid-yo5q5fqc]{display:grid;grid-template-columns:2fr 2fr 2fr;background:var(--color-primary);color:#fff;font-weight:600;padding:1rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .table-row[data-astro-cid-yo5q5fqc]{display:grid;grid-template-columns:2fr 2fr 2fr;padding:1rem;border-bottom:1px solid rgba(75,85,99,.3);align-items:center}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .table-row[data-astro-cid-yo5q5fqc]:last-child{border-bottom:none}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .feature-col[data-astro-cid-yo5q5fqc]{font-weight:600;color:var(--color-text)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .traditional-col[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .ai-col[data-astro-cid-yo5q5fqc]{display:flex;align-items:center;gap:.5rem;color:var(--color-text-muted)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .status[data-astro-cid-yo5q5fqc]{font-size:1.25rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .status[data-astro-cid-yo5q5fqc].positive{color:#10b981}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .status[data-astro-cid-yo5q5fqc].negative{color:#ef4444}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .status[data-astro-cid-yo5q5fqc].neutral{color:#f59e0b}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .faq-section[data-astro-cid-yo5q5fqc]{padding:5rem 0;background:var(--color-bg)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .faq-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc]{font-size:2.5rem;font-weight:700;text-align:center;margin-bottom:3rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .faq-grid[data-astro-cid-yo5q5fqc]{display:grid;grid-template-columns:repeat(2,1fr);gap:2rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .faq-item[data-astro-cid-yo5q5fqc]{background:var(--color-bg-light);padding:2rem;border-radius:1rem;border:1px solid rgba(75,85,99,.3)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .faq-item[data-astro-cid-yo5q5fqc] h3[data-astro-cid-yo5q5fqc]{font-size:1.25rem;font-weight:600;margin-bottom:1rem;color:var(--color-primary)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .faq-item[data-astro-cid-yo5q5fqc] p[data-astro-cid-yo5q5fqc]{color:var(--color-text-muted);line-height:1.6}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .getting-started-section[data-astro-cid-yo5q5fqc]{padding:5rem 0;background:var(--color-bg-light)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .getting-started-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc]{font-size:2.5rem;font-weight:700;text-align:center;margin-bottom:3rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .getting-started-grid[data-astro-cid-yo5q5fqc]{display:grid;grid-template-columns:repeat(3,1fr);gap:2rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .getting-started-grid[data-astro-cid-yo5q5fqc] .step-card[data-astro-cid-yo5q5fqc]{background:var(--color-bg);padding:2rem;border-radius:1rem;border:1px solid rgba(75,85,99,.3);text-align:center;transition:transform var(--transition-normal),box-shadow var(--transition-normal)}@media (hover:hover) and (pointer:fine){.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .getting-started-grid[data-astro-cid-yo5q5fqc] .step-card[data-astro-cid-yo5q5fqc]:hover{transform:translateY(-4px);box-shadow:0 10px 25px #0003}}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .getting-started-grid[data-astro-cid-yo5q5fqc] .step-icon[data-astro-cid-yo5q5fqc]{font-size:3rem;margin-bottom:1rem;display:block}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .getting-started-grid[data-astro-cid-yo5q5fqc] .step-card[data-astro-cid-yo5q5fqc] h3[data-astro-cid-yo5q5fqc]{font-size:1.25rem;font-weight:600;margin-bottom:1rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .getting-started-grid[data-astro-cid-yo5q5fqc] .step-card[data-astro-cid-yo5q5fqc] p[data-astro-cid-yo5q5fqc]{color:var(--color-text-muted);line-height:1.6;margin-bottom:1.5rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .step-links[data-astro-cid-yo5q5fqc]{display:flex;flex-direction:column;gap:.5rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .step-link[data-astro-cid-yo5q5fqc]{color:var(--color-primary);text-decoration:none;font-weight:500;padding:.5rem 1rem;border-radius:.25rem;transition:background-color var(--transition-fast)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .step-link[data-astro-cid-yo5q5fqc]:hover{background-color:#3b82f61a}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .step-link[data-astro-cid-yo5q5fqc].primary{background:var(--color-primary);color:#fff}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .step-link[data-astro-cid-yo5q5fqc].primary:hover{background:var(--color-primary-dark)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .cta-section[data-astro-cid-yo5q5fqc]{background:linear-gradient(135deg,var(--color-bg-light) 0%,var(--color-bg) 100%);padding:5rem 0}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .cta-content[data-astro-cid-yo5q5fqc]{text-align:center;max-width:600px;margin:0 auto}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .cta-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc]{font-size:2.5rem;font-weight:700;margin-bottom:1.5rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .cta-content[data-astro-cid-yo5q5fqc] p[data-astro-cid-yo5q5fqc]{font-size:1.125rem;color:var(--color-text-muted);margin-bottom:2.5rem;line-height:1.6}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .cta-buttons[data-astro-cid-yo5q5fqc]{display:flex;gap:1rem;justify-content:center;flex-wrap:wrap}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .btn[data-astro-cid-yo5q5fqc]{display:inline-flex;align-items:center;gap:.5rem;padding:.875rem 2rem;border-radius:.5rem;font-weight:600;text-decoration:none;transition:all var(--transition-normal);border:2px solid transparent;min-width:44px;min-height:44px}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .btn[data-astro-cid-yo5q5fqc]:focus-visible{outline:2px solid var(--color-primary);outline-offset:2px}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .btn-primary[data-astro-cid-yo5q5fqc]{background:linear-gradient(135deg,var(--color-primary),var(--color-secondary));color:#fff}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .btn-outline[data-astro-cid-yo5q5fqc]{border-color:var(--color-primary);color:var(--color-primary)}@media (hover:hover) and (pointer:fine){.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .btn-primary[data-astro-cid-yo5q5fqc]:hover{transform:translateY(-2px);box-shadow:0 10px 25px #3b82f64d}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .btn-outline[data-astro-cid-yo5q5fqc]:hover{background:var(--color-primary);color:#fff;transform:translateY(-2px)}}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .btn-icon[data-astro-cid-yo5q5fqc]{width:1rem;height:1rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .related-section[data-astro-cid-yo5q5fqc]{padding:5rem 0;background:var(--color-bg)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .related-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc]{font-size:2.5rem;font-weight:700;text-align:center;margin-bottom:3rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .related-grid[data-astro-cid-yo5q5fqc]{display:grid;grid-template-columns:repeat(3,1fr);gap:2rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .related-card[data-astro-cid-yo5q5fqc]{background:var(--color-bg-light);padding:2rem;border-radius:1rem;border:1px solid rgba(75,85,99,.3);text-align:center;transition:transform var(--transition-normal),box-shadow var(--transition-normal)}@media (hover:hover) and (pointer:fine){.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .related-card[data-astro-cid-yo5q5fqc]:hover{transform:translateY(-4px);box-shadow:0 10px 25px #0003}}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .related-icon[data-astro-cid-yo5q5fqc]{font-size:3rem;margin-bottom:1rem;display:block}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .related-card[data-astro-cid-yo5q5fqc] h3[data-astro-cid-yo5q5fqc]{font-size:1.25rem;font-weight:600;margin-bottom:1rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .related-card[data-astro-cid-yo5q5fqc] p[data-astro-cid-yo5q5fqc]{color:var(--color-text-muted);line-height:1.6;margin-bottom:1.5rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .related-link[data-astro-cid-yo5q5fqc]{color:var(--color-primary);text-decoration:none;font-weight:600;transition:color var(--transition-fast)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .related-link[data-astro-cid-yo5q5fqc]:hover{color:var(--color-primary-dark)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .tradingview-section[data-astro-cid-yo5q5fqc]{padding:5rem 0;background:var(--color-bg-light)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .tradingview-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc]{font-size:2.5rem;font-weight:700;text-align:center;margin-bottom:2rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .platform-intro[data-astro-cid-yo5q5fqc]{text-align:center;max-width:800px;margin:0 auto 3rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .platform-intro[data-astro-cid-yo5q5fqc] p[data-astro-cid-yo5q5fqc]{font-size:1.125rem;color:var(--color-text-muted);line-height:1.6}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .tradingview-grid[data-astro-cid-yo5q5fqc]{display:grid;grid-template-columns:repeat(3,1fr);gap:2rem;margin-bottom:3rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .platform-card[data-astro-cid-yo5q5fqc]{background:var(--color-bg);padding:2rem;border-radius:1rem;border:1px solid rgba(75,85,99,.3)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .platform-card[data-astro-cid-yo5q5fqc] h3[data-astro-cid-yo5q5fqc]{font-size:1.5rem;font-weight:600;margin-bottom:1rem;color:var(--color-primary)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .platform-card[data-astro-cid-yo5q5fqc] p[data-astro-cid-yo5q5fqc]{color:var(--color-text-muted);line-height:1.6;margin-bottom:1.5rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .best-practices[data-astro-cid-yo5q5fqc]{background:var(--color-bg);padding:2rem;border-radius:1rem;border:1px solid rgba(75,85,99,.3)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .best-practices[data-astro-cid-yo5q5fqc] h3[data-astro-cid-yo5q5fqc]{font-size:1.5rem;font-weight:600;margin-bottom:2rem;text-align:center;color:var(--color-primary)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .practices-grid[data-astro-cid-yo5q5fqc]{display:grid;grid-template-columns:repeat(2,1fr);gap:2rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .practice-item[data-astro-cid-yo5q5fqc] h4[data-astro-cid-yo5q5fqc]{font-size:1.125rem;font-weight:600;margin-bottom:.5rem;color:var(--color-text)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .practice-item[data-astro-cid-yo5q5fqc] p[data-astro-cid-yo5q5fqc]{color:var(--color-text-muted);line-height:1.6}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .regime-detection-section[data-astro-cid-yo5q5fqc]{padding:5rem 0;background:var(--color-bg)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .regime-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc]{font-size:2.5rem;font-weight:700;text-align:center;margin-bottom:2rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .regime-intro[data-astro-cid-yo5q5fqc]{text-align:center;max-width:800px;margin:0 auto 3rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .regime-intro[data-astro-cid-yo5q5fqc] p[data-astro-cid-yo5q5fqc]{font-size:1.125rem;color:var(--color-text-muted);line-height:1.6}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .regime-grid[data-astro-cid-yo5q5fqc]{display:grid;grid-template-columns:repeat(2,1fr);gap:2rem;margin-bottom:3rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .regime-card[data-astro-cid-yo5q5fqc]{background:var(--color-bg-light);padding:2rem;border-radius:1rem;border:1px solid rgba(75,85,99,.3)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .regime-card[data-astro-cid-yo5q5fqc] h3[data-astro-cid-yo5q5fqc]{font-size:1.5rem;font-weight:600;margin-bottom:1.5rem;color:var(--color-primary)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .regime-characteristics[data-astro-cid-yo5q5fqc] h4[data-astro-cid-yo5q5fqc]{font-size:1.125rem;font-weight:600;margin-bottom:1rem;margin-top:1.5rem;color:var(--color-text)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .regime-characteristics[data-astro-cid-yo5q5fqc] ul[data-astro-cid-yo5q5fqc]{list-style:none;padding:0;margin-bottom:1rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .regime-characteristics[data-astro-cid-yo5q5fqc] li[data-astro-cid-yo5q5fqc]{padding:.5rem 0 .5rem 1.5rem;position:relative;color:var(--color-text-muted)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .regime-characteristics[data-astro-cid-yo5q5fqc] li[data-astro-cid-yo5q5fqc]:before{content:"•";color:var(--color-primary);font-weight:700;position:absolute;left:0}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .regime-detection-process[data-astro-cid-yo5q5fqc]{background:var(--color-bg-light);padding:2rem;border-radius:1rem;border:1px solid rgba(75,85,99,.3);margin-bottom:3rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .regime-detection-process[data-astro-cid-yo5q5fqc] h3[data-astro-cid-yo5q5fqc]{font-size:1.5rem;font-weight:600;margin-bottom:2rem;text-align:center;color:var(--color-primary)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .detection-steps[data-astro-cid-yo5q5fqc]{display:grid;grid-template-columns:repeat(2,1fr);gap:2rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .detection-step[data-astro-cid-yo5q5fqc]{display:flex;align-items:flex-start;gap:1rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .detection-step[data-astro-cid-yo5q5fqc] .step-icon[data-astro-cid-yo5q5fqc]{font-size:2rem;flex-shrink:0}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .detection-step[data-astro-cid-yo5q5fqc] h4[data-astro-cid-yo5q5fqc]{font-size:1.125rem;font-weight:600;margin-bottom:.5rem;color:var(--color-text)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .detection-step[data-astro-cid-yo5q5fqc] p[data-astro-cid-yo5q5fqc]{color:var(--color-text-muted);line-height:1.6}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .regime-benefits[data-astro-cid-yo5q5fqc]{background:var(--color-bg-light);padding:2rem;border-radius:1rem;border:1px solid rgba(75,85,99,.3)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .regime-benefits[data-astro-cid-yo5q5fqc] h3[data-astro-cid-yo5q5fqc]{font-size:1.5rem;font-weight:600;margin-bottom:2rem;text-align:center;color:var(--color-primary)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .benefits-list[data-astro-cid-yo5q5fqc]{display:grid;grid-template-columns:repeat(2,1fr);gap:2rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .benefit-item[data-astro-cid-yo5q5fqc] h4[data-astro-cid-yo5q5fqc]{font-size:1.125rem;font-weight:600;margin-bottom:.5rem;color:var(--color-text)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .benefit-item[data-astro-cid-yo5q5fqc] p[data-astro-cid-yo5q5fqc]{color:var(--color-text-muted);line-height:1.6}@media (max-width:768px){.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .hero-title[data-astro-cid-yo5q5fqc]{font-size:2.5rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .hero-description[data-astro-cid-yo5q5fqc]{font-size:1.125rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .hero-features[data-astro-cid-yo5q5fqc]{gap:1rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .feature-item[data-astro-cid-yo5q5fqc]{font-size:.875rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .intro-grid[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .steps-grid[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .benefits-grid[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .faq-grid[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .getting-started-grid[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .related-grid[data-astro-cid-yo5q5fqc]{grid-template-columns:1fr}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .comparison-table[data-astro-cid-yo5q5fqc]{display:block}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .table-header[data-astro-cid-yo5q5fqc]{position:absolute;left:-10000px;top:auto;width:1px;height:1px;overflow:hidden}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .table-row[data-astro-cid-yo5q5fqc]{display:block;border:1px solid rgba(75,85,99,.3);border-radius:.5rem;margin-bottom:1rem;padding:1rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .table-row[data-astro-cid-yo5q5fqc]>div[data-astro-cid-yo5q5fqc]{display:block;text-align:left;margin-bottom:.5rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .feature-col[data-astro-cid-yo5q5fqc]{font-weight:700;font-size:1.1rem;margin-bottom:1rem;border-bottom:1px solid rgba(75,85,99,.3);padding-bottom:.5rem}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .traditional-col[data-astro-cid-yo5q5fqc]:before{content:"Traditional Indicators: ";font-weight:600;color:var(--color-text)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .ai-col[data-astro-cid-yo5q5fqc]:before{content:"AI Clustering: ";font-weight:600;color:var(--color-text)}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .cta-buttons[data-astro-cid-yo5q5fqc]{flex-direction:column;align-items:center}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .btn[data-astro-cid-yo5q5fqc]{width:100%;max-width:300px;justify-content:center}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .tradingview-grid[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .practices-grid[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .regime-grid[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .detection-steps[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .benefits-list[data-astro-cid-yo5q5fqc]{grid-template-columns:1fr}.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .introduction-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .how-it-works-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .benefits-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .technical-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .tradingview-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .regime-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .applications-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .comparison-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .faq-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .getting-started-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .related-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc],.ai-clustering-guide-page[data-astro-cid-yo5q5fqc] .cta-content[data-astro-cid-yo5q5fqc] h2[data-astro-cid-yo5q5fqc]{font-size:2rem}}