add 3 atoms: title suffix discovery + 50-60c golden range + script/LLM dual-layer
Browse files- 知识库/原子库/atoms.jsonl +3 -0
知识库/原子库/atoms.jsonl
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@@ -36,3 +36,6 @@
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{"id": "2026Q2_036", "knowledge": "非同质化内容 3 特征（独特 + 具体 + 真实）= AI 时代取胜关键。E-E-A-T 第一个 E (Experience) 在 AI 时代被放大。范例：generic「kitchen design trends」vs 具体「Why I refused marble countertop for a family of 5: stain test with grape juice」", "source": "Google Toronto 2026-04", "date": "2026-04-29", "topics": ["content", "eeat", "experience"], "skills": ["gr-blog-post"], "type": "principle", "confidence": "high"}
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{"id": "2026Q2_037", "knowledge": "AI Overviews 让 SEO 流量减少 ~40% 但访客质量提升（停留时长更长，转化更高）。新指标方向：销售 / 注册 / 参与度（scroll depth, read time）而非 sessions", "source": "Google 2026-04", "date": "2026-04-29", "topics": ["analytics", "ai-overviews", "quality-traffic"], "skills": ["gr-seo-patrol"], "type": "insight", "confidence": "high"}
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{"id": "2026Q2_038", "knowledge": "GEO Schema 完整套装：Article + FAQPage + HowTo + Organization + BreadcrumbList + Product (where applicable)。Bing 站长工具 GEO 优化建议 4 维度：内容结构 + 索引规范 + 结构化数据 + Schema 质量", "source": "Bing SEO Week 2026", "date": "2026-04-29", "topics": ["schema", "structured-data", "geo"], "skills": ["gr-geo-cite", "gr-blog-post"], "type": "method", "confidence": "high"}
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{"id": "2026Q2_036", "knowledge": "非同质化内容 3 特征（独特 + 具体 + 真实）= AI 时代取胜关键。E-E-A-T 第一个 E (Experience) 在 AI 时代被放大。范例：generic「kitchen design trends」vs 具体「Why I refused marble countertop for a family of 5: stain test with grape juice」", "source": "Google Toronto 2026-04", "date": "2026-04-29", "topics": ["content", "eeat", "experience"], "skills": ["gr-blog-post"], "type": "principle", "confidence": "high"}
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{"id": "2026Q2_037", "knowledge": "AI Overviews 让 SEO 流量减少 ~40% 但访客质量提升（停留时长更长，转化更高）。新指标方向：销售 / 注册 / 参与度（scroll depth, read time）而非 sessions", "source": "Google 2026-04", "date": "2026-04-29", "topics": ["analytics", "ai-overviews", "quality-traffic"], "skills": ["gr-seo-patrol"], "type": "insight", "confidence": "high"}
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{"id": "2026Q2_038", "knowledge": "GEO Schema 完整套装：Article + FAQPage + HowTo + Organization + BreadcrumbList + Product (where applicable)。Bing 站长工具 GEO 优化建议 4 维度：内容结构 + 索引规范 + 结构化数据 + Schema 质量", "source": "Bing SEO Week 2026", "date": "2026-04-29", "topics": ["schema", "structured-data", "geo"], "skills": ["gr-geo-cite", "gr-blog-post"], "type": "method", "confidence": "high"}
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{"id": "2026Q2_039", "knowledge": "Jekyll layout `<title>` 加 \" | Site Name\" 后缀 = 全站每页浪费 20 字符。43 篇 title >70c 中 20 篇仅靠移除后缀就达标。Layout-level fix = 1 commit, 20+ pages improved", "source": "2026-05-07 全站审计", "date": "2026-05-07", "topics": ["seo", "ctr", "jekyll", "layout"], "skills": ["gr-blog-post", "gr-seo-patrol"], "type": "lesson", "confidence": "high"}
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{"id": "2026Q2_040", "knowledge": "SEO title 黄金区间 50-60 字符；70 字符是 Google SERP 硬截断阈值。Mobile SERP 更短（55 chars）。CTR 重写时要平衡 long-tail keyword + 长度，不能只为关键词堆词", "source": "JeffLi1993/seo-audit-skill 验证", "date": "2026-05-07", "topics": ["seo", "ctr", "title-length"], "skills": ["gr-blog-post"], "type": "principle", "confidence": "high"}
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{"id": "2026Q2_041", "knowledge": "Script + LLM 双层架构 (JeffLi1993/seo-audit-skill 模式): Python scripts 输出 JSON envelope {status, detail, llm_review_required}, LLM 仅处理语义判断。可降低 hallucination 风险，提高一致性。HARD RULE whitelist 强制约束 LLM 输出范围", "source": "seo-audit-skill 设计模式", "date": "2026-05-07", "topics": ["skill-design", "architecture", "anti-hallucination"], "skills": ["gr-seo-patrol", "gr-geo-cite", "gr-blog-post"], "type": "method", "confidence": "high"}
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