amazon-sorftime-research-keywords-skill亚马逊关键词深度调研与智能分类分析。基于 Sorftime MCP 数据采集 2000+ 关键词，通过 LLM Agent 按 8 维度智能分类（否定词、品牌词、材质词、场景词、属性词、功能词、核心词、其他），生成 Markdown 报告、CSV 词库和 HTML 仪表板。触发方式：/keyword-resear...
Install via ClawdBot CLI:
clawdbot install liangdabiao/amazon-sorftime-research-keywords-skillGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://mcp.sorftime.com?key={API_KEY}Calls external URL not in known-safe list
https://mcp.sorftime.com?key={API_KEY}AI Analysis
The skill interacts with a documented external API (sorftime.com) for keyword research data collection, which is consistent with its stated purpose. While external API calls present a low risk of data exfiltration, there is no evidence of credential harvesting, hidden instructions, or obfuscated malicious behavior. The API key appears to be for service authentication rather than user data collection.
Audited Apr 16, 2026 · audit v1.0
Generated May 7, 2026
PPC广告专家使用本技能快速获取ASIN相关的2000+关键词，并按8维智能分类，自动生成否定词、品牌词、核心词等分组，从而精准调整广告投放策略，提升ACOS。
产品开发或运营人员在新品上架前，通过输入竞品ASIN或类似产品ASIN，系统化采集流量词、竞品词、类目词及长尾词，确定产品核心关键词布局，优化Listing标题和Search Terms。
运营人员输入竞品ASIN，获取竞品在流量词和布局词上的排名数据，通过分类了解竞品的关键词覆盖重点和广告打法，辅助制定差异化竞争策略。
内容营销人员利用技能输出的关键词分类列表，为站外博客、社交媒体帖子和产品推广文章选择高匹配度的关键词，提高外部流量转化率。
数据分析师一键运行工作流，自动生成Markdown分析报告、CSV词库和HTML仪表板，将2000+关键词的8维分类结果可视化，便于团队决策和分享。
为亚马逊卖家提供PPC广告代运营服务时，将此关键词调研技能作为增值服务，每月出具深度关键词报告与分类建议，提升服务价值和客户粘性。
将本技能集成到电商SaaS平台（如ERP、选品工具），作为付费插件或高级功能，以API调用次数或月费计费。
以本技能为核心内容，开设亚马逊关键词调研与广告优化线上课程或企业内训，教授如何利用自动化工具提升运营效率。
💬 Integration Tip
在使用前需申请Sorftime MCP API密钥并配置环境变量，同时建议具备基础Python命令行知识以运行workflow.py脚本。
Scored May 7, 2026
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