amazon-ops-agentsAI-driven multi-agent system for Amazon sellers offering product research, listing optimization, ad management, inventory, pricing, review, brand protection,...
Install via ClawdBot CLI:
clawdbot install wangm-a3/amazon-ops-agentsGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Accesses sensitive credential files or environment variables
$openaiSends data to undocumented external endpoint (potential exfiltration)
POST → http://localhost:8080/api/v1/executePotentially destructive shell commands in tool definitions
rm -rf /Calls external URL not in known-safe list
https://img.shields.io/github/stars/yunlü-agent/amazon-ops-agentsGenerated Sep 10, 2026
卖家准备在美国站推出一款新款无线蓝牙耳机，需要从选品验证、关键词调研、Listing标题五点优化到A+页面内容生成的一站式策略建议。该技能通过ProductResearchAgent、KeywordResearchAgent、ListingOptimizerAgent和AContentGeneratorAgent四个维度协同输出可落地的上架方案。
卖家发现Sponsored Products广告活动ACOS连续两周超过35%，利润被严重侵蚀。通过PPCManagerAgent和SponsoredAdsAgent分析投放结构、竞价策略和预算分配，输出降低ACOS至25%以下的优化建议及ROI测算参考。
新品上架后收到2星差评导致转化率骤降，卖家需要紧急的差评回复话术、评论趋势分析以及VINE绿标计划申请指导以快速积累早期评论。ReviewMonitorAgent和VINEProgramAgent提供情感分析、回复模板和催评策略建议。
旺季前夕卖家库存可维持天数降至14天，面临断货风险。通过InventoryPlannerAgent和FbaManagerAgent进行安全库存计算、补货节奏规划、IPI指标优化和FBA费用分析，输出避免断货与冗余库存的平衡方案。
卖家发现黄金购物车被恶意跟卖者抢占，BuyBox占有率跌破60%。HijackerDetectorAgent和BrandRegistryAgent提供异常标记识别、赶跟卖测试购买思路、品牌注册2.0指导以及侵权投诉方案建议。
按月订阅提供基础版599元、专业版2999元、企业版29999元三档服务，分别对应5个、15个、20个分析维度的策略建议能力。低门槛基础版吸引中小卖家试用，高价位企业版面向品牌方和代运营机构提供定制咨询服务。
向跨境电商代运营公司和咨询服务商批量授权，使其能够以AI策略顾问身份服务多个卖家客户。代运营机构可将20个分析维度的输出打包进自身服务套餐，提升人效和方案专业度。
通过公开的市场趋势分析和基础策略建议吸引跨境卖家试用，建立信任后引导升级至专业版解锁全链路分析和第三方工具接入参考。免费版作为漏斗入口，付费版提供广告优化、品牌保护和跨渠道归因等高价值能力。
💬 Integration Tip
直接以自然语言对话调用即可，无需账号授权或API配置；建议将输出结果与Helium 10/Keepa实际数据交叉验证后再做决策，并定期通过反馈迭代优化策略建议。
Scored Sep 10, 2026
Uses known external API (expected, informational)
api.anthropic.comAudited Apr 25, 2026 · audit v1.0
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