Bytesagain Ecom Ops

这是一款AI驱动的电商运营优化工具，支持Shopify、亚马逊等多平台。核心功能涵盖营销归因、广告ROI计算、库存补货推荐、定价优化、客户留存分析、转化漏斗诊断等。用户通过命令行传入销售、广告、库存等数据，即可获取对应分析报告与运营优化方案，适用于电商商家日常运营决策。

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热度 49.91

最近更新 2026-05-11 17:40:29

分类：数据依赖：代码执行应用场景：数据处理 / 市场分析 / 报告撰写 / 财务 ...

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add bytesagain-ecom-ops

Metadata

name: bytesagain-ecom-ops
description: Optimize e-commerce operations with AI. Input: sales data, ad spend, inventory levels. Output: attribution analysis, ad ROI report, inventory reorder plan, pricing recommendations.
version: 1.0.0
author: BytesAgain
tags: ["ecommerce","shopify","marketing","attribution","inventory","pricing","operations"]

Ecom Ops

Optimize e-commerce operations with AI-powered analysis. Covers marketing attribution, ad spend ROI, inventory planning, and pricing strategy for Shopify and multi-channel stores.

Commands

attribution

Analyze marketing channel attribution and ROAS.

bash scripts/script.sh attribution --channels "google:5000,meta:3000,email:500,organic:2000" --revenue 18000

roi

Calculate ad campaign ROI and recommend budget allocation.

bash scripts/script.sh roi --spend 8000 --revenue 18000 --cogs-pct 40 --platform shopify

inventory

Generate reorder recommendations based on sales velocity.

bash scripts/script.sh inventory --product "SKU-001" --current-stock 120 --daily-sales 15 --lead-days 14

pricing

Analyze pricing strategy and suggest optimizations.

bash scripts/script.sh pricing --cost 25 --current-price 79 --competitor-price 69 --margin-target 60

cohort

Analyze customer cohort retention and LTV.

bash scripts/script.sh cohort --new-customers 500 --month1-retained 210 --month3-retained 95 --avg-order 85

funnel

Analyze conversion funnel and identify drop-off points.

bash scripts/script.sh funnel --visits 10000 --pdp-views 3200 --add-to-cart 850 --checkout 320 --orders 280

help

Show all commands.

bash scripts/script.sh help

Supported Platforms

Shopify, WooCommerce, Amazon, TikTok Shop, multi-channel

Key Metrics

ROAS, CAC, LTV, contribution margin
Reorder point, safety stock, turnover rate
Conversion rate by funnel stage

Feedback

https://bytesagain.com/feedback/ Powered by BytesAgain | bytesagain.com