takechanman1228/claude-ecom
Convert e-commerce order CSVs into detailed business reviews with KPIs and actions.
View on GitHub Updated 2026-06-16
What is takechanman1228/claude-ecom?
claude-ecom is a skill that processes any e-commerce orders CSV to produce consultant-style business reviews. It automatically calculates multi-period KPIs, builds KPI trees with performance signals, and surfaces findings with explanations and next steps.
The workflow starts with the CSV input feeding a Python backend that computes all metrics and health checks, outputting structured JSON. Claude then interprets this data to write the full narrative report covering executive summaries, dashboards, and action plans.
It serves data analysts creating monthly reviews, D2C brand owners lacking dedicated analysts, and retail managers who need to quickly diagnose revenue changes without building reports from scratch.
What you can build with takechanman1228/claude-ecom
Monthly Business Reviews
Drop an orders CSV and run a command to receive a complete report with YoY comparisons, momentum metrics, and concrete recommendations instead of writing from scratch.
Retention and Customer Analysis
Query specific aspects like retention rates to get breakdowns of new versus returning customer revenue along with repeat purchase insights and suggested improvements.
Quick Performance Diagnostics
Identify why revenue shifted by examining 30d, 90d, or 365d views that highlight drivers such as seasonal demand or customer acquisition changes.
Install takechanman1228/claude-ecom
Install
pip install claude-ecomQuick start
/plugin marketplace add takechanman1228/claude-ecom
/plugin install claude-ecom@claude-ecom- 1Add the marketplace with /plugin marketplace add takechanman1228/claude-ecom
- 2Install the skill using /plugin install claude-ecom@claude-ecom
- 3Place your orders CSV file into the project folder
- 4Run /claude-ecom:ecom review to generate the full report
- 5Review the produced REVIEW.md containing summaries, tables, and action items
takechanman1228/claude-ecom: pros & cons
Pros
- +Delivers precise KPI calculations owned by Python rather than LLM estimates
- +Produces readable consultant-quality narratives with clear findings and deadlines
- +Supports flexible CSV inputs without strict column name requirements
- +Works both as a Claude plugin and standalone CLI tool
Cons
- –Requires Claude Code for the full narrative output
- –Limited to CSV uploads with no native API integrations yet
- –Depends on Python 3.10+ and a private venv setup
Did you find this helpful?
Frequently asked questions
Required fields are order ID, order date, customer ID or email, and revenue. Quantity, SKU, and discount columns are optional but enable deeper analysis.
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