liangdabiaoCommunity·11 Agent Skills Included

claude-data-analysis-ultra-main

E-commerce analytics, LTV prediction, attribution, and funnel analysis

Analyzes e-commerce and internet business data end to end, from quality checks and exploration to final reports. Predicts customer lifetime value, segments customers with RFM, runs A/B tests, and models marketing channel attribution. Eliminates manual spreadsheet work and coding by generating charts, dashboards, and Chinese-language reports automatically.

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npx skills add liangdabiao/claude-data-analysis-ultra-main --all -g -y

Available:

Instructs the agent on how to route user analysis requests to the right sub-skill, enforce correct data aggregation rules, and produce Chinese-language reports and visualizations.

All Skills in This Repository (11)

Pure Emerald Level Indicators

📦 In Repo

liangdabiao

ltv-predictor

Predict customer lifetime value from order data using RFM features.

funnel-analysis

Analyze multi-step funnels to compute conversion rates and identify bottlenecks.

content-analysis

Extract sentiment, topics, keywords, and insights from text content.

recommender-system

Analyze user behavior data to train recommender models and generate top-K recommendations.

retention-analysis

Diagnose churn risk and retention gaps in subscription data.

ab-testing-analyzer

Analyze AB test data to compute conversion rates and statistical significance.

growth-model-analyzer

Evaluate growth experiments and campaigns using statistical tests and uplift modeling.

attribution-analysis-modeling

Compute multi-touch attribution using Markov chains and Shapley values.

data-exploration-visualization

Automate data exploration, quality diagnostics, and visualization report generation.

rfm-customer-segmentation

Analyzes CSV transaction data to compute RFM metrics and segment customers via K-means clustering with Chinese-language support.

regression-analysis-modeling

Automate regression analysis and predictive modeling for continuous targets.

Community

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Frequently Asked Questions

FAQPage Schema

How to install claude-data-analysis-ultra?▼

Run `npx skills add liangdabiao/claude-data-analysis-ultra-main --all -g -y` in your terminal to install all analysis skills globally.

How to analyze e-commerce data with this suite?▼

Place your CSV files in the data_storage folder and ask for a full analysis. The entry skill coordinates funnel analysis, LTV prediction, content analysis, and growth modeling automatically.

Can it predict customer lifetime value?▼

Yes. The ltv-predictor skill builds RFM features from your order history and trains regression models to forecast each customer's future value.

Does it support marketing attribution analysis?▼

Yes. It supports Markov chain, Shapley value, first-touch, last-touch, and linear attribution models to measure channel ROI and optimize budgets.

Can non-coders use these analysis skills?▼

Yes. You describe the analysis you want in plain language, and the agent handles data processing, statistics, charts, and report writing for you.