performance-analyst

Analyze KDP sales data to classify books and generate prioritized revenue actions.

3|6|Updated Apr 24, 2026
One-click install
npx skills add https://github.com/hoanghd218/claude-ai-mastery --skill performance-analyst-hoanghd218
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: performance-analyst
Source: https://github.com/hoanghd218/claude-ai-mastery/tree/main/aws-kdp/.claude/skills/performance-analyst
Command: npx skills add https://github.com/hoanghd218/claude-ai-mastery --skill performance-analyst-hoanghd218

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill solves the challenge of understanding KDP business performance by transforming scattered sales, royalty, KENP, advertising, and ranking data into prioritized decisions for improving book revenue.

Core Features & Use Cases

  • Performance Analysis: Evaluates KDP royalties, units sold, KENP reads, ad metrics, rankings, and profitability indicators across live books.
  • Book Classification & Optimization: Categorizes books into winners, promising, stuck, dead, or new segments and recommends targeted actions.
  • Action Planning: Produces ranked recommendations for scaling ads, improving listings, refreshing covers, expanding series, and investigating anomalies.

Quick Start

Use the performance-analyst skill to analyze my KDP portfolio for the last 7 days and create a prioritized weekly action plan.

Frequently Asked Questions about performance-analyst

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze KDP sales data to improve my book royalties?

To analyze KDP sales data, ingest royalty reports, KENP reads, and ad metrics to evaluate profitability. This process classifies books into segments like winners or stuck, identifying revenue optimization opportunities and generating prioritized actions to scale ads or refresh covers.

What is the best way to classify my Amazon KDP book portfolio for optimization?

Classifying an Amazon KDP book portfolio involves evaluating sales performance and advertising metrics to categorize titles as winners, promising, stuck, dead, or new. This segmentation enables targeted actions such as scaling ads, improving listings, or expanding book series to maximize royalties.

How do I create a prioritized weekly action plan for my Kindle publishing business?

Create a prioritized weekly action plan for Kindle publishing by analyzing recent KDP sales, KENP reads, and advertising metrics. This identifies anomalies and ranks operational actions, helping you decide whether to scale ads, refresh covers, or investigate ranking trends to boost profitability.

Can I use KDP performance data to detect sales anomalies and ranking trends?

Yes, you can use KDP performance data to detect sales anomalies and ranking trends. By ingesting royalty reports and advertising metrics, the analysis calculates profitability indicators and flags irregularities, allowing you to investigate issues and optimize your book portfolio's revenue.

What KDP and advertising data sources do I need to calculate book profitability?

To calculate book profitability, you need KDP royalty reports, units sold, KENP reads, and Amazon ads metrics. Ingesting these data sources allows the system to evaluate performance indicators, classify books, and detect anomalies across your live portfolio.

Why should I evaluate KENP reads and Amazon ads metrics together for revenue optimization?

Evaluating KENP reads and Amazon ads metrics together provides a complete view of KDP profitability. Combining Kindle page reads with advertising performance helps classify books accurately, detect anomalies, and produce ranked recommendations for scaling ads or improving listings to optimize revenue.