Interpreting Results FAQs

Question 1

Can I use this for SQL query results?

Accepted Answer

Yes, it is specifically designed to be used after executing queries to help interpret the output within a business or technical context.

Question 2

Does it perform automated statistical testing?

Accepted Answer

While it doesn't run external statistical software, it provides a logical reasoning framework to assess sample size, effect size, and consistency to determine directional significance.

Question 3

How does this skill help prevent analytical bias?

Accepted Answer

It requires the user to generate at least three alternative explanations for every identified pattern and perform a 'Why Might This NOT Be True?' test to challenge initial assumptions.

Question 4

What is the Interpreting Results skill?

Accepted Answer

It is a specialized capability for Claude Code that provides a structured framework for analyzing and explaining data query results objectively and systematically.

Question 5

What are the six phases of the interpretation framework?

Accepted Answer

The phases are: Understand Context, Describe Patterns, Generate Alternative Explanations, Assess Significance, State Conclusions with Caveats, and Identify Follow-up Questions.

Interpreting Results

Key Features

Use Cases

Interpreting Results

Key Features

Use Cases