Search: "test-design"

#unit testing #edge cases #testing

Write Unit Tests for Function with Edge Case Coverage

Write a comprehensive unit test suite for this function: [PASTE FUNCTION] Use ...

#tdd #regression-test #debugging

Add a Targeted Test for a Bug Before Fixing It

Help me write a failing test that reproduces this bug BEFORE I fix it. Bug descr...

#coding #testing #property-based

Generate Property-Based Tests from Spec

Given the function signature and natural-language specification below, generate ...

#code review #pull request #quality assurance

Code Review Checklist for Pull Request Quality Assurance

Create a comprehensive code review checklist for [programming language/framework...

#data #ab testing #statistics

data Advanced

A/B Test Power Analysis and Sample Size Calculator Walkthrough

Act as a statistics tutor for product analysts. Walk me through a complete power...

#creative #worldbuilding #fantasy

creative Advanced

Worldbuilding Coherence Check for a Fantasy Setting

Stress-test the coherence of my fantasy worldbuilding. I'll paste my notes on: m...

#education #feynman #explanation

education Beginner

Explain a Complex Concept Using the Feynman Technique

Act as a teacher using the Feynman technique. Explain {{topic}} to me as if I'm ...

#marketing #ad-copy #headlines

marketing Intermediate

Write Five Variations of a Single Ad Headline

Act as a direct-response copywriter. For my product {{name + 1-line description}...

#coding #debugging #flaky tests

Debug an Intermittent Test Failure That Only Happens in CI

I have a test that passes locally 100% of the time and fails ~5% in CI. Walk me ...

#ab testing #statistics #significance

data Advanced

A/B Test Analysis Statistical Significance Sample Size Calculator

You are a data scientist. Help me analyze an A/B test on [METRIC] comparing [VAR...

#coding #refactor #clean-code

Refactor Tangled Function Into Smaller Pure Pieces

Act as a code reviewer focused on readability. Below is a function that has grow...

#coding #refactor #clean-code

Refactor a Long Function Without Changing Behavior

I have a function that's grown too long and hard to test. Help me refactor it st...

#coding #refactor #single responsibility

Refactor a Function That Has Too Many Responsibilities

I'll paste a function. Identify every responsibility it currently has (parsing, ...

#coding #pull request #code review

coding Beginner

Write a Clear PR Description That Reviewers Actually Read

Help me write a pull request description for [CHANGE I MADE]. Context: [WHAT BUG...

#legal #decisions #lawyers

legal Beginner

Diagnose Whether a Document Needs a Lawyer or You Can Self-Serve

Help me decide whether [DOCUMENT OR SITUATION] actually needs a lawyer or whethe...

#marketing #landing page #conversion

marketing Intermediate

Run a Landing Page Audit That Identifies the One Thing to Fix

Audit my landing page and identify the ONE highest-leverage thing to change. URL...

#coding #debugging #tests

Untangle a Function Whose Tests Pass But Behavior Is Wrong

I have a function where the tests pass but production reports it's behaving wron...

#coding #tech-debt #workaround

Decide When a Workaround Has Lived Long Enough to Become Tech Debt

I'm looking at a workaround in our codebase that was added [N months/years ago] ...

#flaky-tests #debugging #race-conditions

Coding: Translate a Flaky Test Into a Real Bug or a Real Fix

I have a test that fails ~1 in 20 runs. Most people would mark it skip or retry-...

#education #assessment #blooms-taxonomy

education Intermediate

Education: Write Test Questions That Measure Thinking, Not Recall

I need to write assessment questions for a unit. Make them measure understanding...

#business #operations #customer-management

business Intermediate

Business: Fire a Customer Who's Costing More Than They Pay

We have a customer [DESCRIBE: revenue, support load, custom requests, behavior]....