Search: "code quality"

#power-query #m-language #etl

excel Advanced

Excel Power Query Recipe to Clean and Unify Multi-Sheet Sales Data

You are an Excel Power Query expert. I have a workbook with 12 monthly sales she...

#slo #data-quality #pipelines

data Advanced

Design a Data Quality SLO Framework for a Critical Pipeline

Act as a data reliability engineer. Help me design a data quality SLO framework ...

#excel #fuzzy-match #deduplication

excel Advanced

Detect duplicate-but-different customer records in an Excel list

I have a 5,000-row customer table. Many are the same company entered slightly di...

#coding #code-review #communication

Write a code review comment that fixes the bug without making the author defensive

I am reviewing a PR with a real bug — [describe bug]. The author is junior and h...

#coding #refactoring #testing

Refactor a 400-line function without breaking implicit callers

I have a 400-line function that is impossible to test but heavily used. Help me ...

#excel #power-query #office-scripts

excel Advanced

Automate a weekly Excel report that pulls from three CSVs and emails itself

You are an automation engineer. I get three CSVs every Monday — [CSV_1], [CSV_2]...

#code-review #feedback #communication

Write a code review comment that gets the change improved without making the author defensive

I want to leave a code review comment about [specific concern — naming, design c...

#referrals #growth #incentives

marketing Advanced

Build a referral program that doesn't degrade into discount hunting

You're a growth lead who has seen referral programs work and seen them turn into...

#code-comprehension #review #refactor

Explain what a function does without me reading every line

Act as a senior engineer pairing with me. I will paste a function. Tell me in pl...

Help me write a commit message that explains the why

I'll paste a diff or describe my change. Write a commit message with a concise i...

#coding #git #commits

business Intermediate

Turn quarterly goals into measurable objectives

My team has vague quarterly goals like 'improve quality' and 'grow the pipeline....

#business #goals #okr

Write commit messages that explain the why

I'll paste a diff or describe a change I just made. Write a commit message with ...

#coding #git #commits

#coding #debugging #learning

Explain Unfamiliar Code Line by Line

You are a patient senior engineer mentoring a junior developer. I will paste a b...

#coding #git #version control

Write a Clear Git Commit Message and PR Description

Act as an experienced open-source maintainer who values clean project history. I...

#writing #about page #web copy

writing Intermediate

Draft a Compelling About Page That Builds Trust

You are a brand copywriter who writes About pages that convert visitors into bel...

#coding #refactoring #clean code

Refactor a 400-Line Function Into Cohesive Smaller Pieces

I'll paste a 400-line function that does too much. Help me refactor it. Walk thr...

#data-quality #dashboard #sanity-check

data Intermediate

Sanity Check a Dashboard Number That Looks Too Good to Be True

A number on my dashboard looks too good to be true. Metric: [METRIC NAME]. Repor...

#coding #code-review #quality

Coding: Review My PR Like a Senior Engineer Who Cares About the Codebase

Review this diff like you've been on the team for two years and care whether the...

#coding #code review #maintainability

Review code like you actually have to maintain it next year

Review the code below as if you'll be the one maintaining it in twelve months. D...

#flaky tests #debugging #test reliability

Triage a flaky test that fails 1 in 20 runs

I have a test that fails roughly once every 20 runs. The error message changes —...

#code review #PR review #senior engineer

Review a pull request the way a senior would — not a linter

Review the PR diff I am about to paste the way a senior engineer would in a 15-m...

#decline #vendor #procurement

email Beginner

Write a 'Soft No' Email for Declining Vendor Proposals Gracefully

You are a procurement leader. Write me a polished decline email template I can s...

#coding #code-review #tech-debt

Push back on a code change that ships a feature but degrades the codebase

Act as a staff engineer. A teammate opened a PR that delivers [FEATURE] on time ...