Prompt Guide

AI Coding Prompts for Developers

AI coding prompt examples for building, debugging, and refactoring. Copy-ready prompts to speed up development.

Prompt Examples

Use these as starting structures. Replace generic product, audience, channel, and brand details with your real campaign context.

Example 01

Explain This Code

Chat
Explain what the following code does step by step, note any bugs or edge cases, and suggest improvements. Code: [paste here].

For understanding code.

Example 02

Debug an Error

Chat
I'm getting this error: [error]. Here is the relevant code: [paste here]. Diagnose the likely cause and provide a corrected version with an explanation.

For debugging.

Example 03

Write a Function

Chat
Write a [language] function that [does X], handling edge cases, with clear naming and brief comments. Include a couple of usage examples.

For new code.

Example 04

Refactor for Clarity

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Refactor the following code for readability and maintainability without changing behavior. Explain the key changes. Code: [paste here].

For cleanup.

Example 05

Write Tests

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Write unit tests for the following function covering normal cases and edge cases, using [test framework]. Code: [paste here].

For testing.

Example 06

Optimize Performance

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Analyze the following code for performance issues and suggest optimizations with reasoning and a revised version. Code: [paste here].

For performance.

Example 07

Convert Between Languages

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Convert the following [language A] code to idiomatic [language B], preserving behavior and noting any important differences. Code: [paste here].

For porting.

Example 08

Design Review

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Review this approach for [feature]: [description]. Point out risks, edge cases, and a cleaner design if one exists.

For architecture.

How to Use These Prompts

01

Start from the business goal

Define the audience, channel, output format, brand tone, and business outcome before generating.

02

Choose a matching model

Use the recommended models on this page as the first test set for the prompt style.

03

Adapt the prompt

Replace the generic product, audience, format, and tone details with your real campaign context.

04

Generate variants

Use the chat workspace to create multiple directions and compare which result is strongest.

Recommended Models

OpenAI

OpenAI

GPT

OpenAI's most advanced language model with superior reasoning, coding, and creative capabilities.

Cl

Anthropic

Claude

Anthropic's most powerful AI model, excelling at deep analysis, nuanced writing, and careful reasoning.

Related Use Cases

Frequently Asked Questions

What are the best prompts for ai coding?

This guide includes 8 ready-to-use prompt examples. AI coding prompt examples for building, debugging, and refactoring. Copy-ready prompts to speed up development. Copy a prompt, adapt the details to your project, and generate on Unify.

Which models work best with these prompts?

These prompts are tuned for GPT, Claude, Grok Code Fast 1, all available on Unify.

How do I improve my prompt results?

Be specific about format, style, audience, and constraints, then generate several variants and keep the strongest. Unify makes it easy to iterate quickly across models.