explaingit

cnwanze-cloud/ai-prompt-library-for-developers

Analysis updated 2026-05-18

0Audience · developer

TLDR

A free sample repo for a paid library of over 1,140 ready to use AI prompts covering debugging, code review, testing, security, and architecture.

Mindmap

mindmap
  root((repo))
    What it does
      Free sample prompts
      Paid PDF volumes
      Structured prompt format
    Topics covered
      Debugging
      Code review
      Testing and security
      Architecture
    Tools supported
      ChatGPT
      Claude
      Gemini
      GitHub Copilot
    Audience
      Software engineers
      Tech leads
      Freelance developers
    Licensing
      Free samples reusable
      Paid PDFs not resellable

Code map

Detail Auto

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What do people build with it?

USE CASE 1

Grab a ready made prompt for debugging a stack trace instead of writing one from scratch.

USE CASE 2

Use a structured code review prompt to check a pull request for security issues.

USE CASE 3

Read free sample prompts for each of the five paid volumes before buying.

USE CASE 4

Use career and interview prep prompts included in the infrastructure and career volume.

How does it compare?

cnwanze-cloud/ai-prompt-library-for-developers00kaku/gallery-slider-block04amanrajj/netwatch
Stars00
LanguageJavaScriptRust
Last pushed2021-05-19
MaintenanceDormant
Setup difficultyeasymoderate
Complexity2/53/5
Audiencedevelopergeneralops devops

Figures from each repo's GitHub metadata at analysis time.

In plain English

This repository is the free sample front for a paid prompt library aimed at software developers who use ChatGPT, Claude, Gemini, or GitHub Copilot. The full paid product is a set of five PDF volumes containing over 1,140 prompts covering debugging, code review, refactoring, testing, security review, system architecture, DevOps, databases, and career topics like interview prep. The repository itself is free and contains sample prompts you can read directly on GitHub, plus a downloadable 15 page PDF sample. Each prompt in the collection follows the same format: a title, a description of when to use it, the actual copy paste ready prompt text with placeholder variables to fill in, tips for improving the output, an example of what the response looks like, which AI model tends to work best for that task, an estimate of difficulty and time saved, and common mistakes to avoid. The idea is that instead of writing a debugging or code review prompt from scratch each time, a developer can grab a prompt already built for that specific situation, such as tracing a stack trace or reviewing a pull request for security issues. The five paid volumes are organized by topic. Volume 1 covers debugging and code reviews, Volume 2 covers code quality and code generation, Volume 3 covers testing and security, Volume 4 covers architecture and system design, and Volume 5 covers infrastructure, data, and career growth. Each volume can be bought separately and works on its own, or all five can be bought together as a bundle. The free sample prompts in this repository can be used, shared, and adapted freely. The paid PDF volumes are licensed to the person who buys them: the prompts inside can be used freely, including commercially, but the PDF files themselves cannot be resold or redistributed. The project notes it is not affiliated with OpenAI, Anthropic, Google, or Microsoft, even though its prompts are designed to work with their AI tools.

Copy-paste prompts

Prompt 1
Show me a debugging prompt from this library I could use to trace a stack trace step by step.
Prompt 2
Give me an example of a security review prompt from this collection for checking injection vulnerabilities.
Prompt 3
Explain the ten fields every prompt in this library includes and why each one is useful.
Prompt 4
What is the difference between the five paid volumes in this prompt library.
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