Prompt Library

AI Coding Assistants Prompts

Prompts optimized for GitHub Copilot, Cursor AI, and other coding assistants to maximize productivity and code quality.

Try React Dockerfile SQL Refactor Claude Code

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AI Coding Assistants

Copy-ready templates with fillable placeholders.

20 Prompts gefunden

AI Coding Assistants

Copilot · GitHub Copilot

Claude/ChatGPT (or Copilot) Prompt to Get Context-Aware Code Suggestions

Front-load project context, patterns, and a style example so Copilot or Claude generates code that matches your actu...

[project name] [stack] [design pattern] +1

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AI Coding Assistants

Claude · GPT-4 · Cursor

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Claude/ChatGPT (or Cursor) Prompt to Set Project Rules So AI Matches Your Codebase

Set Cursor/Claude project rules — architecture, naming, errors, testing, style — so AI-generated code fits your code...

[language] [project type] [architecture] +1

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AI Coding Assistants

Claude · ChatGPT · Copilot +1

Claude Prompt for AI Pair Programming with TDD

Run disciplined AI pair-programming sessions: task breakdown, test-first TDD cycles, and architectural decisions fla...

[feature name] [tech stack] [requirements] +2

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AI Coding Assistants

Claude · ChatGPT · Copilot

Claude Prompt to Translate Code Between Languages

Translate code between languages idiomatically: native data structures, error paradigm, type system, tests, and the...

[source language] [target language] [source code] +3

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AI Coding Assistants

Claude · ChatGPT · Copilot +1

Claude Prompt to Reduce Code Complexity

Cut cyclomatic complexity and nested conditionals with early returns and guard clauses, plus before/after diffs and...

[language] [complex code] [perceived issues] +3

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AI Coding Assistants

Claude · ChatGPT · Code Review

Claude Prompt to Generate a PR Review Checklist

Generate a PR review checklist tailored to your changed files, covering logic, security, performance, testing, maint...

[pr title] [pr description] [files changed] +2

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AI Coding Assistants

GitHub Copilot · Testing · QA

Copilot Prompt to Generate Unit Tests from Specs

Turn user stories and acceptance criteria into thorough test suites covering happy paths, edge cases, error scenario...

[acceptance criteria] [language] [test framework] +4

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AI Coding Assistants

Claude · ChatGPT · Documentation

Claude Prompt to Generate a Codebase Onboarding Guide

Generate a full onboarding guide from your codebase: architecture, setup, conventions, domain concepts, workflow, fi...

[framework] [project name] [team size] +3

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AI Coding Assistants Prompts

AI Coding Assistants

Claude/ChatGPT (or Copilot) Prompt to Get Context-Aware Code Suggestions

Claude/ChatGPT (or Cursor) Prompt to Set Project Rules So AI Matches Your Codebase

Claude Prompt for AI Pair Programming with TDD

Claude Prompt to Translate Code Between Languages

Claude Prompt to Reduce Code Complexity

Claude Prompt to Generate a PR Review Checklist

Copilot Prompt to Generate Unit Tests from Specs

Claude Prompt to Generate a Codebase Onboarding Guide

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