Tools designed for developers and AI power users. Optimize your prompts and improve AI interactions.
prompt_optimizationTransform basic prompts into highly effective ones that produce better, more consistent results from AI models. This tool applies prompt engineering best practices:
Original Prompt
Write a function to sort an arrayImproved Prompt
You are an expert software engineer. Write a JavaScript function that:
1. Takes an array of numbers as input
2. Sorts them in ascending order using an efficient algorithm
3. Returns the sorted array without modifying the original
Requirements:
- Use modern ES6+ syntax
- Include JSDoc comments explaining the function
- Handle edge cases (empty array, single element)
- Optimize for time complexity
Please provide the implementation with a brief explanation of the algorithm choice.When to Use
Use this tool before running prompts in ChatGPT, Claude, or other AI assistants. Better prompts = better results, often on the first try.
The tool applies several proven techniques:
Assigns a specific role or persona to the AI (e.g., "You are an expert...") to improve response quality and consistency.
Breaks complex tasks into numbered steps that the AI can follow sequentially, reducing errors and improving completeness.
Explicitly defines the expected format, length, and structure of the response to get exactly what you need.
Adds guardrails and limitations to focus the AI and prevent unwanted tangents or behaviors.
ARKAbrain routes prompt optimization tasks based on complexity:
| Complexity | Model | Why |
|---|---|---|
| Low | GPT-4o | Good balance of speed and quality |
| Medium | o1 Mini | Advanced reasoning for complex prompts |
| High | o1 Mini / Claude | Best reasoning capabilities |
Pro Plan Advantage
Pro plan users get access to the REASONING role with o1 Mini for complex prompts. Starter users get BALANCED routing which still produces excellent results.