Explain what a piece of code does in simple terms, with examples, complexity analysis, and best practices.
Customize the details below. These variables update the prompt preview, quality scores, and API payload in real time.
This is the final prompt with your variables applied.
Act as a Principal Staff Software Engineer. Explain what this [Language] code does in simple terms for a [Audience]: [Code] Include step-by-step execution flow, time/space complexity (Big-O), edge-case risks, and refactored best-practice examples.
{
"model": "gpt-4o",
"messages": [
{
"role": "system",
"content": "You are an expert AI assistant executing a structured prompt."
},
{
"role": "user",
"content": "Act as a Principal Staff Software Engineer. Explain what this [Language] code does in simple terms for a [Audience]:\n\n[Code]\n\nInclude step-by-step execution flow, time/space complexity (Big-O), edge-case risks, and refactored best-practice examples."
}
],
"temperature": 0.7,
"max_tokens": 1500
}
Modify the prompt template below and save it as a new remixed prompt in the directory.
Live Prompt Quality & Fit Analysis, Backend AI Model Compatibility & Export Suite.
Scores recalculate automatically as you customize variables or run a live Backend AI API Model evaluation.
Shows compatibility across AI models configured in your backend AI API Engine. Click Test to run live.
| Platform & Active Model | Suitability | Notes | Action |
|---|---|---|---|
| ChatGPT gpt-4o-mini |
●●●●● | Excellent — full feature support | |
| Claude claude-3-5-sonnet |
●●●●● | Very good — natural human tone | |
| Gemini gemini-1.5-flash |
●●●●● | Very good — multi-key pool active | |
| Perplexity sonar-pro |
●●●●● | Good — strong citation grounding | |
| Grok grok-2-latest |
●●●●● | Good — works with adjustments |
Automatically calculates tokens from your customized prompt and compares relative provider costs.
| Provider & Model | Est. Cost (Sample) | Relative |
|---|---|---|
| OpenAI (gpt-4o) | $0.0035 | Low |
| Anthropic (claude-3-5-sonnet) | $0.0080 | Medium |
| Google (gemini-1.5-flash) | $0.0040 | Low |
| Perplexity (sonar-pro) | $0.0050 | Medium |
| xAI (grok-2) | $0.0060 | Medium |
Copy and use this JSON payload with your preferred integration. Automatically updates when you change variables above.
{
"model": "gpt-4o",
"messages": [
{
"role": "system",
"content": "You are a helpful assistant that analyzes and executes structured prompts."
},
{
"role": "user",
"content": "Act as a Principal Staff Software Engineer. Explain what this [Language] code does in simple terms for a [Audience]:\n\n[Code]\n\nInclude step-by-step execution flow, time/space complexity (Big-O), edge-case risks, and refactored best-practice examples."
}
],
"temperature": 0.7,
"max_tokens": 1500,
"api_key": "sk-REPLACE-WITH-YOUR-KEY"
}
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Use the Code Explainer prompt within the first 100 words to explain what a piece of code does in simple terms, with examples and best practices.
