// wrap any prompt with structured reasoning instructions
// paste your prompt → see exactly how many tokens remain
Design structured output formats for AI responses
Create structured few-shot examples for prompts
Extract variables from prompt templates
Compare prompt versions side by side
Generate prompt testing scenarios
Build prompt parameter combinations
Clean prompts before sharing
Format prompts for documentation
Show differences between prompts
Score prompt outputs with simple rubrics
Build JSONL datasets for AI workflows
Map dataset columns to schema fields
Calculate train, validation, and test splits
Generate pre-launch prompt checklists
Lint system prompts for common issues
Generate structured negative prompts
Plan prompt token budgets
Estimate chunk sizes for retrieval
Estimate embedding job size
Validate fine-tuning dataset readiness
Generate output style guides
Generate prompt experiment logs
Token Counter — free browser-based tool
Compare and diff ai model
System Prompt Generator — free online tool
Optimize prompt for better performance
Format and beautify Training Data code
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