AI Response Format Designer
Design structured output formats for AI responses
Few-Shot Example Builder
Create structured few-shot examples for prompts
Prompt Variable Extractor
Extract variables from prompt templates
Prompt Version Comparator
Compare prompt versions side by side
Prompt Test Case Builder
Generate prompt testing scenarios
Prompt Parameter Matrix
Build prompt parameter combinations
Prompt Sanitizer
Clean prompts before sharing
Prompt Markdown Formatter
Format prompts for documentation
Prompt Diff Viewer
Show differences between prompts
Prompt Output Evaluator
Score prompt outputs with simple rubrics
Dataset JSONL Builder
Build JSONL datasets for AI workflows
Dataset Field Mapper
Map dataset columns to schema fields
Dataset Split Calculator
Calculate train, validation, and test splits
Prompt Checklist Generator
Generate pre-launch prompt checklists
System Prompt Linter
Lint system prompts for common issues
Negative Prompt Builder
Generate structured negative prompts
Prompt Token Budget Planner
Plan prompt token budgets
RAG Chunk Size Estimator
Estimate chunk sizes for retrieval
Embedding Cost Estimator
Estimate embedding job size
Fine-Tuning Data Checklist
Validate fine-tuning dataset readiness
AI Output Style Guide Builder
Generate output style guides
Prompt Experiment Tracker Template
Generate prompt experiment logs