Live studio
AI Prompt Lab
Plan prompts, context, retrieval chunks, structured output, cost, and safety checks before sending work to an AI model.
Workspace preview
Prompt package
Token budget
Context plan
Chunking plan
Native Studio Workbench
Plan a prompt package before sending it to a model.
Estimate tokens, reserve context, plan RAG chunks, estimate cost, and flag risky untrusted instructions. This workbench is deterministic and does not call an AI model.
Input tokens
135
Reserved output
1,800
Context use
1.5%
Remaining context
126,065
Chunking plan
1 chunks
30-day estimate
$13.63
Token budget breakdown
System27
Task14
User prompt28
Retrieved context46
Output format20
Context and RAG plan
1 chunks at about 900 tokens with 120 overlap.
Safety notes
No major budget or injection warnings from these inputs.
Prompt package
Generate the prompt package to lock the current plan for copying.
Saved prompt libraries, provider-specific tokenizers, team presets, and model comparison history belong in AI Prompt Lab Pro.
What this Studio combines
Prompt package builder
Context budget planner
RAG chunking notes
Cost and injection checks
Output package
Prompt package
Token budget
Context plan
Chunking plan
Safety notes