Enterprise Context Optimizer

Minimal dark mode. Paste a prompt, optimize it, compare the diff, and copy the result.

Idle
Current Input
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Optimized Output
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Chunks Used
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Context Tokens
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Citation Ready
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Grounded Overlap
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Tuning Mode
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Demo Seeds
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Ready. Paste a prompt and click Optimize Prompt.

Citation guidance will appear here. Use grounded mode when you want the optimizer to prefer inline evidence anchors.

Original Prompt

Paste or edit your source prompt here.

Removed From Original
No diff yet.

Optimized Prompt

A shorter, cleaner version designed to be ready to copy and paste into your next model call.

No optimized prompt yet.
Added / Changed In Optimized Prompt
No diff yet.