Shrink prompts.
Keep the meaning.

Cut filler and wordiness before a prompt reaches the model. Every result is verified, and you see exactly which words were removed.

Protected tokens verifiedDeletion auditSafe fallback3,677 offline tests
01
RulesStrip filler instantly.
02
AI rewriteGemma or Gemini shortens the prose.
03
Safety gateNegations, numbers, quotes and code must survive.
04
Safe fallbackAnything doubtful is rejected.

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Compressed prompt

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Removed words

Conversation or log

Turns a messy transcript into a clean system prompt for the next model.

Handoff artifact