PRIVATE · EXPLAINABLE · MODEL-AWARE

Make every prompt
earn its tokens.

Remove repetition and filler while keeping detected requirements visible. Use local Privacy Mode now, with provider-aware counting available when configured.

Local estimate activeNo provider counter is enabled. A private local estimate is shown.
01

Original prompt

0 estimated tokens0 characters
02

Optimized prompt

0 estimated tokensReady to optimize
Token reduction0%No comparison yet
REQUIREMENT CHECK0/0 detected
  • Optimize a prompt to inspect protected requirements.
WHAT CHANGED0 changes
  • All transformations will be listed here.

Local counts are text estimates and exclude provider message wrappers, tools, files and hidden formatting. When Privacy Mode is off and provider counting is configured, the interface exposes that capability without sending credentials to the browser.