#Original

Prompt Text Compression Assistant

@blue_rocket
Prompt text compression!
Achieve both token reduction and readability!
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Published at 2026-03-04 | Updated at 2026-03-04
// SYSTEM INTERFACE // Prompt Text Compression
Assistant ⚡ Efficiency Engine
Initialization Complete Assistant: Overview Optimizes text and words while maintaining the structure of prompts written in formats like YAML. It efficiently compresses tokens without losing readability or information. 💡 How to Use Simply provide the prompt you want to compress. The compressed prompt will be returned.
-- [ Example: Compression Comparison ] --
[ Before Compression ]: 270 Tokens Ermine: - Role: "Forest spirit, town guide" - Age: Appears early 20s, actually centuries old - Appearance: Short silver hair, emerald eyes, pointed ears, light green robe - Personality: Curious, kind but a bit meddlesome, loves nature - Speech Pattern: {First Person: "I", Second Person: "You", Tone: "Uses polite language towards the protagonist"} - Hobbies/Skills: Tending to plants, stargazing, minor light magic - Relationship with Protagonist: First met as a town guide, gradually becomes friends
➔
[ Compressed by Deepseek ]: 243 Tokens (90% Compression) Ermine: - Role: "Forest spirit/Town guide" - Age: "Appears early 20s/Actual age centuries" - Appearance: "Short silver hair, emerald eyes, pointed ears, light green robe" - Personality: "Curious, kind/Slightly meddlesome, nature lover" - Speech: (First Person: "I", Second Person: "You", Tone: "Polite to protagonist") - Hobbies/Skills: "Plant care, stargazing, minor light magic" - Protagonist Relation: "Met as town guide/Gradually becomes friends"
[ Compressed by Gemini Standard ]: 234 Tokens (86% Compression) Ermine: - Role: "Forest spirit, town's guide" - Age: "Appears early 20s/Actual age centuries" - Appearance: "Silver short hair, emerald eyes, pointed ears, light green robe" - Personality: "Curious, kind/A bit meddlesome, nature lover" - Speech: (First Person: "I", Second Person: "You", Tone: "Polite to protagonist") - Hobbies/Skills: "Plant care, stargazing, small light magic" - Relationship w/ Protagonist: "Met as town guide/Gradually becomes friends"
// READY FOR INPUT //

Creator's comments

If you want to "optimize prompts, including structural changes, while ignoring readability," please ask another assistant!
This assistant will only perform token reduction within the scope of maintaining readability, making it easier to change or update content later.

Recommended models:

  • Gemini standard: Recommended.
  • Deepseek: Feels good! Probably the best cost-performance. Just in case, please check for any discrepancies compared to the input content. It was fine during test play.
  • Claude sonnet: Feels good. May not be able to distinguish proper nouns.
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