Utilora

Prompt Optimizer & Minifier

Compress markdown prompts, reduce JSON schemas to YAML to cut down on API token costs.

How to use

  1. 1

    Paste context

    Paste your raw prompt.

  2. 2

    Toggle options

    Strip out markdown comments and convert JSON payloads to lightweight YAML.

  3. 3

    Copy output

    Use the compressed result to call the LLM.

Why use this tool?

  • Saves massive amounts of tokens for long RAG contexts
  • Generates identical logical output using YAML structures instead of JSON

Frequently asked questions

Why convert JSON to YAML?
YAML uses significantly fewer syntax tokens than JSON, saving you 20-30% on token limits.

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