Prompt compression workbench

Reduce obvious prompt waste without pretending quality is unchanged.

The deterministic compressor removes duplicate lines, excess whitespace and a small set of filler phrases. It preserves constraint-like lines and requires human review.

Original prompt

Critical instructions containing words such as “must”, “never”, “JSON” and “schema” are preserved.

Compressed draft

Before 0
After 0
Saved 0
Reduction 0%

Changed or removed lines

What this is

A conservative text compressor for removing obvious duplication and formatting overhead.

What this is not

It is not an AI prompt rewrite, a semantic-equivalence guarantee or an evaluation system. Test both versions on a representative dataset.