What this is
A conservative text compressor for removing obvious duplication and formatting overhead.
The deterministic compressor removes duplicate lines, excess whitespace and a small set of filler phrases. It preserves constraint-like lines and requires human review.
Critical instructions containing words such as “must”, “never”, “JSON” and “schema” are preserved.
A conservative text compressor for removing obvious duplication and formatting overhead.
It is not an AI prompt rewrite, a semantic-equivalence guarantee or an evaluation system. Test both versions on a representative dataset.