Lossless Doc Compress

Use this skill to make a design document shorter without making it say less. The useful output is not a summary. It is the same document with the filler, hedging, slop, and repetition removed, plus an honest account of exactly what was cut and what the author should decide for themselves.

This skill is a sibling of ml-system-design-review and ai-stage-gate in the same ML System Design skill collection by Kravchenko and Babushkin: ml-system-design-review grades substance; ai-stage-gate decides Go/Kill; lossless-doc-compress trims length without touching substance.

It encodes a simple, well-worn piece of advice: an LLM-written draft is fine if the author read it, corrected it, and gave it context — that is delegating the editing, not the thinking. Running such a draft through "compress this as much as possible without losing any information" typically halves it and clears the slop. This skill does that compression under a strict guarantee.

Activation