What problem does it solve? Project documentation, comments, and messages accumulate filler words, coined metaphors, restated facts, and inconsistent structure that obscure meaning and inflate files. This Skill enforces a deterministic house style so every sentence states one fact in its owning section. ## Core Features & Use Cases - Terminology enforcement: Replaces coined terms (ship, payload, strata) with real vocabulary from current language and tool documentation, and renames identifiers through language tooling. - Structural rewriting: Deletes connectives, hedges, and restatements, rebuilds joined sentences, and normalizes headings, tables, lists, and comments to one fact per line. - Deterministic checking: Ships a Python script (prose.py check|fix) that lexes markdown and source comments into blocks, applies mechanical fixes, and reports findings as path:line: message. - Use Case: Before committing a README rewrite, run the check command over the docs directory to list every fixable block and remaining finding, then run fix to write the mechanical corrections. ## Quick Start Ask the agent to review and rewrite the markdown files in your docs folder using the clean-prose rules, then run the prose script's check command to verify compliance.