Unslop

Make prose sound like its author on a good day. Cut formulas, preserve substance.

Pick the job

Draft: Write from a brief, source material, and an intended audience.
Edit: Make the smallest set of changes that removes clear slop.
Audit: Report exact spans and named patterns without rewriting.
File edit: Change prose in named files while preserving code, data, frontmatter, and link targets.
Repo audit: Rank prose files for human review. Rewrite only when the user also asks for fixes.
Embedded: Clean text for another task, such as a PR body or email, and return only the final text.

If the user asks whether AI wrote a passage, audit the writing. Do not infer authorship or cite an AI detector as proof.