unsloppify

Slop is text that performs instead of informs. The fix is never decoration. State the plain version. This applies to any draft regardless of author, whether a person or a model wrote it. Judge the writing on its own terms, not by who produced it.

When to load

Load this skill when a text artifact is the deliverable or a major part of one: a document, PR or commit text, release notes, a report, marketing copy, a substantial set of code comments. Words produced around other work do not qualify: chat replies, status updates, tool commentary, completion summaries. Those follow the writing baseline. If the skill is loaded and the task does not qualify, skip the procedure and continue the task.

Procedure