Anti Slop
SkillEdits formulaic or AI-sounding prose with small phrasing changes, keeping the author's voice, facts, citations, technical claims and paragraph structure. Leaves deliberate fragments, parallelism and humor alone; can return review findings or apply the edits directly.
name: anti-slop
description: Edit formulaic or AI-sounding prose while preserving the author's voice. Use for an anti-slop pass, editorial review, or requests to make writing sound more human; ordinary drafting does not require this skill.
Anti-slop editing
Make small phrasing changes that remove filler without flattening voice. Preserve facts, citations, technical claims, paragraph structure, and the author's argument unless the user asks for a broader rewrite. Stylistic patterns cannot establish whether a person or model wrote a passage.
Read the whole piece to understand its voice. Flag phrasing only when it adds no meaning or repeats a formula; preserve deliberate fragments, parallelism, humor, and useful contrast. When a candidate could be an intentional choice, leave it or explain the tradeoff.
For a detailed pass or a contested edit, read references/tells.md for patterns and examples. Do not treat its vocabulary as banned words.
For a review request, return the material findings and suggested edits. For an edit request, apply the changes and reread the affected passages for meaning and rhythm. Follow the requested output format; explain only significant edits, and omit a change log when the user asks for just the revised text.
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