Remove AI-written prose patterns from drafts and edits.
npx skills add https://github.com/monoes/monomind --skill stop-slop-monoes
Please help me install this Agent Skill. Skill: stop-slop Source: https://github.com/monoes/monomind/tree/main/.claude/skills/stop-slop Command: npx skills add https://github.com/monoes/monomind --skill stop-slop-monoes
This Skill removes predictable AI writing patterns from prose so drafts sound direct, specific, and human instead of padded, repetitive, or formulaic.
Ask the skill to revise your draft so it removes AI tells, tightens the structure, and makes the prose more direct.
High-intent search queries and answers about installing and using this skill.
To remove AI writing patterns from draft prose, use a reference-guided review process that targets filler phrases, passive voice, and structural clichés. This editing approach rewrites formulaic patterns so your writing sounds direct, specific, and human.
Editing marketing copy to sound more human requires cutting throat-clearing openers, business buzzwords, and softening language. Push the prose toward active voice, concrete subjects, and varied rhythm to eliminate the bland, artificial tone typical of AI drafts.
Fixing passive voice and filler phrases in an essay involves identifying repetitive rhythm and rhetorical setups, then rewriting them into reader-facing language. This structural revision replaces padded, formulaic prose with direct, active statements.
Yes, this editing approach works for memos and landing pages. It applies broadly to drafting, revising, and reviewing any prose—blog posts, messages, or prompt responses—that needs a more direct human voice and clarity.
Your writing sounds artificial and formulaic because of predictable AI patterns like binary contrasts, dramatic fragments, and false agency. These structural clichés pad the prose and create repetitive rhythm instead of delivering direct, specific communication.
Automated prose editing tools work best on structural clichés like filler phrases and passive voice but may not fix deeper conceptual gaps. They target predictable patterns and formulaic rhythm, so they require a complete draft to review and revise rather than generating content from scratch.
BeltDoorRemove predictable AI writing patterns from prose.
otahontasRewrite prose to be concise and concrete using Strunk's Elements of Style.
frankxaiRevise fiction and narrative prose drafts through seven structured passes.
boraoztuncRemove AI-writing patterns like filler phrases and passive voice from prose.
