Remove filler phrases and formulaic structures from AI-generated prose.
npx skills add https://github.com/cbbkrd-tech/jl-finishes --skill stop-slop-cbbkrd-tech
Please help me install this Agent Skill. Skill: stop-slop Source: https://github.com/cbbkrd-tech/jl-finishes/tree/main/.claude/skills/stop-slop Command: npx skills add https://github.com/cbbkrd-tech/jl-finishes --skill stop-slop-cbbkrd-tech
This Skill helps users identify and remove predictable patterns and filler language commonly found in AI-generated text, making prose sound more human and engaging.
Apply the stop-slop skill to refine the provided draft by removing filler phrases and formulaic structures.
High-intent search queries and answers about installing and using this skill.
Sentence rhythm variation breaks formulaic AI structures by altering sentence length and flow. This quick check detects predictable patterns, ensuring prose sounds natural and engaging rather than mechanically generated.
To edit a generic draft for authenticity, apply rules that target and remove filler phrases and formulaic structures. These quick checks against your provided text refine prose by enhancing directness and varying sentence rhythm.
Yes, this prose refinement approach works without external dependencies. It operates independently by applying internal core rules and quick checks directly against provided text to identify and remove predictable AI writing patterns.
You should not use an AI detection removal tool if your draft requires structural rewriting or fact-checking. This approach strictly targets predictable AI tells, filler phrases, and sentence rhythm, operating as a surface-level prose refinement check.
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