Detect and remove AI-generated prose patterns from text.
npx skills add https://github.com/bjcoombs/ai-native-toolkit --skill deslop-bjcoombs
Please help me install this Agent Skill. Skill: deslop Source: https://github.com/bjcoombs/ai-native-toolkit/tree/main/skills/deslop Command: npx skills add https://github.com/bjcoombs/ai-native-toolkit --skill deslop-bjcoombs
This skill identifies and removes the generic, robotic, and repetitive patterns—often called slop—that characterize unedited AI-generated text, ensuring your writing sounds authentic and thoughtful.
Use the deslop skill to audit the attached draft and provide a list of specific AI-generated phrases that should be removed or rewritten.
High-intent search queries and answers about installing and using this skill.
To remove AI-generated filler, you can use an audit mode that scans text to identify specific AI tells like puffery and repetitive structures, replacing generic filler with natural, human-sounding prose. This restores an authentic, thoughtful voice to your drafts.
Common identifiable patterns of AI-generated prose include generic filler vocabulary, excessive puffery, and predictable rule-of-three structures. Detecting these stylistic heuristics helps locate robotic, repetitive phrasing that reduces the human readability of professional communications.
Yes, you can silently check articles for AI patterns before publishing by using a dedicated quality gate mode. This self-check mechanism ensures your drafts meet high-quality, human-sounding standards and maintain a natural tone without requiring an explicit audit report.
Yes, this approach works effectively for professional communications like marketing emails and reports. By applying established linguistic patterns and stylistic heuristics, it transforms generic AI-drafted content into writing that feels authored by a subject matter expert.
To get a detailed findings report of AI tells instead of a cleaned text version, you can explicitly instruct the audit tool to identify and list specific AI-generated phrases. This provides a targeted breakdown of filler vocabulary and puffery for manual rewriting.
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