Detect and eliminate AI slop patterns in text, code, and design.
npx skills add https://github.com/dzackgarza/ai --skill anti-slop-dzackgarza
Please help me install this Agent Skill. Skill: anti-slop Source: https://github.com/dzackgarza/ai/tree/main/opencode/skills/anti-slop Command: npx skills add https://github.com/dzackgarza/ai --skill anti-slop-dzackgarza
AI-generated content often drifts into generic phrasing, meta-commentary, and buzzword-laden prose. The Anti-Slop Skill identifies and eliminates these patterns across natural language, code, and design to make content more direct, concrete, and authentic.
Run the detector on a file to scan for slop patterns and review or apply cleanup as needed.
High-intent search queries and answers about installing and using this skill.
To remove AI slop patterns, run the detector script against your files to identify generic phrasing and buzzwords, then review and apply the recommended cleanups. Reference guides for text, code, and design patterns help maintain authentic content quality.
AI slop patterns include generic phrasing, meta-commentary, and buzzword-laden prose that make generated content feel inauthentic. The Skill identifies these high-risk patterns across natural language, code, and design to make content more direct and concrete.
Yes, you can automate content quality reviews by running the provided detector scripts. These scripts scan files for slop patterns and support both automated detection and manual review workflows for ongoing quality standards.
Yes, this approach works for code and design references. The Skill includes specific reference guides for code-patterns and design-patterns, allowing you to audit and clean up AI-generated slop across text, code, and design assets.
The best way to train your team is to use the included reference guides for text, code, and design patterns. These guides establish quality standards and train teams to identify and eliminate slop patterns during ongoing reviews.
No external dependencies are required. The Skill is self-contained with detector scripts and reference materials located in its directory, allowing you to scan files and apply cleanups independently.
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