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Stop Slop is a skill tool designed to help Claude and other LLMs identify and remove AI-generated writing patterns such as predictable phrases, structural clichés, and common linguistic tells from prose. It provides structured references, scoring criteria, and implementation methods for various platforms including Claude Code, Projects, custom instructions, and API calls.
Built for AI agentsACO · 373 tokens
Summary
Stop Slop is a skill tool designed to help Claude and other LLMs identify and remove AI-generated writing patterns such as predictable phrases, structural clichés, and common linguistic tells from prose. It provides structured references, scoring criteria, and implementation methods for various platforms including Claude Code, Projects, custom instructions, and API calls.
Tags
ai-writing · prose-editing · git-workflow · llm-patterns · writing-skill · content-quality
Key entities
Claude (technology, 0.95) · LLM (technology, 0.95) · Hardik Pandya (person, 0.9) · AI-writing patterns (concept, 0.9) · prose-editing (concept, 0.85)
Classification
framework · language en · status final
Provenance
claude-haiku-4-5 via @stacklist/be@0.1.0, confidence 0.85, 7 Jun 2026