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GitHub - hardikpandya/stop-slop: Remove AI Tells from Prose

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.

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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