stop-slop
A skill file for removing AI tells from prose
Master Stop Slop's 5-dimension rubric for scoring prose. Learn best practices to evaluate writing across Directness, Rhythm, Trust, Authenticity, and Density. Improve your scoring accuracy today.
Removing Emphasis Crutches from AI-Generated Content with Stop-SlopRemove AI emphasis crutches from content using Stop Slop. This data-only skill injects markdown rulebooks to enhance your AI writing. Learn more!
How Stop Slop Handles Extreme Qualifiers like "Every" and "Never"Stop Slop tackles extreme qualifiers like every and never by guiding you to replace lazy extremes with concrete, quantifiable language for stronger writing.
How to Identify and Remove Meta-Commentary Phrases Using the Stop-Slop SkillLearn to identify and remove meta-commentary phrases like Hint and Plot twist with the Stop-Slop skill. Streamline your prose by automatically stripping self-referential asides.
Applying Stop Slop Guidelines to Technical Documentation: A Complete WorkflowLearn to apply Stop Slop guidelines to your technical documentation. Import SKILL.md rules, use phrase catalogs, and enforce quality with a 50-point rubric for better clarity and accuracy.
How to Create Custom Rules Based on Stop Slop Principles: A Complete GuideCreate custom Stop Slop rules without code changes by editing declarative Markdown reference files. This complete guide shows you how to implement Stop Slop principles effectively.
How to Use Stop Slop Reference Files (phrases.md and structures.md)Learn how to use Stop Slop reference files like phrases.md and structures.md to prune filler phrases and structural patterns. Apply fixes for cleaner prose with your language models.
How to Integrate Stop Slop with Claude Code: A Step-by-Step Implementation GuideLearn to integrate Stop Slop with Claude Code. This guide explains loading the SKILL.md file as a system prompt and resolving markdown links for banned phrases and patterns.
How to Fix Rhetorical Setups and Socratic Posturing in Text Using the Stop‑Slop SkillFix rhetorical setups and Socratic posturing in text with the StopSlop skill. Eliminate AI writing clichés for cleaner, more effective content.
Why Wh- Sentence Starters Are Considered Problematic in Stop SlopDiscover why Wh- sentence starters are problematic in writing. Learn how they soften statements, delay information, and create a passive tone, hindering directness and active voice.
How to Convert Negative Listings to Direct Statements in Technical WritingConvert negative listings to direct statements in technical writing. Eliminate negations and use concise affirmations for clearer communication. Learn how transform verbose denials into direct assertions now.
How to Eliminate Vague Declaratives in AI-Generated Writing Using Stop SlopEliminate vague declaratives in AI writing with stop slop. This Claude skill detects and removes uncertain sentences, enforcing transformation rules and blocklists for clearer, more impactful content.
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