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stop-slop

Rewrites AI-sounding marketing copy against banned phrase and structure rules.

Updated Jul 15, 2026
Search Tags:#editing#style guide#copywriting#ai writing#brand voice#marketing copy#rewrite
One-click install
npx skills add https://github.com/executiveusa/buffer-blaster- --skill stop-slop-executiveusa
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: stop-slop
Source: https://github.com/executiveusa/buffer-blaster-/tree/main/skills/stop-slop
Command: npx skills add https://github.com/executiveusa/buffer-blaster- --skill stop-slop-executiveusa

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI-generated captions, hooks, scripts, and UI copy often read as generic filler full of jargon, throat-clearing openers, and empty superlatives. This Skill enforces a concrete anti-slop style guide so every piece of text output sounds like a real person before it leaves the pipeline. ## Core Features & Use Cases - Banned phrase detection: Auto-rejects throat-clearing openers, emphasis crutches, business jargon, vague declaratives, and meta-commentary. - Structural pattern rules: Flags binary contrasts, negative listing, dramatic fragments, rhetorical setups, false agency, and passive voice. - Five-dimension scoring rubric: Checks opener quality, adverb count, pull-quote risk, person test, and jargon count on every output. - Vertical-specific guidance: Provides rewrite examples for food and beverage, beauty, and apparel copy. - Use Case: A marketing team generating UGC video scripts runs each hook and caption through this checklist, rewriting any line that fails the rubric before client review. ## Quick Start Review this product caption against the stop-slop rules and rewrite any sentence that fails the scoring rubric.

Frequently Asked Questions about stop-slop

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I make AI-generated marketing copy sound human?▼

Run the copy against a banned-phrase list covering throat-clearing openers, emphasis adverbs, and business jargon, then rewrite failures from scratch. Write specific, sensory, present-tense sentences the way a real customer would describe the product to a friend.

What phrases should I avoid in AI-written captions and hooks?▼

Avoid openers like "In today's fast-paced world", crutches like "certainly" and "incredibly", jargon like "leverage" and "seamless", and vague lines like "the results speak for themselves". These patterns signal generic AI output and should trigger a rewrite.

How do I check whether product copy passes a quality rubric?▼

Score each output on five dimensions: does it open with the actual point, does it contain zero adverbs, could it appear on a motivational poster, could a real person say it naturally, and does it contain banned jargon. Any failure means rewrite from scratch.

Does this writing style guide work for food and beauty brands?▼

Yes, it includes vertical-specific rules. Food copy should describe the sensation rather than claim deliciousness, beauty copy should describe the specific experience rather than promise transformation, and apparel copy should convey the feeling of wearing the item.

When should I not apply anti-slop rewriting rules?▼

The rules target verbal marketing content such as captions, hooks, scripts, and UI copy. They are not designed for technical documentation, legal text, or structured data output where precision and standard terminology matter more than conversational tone.

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