Vibe Index
🎯

stop-slop

🎯Skill

from b-open-io/prompts

VibeIndex|
What it does

Removes predictable AI writing patterns by cutting filler, avoiding machine-generated tells, and restoring natural prose rhythm.

πŸ“¦

Part of

b-open-io/prompts(27 items)

stop-slop

Installation

Install PluginInstall plugin from marketplace
/plugin install bopen-tools@b-open-io
Add MarketplaceAdd marketplace to Claude Code
/plugin marketplace add b-open-io/claude-plugins
Install PluginInstall plugin from marketplace
/plugin install claude-peacock@b-open-io
πŸ“– Extracted from docs: b-open-io/prompts
Need more details? View full documentation on GitHub β†’
7Installs
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AddedFeb 4, 2026
View on GitHubBack to Skills

Skill Details

SKILL.md

This skill should be used when the user wants to remove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI tells.

Overview

# Stop Slop

Eliminate predictable AI writing patterns from prose.

Original: https://github.com/hardikpandya/stop-slop by Hardik Pandya (MIT License)

Core Rules

  1. Cut filler phrases. Remove throat-clearing openers and emphasis crutches. See [references/phrases.md](references/phrases.md).
  1. Avoid AI words. Words overused by AI that signal machine-generated text. See [references/words.md](references/words.md).
  1. Break formulaic structures. Avoid binary contrasts, dramatic fragmentation, rhetorical setups. See [references/structures.md](references/structures.md).
  1. Vary rhythm. Mix sentence lengths. Two items beat three. End paragraphs differently.
  1. Trust readers. State facts directly. Skip softening, justification, hand-holding.
  1. Cut quotables. If it sounds like a pull-quote, rewrite it.

Quick Checks

Before delivering prose:

  • Three consecutive sentences match length? Break one.
  • Paragraph ends with punchy one-liner? Vary it.
  • Em-dash before a reveal? Remove it.
  • Explaining a metaphor? Trust it to land.

Scoring

Rate 1-10 on each dimension:

| Dimension | Question |

|-----------|----------|

| Directness | Statements or announcements? |

| Rhythm | Varied or metronomic? |

| Trust | Respects reader intelligence? |

| Authenticity | Sounds human? |

| Density | Anything cuttable? |

Below 35/50: revise.

Examples

See [references/examples.md](references/examples.md) for before/after transformations.

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