Vibe Index
🎯

stop-slop

🎯Skill

from tdhopper/dotfiles2.0

VibeIndex|
What it does

Eliminates predictable AI writing patterns to make prose more direct, authentic, and human-like.

πŸ“¦

Part of

tdhopper/dotfiles2.0(10 items)

stop-slop

Installation

πŸ“‹ No install commands found in docs. Showing default command. Check GitHub for actual instructions.
Quick InstallInstall with npx
npx skills add tdhopper/dotfiles2.0 --skill stop-slop
Need more details? View full documentation on GitHub β†’
2Installs
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AddedFeb 4, 2026
View on GitHubBack to Skills

Skill Details

SKILL.md

Use this skill when writing or editing prose to eliminate predictable AI writing patterns. Helps make writing more direct, authentic, and human.

Overview

# Stop Slop

Eliminate predictable AI writing patterns from prose. Apply these rules to any writing task.

Core Principles

  1. Eliminate filler - Remove predictable opening phrases and emphasis words
  2. Avoid formulaic patterns - Sidestep binary contrasts and dramatic structures
  3. Vary sentence rhythm - Mix lengths and paragraph endings
  4. Write directly - Trust readers without excessive explanation
  5. Remove quotable moments - Rewrite anything that reads like a pull-quote

Quick Audit Before Finalizing

  • Check for repetitive sentence lengths
  • Look for monotonous paragraph endings
  • Remove unnecessary em-dashes
  • Cut over-explained metaphors

Assessment Framework

Rate prose 1-10 on each dimension:

  • Directness - Does it get to the point?
  • Rhythm - Does sentence length vary naturally?
  • Trust - Does it respect reader intelligence?
  • Authenticity - Does it sound like a human wrote it?
  • Density - Is every word earning its place?

Below 35/50: revise.

Reference Files

See the references/ directory for:

  • phrases.md - Specific phrases to eliminate
  • structures.md - Formulaic patterns to avoid
  • examples.md - Before/after transformations

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