modelscope.cn

stop-slop

Remove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI tells.

Installation

$ npx skills add https://modelscope.cn

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

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Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 1,555 B

History

  1. First recorded snapshot · 0 installs

SKILL.md

Stop Slop

Eliminate predictable AI writing patterns from prose.

Core Rules

  1. Cut filler phrases. Remove throat-clearing openers and emphasis crutches. See [references/phrases.md](references/phrases.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.

License

MIT