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://github.com/hardikpandya/stop-slop --skill stop-slop
Run in your project or agent environment. Adjust flags if your CLI version differs.

SKILL.md

$27

  • Cut quotables. If it sounds like a pull-quote, rewrite it.

Quick Checks

Before delivering prose:

  • Any adverbs? Kill them.
  • Any passive voice? Find the actor, make them the subject.
  • Inanimate thing doing a human verb ("the decision emerges")? Name the person.
  • Sentence starts with a Wh- word? Restructure it.
  • Any "here's what/this/that" throat-clearing? Cut to the point.
  • Any "not X, it's Y" contrasts? State Y directly.
  • Three consecutive sentences match length? Break one.
  • Paragraph ends with punchy one-liner? Vary it.
  • Em-dash anywhere? Remove it.
  • Vague declarative ("The implications are significant")? Name the specific implication.
  • Narrator-from-a-distance ("Nobody designed this")? Put the reader in the scene.
  • Meta-joiners ("The rest of this essay...")? Delete. Let the essay move.

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 for before/after transformations.

License

MIT

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