multiAI Summary Pending

stop-slop

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

231 stars

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/stop-slop/SKILL.md --create-dirs "https://raw.githubusercontent.com/aiskillstore/marketplace/main/skills/hardikpandya/stop-slop/SKILL.md"

Manual Installation

Download SKILL.md from GitHub
Place it in .claude/skills/stop-slop/SKILL.md inside your project
Restart your AI agent — it will auto-discover the skill

How stop-slop Compares

Feature / Agent	stop-slop	Standard Approach
Platform Support	multi	Limited / Varies
Context Awareness	High	Baseline
Installation Complexity	Unknown	N/A

Frequently Asked Questions

What does this skill do?

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

Which AI agents support this skill?

This skill is compatible with multi.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# 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).

2. **Break formulaic structures.** Avoid binary contrasts, dramatic fragmentation, rhetorical setups. See [references/structures.md](references/structures.md).

3. **Vary rhythm.** Mix sentence lengths. Two items beat three. End paragraphs differently.

4. **Trust readers.** State facts directly. Skip softening, justification, hand-holding.

5. **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