De Slopify
De Slopify removes unnecessary formatting and clutter from text, streamlining it for clarity and readability – a quick cleanup tool!
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add de-slopify npx -- -y @trustedskills/de-slopify
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"de-slopify": {
"command": "npx",
"args": [
"-y",
"@trustedskills/de-slopify"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
De Slopify is a skill designed to refine text and remove common writing patterns characteristic of AI-generated content, often referred to as “AI slop.” It aims to make documentation and other written materials sound more authentic and human-written by identifying and correcting stylistic quirks. This process requires careful manual review and revision, rather than automated substitutions. The tool focuses on eliminating phrases and structures that are disproportionately common in LLM output and can create an inauthentic or "cringe" tone.
When to use it
- Refining documentation to improve readability and user perception.
- Editing blog posts or articles where a more natural writing style is desired.
- Cleaning up marketing copy that has been generated by AI tools.
- Polishing reports or presentations to ensure professional and engaging language.
- Improving the overall tone of any text intended for human consumption.
Key capabilities
- Manual Review: The skill requires a systematic, manual review of each line of text.
- Emdash Removal/Replacement: Identifies and replaces overuse of emdashes with alternatives like semicolons or commas, or recasts sentences entirely.
- Trope Elimination: Removes formulaic phrases such as "It's not X, it’s Y," "Here's why," and “Let’s dive in.”
- Sentence Restructuring: Rewrites sentences to improve flow and eliminate overly formal or enthusiastic language.
Example prompts
- "De Slopify this document and make it sound more natural."
- "Please review this article for AI writing artifacts and revise accordingly, paying close attention to emdash usage."
- "Can you De Slopify this paragraph? I want it to read like a human wrote it."
Tips & gotchas
- Manual Effort Required: This skill necessitates careful manual review; automated solutions are not effective. Expect to spend time reviewing and revising the output.
- Context is Key: The skill emphasizes that context matters, so sometimes an emdash or other stylistic choice might be appropriate. Use judgment when applying changes.
- Ultrathink Recommended: The prompt explicitly suggests using "ultrathink" for more thoughtful revisions.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
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Passed automated security scans.