Anti Slop Writing

What it does

This skill helps AI agents produce more human-sounding writing, avoiding the typical hallmarks of AI-generated text. It focuses on creating output that is more specific, less rigid, and generally avoids generic phrasing. The skill draws inspiration from research into AI text detection and guidelines for identifying signs of AI writing.

When to use it

• Rewriting formal content: Transform overly formal or verbose passages into more approachable language.
• Avoiding robotic tone: Inject personality and naturalness into AI-generated responses.
• Improving clarity: Produce concise and direct text that cuts out unnecessary jargon or filler phrases.
• Generating engaging descriptions: Craft vivid and specific details to make content more compelling (e.g., describing a festival with stall details and sold-out items).

Key capabilities

• Transforms formal writing into more natural language.
• Reduces the "AI feel" in generated text.
• Promotes specificity and detail in output.
• Supports various AI tools including Claude.ai, Claude Code, Copilot, Cursor, Windsurf, Gemini CLI, and Codex CLI.

Example prompts

• “Please rewrite this to sound more human.”
• "Make this writing not look like it was written by an AI."
• "No slop, get straight to the point."

Tips & gotchas

• The skill requires cloning the repository for tools other than Claude.ai.
• To quickly test if the skill is active, use a prompt requesting two versions of text: one formal and concise, the other casual and natural, avoiding AI templates.