Use My /No-AI-Slop Skill to Remove 20+ Patterns of AI Slop From Your Writing

2026-07-22 · Source: Behind the Craft · Field: Technology & Digital — Artificial Intelligence & Machine Learning, Software Development & Engineering · Depth: Intermediate, extended

Summary

The article introduces the "/no-ai-slop" skill, available for free on GitHub, which identifies and removes over 20 common patterns of AI-generated text. This tool can edit writing, detect AI-generated content, and even create satirical "slop" posts. The author also presents a "25/50/25 rule" for AI-assisted writing, advocating for human-led initial drafting (first 25%) and final manual review (last 25%), with AI handling the middle 50% for cleanup and clarity. The piece warns against over-reliance on AI, noting that "slop" can erode trust, even if it sometimes achieves viral reach. An accompanying video transcript further details a five-step process for building robust AI skills, including using examples, explicit trigger descriptions, evals.md for automated self-correction, and memory.md for continuous improvement.

Key takeaway

For AI Engineers or professional writers integrating AI, you should prioritize human oversight in your creative process. Implement the 25/50/25 rule, dedicating the first and last 25% to manual drafting and refinement, while leveraging AI for the middle 50% of cleanup. This approach prevents "AI slop" and preserves trust with your audience, ensuring your output maintains authenticity and quality. Consider integrating the /no-ai-slop skill to actively refine your AI-generated content.

Key insights

The "/no-ai-slop" skill identifies and removes 20+ AI writing patterns, promoting human-centric AI integration.

Principles

• Human judgment anchors AI-assisted writing quality.
• AI "slop" erodes trust, despite potential viral reach.
• Robust AI skills require explicit triggers and self-correction.

Method

A five-step process for building AI skills involves creating with examples, defining explicit triggers, testing with evals.md for pass-fail checks, building memory.md for improvement, and using a skill editor to audit.

In practice

• Install the /no-ai-slop skill for editing.
• Adopt the 25/50/25 rule for AI writing.
• Implement evals.md for AI skill self-auditing.

Topics

• AI Content Editing
• AI Skill Building
• Writing Workflow
• AI Slop Detection
• Trust in AI Content
• Prompt Engineering

Code references

• petergyang/no-ai-slop

Best for: Prompt Engineer, AI Engineer, AI Student

Related on AIssential

• How to Stop Writing AI Slop — Unedited AI-assisted writing often results in generic "AI slop" due to common tropes, requiring human refinement.
• How This Small Startup Achieved a Near-Perfect Record Against AI Slop — Pangram Labs prioritizes near-zero false positives in AI detection to reliably identify AI-generated content.
• AI slop is mostly a people problem, not a model problem — AI-generated "slop" is a human input problem, not an AI model deficiency.
• Humans Invented Slop Long Before AI — "AI slop" is not new; human writing was already predominantly low-quality and repetitive.
• AISLOPOPEDIA: The Complete Encyclopedia of AI-Generated Slop — AI-generated text often exhibits predictable, overused linguistic patterns that diminish originality and impact.
• Our Rules for AI Writing — Ethical AI writing involves using AI as an assistant, not a ghostwriter, to preserve human authorship, learning, and accountability.

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Editorial summary, takeaway, and curation by AIssential. Original article published by Behind the Craft.