🧪 Ai Writing Detection
Comprehensive AI writing detection patterns and methodology. Provides vocabulary lists, structural patterns, model-specific fingerprints, and false positive prevention guidance. Use when analyzing text for AI authorship or understanding detection patterns.
npx playbooks add skill mike-coulbourn/claude-vibes --skill ai-writing-detection
About Ai Writing Detection
The Ai Writing Detection tool provides comprehensive patterns and methodology for detecting AI-authored text, including vocabulary lists, structural patterns, and model-specific fingerprints, as well as guidance on preventing false positives. This tool connects to text analysis tasks, enabling developers to determine whether a piece of writing was generated by a human or an AI model. A developer would use Ai Writing Detection when they need to analyze text for AI authorship or understand the patterns used to detect AI-generated content.
The 30-word prompt provides structured testing & qa guidance — covering detailed methodology and consistent output formats. Install it in one command.
Use Cases
- Writing unit, integration, and end-to-end tests
- Setting up test coverage and CI pipelines
- Refactoring legacy code with confidence using tests
- Creating test plans and QA checklists
Example Prompts
System Prompt (30 words)
Comprehensive AI writing detection patterns and methodology. Provides vocabulary lists, structural patterns, model-specific fingerprints, and false positive prevention guidance. Use when analyzing text for AI authorship or understanding detection patterns.
Frequently Asked Questions
What is Ai Writing Detection?
Ai Writing Detection is a free testing & qa skill for AI coding agents. Comprehensive AI writing detection patterns and methodology. Provides vocabulary lists, structural patterns, model-specific fingerprints, and false positive prevention guidance. Use when analyzing text for AI authorship or understanding detection patterns.. It provides a specialized system prompt that configures your agent with testing & qa expertise.
How do I use Ai Writing Detection with Claude Code?
Run npx playbooks add skill mike-coulbourn/claude-vibes --skill ai-writing-detection in your terminal to install Ai Writing Detection into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Ai Writing Detection?
Ai Writing Detection is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Ai Writing Detection free to use?
Yes, Ai Writing Detection is completely free and open source. The full source is available on GitHub at https://github.com/mike-coulbourn/claude-vibes/tree/main/plugins/vibes/skills/ai-writing-detection. You only need a subscription to the AI agent you use it with.
