Summary
A comprehensive reference for spotting AI-generated text, built from academic research and real-world detection patterns. Covers vocabulary fingerprints like "delve" and "tapestry," structural tells like uniform sentence length and tricolon abuse, plus model-specific artifacts (ChatGPT's turn0search markers, Grok's XML tags). The methodology is layered: scan for technical artifacts first, then analyze vocabulary clusters, structure, and citations. Includes false positive prevention guidance since non-native speakers get flagged at 61% rates. Useful when you need to verify authorship or understand how detection actually works beyond vague "it sounds robotic" intuition. Requires 200+ words and multiple signals for reliable results.
Install to Claude Code
npx -y skills add mike-coulbourn/claude-vibes --skill ai-writing-detection --agent claude-codeInstalls into .claude/skills of the current project.
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
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Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
