Stop Sounding Like an AI: Turning Wikipedia's AI Writing Guide into an Agent Skill

Wikipedia editors developed a Signs of AI Writing guide to identify AI-generated text patterns, such as stock vocabulary and repetitive transitions. This guide was transformed into an open-source self-edit agent skill called Writ. Separately, discussions on AI agent production failures emphasize that mistakes, like incorrect refund amounts, often occur despite tools working as designed. Experts argue that instead of focusing on model decisions, organizations should determine which architectural layer should prevent damage before failures occur.