Scribe Shared Utilities

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Scribe Shared Utilities serves as the backbone for the Scribe plugin suite, offering a centralized repository of 'slop' word lists, sycophantic phrase detection, and vocabulary substitutions. It enables Claude to identify generic AI writing patterns—such as the overreliance on words like 'delve' or 'tapestry'—and provides standardized tools for scoring content quality and detecting file types. By centralizing these patterns, it ensures consistent, high-quality, and human-like output across documentation and coding tasks within the Scribe ecosystem.

Características Principales

• Automated vocabulary substitution mapping
• Content quality scoring and rating thresholds
• Intelligent file type and content detection
• 130 GitHub stars
• Multi-tier AI 'slop' word detection lists
• Identification of sycophantic phrases and vapid openers

Casos de Uso

• Standardizing content quality checks across documentation workflows
• Filtering repetitive AI-isms from technical writing and READMEs
• Implementing automated style enforcement based on predefined scoring constants