From journalism-toolkit
Detects AI-generated text, click-farm content, and synthetic articles via multi-tool consensus (GPTZero, Originality.ai, Copyleaks), perplexity/burstiness analysis, stylometric fingerprinting, and pattern recognition.
npx claudepluginhub swarochish/journalism-toolkit**Purpose**: Detect AI-generated text, click-farm content, synthetic articles **Outputs**: AI probability scores, detection consensus reports, stylometric fingerprints **When to Use**: Suspected AI-generated or click-farm text content (Tier 2 - conditional) **Key Tools**: GPTZero, Originality.ai, Copyleaks, perplexity/burstiness analysis, stylometric fingerprinting - Multi-tool AI text detectio...
Audits text for 34 AI writing pattern categories and rewrites to remove AI-isms, making it sound human. Outputs diff summary of changes by content type (blogs, LinkedIn, docs).
Reviews prose for AI writing tells and patterns in vocabulary, structure, tone, rhetoric, craft, and statistical signatures. Classifies severity and reports findings without modifying files.
Detects AI-generated 'slop' in documentation by scanning for tiered vocabulary markers, phrase patterns, and structural issues like em dashes or bullet overuse. Generates scored reports with line-specific findings and suggestions.
Share bugs, ideas, or general feedback.
Purpose: Detect AI-generated text, click-farm content, synthetic articles Outputs: AI probability scores, detection consensus reports, stylometric fingerprints When to Use: Suspected AI-generated or click-farm text content (Tier 2 - conditional) Key Tools: GPTZero, Originality.ai, Copyleaks, perplexity/burstiness analysis, stylometric fingerprinting