coach.prose/prose-coach

name:coach.prose/prose-coach

Deterministic writing filter. Marks 43 AI patterns with the line and the fix.

transport:: remote
credential class:: self-provisionable

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Tools

scan_draft
Scan a draft for the patterns that make writing read as AI-generated: banned vocabulary, structural tells (triplets, negation formulas, summary closers, colon chains, flat rhythm), and pattern density scored against the accumulation threshold. Deterministic — the same text always returns the same findings. Run this before showing the user any outward-facing draft: an email, a post, a cover letter, marketing copy, a blog article. Returns each finding with the evidence quoted from the text and the fix.
shallow

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