Prose Coach

Deterministic filter for AI writing patterns.

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What it can do

  • 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 pat

What data it sees

Do you need an account

No: the server works without sign-in

Deterministic filter for AI writing patterns. Marks 43 patterns — banned vocabulary, structural tells, pattern density — with the line that fired and the fix.

Server tool list (1)

Raw names from tools/list. Only developers need these.

scan_draftScan 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.
Prose Coach: connect to Claude, ChatGPT, Cursor · Connectors.fun