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Moltline Humanizer

com.moltlinestudio/humanizer

Find AI-isms with evidence and fingerprint a writing voice from samples. 3 of 5 free.

This endpoint completed initialize and tools/list. No tool was called.

Rank
#4036
Score
81
Tool tokens
1,902
Tools
5

Tools

Token cost is the o200k count of the tools list JSON, including schemas, before any tool is called.

  • ai_tell_scan

    Scan a draft for the measurable tells of AI-generated prose. FREE. Flags stock phrases (with exact quotes), structural reflexes, uniform sentence rhythm, em-dash overuse, and hedging boilerplate — ev

  • voice_fingerprint

    Build a measurable voice profile from samples of a person's real writing. FREE. Feed it 2+ samples (emails, posts, essays — 150+ words total) and use the result with humanize_plan / verify_rewrite. T

  • burstiness_report

    Map a draft's sentence rhythm and find where it goes flat. FREE. Reports per-sentence lengths, the burstiness coefficient, and runs of similar-length sentences. Typical input {"text": "<draft>"} retu

  • humanize_plan

    Produce a precise rewrite brief that de-AIs a draft, with numeric targets. PREMIUM (license). Lists every flagged tell with its fix and sentence-rhythm surgery targets; when a voice_fingerprint resul

  • verify_rewrite

    Verify a rewrite actually improved: score delta, meaning check, voice distance. PREMIUM (license). Compares reads-human score before/after, a meaning-preservation proxy, and (with a fingerprint) nume

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