Burstiness (CV)
—
Stylometric prose linter
Audit and humanize stiff, AI-shaped prose before you ship.
Audit text locally with the same deterministic analyzer used by the CLI.
npx skills add yanstd888/humanizer-lintAudit snapshot: 2026-11-02. Socket commit: 9517b10. Not evidence for unpublished changes.
01 / Analyzer
Analyzer
Reference samplesAI sample (English) · FAIL
Analysis languageAuto-detect
Delivery Gate
Rhythm and stylometry
Lexical and morphology
Domain hygiene
Final verdict
Results
—/100
Rhythm delta
—
Lexical diversity (MATTR)
—
Slop and morphology
—
Findings
How it works
A closed loop for prose quality
Measure the completed draft before publishing it.
1. Lexical and copywriting rules
Checks eight lexical packs and selected copy or CTA phrases.
2. Sentence and paragraph rhythm
Measures CV and adjacent delta; rhythm gates require eight sentences.
3. Vocabulary and n-grams
Uses adaptive MATTR, repeated n-grams, and Indonesian morphology.
4. Domain hygiene
File-aware CLI checks include UI accessibility, fixed widths, and code comments; the playground accepts plain text.
5. Delivery Gate
Review four diagnostic blocks and preserve meaning over scores.
Multilingual coverage
Eight anti-cliché packs, plus universal rhythm diagnostics
A local AI humanizer and prose linter for revising robotic writing, repeated stock phrases, flat sentence rhythm, Markdown, copywriting and calls to action. It checks style, not authorship.
A local, zero-dependency prose linter that flags stiff, AI-sounding writing (stock phrases, flat sentence rhythm, repeated wording) and tells you what to revise. A style checker, not an AI detector. Experimental rhythm diagnostics (uncalibrated thresholds). Humanizer-Lint is a prose linter, writing-style editor, stylometric analyzer, and deterministic local CLI validator. It reports sentence rhythm, paragraph rhythm, adjacent sentence delta, moving-average type-token ratio (MATTR), repeated n-grams, and compression ratio as diagnostics while retaining private local analysis.
EN · English
Examples: delve, tapestry.
ID · Bahasa Indonesia
Contoh: di era digital, tidak dapat dipungkiri.
ES · Español
Ejemplos: cabe destacar que.
MS · Melayu
Contoh: dalam era digital kini.
FR · Français
Exemple : il est important de noter que.
DE · Deutsch
Beispiel: es ist wichtig zu beachten.
PT · Português
Exemplo: vale ressaltar que.
ZH · 中文
例子：值得注意的是。
Experimental · Other Languages
Experimental rhythm diagnostics via Intl.Segmenter; thresholds are uncalibrated.
Writing assistant skill
For copywriting, blog editing, SEO articles, technical documentation, formal prose, translation polishing, and proofreading workflows.
Agent workflow
Use with Claude Code, Cursor, Windsurf, Codex, and Gemini CLI. Remove repetitive stock phrases without a network text upload.
Author voice profiling
Build a local profile, revise only flagged passages, and re-run the deterministic validator.
FAQ
Can this tool prove human authorship?
No. It checks writing-style signals, not who wrote the text.
Does the playground send text to a server?
No. Analysis runs in the browser; the CLI has no runtime network dependency.
Which languages are supported?
Eight lexical packs are included. Experimental rhythm diagnostics for other languages use uncalibrated thresholds.