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效率与协作 · SKILL.md

humanize-text

humanize-text

【效率与协作】Scores and rewrites text to remove AI writing patterns. Rates content across 7 dimensions — AI vocabulary, content inflation, grammar patterns, UX copy quality, structural tells, punctuation, and meta-content — each on a 1–10 scale. Works with raw text, Figma URLs, and UI screenshots. Based on Wikipedia's Signs of AI Writing field guide.

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技能说明

GitHub

name: humanize-text description: | Scores and rewrites text to remove AI writing patterns. Rates content across 7 dimensions — AI vocabulary, content inflation, grammar patterns, UX copy quality, structural tells, punctuation, and meta-content — each on a 1–10 scale. Works with raw text, Figma URLs, and UI screenshots. Based on Wikipedia's Signs of AI Writing field guide. triggers:

  • "humanize text"
  • "remove AI patterns"
  • "AI slop"
  • "de-slop"
  • "AI writing detection"
  • "UX copy quality score"
  • "humanize-text" das: type: package category: visual-components upstream: "https://github.com/gregorymm/humanize-text" version: latest

humanize-text

Catalogue stub — full skill: gregorymm/humanize-text

Install the full skill

Via the Claude Code plugin marketplace:

/plugin marketplace add gregorymm/humanize-text

Or install directly:

/plugin install humanize-text@gregorymm-humanize

What it does

Analyzes any text and produces a per-dimension score (1–10) plus a human-rewritten version:

DimensionWhat it catches
AI vocabularyOverused words: "delve", "leverage", "utilize", "seamlessly", "robust"
Content inflationUnnecessary padding, redundant qualifiers, filler transitions
Grammar patternsPassive overuse, nominalization, non-human sentence openers
UX copy qualityButton/label clarity, error message tone, empty state effectiveness
Structural tellsExcessive bullet lists, formulaic H2/H3 patterns, intro-body-conclusion rigidity
PunctuationEm-dash overuse, ellipsis as hedge, unnatural comma placement
Meta-contentSelf-referential phrases ("In this article…", "It's important to note…")

Works across input types: paste raw text, provide a Figma URL, or share a UI screenshot.

When NOT to use

  • Writing new UI copy from scratch — use ux-writing-skill
  • Writing new marketing copy — use copywriting-skill
  • Full design audit — use design-auditor or plan-design-review
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