writing-humanizer

Este extracto es una copia guardada durante la revisión. La fuente externa contiene la versión completa y actual.

---
name: writing-humanizer
description: "Use when writing or editing human-readable prose such as docs, PRs, issues, release notes, errors, UI copy, commits, tooltips, or support replies, especially when text sounds robotic, padded, monotonous, or overly formal. Covers AI-tell removal, active voice, hedging reduction, readability diagnosis, sentence rhythm, vocabulary variety, tone mapping, paragraph rhythm, bullets-vs-prose choice, and the 5-step humanization workflow. Do NOT use for documentation routing/type selection, code-identifier naming, or in-product UI-text pattern catalogs. Do NOT use for decide kebab-case vs camelCase for this new database column. Do NOT use for draft the marketing headline for the pricing page with strong persuasion. Do NOT use for restructure this doc into a tutorial format with progressive disclosure. Do NOT use for rewrite this UI button label so it names the actual action instead of saying Submit. Do NOT use for rename this React component across all call-sites in the repo. Do NOT use for audit this WCAG 2."
license: MIT
allowed-tools: Read Grep Edit
metadata:
  subject: design
  public: "true"
  scope: "Writing and editing human-readable prose — docs, PRs, issues, release notes, errors, UI copy, commits, tooltips, support replies — especially when text sounds robotic, padded, monotonous, or overly formal: AI-tell removal, active voice, hedging reduction, readability diagnosis, sentence rhythm, vocabulary variety, tone mapping, paragraph rhythm, the bullets-vs-prose choice, and the 5-step humanization workflow. Portable across any written communication; principle-grounded, not repo-bound. Excludes documentation routing/type selection, code-identifier naming, and in-product UI-text pattern catalogs (microcopy)."
  taxonomy_domain: design/content
  stability: experimental
  keywords: "[\"AI-tell detection\",\"AI-tell removal\",\"prose humanization\",\"passive-to-active voice\",\"hedging-pattern removal\",\"readability scoring diagnosis\",\"sentence-rhythm pattern\",\"3-beat sentence variety\",\"hook-body-landing paragraph\",\"tone mapping framework\"]"
  triggers: "[\"humanize this text\",\"sounds AI-generated\",\"strip the AI tells\",\"make this read like a human wrote it\",\"this prose is robotic\"]"
  examples: "[\"this PR description sounds AI-generated — strip the tells and rewrite it concisely\",\"rewrite this onboarding paragraph in the active voice with shorter average sentence length\",\"audit this release-notes draft for Tier 1 AI tells (delve, leverage, comprehensive, testament)\",\"this paragraph starts every sentence with The dashboard — rotate the openers and vary the rhythm\",\"humanize this error-message body so it stops sounding like a corporate FAQ\",\"drop the hollow intensifiers and over-qualification from this tooltip\",\"the docs team flagged this prose as robotic — apply the 5-step humanization workflow\"]"
  anti_examples: "[\"decide kebab-case vs camelCase for this new database column\",\"draft the marketing headline for the pricing page with strong persuasion\",\"restructure this doc into a tutorial format with progressive disclosure\",\"rewrite this UI button label so it names the actual action instead of saying Submit\",\"rename this React component across all call-sites in the repo\",\"audit this WCAG 2.2 contrast violation on the dashboard\"]"
  relations: "{\"suppresses\":[{\"skill\":\"microcopy\",\"reason\":\"microcopy owns the specific in-product UX-text patterns (button labels, empty-state structure, tooltip rules, dialog rules, toast rules); writing-humanizer owns AI-tell removal and prose-rhythm rules across any human-readable text including but not limited to UI — the same 'rewrite this for humans' prompt routes by whether the surface is a specific UI pattern or any other prose\"}],\"related\":[\"linguistics\",\"microcopy\",\"semantics\"],\"verify_with\":[\"linguistics\"]}"
  mental_model: "|"
  purpose: "|"
  concept_boundary: "|"
  analogy: "Writing humani