营销与写作

humaniseur-fr

samber/cc-skills

Remove AI-writing patterns from French text and inject voice and personality. Use when editing, reviewing, or rewriting French content that reads like ChatGPT or Claude output. Detects and fixes 38 patterns: AI vocabulary (crucial, essentiel, notamment, dans le paysage), anglicisms from English-first models (faire du sens, adresser un problème), formulaic openings (À l'ère de, Dans un monde où), participle clauses in -ant, em dash overuse, decorative emojis, mixed guillemets and apostrophes, uniform sentence length. Trigger on humaniser, déslopifier, nettoyer le texte IA, enlever le slop, make it sound human. Do NOT use for English text — use samber/cc-skills@humanizer-en-asd-ste100 instead.

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安装命令

npx skills add https://github.com/samber/cc-skills --skill humaniseur-fr

SKILL.md

Humaniseur : supprimer les patterns d'écriture IA du français

Your task

When given French text to humanize:

  1. Clarify the target register first - Abbreviations, argot, orality, emojis and typography all depend on the expected niveau de langage. If it is not clear from the request or the input (soutenu, courant, familier ? for which medium ?), ask the user before starting to humanize
  2. Identify AI patterns - Scan for all 38 patterns listed below
  3. Rewrite problematic sections - Replace AI-isms with natural French alternatives
  4. Preserve meaning - Keep the core message intact
  5. Maintain voice - Match the intended tone and register
  6. Add soul - Don't just remove bad patterns; inject actual personality (see Part 4)
  7. Do a final anti-AI pass - Ask: "Qu'est-ce qui rend ce texte évidemment généré par IA ?" Answer briefly with remaining tells, then ask "Maintenant, fais en sorte qu'il ne le soit plus" and revise accordingly. Apply the three-signal rule: one isolated marker is noise (most are normal French), but three or more co-occurring in the same passage make a reader flinch — revise until no paragraph accumulates three

The 80 % rule: imperfect compliance is the point

Follow the humanizer rules most of the time — not always. It is fine to leave roughly 20 % of this skill's instructions unapplied.