# Content Locale Humanize Fr

> Per-language calibration anchors for detecting AI-slop and translationese in French (fr) target text — auto-loads alongside content-locale-humanize when the target language is French.

- Skill: `muvon/content-locale-humanize-fr` (Agent Skill)
- Install (CLI): `npx skillmds@latest add muvon/content-locale-humanize-fr`
- Raw SKILL.md: https://api.skillmd.com/api/skills/muvon/content-locale-humanize-fr/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- License: Apache-2.0
- Author: Muvon (https://skillmd.com/u/muvon)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/muvon/content-locale-humanize-fr

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## Overview

Sourced calibration anchors for French, feeding `content-locale-humanize`'s AI-Slop & Translationese dimension. This is a calibration aid, not the checklist — reason natively beyond it (see the core skill's "why structure, not word lists" section).

## Instructions

Sourcing confidence: solid. French has the most convergent, independently-reported sourcing of any language checked so far.

Connector pileup: de plus, en outre, par ailleurs, donc, cependant, ainsi — nearly every paragraph.

Cliché metaphors (English AI-isms calqued): plonger dans, naviguer, s'embarquer.

Power words: crucial, essentiel, vital.

Stock: en constante évolution, tapisserie, nuance, en conclusion.

Construction: "non seulement… mais aussi…".

## References

alexiacontenuillimite.substack.com, startups-nation.fr, gpthuman.ai.