blader/humanizer /skills/humanizer

humanizer

Removes robotic cadence, clichés, and LLM syntax patterns from draft documents.

Primary Agent: Claude & Cursor

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Version: v1.4.2

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Downloads: 14,209

SKILL.md Instructions & Execution Spec

---
name: humanizer
description: Transform mechanical AI phrasing into authentic, rhythmically varied prose with natural human cadence.
compatibility: claude-3-7-sonnet, gpt-4o, cursor
---

# Execution Steps
1. Scan document for repetitive adverbial transitions ('Furthermore', 'In conclusion', 'Delve').
2. Introduce staccato vs compound sentence rhythm variation.
3. Validate anti-pattern checks against common detector n-grams.

Files Included in Zip:

SKILL.md

evals/humanizer.json

rules/cadence-map.yaml