manusiawi

Rewrite Malaysian Bahasa Melayu text to remove AI patterns and Indonesian words.

27|6|Updated Apr 16, 2026
One-click install
npx skills add https://github.com/abualif120/manusiawi --skill manusiawi
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: manusiawi
Source: https://github.com/abualif120/manusiawi/tree/main
Command: npx skills add https://github.com/abualif120/manusiawi --skill manusiawi

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Manusiawi removes AI-like writing patterns from Malaysian Bahasa Melayu and converts Indonesian “intrusions” back into natural Malaysian BM so your text sounds like a real Malaysian wrote it.

Core Features & Use Cases

  • AI-isms cleanup for Malaysian BM: Detects and rewrites common AI writing tells (e.g., formal “era globalisasi” openers, inflated academic/business vocabulary, stacked discourse markers, and unnatural phrasing).
  • Indonesian intrusion detection: Flags and replaces Indonesian words/particles (e.g., kantor, uang, gue, banget, dong) with the correct Malaysian equivalents.
  • Mixed BM/English support: Applies BM patterns for BM sections and English patterns for code-switched content while keeping technical terms intact.

Quick Start

Paste your Malaysian BM text and ask the skill to humanize it while removing AI patterns and Indonesian intrusions.

Frequently Asked Questions about manusiawi

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I remove AI writing patterns from Malaysian Bahasa Melayu text?

To remove AI writing patterns from Malaysian Bahasa Melayu, the text is scanned for formal openers, inflated academic vocabulary, and unnatural phrasing, then rewritten to sound natural while preserving meaning and named entities.

Why does my Malaysian BM output contain Indonesian words and how do I fix it?

Malaysian BM output contains Indonesian words like kantor or banget due to overlapping training data; fixing this requires flagging these intrusions and replacing them with correct Malaysian equivalents using a specific replacement guide.

Can I humanize mixed BM and English text without losing technical terms?

Yes, you can humanize mixed BM and English text without losing technical terms by applying Malaysian BM humanizing patterns to BM sections and English patterns to code-switched content while keeping technical terms intact.

What are common AI-isms in Malaysian BM essays and reports?

Common AI-isms in Malaysian BM essays and reports include formal era globalisasi openers, inflated academic and business vocabulary, stacked discourse markers, and generic bot-like phrasing that feels unnatural to native Malaysian readers.

Does manusiawi work for humanizing Malaysian BM emails and business reports?

Yes, manusiawi works for humanizing Malaysian BM emails and business reports by stripping overly formal AI-like writing patterns and converting Indonesian vocabulary intrusions back into natural Malaysian BM.