Human Writing

syahiidkamil/software-engineer-ai-agent-atlas

This one's for when you need text that doesn't read like a chatbot wrote it. It tackles the usual AI giveaways: transition word spam, overused metaphors, sentence rhythm that's too metronomic. The interesting bit is the language detection system. It checks what language you're writing in and pulls the appropriate style guide from a languages folder, so "AI tells" for Indonesian are different from English ones. Right now it ships with English defaults and Bahasa Indonesia support, but the architecture lets you drop in new language files without touching the core skill. Worth using if you're writing anything public-facing where robotic prose would kill credibility, or if you're working across languages and tired of generic localization that feels translated by committee.

install copies · 90 days. Times the install command was copied on this site in the last 90 days, bots filtered.: 5
GitHub stars: 298
last updated: Jun 11, 2026

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Install

$ npx -y skills add syahiidkamil/software-engineer-ai-agent-atlas --skill human-writing --agent claude-code

Installs into .claude/skills of the current project.

Files

Activate human-like writing mode. The goal is to pass the Turing test. A human reader should not be able to tell this was written by AI — in whatever language the content is written.

Step 0.1: Detect Language and Load the Right Module

Before applying the rest of this skill, identify the target language. The body of this SKILL.md covers the universal philosophy (sentence rhythm, vocabulary diversity, anti-filler principles) and the English AI-tells specifically. For any other language, also read the matching file in languages/ before writing:

Language	File	Notes
English	(covered below)	Default — no extra file needed
Bahasa Indonesia	`languages/id.md`	EYD, Indonesian filler phrases, register spectrum

If the target language has a file in languages/, read it now. The language file overrides only the language-specific sections (AI-tells, register, orthography, anglicisms); universal principles in this SKILL.md still apply.

SKILL.md on GitHub