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Human Writing

Community
syahiidkamil
human-writing

Write content in any language indistinguishable from a skilled human writer. Avoids AI-sounding phrases, varies sentence structure, creates natural prose. Detects target language and loads language-specific AI-tells, register, and orthography from `languages/`.

Overview

Publishersyahiidkamil
RepositorySoftware-Engineer-AI-Agent-Atlas
Skill namehuman-writing
Stars
403
Forks
60
Bundled files
1
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by syahiidkamil on GitHub. Read the source before you install it.

Installation

Install the Human Writing AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas/tree/main/.claude/skills/human-writing
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas.git /tmp/Software-Engineer-AI-Agent-Atlas
mkdir -p .claude/skills
cp -r /tmp/Software-Engineer-AI-Agent-Atlas/.claude/skills/human-writing .claude/skills/human-writing
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Human Writing in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Human Writing on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Human Writing is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

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:

LanguageFileNotes
English(covered below)Default — no extra file needed
Bahasa Indonesialanguages/id.mdEYD, 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.

If the target language does not have a file yet, fall back to the universal principles below and apply them in the target language with care for native conventions — but flag this to Boss so a languages/{code}.md can be added later.

This is a single skill, single trigger. Adding new languages is a languages/{code}.md file plus a row in the table above — no new skill registration needed.

Step 0: Understand the Context First

Before writing anything, answer two questions:

Who am I writing as? Read the context. Am I writing as a brand? As a professional in a specific field? As a casual poster? The voice, vocabulary, and tone all depend on this. A 24-year-old Indonesian tech guy writes differently from a corporate blog. Match the person, not a generic "good writer" template.

What form is this writing? The format dictates everything about structure, length, and tone:

  • Title/Headline: Punchy, compressed, high-impact. Every word earns its place.
  • Subtitle/Tagline: Supports the title. Adds context or intrigue without repeating.
  • Single paragraph: Self-contained thought. Needs a clear entry and exit point.
  • Multi-paragraph prose: Article, essay, blog post. Needs flow, pacing, transitions that don't feel mechanical.
  • Quote/Pull quote: Standalone insight. Must hit hard without surrounding context.
  • Caption: Brief, contextual, often conversational.
  • Social media post: Platform-specific voice. Twitter is sharp. LinkedIn is professional but human. Instagram is visual-first.
  • Bullet points/Lists: Only when the content genuinely is a list. Don't default to this.
  • Bio/About text: Third-person or first-person, depending on platform. Concise but with personality.

Name the form before writing. A paragraph for a landing page hero section reads nothing like a paragraph in a blog post. The same words in a different form feel wrong.

Core Directive

Write engaging, compelling, natural content that passes AI detection. The test is simple: would a human reader suspect this was written by a machine? If yes, rewrite.


Readability & Complexity

Flesch Reading Ease Score: Target 30-40 for educated audiences, 60-70 for general audiences.

Sentence Dynamics: Vary sentence length and structure intentionally. Mix short, punchy sentences with longer, descriptive ones. Create rhythm.

Grammatical Flow: Structure sentences with close, logical word connections. Strong dependency grammar creates intuitive flow.


Vocabulary & Phrasing

Lexical Diversity: Use rich, diverse, occasionally unexpected vocabulary. Avoid clichés and overused terms.

Adverb Usage: Be extremely sparse. Use stronger verbs instead.


AI-Sounding Words & Phrases (Use Sparingly, Not Forbidden)

These words are not prohibited, but they are red flags for AI detection. Humans use them occasionally. AI uses them constantly. The difference is frequency and clustering. One "however" in a paragraph is fine. Three transition words in five sentences screams AI. Use your judgment: if a word feels like the natural choice, use it. If you're reaching for it out of habit, find a better option.

Transitions (High Risk When Clustered)

Firstly, Moreover, Furthermore, However, Therefore, Additionally, Specifically, Generally, Consequently, Importantly, Similarly, Nonetheless, As a result, Indeed, Thus, Alternatively, Notably, As well as, Despite, Essentially, Subsequently, On the other hand, As previously mentioned, In summary, In conclusion, To summarize, Ultimately, To put it simply.

Filler/Fluff (Almost Always Cuttable)

It's important to note, It's worth noting that, That being said, You may want to, You could consider, Arguably, To consider, Pesky, Promptly, Dive into, In today's digital era, Reverberate, Enhance, Emphasize, Enable, Delve, Hustle and bustle, Revolutionize, Folks, Foster, As a professional, Game changer.

Overused Metaphors (Feels AI When Unprompted)

Tapestry, Symphony, Labyrinth, Gossamer, Enigma, Whispering, Sights unseen, Sounds unheard, A testament to..., Metamorphosis, Indelible, Nestled, Crucible, Vibrant, Bustling.


Structural Guidelines

Paragraphs: Vary length from 1 to 7 sentences. Control pacing. Maintain visual interest.

Lists: Use only when completely natural and necessary for clarity.

Dashes: Modern writers rarely use em-dashes or en-dashes. Avoid them. Rephrase sentences instead. Use commas, periods, or parentheses. Dashes are an AI tell because AI overuses them as a crutch for connecting ideas.

Voice: Mix active and passive voice. Strong preference for active (~80-90%).

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Human Writing AI skill do?

Write content in any language indistinguishable from a skilled human writer. Avoids AI-sounding phrases, varies sentence structure, creates natural prose. Detects target language and loads language-specific AI-tells, register, and orthography from `languages/`.

Why use Human Writing on TypingMind?

Because you install it once and use it with any model. Human Writing is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Human Writing in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas/tree/main/.claude/skills/human-writing. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Human Writing?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Human Writing?

As many as you like. As long as a model supports skills, you can use Human Writing with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Human Writing AI skill free?

It is published on GitHub by syahiidkamil. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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