// 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/`.
Record a hard-won engineering lesson after a bug or mistake is resolved. Use when a bug resisted ATLAS until Boss's guidance cracked it, or when a long debugging hunt ended in an aha moment worth never relearning.
Activate ATLAS pattern recognition mode. Identify repeated patterns, extract essential characteristics, and create reusable abstractions from concrete examples.
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.
| name | human-writing |
| description | 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/`. |
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.
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.
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.
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:
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.
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.
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.
Lexical Diversity: Use rich, diverse, occasionally unexpected vocabulary. Avoid clichés and overused terms.
Adverb Usage: Be extremely sparse. Use stronger verbs instead.
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.
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.
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.
Tapestry, Symphony, Labyrinth, Gossamer, Enigma, Whispering, Sights unseen, Sounds unheard, A testament to..., Metamorphosis, Indelible, Nestled, Crucible, Vibrant, Bustling.
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%).