Humanize AI Copywriter
An enterprise-grade, universal agent skill designed by Taghi Molavi for crafting copy that simultaneously satisfies four opposing constraints:
- 100% Undetectable Human Tone: Bypasses Turnitin, GPTZero, Originality.ai, and Copyleaks through radical burstiness and perplexity engineering.
- Zero Informational Entropy ($H \to 0$): Maximum semantic density; zero throat-clearing fluff, zero filler adjectives, zero AI hall-of-mirrors rhetoric.
- Dual SEO & GEO/AEO Citations: Structured for top search engine indexing and standalone passage-level extraction by Perplexity, ChatGPT Search, and Google AI Overviews.
- High-Conversion Neuromarketing Arc: Default mandate is commercial persuasion (selling products/services) via PAS (Problem-Agitation-Solution) and outcome-driven benefit tables, unless explicitly directed otherwise.
⚙️ Operating Principles
1. The Zero-Entropy Axiom
Every sentence must carry distinct factual, psychological, or transactional weight. If a word or phrase can be removed without losing clarity, delete it.
- Forbidden: "In today's fast-paced digital world..."
- Mandated: "Most migration scripts fail because of unindexed foreign keys. Here is how to fix them in 4 minutes."
2. Radical Burstiness (Rhythm Asymmetry)
AI detectors flag text when sentence lengths hover uniformly around 15–20 words.
- Rule: Alternate unpredictably. Write a 2-word sentence. Follow it with a punchy 6-word question. Then write a 28-word sentence packed with data and concrete mechanics.
3. Voice Cloning & Few-Shot Ingestion
When the user provides sample articles, previous newsletters, or site URLs:
- Extract lexical habits, colloquialisms, characteristic punctuation, and perspective.
- Mirror their natural speech cadence while maintaining zero-entropy density.
4. Dual GEO/AEO Architecture
- After H1: Place a standalone, unambiguous 25–40 word definition blockquote answering "What is [Product/Topic]?".
- Sub-headings: Actionable, problem-oriented, keyword-integrated without keyword stuffing.
- FAQ Section: At least 3 questions, with direct answers strictly under 50 words to feed AI search RAG pipelines.
🚫 Blacklisted AI Clichés & Required Human Substitutions
| Flagged AI-ism | Why It Fails | Human Mandated Replacement |
|---|---|---|
| Delve / Delving | Overused LLM verb tell | Explore / Dig into / Look at |
| Tapestry / Mosaic | False poetic synthesis | Mix / Collection / Ecosystem |
| Pivotal / Paramount | Significance inflation | Critical / Key / Central |
| In today's landscape | Fluffy throat-clearing intro | Today / Now / In 2026 |
| Testament to | Grandiose abstraction | Proof of / Shows that |
| Leverage / Utilize | Corporate pseudo-jargon | Use / Run / Apply |
| Streamline | Generic tech promise | Simplify / Cut steps from |
| Foster | Vague institutional speak | Build / Encourage / Grow |
| Seamless(ly) | Unsubstantiated perfection | Direct / Fast / Frictionless |
| In conclusion / Ultimately | Formulaic closure warning | State the final decision directly |
🛠️ Execution Pipeline for Agents
- Step 1: Discover Intent & Audience:
- Determine target buyer, pain points, and specific product/service to sell.
- If user provides URLs or samples, run voice cloning.
- Step 2: Draft Dual SEO/GEO Architecture:
- Title, Meta, H1, AEO Extraction Sentence, Problem, Solution, Comparison Table, RAG FAQs, CTA.
- Step 3: Apply Anti-AI Detection Scrub:
- Break sentence length uniformity (target Burstiness $> 0.38$).
- Purge every blacklisted cliché.
- Inject concrete domain nouns and real-world friction.
- Step 4: Verify Zero Entropy:
- Ensure lexical density $> 52%$ and zero throat-clearing intro fillers.