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AI Humanizer Agent Skill

avericosiu3KGitHub-stjernerGitHub

Write human-sounding X long-form posts and threads with a 24-pattern AI detector that eliminates robotic language. Publish authentic content that avoids AI slop—start free in seconds.

humanizerSikkerhetsskann bestått
Resultatforhåndsvisning

Full demo

See a polished X long-form post report with a humanizer audit log, score dashboard, and final thread you can copy and publish immediately.

Kom i gang

Kjør din første oppgave

  1. the step of ai humanizer agent skill
    01

    Install

    Add the skill to your agent.

  2. the step of ai humanizer agent skill
    02

    Describe Your Topic

    Share your topic, contrarian angle, and target audience — the skill generates a full X thread structure with hooks, ASCII diagrams, and key arguments.

  3. the step of ai humanizer agent skill
    03

    Get Your Humanized Post

    Receive a report with your original draft, a 24-pattern AI detection audit, before/after rewrites, a humanizer score dashboard, and a final X-ready thread.

Installasjonskommando

$ npx skills add https://github.com/ericosiu/ai-marketing-skills/tree/main/x-longform-post

Installasjonssignaler

Installasjonsaktivitet

Om

The AI humanizer skill for X helps marketers, founders, and thought leaders turn robotic drafts into authentic long-form posts that pass both AI detectors and audience skepticism. Instead of generic, fluff-filled threads, you get a structured, human-sounding article that feels like it was written by a real expert—because it was. The built-in 24-pattern checklist flags and fixes every telltale sign of AI writing, from overused buzzwords to vague attributions, so your content actually gets read and shared.

What sets this skill apart is its focus on real publishing quality, not just grammar. It includes a proven post skeleton designed for X virality—hook, setup, problem, lesson, ASCII diagram, and uncomfortable truth. The ASCII diagram generator turns complex processes into eye-catching, monospace-friendly visuals that stop the scroll. And because voice matters, you can customize the entire output to match your personal brand by filling in a simple voice template.

Typical users include solo founders sharing contrarian industry takes, marketing teams drafting threads that replace lengthy blog posts, and content creators who want to humanize AI drafts before going live. Whether you’re documenting a process, explaining a lesson learned, or building thought leadership one post at a time, this skill cuts out the editing guesswork and outputs a publication-ready long-form post in seconds.

Nøkkelfunksjoner

Hva som gjør den kraftig

  • 24-pattern AI detector

    Instantly catch and fix AI clichés like significance inflation, negative parallelism, and banned vocabulary before you publish.

  • ASCII diagram generation

    Make complex systems and workflows visual with monospace-friendly diagrams that break up text walls and boost engagement.

  • Voice customization

    Match your personal brand by filling in a voice template—the skill adapts to your tone, vocabulary, and style automatically.

  • Proven post skeleton

    Every draft follows a hook, setup, sections, diagram, uncomfortable truth, and payoff structure designed for X virality.

Brukstilfeller

Når du bør bruke den

  • Generate contrarian X articles

    Founders and marketers use the skill to turn hot takes into data-backed, scroll-stopping long-form posts that spark debate.

  • Humanize AI-generated drafts

    Run any draft through the 24-pattern checklist and rewrite flagged sections—shipping only when the score hits 90+.

  • Create visual explanations with ASCII diagrams

    Use built-in diagram prompts to explain pipelines, funnels, or before/after processes in a format that stands out on timelines.

  • Customize voice for personal branding

    Thought leaders can clone their tone by filling in voice traits and sample posts, ensuring every output sounds unmistakably like them.

SKILL.md

X Long-Form Post Writer + Humanizer

Write long-form X (Twitter) articles and threads that actually sound human. Includes a 24-pattern AI writing detector that catches and eliminates AI slop before you publish.

Most AI-generated content dies on the timeline because it reads like AI. This skill fixes that by running every draft through a humanizer checklist based on Wikipedia's "Signs of AI writing" research.

What It Does

  1. Takes a topic + contrarian angle
  2. Generates a structured long-form post with ASCII diagrams
  3. Runs the 24-pattern humanizer checklist
  4. Rewrites any sections that trigger AI patterns
  5. Outputs a post ready to paste into X

The Humanizer

The real value here. 24 specific patterns that reveal AI-generated text:

PatternExampleFix
Significance inflation"pivotal moment", "is a testament"State the fact plainly
Negative parallelism"It's not X. It's Y."Say what it IS directly
Banned vocabulary"leverage", "landscape", "robust"Use normal words
Vague attributions"Experts believe..."Name the expert or drop it
Promotional language"boasts a vibrant..."Use specific numbers instead
AI vocabulary clustering3+ banned words in one paragraphRewrite the paragraph

Scoring: Start at 100, deduct per pattern violation. Ship at 90+. Rewrite from scratch below 75.

Full checklist with all 24 patterns and deduction weights in SKILL.md.

Quick Start

Drop SKILL.md into your Claude Code project:

cp x-longform-post/SKILL.md your-project/.claude/skills/x-longform-post.md

Then ask Claude Code:

  • "Write an X article about why most companies waste money on brand awareness"
  • "Draft a thread on how I replaced my marketing team's manual reporting with AI agents"
  • "X post: contrarian take on why SEO isn't dead, it just changed"

Voice Customization

Default voice: direct, contrarian, data-backed.

To match your personal brand:

  1. Copy references/voice-template.md to your project
  2. Fill in your voice traits, vocabulary, and a sample post
  3. Reference it when generating

Structure

Every post follows this skeleton:

  1. Hook (1-2 lines): Contrarian claim or surprising stat
  2. Setup (2-3 lines): Quick credibility/context
  3. Sections: Problem, what happened, lesson
  4. ASCII diagram: At least one per post (renders in monospace on X)
  5. Uncomfortable truth: The thing nobody wants to say
  6. Payoff: Worth it? Yes, here's why.

ASCII Diagrams

Every post includes at least one code-block diagram. These break up text walls and make systems visual:

Pipeline Before:
Lead → SDR → AE → Close
       ↓
    (60% drop)

Pipeline After:
Lead → AI Score → Route
  │         │        │
  ▼         ▼        ▼
 Nurture  SDR(top)  Auto-close
           only     (small deals)

Requirements

This is a prompt-based skill (no Python dependencies). Works with any Claude Code or AI coding agent setup.

License

MIT

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FAQ