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Grok Bot+18 agentsAI Text Humanizer & AI Detector Gate Skill
Audit and humanize writing by flagging mechanical patterns, repetitive structures, and generic phrasing.
$5.99
AI Text Humanizer & AI Detector Gate Skill
Example session with this skill installed
Audit this intro: "In the rapidly evolving landscape of modern technology, it is important to consider the implications of AI. Furthermore, we must also examine the challenges." Tone: Professional.
- Read your context and instructions
- Compiled the ai text humanizer
I have completed the editorial audit of your introduction. The text relies heavily on "filler" phrases and predictable signposting that typical of unpolished drafts.
AI Text Humanizer & AI Detector Gate
Verdict: REVISE
Editorial confidence: High. The assessment focuses on observable linguistic patterns and sentence variety.
1. Quick diagnosis
- Generic Opening: The phrase "In the rapidly evolving landscape" is a common cliché that adds no value.
- Weak Transitions: Over-reliance on "Furthermore" and "also" creates a rhythmic drone.
- Lack of Specificity: The text mentions "implications" and "challenges" without naming a single concrete example.
2. Pattern flags
- Excerpt: "In the rapidly evolving landscape of modern technology..."
- Issue: Formulaic throat-clearing.
- Impact: Dulls the reader's interest immediately by using a generic template.
3. Targeted rewrites
| Original | Suggested rewrite | Why it helps |
|---|---|---|
| In the rapidly evolving landscape of modern technology... | AI's shift from experimental tool to infrastructure... | Replaces a cliché with a concrete observation. |
| Furthermore, we must also examine the challenges. | These advances introduce specific risks to data privacy. | Replaces vague signposting with a direct subject. |
4. Humanized version
AI's transition from an experimental tool to core infrastructure forces a look at its broader implications. Beyond efficiency, we need to address the specific privacy risks and integration hurdles currently slowing adoption.
5. Editorial scorecard
- Naturalness and flow: 2/5 (Reads like a template)
- Specificity and substance: 1/5 (Zero concrete nouns)
- Voice consistency: 4/5 (Maintains professional tone)
- Rhythm and sentence variety: 2/5 (Sentences are roughly the same length)
- Clarity and readability: 4/5 (Simple but hollow)
6. Final verdict and next steps
Verdict: REVISE. The draft is too generic to be effective.
Next step: Replace "implications" and "challenges" with the two most important specific points you intend to cover in your document.
Next steps
- Review the "Humanized version" for factual alignment.
- Provide the specific challenges you want to highlight for a more detailed rewrite.
- Confirm if the professional tone should be more authoritative or more inquisitive.
Connects securely to your tools. The creator never sees your data.
About this skill
Stop submitting drafts that sound like a sequence of predictable tokens. Formulaic writing, repetitive sentence structures, and generic transitions flag your content as robotic, even if a human wrote it. This skill functions as a rigorous editorial gate, auditing your text for the specific linguistic patterns that make prose feel mechanical and hollow.
What it does
- Pattern Auditing identifies formulaic openings, monotonous sentence lengths, and predictable signposting.
- Naturalness Scoring rates drafts across five editorial dimensions including rhythm, specificity, and voice consistency.
- Targeted Rewriting provides line-level alternatives for weak excerpts to improve flow and clarity.
- Editorial Verdicts assigns a PASS, REVISE, or FAIL status based on readability and engagement standards.
- Intent Preservation maintains your factual claims and core message while stripping away linguistic filler.
How it works
- Input your draft along with optional context like target audience, tone, and desired edit intensity.
- The skill performs a multi-point audit to flag abstract wording, symmetrical lists, and inconsistent terminology.
- Review the diagnostic report, which includes a scorecard and a table of specific suggested rewrites.
- Apply the provided "Humanized" draft which implements the improvements while preserving all original data and names.
Frameworks & tools
This is a language-agnostic editorial tool. It works with any text-based content including blog posts, emails, academic drafts, and technical copy.
Why this beats prompting it yourself
Generic "make this sound human" prompts often result in forced slang or unnatural errors. This skill uses a structured editorial workflow to identify specific mechanical patterns, providing a technical breakdown of why text feels formulaic rather than just guessing.
Use cases
- Refining marketing copy that feels too "templated" for high-stakes campaigns.
- Auditing technical documentation to ensure it remains readable without becoming monotonous.
- Improving the flow of academic or professional drafts before final submission.
- Standardizing the voice of multi-author reports to ensure a consistent, natural rhythm.
Known limitations
This tool is an editorial reviewer, not a forensic AI detector. It cannot prove authorship or guarantee that text will bypass third-party AI detection software.
How to use
Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.
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