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    Humanize Prose

    2

    Rewrite AI-flavored text so it reads as a real person wrote it: strip telltale patterns, vary sentence rhythm, and inject voice. Use before publishing any draft

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    8 uses5.0 (1 review)
    Humanize Prose

    Humanize Prose

    Example session with this skill installed

    Humanize this draft: 'In today's fast-paced world, it is crucial to leverage data. Furthermore, we must delve into the tapestry of user needs to ensure success.'

    • Read your context and instructions
    • Compiled the humanize prose

    Here is the rewrite: 'Data matters now more than ever. We need to actually look at what users are asking for if we want this to work.'

    Changes: Cut the 'fast-paced world' filler and replaced robotic transitions with direct statements.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    The problem

    AI-generated drafts often suffer from predictable rhythms, repetitive transitions, and "thesaurus inflation" that make them easy to spot. This results in content that lacks soul, feels untrustworthy, and fails to connect with readers on a personal level.

    What it does

    • Identifies and removes common LLM tells like "delve," "leverage," and "tapestry."
    • Analyzes your specific writing samples to mimic your unique sentence length and vocabulary.
    • Replaces formulaic transitions like "Moreover" or "Furthermore" with natural connectors.
    • Varies sentence structure to pass read-aloud tests and break robotic parallelism.

    Why this beats prompting it yourself

    Generic "make this sound human" prompts usually just add more adjectives or emojis. This skill uses a systematic audit process to strip out statistical patterns and structural clichés that simple prompts overlook, ensuring the rewrite actually feels like a distinct person wrote it.

    Use cases

    • Cleaning up AI-generated blog posts or essays before publishing.
    • Matching your personal tone for emails and Slack messages drafted by AI.
    • De-robotizing release notes, PR descriptions, and professional summaries.
    • Polishing resumes to remove obvious ChatGPT fingerprints.

    Known limitations

    Not suitable for legal boilerplate or technical documentation where neutral, formal, and repetitive language is a requirement. Performance is best when a voice-calibration sample is provided.

    Find more skills like this on the Claude Skills Marketplace, the Codex Skills Marketplace and the Gemini Skills Marketplace, or browse Claude Humanizer Skills.

    Not for legal/formal boilerplate where neutrality is required. Works best when you provide a 100-200 word sample of your own writing for calibration.

    How to use

    1. 1

      Connect your agent to the Agensi MCP

      Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup

    2. 2

      Sign in to Agensi

      Your agent shows a sign-in link. Sign in and click Allow.

    3. 3

      Ask for what you need

      Your agent loads this skill and uses it on your task. It always asks before buying a skill.

    Reviews

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    This skill has been used 8 times.

    Trust & safety

    Security scan

    Security scan passed 3 months ago

    Permissions

    No special permissions declared or detected

    Listed3 months ago

    What's inside

    Frequently Asked Questions

    The skill uses a systematic audit to strip out specific LLM 'tells' like repetitive transitions and predictable sentence structures that generic prompting often misses. It replaces these patterns with natural connectors and varied rhythms to ensure the output passes a read-aloud test.

    While it works effectively as a standalone polisher, you can provide a text sample during the setup phase to allow the skill to calibrate to your specific vocabulary and sentence length.

    This skill is compatible with most major text-based AI agents and LLM platforms that support custom skill integrations. It is designed to process drafts from any source, including ChatGPT, Claude, and Gemini.

    You receive lifetime access to the Humanize Prose skill, including all future logic updates and refinements to the 'AI-tell' detection library at no extra cost.

    The skill is highly effective for creative and professional prose, but it is not recommended for legal documents, medical reports, or technical manuals where precise, formal, and repetitive language is standard.

    Connect your AI agent to Agensi through MCP, then ask it to use Humanize Prose on your task. Your agent loads the latest approved version each time. Paid skills require a purchase or active subscription. Skill files are not available for download; your licence does not allow you to save, copy or export any part of a skill.

    New in Writing & Content