Remove AI writing patterns from text. Use when editing, reviewing, or rewriting text to sound more natural and human-written. Detects patterns like inflated symbolism, promotional language, em dash overuse, AI vocabulary, and sycophantic tone.
Security Analysis
high confidenceThe skill is an instruction-only text-rewriting tool whose requested resources and instructions match its stated purpose and do not request credentials, installs, or external endpoints.
Name and description (remove AI writing patterns / humanize text) align with the provided SKILL.md. The skill is instruction-only and does not ask for binaries, credentials, or config paths that would be unrelated to rewriting text, which is proportionate for this purpose.
Runtime instructions are limited to scanning and rewriting the provided text according to listed patterns, preserving meaning and tone. The SKILL.md does not instruct the agent to read files, environment variables, or contact external endpoints. Note: the guidance encourages adding specificity and citations; that can lead to fabricated or invented sources if the agent isn't constrained to only use verifiable information—this is a content-integrity risk rather than a coherence/security issue.
No install spec and no code files are present, so nothing is written to disk and no external packages are fetched — lowest-risk delivery model.
The skill requests no environment variables, credentials, or config paths. There are no unexpected permissions or secret requests relative to the stated functionality.
always:false (default). disable-model-invocation:false is the platform default and not by itself a problem. The skill does not request persistent system presence or modify other skills/configuration.
Guidance
This skill appears coherent and low-risk: it only contains instructions for rewriting text and asks for no credentials or installs. Before using: (1) do not submit secrets or sensitive personal data for rewriting, since the skill will process whatever you send; (2) review outputs for factual accuracy—the guidance to 'cite specific sources' or 'be specific' can cause the model to invent details or attributions if not otherwise constrained; (3) if you don't want the agent to invoke this skill autonomously, keep autonomous invocation disabled at the agent level; and (4) verify any added first-person opinions or claims before publishing, since the skill encourages adding voice which can unintentionally misattribute statements.
Latest Release
v1.0.0
Initial release: Humanize skill removes AI writing patterns for more natural, human-sounding text. - Detects and rewrites inflated, promotional, or formulaic language. - Scans for specific patterns like AI vocabulary, em dash overuse, hedging, and sycophancy. - Guides on enhancing voice and personality in rewritten content. - Includes a quick-reference cheatsheet of words and patterns to avoid. - Output is cleaned, concise, and preserves intended meaning and tone.
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Published by @artur-zhdan on ClawHub
