Optimize Text with Claude AI: Clean, Humanize, and Polish
Optimize Text with Claude AI: Clean, Humanize, and Polish
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Optimize Text with Claude AI: Clean, Humanize, and Polish
Optimize Text with Claude AI: Clean, Humanize, and Polish
This AI agent skill supports developers and teams in auditing and refining authorized natural-language text. It ensures that prose retains its core facts, meaning, and voice while eliminating suspicious Unicode. Upon request, it rewrites content to make it clear, humanized, and polished for user-facing articles, manuscripts, reports, documentation, emails, and more.
What this skill does
- Identifies and processes prose intended for readers.
- Strips suspicious invisible Unicode deterministically for text hygiene.
- Rewrites text while maintaining original facts, voice, and intent.
- Excludes non-prose elements such as code, paths, URLs, formulas, and citations from unwanted alterations.
- Preserves required academic, legal, platform, and regulatory disclosures.
Who it is for
This skill is suited for developers and technical teams leveraging AI coding agents (Claude Code, Cursor, Codex) to enhance the readability and professionalism of natural-language content without altering technical elements.
Use cases
- Finalizing project documentation while adhering to prescribed writing workflows.
- Polishing email drafts or product descriptions that require a clear and polished output.
- Cleaning up manuscripts or reports by removing invisible Unicode artifacts.
Technical details
- Utilizes Claude AI to process and enhance user-facing text.
- Employs deterministic methods for Unicode cleanup to ensure consistent results.
- Preserves integrity of user-identified code, commands, and technical identifiers.
Source & Licence
This package is built on open-source work published by ShadowAqueduct (ShadowAqueduct/watermark-remover) and distributed under MIT. The original licence text and copyright notice are included in your download.
Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.
Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.
Delivery & Support
- Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
- Format: ZIP archive containing the skill files, documentation and the original licence.
- Support: support@mcpcart.com — we aim to reply within 2 business days.
- Updates: updates are included only where stated on this page.
Refunds
This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.
Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.
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