AI Agent Skill: Enhance Text with Humanize-Redo

AI Agent Skill: Enhance Text with Humanize-Redo

The Humanize-Redo skill provides a secondary refinement process for previously edited text, focusing on specific categories, paragraphs, and intensity levels as determined by the user. This feature supports the ongoing improvement of text output quality by executing a strict phase of Korean-style editing and revisiting unresolved textual findings from the most recent workflow executions.

What this skill does

• Identifies the most recent editing run using the latest run_id from the workspace and initiates a re-execution of the strict Korean-style editing process.
• Parses user instructions for targeted refinement, allowing specification by category, paragraph, or adjustment of the edit intensity.
• Supports rollback requests where previous changes can be reversed using the content-fidelity-auditor tool.
• Automatically distinguishes output versions, archiving previous outputs while producing updated variants.
• Includes a strict Phase C parallel verification process culminating in a final output comparison with a revised grading.
• If unresolved issues persist beyond three rounds, the process recommends human review.

Who it is for

This skill is ideal for developers and teams engaged with AI coding agents such as Claude Code, Cursor, and Codex who need precise text refinement tools within Korean language contexts. It is particularly beneficial for users who require enhanced control over text editing phases where nuanced language adjustments are crucial.

Use cases

• Refining translated Korean text to improve natural language flow and adherence to stylistic norms.
• Adjusting text intensity and style to align with specific cultural and linguistic expectations.
• Maintaining consistency within documentations that require multiple rounds of edits.
• Performing targeted partial redos on specific sections to refine particular phrases or terminologies.

Technical details

• Operates within the AI agent skill framework compatible with Claude Code, Cursor, and Codex.
• Utilizes Glob pattern matching to identify the relevant files for re-editing based on the latest operational context.
• Leverages korean-style-rewriter and accompanying validation phases (C and D) for structured text refinement.
• Provides outputs with clear version separation and archival for prior editing results.
• Limits the iterative loop to a maximum of three rounds to optimize editing efficiency.

Source & Licence

This package is built on open-source work published by epoko77-ai (epoko77-ai/im-not-ai) 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.