{"product_id":"ai-agent-skill-enhance-text-with-humanize-redo","title":"AI Agent Skill: Enhance Text with Humanize-Redo","description":"\u003ch3\u003eAI Agent Skill: Enhance Text with Humanize-Redo\u003c\/h3\u003e\n\n\u003cp\u003eThe 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.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\n\u003cul\u003e\n  \u003cli\u003eIdentifies the most recent editing run using the latest \u003ccode\u003erun_id\u003c\/code\u003e from the workspace and initiates a re-execution of the strict Korean-style editing process.\u003c\/li\u003e\n  \u003cli\u003eParses user instructions for targeted refinement, allowing specification by category, paragraph, or adjustment of the edit intensity.\u003c\/li\u003e\n  \u003cli\u003eSupports rollback requests where previous changes can be reversed using the content-fidelity-auditor tool.\u003c\/li\u003e\n  \u003cli\u003eAutomatically distinguishes output versions, archiving previous outputs while producing updated variants.\u003c\/li\u003e\n  \u003cli\u003eIncludes a strict Phase C parallel verification process culminating in a final output comparison with a revised grading.\u003c\/li\u003e\n  \u003cli\u003eIf unresolved issues persist beyond three rounds, the process recommends human review.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\n\u003cul\u003e\n  \u003cli\u003eRefining translated Korean text to improve natural language flow and adherence to stylistic norms.\u003c\/li\u003e\n  \u003cli\u003eAdjusting text intensity and style to align with specific cultural and linguistic expectations.\u003c\/li\u003e\n  \u003cli\u003eMaintaining consistency within documentations that require multiple rounds of edits.\u003c\/li\u003e\n  \u003cli\u003ePerforming targeted partial redos on specific sections to refine particular phrases or terminologies.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\n\u003cul\u003e\n  \u003cli\u003eOperates within the AI agent skill framework compatible with Claude Code, Cursor, and Codex.\u003c\/li\u003e\n  \u003cli\u003eUtilizes \u003ccode\u003eGlob\u003c\/code\u003e pattern matching to identify the relevant files for re-editing based on the latest operational context.\u003c\/li\u003e\n  \u003cli\u003eLeverages \u003ccode\u003ekorean-style-rewriter\u003c\/code\u003e and accompanying validation phases (C and D) for structured text refinement.\u003c\/li\u003e\n  \u003cli\u003eProvides outputs with clear version separation and archival for prior editing results.\u003c\/li\u003e\n  \u003cli\u003eLimits the iterative loop to a maximum of three rounds to optimize editing efficiency.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003eepoko77-ai\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/epoko77-ai\/im-not-ai\" rel=\"nofollow noopener\" target=\"_blank\"\u003eepoko77-ai\/im-not-ai\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour 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.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, 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.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":52860676833591,"sku":"MCP-EPOKO77-AI-IM-NOT-AI-HUMANIZE-REDO","price":3.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/39LRuPfQXIWF5Fdstnbec_2047e0c780a8472bbffa083196ab0f0d.jpg?v=1787051574","url":"https:\/\/mcpcart.com\/products\/ai-agent-skill-enhance-text-with-humanize-redo","provider":"SPF PRO","version":"1.0","type":"link"}