{"product_id":"ai-agent-skill-reverse-engineer-videos-into-markdown","title":"AI Agent Skill: Reverse-Engineer Videos into Markdown","description":"\u003ch3\u003eAI Agent Skill: Reverse-Engineer Videos into Markdown\u003c\/h3\u003e\n\n\u003cp\u003eThis AI Agent Skill assists in reverse-engineering online videos into reusable Markdown blueprints, allowing for the creation of new videos in the same format. It processes video links from platforms like YouTube, TikTok, Instagram Reels, X\/Twitter, Facebook, Vimeo, Reddit, and other sites supported by yt-dlp, as well as from local files.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDownloads and analyzes videos to detect every cut and on-screen change.\u003c\/li\u003e\n  \u003cli\u003eCaptures key frames and transcribes audio with word timings.\u003c\/li\u003e\n  \u003cli\u003eProfiles voice characteristics, including pace, pauses, pitch, and emphasis.\u003c\/li\u003e\n  \u003cli\u003eExamines background elements like music, sound effects, and audio loudness.\u003c\/li\u003e\n  \u003cli\u003eReads platform statistics and retrieves YouTube's most-replayed moments.\u003c\/li\u003e\n  \u003cli\u003eGenerates a comprehensive Markdown blueprint including a beat sheet, shot list, style guide, script, and AI prompts.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDevelopers and teams utilizing AI coding agents such as Claude Code, Cursor, and Codex.\u003c\/li\u003e\n  \u003cli\u003eContent creators who aim to understand or replicate the structure and style of existing videos.\u003c\/li\u003e\n  \u003cli\u003eAnalysts studying what makes videos popular or viral on social platforms.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eBreak down a shared video link into a detailed instructional format for reproduction.\u003c\/li\u003e\n  \u003cli\u003eAnalyze a video's structure and elements to understand its effectiveness or virality.\u003c\/li\u003e\n  \u003cli\u003eReplicate the editing style, pacing, or thematic elements of an existing popular video.\u003c\/li\u003e\n  \u003cli\u003eCreate a template for a video that mirrors the engagement strategy of a reference video.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eUtilizes the \u003ccode\u003edissect.py\u003c\/code\u003e script for downloading and measuring video metrics.\u003c\/li\u003e\n  \u003cli\u003eIncorporates yt-dlp support for multi-platform video fetching.\u003c\/li\u003e\n  \u003cli\u003eOutputs analytical data and frame labels for manual review and interpretation.\u003c\/li\u003e\n  \u003cli\u003eGenerates Markdown and includes ready-to-paste AI prompts for scripted assistance.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003eThis skill targets publicly available information only and requires users to comply with each target site's terms of service. It does not bypass authentication or CAPTCHA measures.\u003c\/p\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\u003e0xpratzyy\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/0xpratzyy\/dissect\" rel=\"nofollow noopener\" target=\"_blank\"\u003e0xpratzyy\/dissect\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":53081110315319,"sku":"MCP-0XPRATZYY-DISSECT-DISSECT","price":46.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/JqJmuxdnpvY_LGX_aIh66_ed32e4ac3228419882f03960cb3e8edc.jpg?v=1790938941","url":"https:\/\/mcpcart.com\/products\/ai-agent-skill-reverse-engineer-videos-into-markdown","provider":"SPF PRO","version":"1.0","type":"link"}