[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-e4526c18c3bb1d34-automating-short-form-video-production-with-reelfu-summary":3,"summaries-facets-categories":137,"summary-related-e4526c18c3bb1d34-automating-short-form-video-production-with-reelfu-summary":7041},{"id":4,"title":5,"ai":6,"body":13,"categories":95,"created_at":97,"date_modified":97,"description":89,"extension":98,"faq":97,"featured":99,"kicker_label":97,"meta":100,"navigation":118,"path":119,"published_at":120,"question":97,"scraped_at":121,"seo":122,"sitemap":123,"source_id":124,"source_name":125,"source_type":126,"source_url":127,"stem":128,"tags":129,"thumbnail_url":97,"tldr":134,"tweet":97,"unknown_tags":135,"__hash__":136},"summaries\u002Fsummaries\u002Fe4526c18c3bb1d34-automating-short-form-video-production-with-reelfu-summary.md","Automating Short-Form Video Production with Reelful",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",6189,665,3788,0.00254475,{"type":14,"value":15,"toc":88},"minimark",[16,21,25,29,32,67,71,74],[17,18,20],"h2",{"id":19},"the-agentic-shift-in-video-creation","The Agentic Shift in Video Creation",[22,23,24],"p",{},"Reelful represents a transition from traditional manual video editing to agent-based automation. By leveraging AI to handle the end-to-end production pipeline—including clip selection, scriptwriting, voiceover generation, and post-production effects—the app aims to remove the technical friction that prevents busy founders and business owners from maintaining a consistent social media presence.",[17,26,28],{"id":27},"how-the-pipeline-works","How the Pipeline Works",[22,30,31],{},"The application functions as an automated editor that requires minimal user input:",[33,34,35,43,49,55,61],"ul",{},[36,37,38,42],"li",{},[39,40,41],"strong",{},"Input:"," Users provide a descriptive prompt (e.g., \"travel recap\" or \"product demo\") and select raw media from their camera roll.",[36,44,45,48],{},[39,46,47],{},"Voice Synthesis:"," Users record a 30-second sample to create a personalized AI voice clone for the narration.",[36,50,51,54],{},[39,52,53],{},"Assembly:"," The AI plans the narrative arc, writes the script, generates the voiceover, and integrates music and captions.",[36,56,57,60],{},[39,58,59],{},"Generative Enhancement:"," The app can animate still images into video clips (e.g., turning a photo of someone cutting fruit into a motion clip). All AI-generated content includes a watermark for transparency.",[36,62,63,66],{},[39,64,65],{},"Iterative Refinement:"," Once the initial draft is generated, users can refine the output through a chat-based interface, allowing for adjustments to the soundtrack, script, or pacing without manual timeline editing.",[17,68,70],{"id":69},"business-model-and-availability","Business Model and Availability",[22,72,73],{},"Reelful is currently available on iOS with plans for Android and web expansion. The service is monetized through both one-time credit bundles and recurring subscriptions:",[33,75,76,82],{},[36,77,78,81],{},[39,79,80],{},"Credit Bundles:"," Ranging from $15 for 5 videos to $90 for 33 videos.",[36,83,84,87],{},[39,85,86],{},"Subscriptions:"," Monthly plans start at $25 for 10 videos (Creator), $50 for 25 videos (Pro), and $100 for 60 videos (Studio).",{"title":89,"searchDepth":90,"depth":90,"links":91},"",2,[92,93,94],{"id":19,"depth":90,"text":20},{"id":27,"depth":90,"text":28},{"id":69,"depth":90,"text":70},[96],"AI Automation",null,"md",false,{"content_references":101,"triage":113},[102,107,110],{"type":103,"title":104,"url":105,"context":106},"tool","Reelful","https:\u002F\u002Fapps.apple.com\u002Fus\u002Fapp\u002Freelful-reels-generator\u002Fid6754861359","mentioned",{"type":103,"title":108,"url":109,"context":106},"Opus Clip","https:\u002F\u002Fwww.opus.pro\u002F",{"type":103,"title":111,"url":112,"context":106},"Captions","https:\u002F\u002Fcaptions.ai\u002F",{"relevance":114,"novelty":115,"quality":114,"actionability":114,"composite":116,"reasoning":117},4,3,3.8,"Category: AI Automation. The article discusses an AI tool that automates video production, addressing the pain point of time constraints for creators. It provides a clear overview of the app's functionality and business model, making it actionable for those looking to streamline their content creation process.",true,"\u002Fsummaries\u002Fe4526c18c3bb1d34-automating-short-form-video-production-with-reelfu-summary","2026-07-15 13:00:00","2026-07-16 13:33:35",{"title":5,"description":89},{"loc":119},"e4526c18c3bb1d34","TechCrunch — AI","article","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F07\u002F15\u002Freelfuls-ai-turns-your-camera-roll-into-short-form-videos-for-social-media\u002F","summaries\u002Fe4526c18c3bb1d34-automating-short-form-video-production-with-reelfu-summary",[130,131,132,133],"ai-tools","automation","content-pipelines","social","Reelful is an iOS app that uses AI agents to transform raw camera roll assets into polished social media content, automating scriptwriting, voiceovers, and video assembly for time-constrained 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It offers actionable insights on building a centralized knowledge system and using AI for real-time data analysis, making it highly relevant for product builders.","\u002Fsummaries\u002Fad89fb510e3c78c2-scaling-product-marketing-with-ai-driven-knowledge-summary","2026-08-21 03:13:15",{"title":7044,"description":89},{"loc":7091},"ad89fb510e3c78c2","OpenAI News","https:\u002F\u002Fopenai.com\u002Findex\u002Fstampli","summaries\u002Fad89fb510e3c78c2-scaling-product-marketing-with-ai-driven-knowledge-summary",[130,131,7100,132],"product-strategy","Stampli reduced product launch timelines by 3.16x by using AI to centralize product context, automate content production, and provide real-time data analysis.",[],"sbf-qlMBxNMVlV1mwPas94PlXxvQIYrbPDV2AeTiFrY",{"id":7105,"title":7106,"ai":7107,"body":7112,"categories":7180,"created_at":97,"date_modified":97,"description":89,"extension":98,"faq":97,"featured":99,"kicker_label":97,"meta":7181,"navigation":118,"path":7198,"published_at":7199,"question":97,"scraped_at":7199,"seo":7200,"sitemap":7201,"source_id":7202,"source_name":7096,"source_type":126,"source_url":7203,"stem":7204,"tags":7205,"thumbnail_url":97,"tldr":7206,"tweet":97,"unknown_tags":7207,"__hash__":7208},"summaries\u002Fsummaries\u002F932591afba7f1cf5-how-news-organizations-are-integrating-ai-into-edi-summary.md","How News Organizations Are Integrating AI into Editorial Workflows",{"provider":7,"model":8,"input_tokens":7108,"output_tokens":7109,"processing_time_ms":7110,"cost_usd":7111},8390,867,3748,0.003398,{"type":14,"value":7113,"toc":7175},[7114,7118,7121,7141,7145,7148,7168,7172],[17,7115,7117],{"id":7116},"automating-editorial-and-research-workflows","Automating Editorial and Research Workflows",[22,7119,7120],{},"Newsrooms are leveraging AI to reduce the time spent on repetitive tasks, enabling journalists to dedicate more resources to original reporting. Key applications include:",[33,7122,7123,7129,7135],{},[36,7124,7125,7128],{},[39,7126,7127],{},"Document Analysis & Verification:"," Organizations like The Associated Press use AI to scan overnight news, verify images and videos, and convert complex government filings into structured, searchable data. POLITICO similarly uses AI to analyze large volumes of public documents for timely reporting.",[36,7130,7131,7134],{},[39,7132,7133],{},"Custom Tooling:"," Axios has developed a suite of custom GPTs, such as the \"FOIA Refiner\" for crafting efficient open-records requests and the \"Axiomizer\" for sharpening headlines. The Philadelphia Inquirer’s \"Scribe\" tool monitors public meetings, transcribing and ranking developments based on a newsworthiness framework.",[36,7136,7137,7140],{},[39,7138,7139],{},"Knowledge Management:"," PRISA Media and News Corp are using AI to automate content vectorization, translation, and the creation of \"Knowledge Agents\" that combine structured enterprise data with unstructured business knowledge to answer complex analytical questions.",[17,7142,7144],{"id":7143},"enhancing-reader-engagement-and-personalization","Enhancing Reader Engagement and Personalization",[22,7146,7147],{},"Publishers are moving beyond static content by using AI to create interactive, personalized, and accessible experiences:",[33,7149,7150,7156,7162],{},[36,7151,7152,7155],{},[39,7153,7154],{},"Interactive Experiences:"," The Atlantic partnered with author Lemony Snicket to create an AI-powered murder mystery game where users interrogate character agents. Bon Appétit launched a \"Test Kitchen Assistant\" that allows readers to ask real-time questions about recipes and techniques based on the publication's extensive archive.",[36,7157,7158,7161],{},[39,7159,7160],{},"Accessibility and Discovery:"," Le Monde implemented AI-generated audio for all articles to match changing consumption habits. Eater created a conversational search tool that connects natural language queries to 20 years of editorial dining recommendations.",[36,7163,7164,7167],{},[39,7165,7166],{},"Local News Innovation:"," The San Francisco Standard uses an AI-first app to provide personalized briefings, while Chicago Public Media is transcribing 40 years of audio archives to make local history searchable for the first time.",[17,7169,7171],{"id":7170},"strengthening-business-operations","Strengthening Business Operations",[22,7173,7174],{},"AI is being applied to the business side of news to improve efficiency and identify growth opportunities. The Seattle Times developed an AI-powered prospecting agent that reduced the time required to identify and evaluate potential advertising customers from hours to minutes. By integrating these tools directly into existing collaboration platforms like Slack, newsrooms are ensuring that AI-driven insights are actionable and integrated into daily workflows rather than siloed in separate dashboards.",{"title":89,"searchDepth":90,"depth":90,"links":7176},[7177,7178,7179],{"id":7116,"depth":90,"text":7117},{"id":7143,"depth":90,"text":7144},{"id":7170,"depth":90,"text":7171},[96],{"content_references":7182,"triage":7195},[7183,7186,7189,7192],{"type":103,"title":7184,"url":7185,"context":106},"American Journalism Project","https:\u002F\u002Fwww.axios.com\u002F2026\u002F07\u002F21\u002Fopenai-local-news-american-journalism-project",{"type":103,"title":7187,"url":7188,"context":106},"Lenfest Institute for Journalism","https:\u002F\u002Fopenai.com\u002Findex\u002Flenfest-institute\u002F",{"type":103,"title":7190,"url":7191,"context":106},"WAN-IFRA","https:\u002F\u002Fwan-ifra.org\u002F2026\u002F03\u002Fnew-6-month-programme-from-wan-ifra-and-openai-supports-ai-native-product-development\u002F",{"type":103,"title":7193,"url":7194,"context":106},"OpenAI Academy for News Organizations","https:\u002F\u002Fopenai.com\u002Findex\u002Fopenai-academy-for-news-organizations\u002F",{"relevance":114,"novelty":115,"quality":114,"actionability":115,"composite":7196,"reasoning":7197},3.6,"Category: AI Automation. The article discusses how news organizations are using AI to automate workflows and enhance reader engagement, which directly addresses practical applications of AI in product strategy. It provides specific examples of AI tools used in editorial processes, but lacks detailed frameworks for implementation.","\u002Fsummaries\u002F932591afba7f1cf5-how-news-organizations-are-integrating-ai-into-edi-summary","2026-07-23 17:59:32",{"title":7106,"description":89},{"loc":7198},"932591afba7f1cf5","https:\u002F\u002Fopenai.com\u002Findex\u002Fhow-news-organizations-are-using-ai","summaries\u002F932591afba7f1cf5-how-news-organizations-are-integrating-ai-into-edi-summary",[130,131,7100,132],"News organizations are deploying AI to automate repetitive tasks, unlock value from massive archives, and create personalized reader experiences, ultimately allowing journalists to focus on original reporting.",[],"glchEMrmqECBz1c67Jx93mjnV01jZCpyuT5JCjEVC14",{"id":7210,"title":7211,"ai":7212,"body":7218,"categories":7266,"created_at":97,"date_modified":97,"description":89,"extension":98,"faq":97,"featured":99,"kicker_label":97,"meta":7267,"navigation":118,"path":7282,"published_at":7283,"question":97,"scraped_at":7284,"seo":7285,"sitemap":7286,"source_id":7287,"source_name":7288,"source_type":126,"source_url":7289,"stem":7290,"tags":7291,"thumbnail_url":97,"tldr":7293,"tweet":97,"unknown_tags":7294,"__hash__":7295},"summaries\u002Fsummaries\u002Fe9495e7aa5a35588-higgsfield-mcp-turns-claude-code-into-content-auto-summary.md","Higgsfield MCP Turns Claude Code into Content Automator",{"provider":7,"model":7213,"input_tokens":7214,"output_tokens":7215,"processing_time_ms":7216,"cost_usd":7217},"x-ai\u002Fgrok-4.1-fast",7345,1680,14945,0.0022865,{"type":14,"value":7219,"toc":7260},[7220,7224,7227,7231,7246,7250,7253,7257],[17,7221,7223],{"id":7222},"unified-access-to-top-ai-content-models","Unified Access to Top AI Content Models",[22,7225,7226],{},"Higgsfield's MCP server eliminates the fragmentation of AI content tools by providing a single programmatic endpoint to 17 image models (e.g., GPT Images 2, DALL-E variants), 14 video models, and proprietary options. Previously, integrating tools like VO3, Kling, or Seedance required separate APIs, payments, and setups—locking users into outdated options as leaders shift weekly. Now, connect once via Claude's custom connector (web, desktop, or Code terminal) to access everything, paying per use without lock-in. This delivers reliable automation: Claude Code pulls data (e.g., top 10 GitHub AI repos trending weekly\u002Fmonthly, ranked by stars), structures it into prompts, sends to MCP for generation, and retrieves assets—creating deliverables like carousels with minimal intervention.",[17,7228,7230],{"id":7229},"seamless-setup-in-claude-code-for-terminal-automation","Seamless Setup in Claude Code for Terminal Automation",[22,7232,7233,7234,7240,7241,7245],{},"Install takes seconds: In Claude.ai settings > Connectors > Add Custom, paste Higgsfield's MCP URL (from ",[7235,7236,7237],"a",{"href":7237,"rel":7238},"https:\u002F\u002Fhiggsfield.ai\u002Fmcp",[7239],"nofollow","), authenticate once. For Claude Code (terminal), prompt 'set up this MCP server' with the URL—it handles config, confirms via ",[7242,7243,7244],"code",{},"\u002Fmcp"," command showing 'Higgsfield connected.' Restart if needed. Test with natural language: 'Create 16 images with GPT Images 2' downloads files automatically (poll MCP every 60-90s as it doesn't callback). Inline web\u002Fdesktop previews enable recreate\u002Fedit\u002Fanimate options (e.g., edit via Nano Banana 2 with reference image linked). Trade-off: Terminal lacks previews, so pair with file viewers; speed varies by model\u002Fquality (e.g., 4 high-quality 2K GPT Images 2 variants take ~5min).",[17,7247,7249],{"id":7248},"automating-high-impact-content-like-github-carousels","Automating High-Impact Content Like GitHub Carousels",[22,7251,7252],{},"Combine with Claude Code automations for end-to-end pipelines: Daily script fetches new GitHub repos (last 7\u002F30 days, top 10\u002F5 by stars\u002Fdescriptions—no API setup needed, just prompt Claude Code). Feed data + reference images (cover\u002Fbody slides) to generate carousel prompts matching style. Claude researches repo assets (screenshots, logos), crafts prompts incorporating GitHub copy, sends to MCP (e.g., GPT Images 2 for cover: 'Top 5 Trending AI Repos This Month' in exact reference aesthetic). Produces 4 variants per slide; repeat for bodies using repo visuals. Hybrid optimize: AI for hero images (high aesthetics), code-generated HTML for bodies (lower cost\u002Ftokens). Result: Evergreen posts like one hitting 100k views in 24h. Scale by chaining into single 'skill' (e.g., post-GitHub fetch → auto-carousel → optional review\u002Fpost). Review manually first to refine, then fully automate.",[17,7254,7256],{"id":7255},"trade-offs-and-production-tips","Trade-offs and Production Tips",[22,7258,7259],{},"MCP excels for creative heavy-lifting but requires prompting Claude to poll for completion. Use references for style fidelity; ignore unrelated skills like 'carousel skill.' For volume, rapid-fire requests or batch into one flow. Options abound: Full AI vs. hybrid; daily GitHub vs. other sources. Unlocks Claude Code as 'marketing machine' for solos—grab trends, analyze, generate, deliver—without tool-hopping.",{"title":89,"searchDepth":90,"depth":90,"links":7261},[7262,7263,7264,7265],{"id":7222,"depth":90,"text":7223},{"id":7229,"depth":90,"text":7230},{"id":7248,"depth":90,"text":7249},{"id":7255,"depth":90,"text":7256},[96],{"content_references":7268,"triage":7280},[7269,7271,7274,7277],{"type":103,"title":7270,"url":7237,"context":106},"Higgsfield MCP",{"type":103,"title":7272,"url":7273,"context":7084},"Claude Code","https:\u002F\u002Fwww.skool.com\u002Fchase-ai",{"type":7275,"title":7276,"url":7273,"context":7084},"other","Master Claude Code",{"type":7275,"title":7278,"url":7279,"context":106},"Chase AI Community","https:\u002F\u002Fwww.skool.com\u002Fchase-ai-community",{"relevance":114,"novelty":115,"quality":114,"actionability":114,"composite":116,"reasoning":7281},"Category: AI Automation. The article discusses a new tool that integrates multiple AI models for content automation, addressing the pain point of fragmented AI tools. It provides a clear setup process and practical examples of automating content generation, making it actionable for builders.","\u002Fsummaries\u002Fe9495e7aa5a35588-higgsfield-mcp-turns-claude-code-into-content-auto-summary","2026-04-29 16:27:37","2026-05-03 16:55:33",{"title":7211,"description":89},{"loc":7282},"3d488a4a3245d79c","Chase AI","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=20BDYk-CU_o","summaries\u002Fe9495e7aa5a35588-higgsfield-mcp-turns-claude-code-into-content-auto-summary",[132,130,131,7292],"ai-automation","Higgsfield's MCP server unifies 17 image + 14 video AI models for Claude Code, enabling automated pipelines like daily GitHub trending carousels that generated 100k views in 24h.",[7292],"amh3Vcep2xqGqvbvVPcjE3jprVPenNmMILtTEldg1AA",{"id":7297,"title":7298,"ai":7299,"body":7304,"categories":7347,"created_at":97,"date_modified":97,"description":89,"extension":98,"faq":97,"featured":99,"kicker_label":97,"meta":7348,"navigation":118,"path":7366,"published_at":7367,"question":97,"scraped_at":7368,"seo":7369,"sitemap":7370,"source_id":7371,"source_name":7372,"source_type":126,"source_url":7373,"stem":7374,"tags":7375,"thumbnail_url":97,"tldr":7376,"tweet":97,"unknown_tags":7377,"__hash__":7378},"summaries\u002Fsummaries\u002F22f98979d216ca44-claude-code-automates-full-video-editing-pipeline-summary.md","Claude Code Automates Full Video Editing Pipeline",{"provider":7,"model":7213,"input_tokens":7300,"output_tokens":7301,"processing_time_ms":7302,"cost_usd":7303},8701,1555,15348,0.00249505,{"type":14,"value":7305,"toc":7342},[7306,7310,7313,7316,7320,7323,7326,7329,7333,7336,7339],[17,7307,7309],{"id":7308},"pipeline-setup-local-tools-for-end-to-end-editing","Pipeline Setup: Local Tools for End-to-End Editing",[22,7311,7312],{},"Create a folder with 'raw' and 'outputs' subfolders. Use Claude Code in terminal (install via its quick-start paste; drag folder path in). Switch to planning mode (Shift+Tab) and prompt: transcribe with free faster-Whisper (no API key), detect repetitions\u002Fbloopers\u002Ferrors\u002Fsilences via transcript analysis, cut with FFmpeg, add hook overlay in first 6 seconds (big bold font, top third), burn in captions, export to outputs with date\u002Fname. Auto-accept edits to build scripts. Run full pipeline by dropping raw video into 'raw'—processes in minutes, handling errors like apostrophes automatically.",[22,7314,7315],{},"This local setup (Claude API for intelligence, Whisper\u002FFFmpeg for heavy lifting) turns unedited footage into tight shorts optimized for Reels\u002FShorts\u002FTikTok, trimming silences for high retention and avoiding platform-native captions.",[17,7317,7319],{"id":7318},"hook-and-caption-techniques-psychology-backed-overlays","Hook and Caption Techniques: Psychology-Backed Overlays",[22,7321,7322],{},"Text hooks run parallel to spoken hook but differ: intrigue via paradox (e.g., \"She was right\" or \"It cost me everything\"), social proof gap (\"78,000 people knew this before me\"), or confession (\"I almost didn't post this\"). Position big\u002Fbold in top third, first 6 seconds, plain white on solid black background—no opacity.",[22,7324,7325],{},"Captions mimic top creators like Mino Wee (530k IG followers): small\u002Fnonchalant font (e.g., Inter), white with black drop shadow for contrast\u002Flegibility, break into 2 words early (first 10s for speed), 4-5 words mid-video, center-aligned, line breaks every 15-20 words later. Auto-correct spelling\u002Fgrammar (e.g., \"Claude\" not \"Claw\"). AB test styles—nonchalant boosts authenticity, reduces clutter for better retention.",[22,7327,7328],{},"Integrate by feeding these rules\u002Fexamples (e.g., Mino's transcript) into Claude prompts during build.",[17,7330,7332],{"id":7331},"refinement-testing-and-daily-scheduling","Refinement, Testing, and Daily Scheduling",[22,7334,7335],{},"Test end-to-end first: drop video, run pipeline, review output (e.g., fix cropping, jumping captions, compression via FFmpeg flags for quality). Iterate conversationally—Claude self-fixes (e.g., re-transcribe post-edit for timing). Read its logs\u002Fresponses to learn error patterns, speeding future builds (e.g., preempt apostrophes).",[22,7337,7338],{},"Schedule in Claude desktop app: open folder, prompt routine for 9AM daily—scan 'raw', process in parallel (CPU-heavy, overnight ideal) or sequential, output to 'outputs', move raw to 'processed'. Computer must stay on\u002Fawake. Extend with tools like Blowtato for auto-publishing.",[22,7340,7341],{},"Outcome: Scales content (Duncan grew 110k followers, 6-figure agency in 12 months; 2k community members automate in \u003C3h\u002Fweek). Trade-off: Local processing ties to your machine; read Claude outputs to partner effectively without coding knowledge.",{"title":89,"searchDepth":90,"depth":90,"links":7343},[7344,7345,7346],{"id":7308,"depth":90,"text":7309},{"id":7318,"depth":90,"text":7319},{"id":7331,"depth":90,"text":7332},[96],{"content_references":7349,"triage":7363},[7350,7353,7355,7357,7359],{"type":7275,"title":7351,"url":7352,"context":106},"The #1 community for building a highly-profitable personal brand with AI and Claude Code.","https:\u002F\u002Fwww.skool.com\u002Fbuildroom\u002F",{"type":103,"title":7354,"context":106},"faster Whisper",{"type":103,"title":7356,"context":106},"FFmpeg",{"type":103,"title":7358,"context":106},"Blowtato",{"type":7275,"title":7360,"author":7361,"context":7362},"Mino Wee Instagram video: This one editing hack got me 1.8 million followers","Mino Wee","cited",{"relevance":7088,"novelty":114,"quality":114,"actionability":7088,"composite":7364,"reasoning":7365},4.55,"Category: AI Automation. The article provides a detailed, actionable guide on automating a video editing pipeline using Claude Code, Whisper, and FFmpeg, which directly addresses the audience's need for practical applications in AI tooling. It includes specific steps for setup and execution, making it highly actionable.","\u002Fsummaries\u002F22f98979d216ca44-claude-code-automates-full-video-editing-pipeline-summary","2026-04-27 14:45:13","2026-05-03 16:55:45",{"title":7298,"description":89},{"loc":7366},"fc871bead432b878","Duncan Rogoff | AI Automation","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=xN1N0l6_a4Y","summaries\u002F22f98979d216ca44-claude-code-automates-full-video-editing-pipeline-summary",[131,132,130,7292],"Build a folder-based system in Claude Code using Whisper and FFmpeg: auto-transcribe raw videos, cut mistakes\u002Fsilences, add text hooks\u002Fcaptions, output ready shorts—frees 15-20 hours\u002Fweek for more content creation.",[7292],"drNx6xPKa5DLduwR5LD6IWb2rT9Pn8OXFOqNfuzYrEo"]