Most AI video summary tools are completely blind. When you give them a 45-minute tech talk, they only extract the transcript. If the speaker points to a retention graph and says "This is where startups die," the AI has no idea what "this" is. It misses the charts, the UI bugs, and the code snippets. In a multi-modal era, summarizing without visual context is useless. The Local Hacker Solution Anthropic doesn't have a native video model yet, and Gemini 1.5 Pro is expensive and hard to wire into Claude. But a video is just two things: Frames (Images) + A Transcript (Text). We can build an unstoppable pipeline using two battle-tested CLI tools: yt-dlp : Instantly downloads the video stream and official free subtitles from over 1,000 sites. ffmpeg : Silently extracts high-res frames every few seconds. If a video lacks captions, we use Grok or OpenAI's Whisper API to transcribe the audio for pennies.…