My Claude Code Edits FULL Videos in One Shot (Here's How)

FOUNDEROS BUILDSHOP: https://build.bradbonanno.com/ TRY HIGGSFIELD: https://higgsfield.ai/s/higgsfield-mcp-3-0-yt-bradbonanno-wmJubR FREE PLAYBOOK: https://brad-b.kit.com/04dc535945 All I do is drop my raw footage into a folder and Claude edits the entire video for me in one shot — rough cut, motion graphics, AI B-roll, captions and music. This pipeline has edited every single video on this channel for the past month, it runs on about five tools, and almost all of them are free. But most people trying this end up spending two hours going back and forth with Claude, because they're missing the one skill that turns AI editing into a genuinely autonomous video production engine. This is the whole thing, no gatekeeping. In this video I break down the full system. The five-stage pipeline - transcription, rough cut, B-roll, graphics, SFX and why it's just what a human editor does, broken into stages an agent can actually run. WhisperX for word-level timestamps (Claude can't hear your audio, so it has no idea where a cut lands without them). FFmpeg for the cuts themselves, turning 25 minutes of raw footage into 12 tight minutes. Higgsfield as the AI video generator for B-roll, connected through the Higgsfield MCP so Claude can reach every top image and video model in one connection and generate footage that fits the script. HyperFrames free and open source from the team at HeyGen building every motion graphic as code, which is what takes this from trimming clips to actually generating video. Then the real unlock: the /watch skill, which gives Claude eyes on its own render. That's what turns a one-way prompt into agentic AI a proper loop where sub-agents review the cut like a picky editor, hand back a fix list, and Claude re-renders until it passes. By the time I sit down, the edit has already been through half a dozen reviews. I also show the exact setup (installing the watch skill, HyperFrames, FFmpeg, WhisperX, and adding Higgsfield as a Claude MCP), then run the whole thing live one-shotting the intro of this very video, first render and all. Finally, the four secrets that take these edits from pretty good to genuinely one-shot: the taste skill, generated assets mid-edit, making your style file absorb every correction, and the pre-work that matters more than any tool. Whether you're on camera or running a faceless channel, this is what AI content creation looks like when the agent can actually see its own work, real vibe marketing output, not AI slop. Chapters 0:00 — One-shot editing 1:05 — The pipeline 3:06 — Costs 3:50 — My secret weapon 6:33 — Setup 8:00 — Live Edit 14:35 — My tips for one-shot edits