Claude Code - Streamline AI Ad Creation Process

Developer to Build an Automated AI Video Ad Pipeline (Seedance, ElevenLabs, HeyGen) I run a creative shop producing AI UGC video ads for DTC, health, and financial clients. I already generate all my prompts through custom Claude skills, one per visual style (realistic UGC, 2D, Pixar-style 3D, and more). The prompts are handled. What slows me down is execution: I paste those prompts into Seedance, HeyGen, ElevenLabs and others by hand, download outputs one at a time, then assemble everything manually. I want a developer to build the automation engine that removes all of that. What you'll build: A Python pipeline that takes the prompt outputs from my existing Claude skills, fires them to the relevant tool APIs (fal.ai or Replicate for Seedance, ElevenLabs for voice, HeyGen for avatars), pulls the generated clips and audio back automatically, and assembles a rough cut with ffmpeg. It also needs to handle the unglamorous reliability work: retries, rate limits, failed generations, and clean output folders per project. End goal: I pick a style, feed in a script, and the system runs generation and assembly with almost no hands-on time from me. What you should have: Real experience wiring up generative video and audio APIs (fal.ai, Replicate, ElevenLabs, HeyGen, or close equivalents) ffmpeg automation for stitching clips, audio, and captions together A track record building reliable pipelines that run unattended, not brittle scripts that break on the first API hiccup Nice to have: Claude Code familiarity, since my prompts originate there and a clean handoff helps CapCut or Higgsfield automation experience Engagement: Starts as a scoped build. If the pipeline is solid, there's ongoing work as I add new styles and tools. To apply, tell me which of these APIs you've actually shipped against, and the trickiest reliability problem you solved getting a generation pipeline to run unattended. Skip the generic pitches.