Pipeworks watches your AI generation output, classifies what's safe for which platform, lets you approve in a clean web UI, then schedules and exports to your social tools — so you can spend your time creating, not sorting.
Three things, well. Pipeworks is the layer between your generation tool and the rest of your workflow.
Watches your ComfyUI (or any folder) for new outputs. A local vision model analyzes each file, scores it for quality and content, and routes it to the right category — automatically.
Browse a gallery of analyzed media. Captions and hashtags pre-generated per platform, safety flags pre-computed, anatomy issues flagged. Approve or reject in one click.
Spreads approved items across peak posting times per platform. Groups carousels. Matches TikTok content to trending audio. Exports clean CSVs for your scheduler of choice.
AI creators have the opposite problem of human creators. You don't need help making more content — you need help making sense of what you've already generated.
Pipeworks runs on your machine. Your generations, captions, and schedule live in a SQLite database you own. Nothing uploaded, nothing tracked.
Each post comes pre-tagged for which platforms it's safe on. Per-platform captions and hashtags. Sensitive flag set automatically where it matters.
Pulls weekly TikTok trending audio, matches to your content vibe, suggests tracks at scheduling time. No manual digging through For You pages.
Doesn't replace your tools. Exports clean CSVs for Publer, integrates with platform APIs (Fanvue), works alongside what you already use.
Picks weekly trending TikTok tracks, scores each one against your content's vibe, and suggests the best match per post — so your video isn't trending in audio alone.
Pipeworks is built and operating. It's not yet available for public download. If you're an AI creator drowning in your own output and want early access when it ships, drop a line.