ContentPilot — Multi-Platform AI Content Workflow by JIANBIN LIUContentPilot — Multi-Platform AI Content Workflow by JIANBIN LIU

ContentPilot — Multi-Platform AI Content Workflow

JIANBIN LIU

JIANBIN LIU

ContentPilot — Multi-Platform AI Content Workflow
The challenge Content teams lose time rewriting the same idea for every platform and language while keeping formats, tone, and structure consistent.
The solution I designed and built a bilingual workflow that turns one topic into four structured deliverables: a social note, article outline, 60-second video script, and thread. Users can edit inline, regenerate one platform without touching the others, and export the complete topic to Markdown.
Engineering highlights • English and Chinese platform-specific generation from one schema • Structured output with exact tag, timing, and thread constraints • Independent per-platform status, editing, and regeneration • Deterministic demo mode for offline testing without an API key
Full source code and setup instructions: https://github.com/LuciferLiu/contentpilot
Like this project

Posted Jul 27, 2026

Built a bilingual AI workflow that turns one topic into four platform-ready assets with structured output, inline editing, selective regeneration, and export.