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