HanyuanWang/LiveStream-Agent-Studio

What it solves

LiveStream Agent Studio is a local-first AI workspace designed for livestream commerce teams. It streamlines the process of discovering creators, analyzing livestream recordings, reviewing performance based on traffic data, and planning short-form video content, consolidating these fragmented tasks into a single, traceable workflow.

How it works

The system operates as a Windows-based local gateway and task center that orchestrates four specialized AI agents:

• Creator Scout Agent: Reads creator pages and rankings (e.g., from Chanmama) to generate structured profiles and manage candidate lists.
• Live Breakdown Agent: Extracts audio from livestream videos and uses cloud transcription (via Alibaba Cloud DashScope) to create structured transcripts with second-level timestamps.
• Live Review Agent: Aligns these transcripts with minute-level traffic data (e.g., from Ocean Engine) to analyze how specific speech patterns affect viewer engagement and product clicks.
• Video Director Agent: Extracts transcripts from reference short videos to generate original scripts, storyboards, and production recommendations based on the underlying content logic.

Who it’s for

It is built for livestream operations, media-buying, content creation, and review teams working within the livestream commerce ecosystem on Windows.

Highlights

• Local-First Architecture: Keeps task history, databases, and generated files on the local machine.
• Unified Task Center: Provides a single interface to track progress and manage outputs across all four agents.
• Linguistic-Traffic Alignment: Specifically analyzes the correlation between spoken words and real-time traffic fluctuations.
• Cloud-Integrated Workflow: Integrates with Alibaba Cloud Model Studio (DashScope) and OSS for transcription and AI analysis.