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How to apply ShortGPT for efficient division of labor in teamwork scenarios?

2025-08-21 39

Team-based Operational Solutions

The following implementation options are available for the content team's collaboration needs:

  • division of labor::
    • Curation team: responsible for topic library construction (weekly update of trending_topics.csv)
    • Technical group: maintain API quotas and Docker containers (Portainer management recommended)
    • QC team: develop automated inspection scripts (refer to official github for QC examples)
  • Workflow optimization::

    Through TinyDB to achieve: 1) task queue management 2) version control (retaining the video parameters configuration of each period) 3) performance log analysis. Recommended to use DB Browser for TinyDB visualization tools.

  • Resource sharing::
    1. Create a team material center (NAS storage recommended)
    2. Production style guide document (with font/color scheme/transition standards)
    3. Develop customized prompt template library

Efficiency Program: An MCN organization adopted the above model to achieve an increase in per capita output from 3 to 17 short videos in a single day, and an increase in quality score by 22%.

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