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End-to-End Automated Video Production

πŸ’¬ From @wsvn53 Β· 2026-03-18 / appinn.com Β· 2026-03-28


🎯 Pain Point

Producing a tech video requires: topic research, scripting, voice recording, finding images, editing, adding subtitles β€” each step is time-consuming and requires specialized tools.


πŸ’‘ What It Does

Minis handles an entire tech video production: analyze Bilibili creator history and view data β†’ plan topic and write voiceover script β†’ generate audio with Doubao TTS β†’ search for images β†’ render subtitles and composite video with ffmpeg. 200+ tool calls, resulting in a complete video uploaded to Bilibili.


πŸ›  Skills Used

Skill Purpose
bilibili-hub Analyze creator videos and performance data
doubao-tts Generate voiceover audio
Built-in ffmpeg Render subtitles and composite the video
exa-search Find relevant image material

πŸ’¬ Example Prompt

Help me produce a technology video:
1. Analyze top-performing technology videos on Bilibili and identify common traits
2. Plan a topic and write a voiceover script
3. Generate the voiceover with Doubao TTS
4. Find relevant images
5. Render subtitles and composite the final video with ffmpeg

βš™οΈ Requirements

  • bilibili-hub skill installed
  • Sign in to Bilibili in the Minis browser, then use browser_use get_cookies; authenticated access uses BILI_SESSDATA, BILI_JCT, BILI_USERID, and BILI_BUVID3
  • doubao-tts skill installed with DOUBAO_TTS_API_KEY; legacy DOUBAO_TTS_APPID + DOUBAO_TTS_TOKEN is also supported
  • ffmpeg installed (apk add ffmpeg; Minis can install it automatically)
  • exa-search available; EXA_API_KEY is optional for basic use and recommended for higher limits

πŸ’‘ Tips

  • Use voice input when your hands are occupied, but do not interact with the workflow while driving unless it is safe and legal.
  • Preview the finished video in Minis before uploading it.

πŸ‘€ Contributor

@wsvn53 Β· bilibili.com/video/BV1WpwizcEcq

πŸ“… Last Verified

2026-03-18