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YouTube Content Pipeline：从选题到研究的半自动内容流水线

围绕频道方向自动收集灵感、补充背景资料并跟踪制作进度，降低创作准备时间。

GITHUBDiscovered 2026-02-11Author hesamsheikh
Prerequisites
  • Channel positioning and audience persona are written down.
  • A consistent folder structure for idea/research/script assets exists.
Steps
  1. Collect weekly topic candidates from comments, trends, and competitor channels.
  2. Rank ideas by impact, novelty, and production effort.
  3. Generate research briefs with references before script drafting.
  4. Track pipeline stage per video: idea → research → script → publish.
Commands
mkdir -p content/{ideas,research,scripts}
git status
Verify

At least 3 topics move from idea to research with traceable references.

Caveats
  • Trend-chasing without channel fit reduces long-term retention.
  • Platform API availability and quota vary by region (needs verification).
Source attribution

This tip is aggregated from community/public sources and preserved with attribution.

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