Research Collector
Use when the user wants to collect research material for an article or topic by gathering YouTube videos and web articles into a NotebookLM notebook, then running analysis queries and saving results as markdown. Best for "收集素材"、"给我找这个话题的相关视频和文章"、"整理成 NotebookLM 分析" type requests. Combines yt-dlp YouTube search, NotebookLM `nlm` CLI research, and markdown report output.
Action List Review
把会议记录整理为可核对的行动清单；当任务要求提取负责人、截止日期、交付物和限制时使用。
Article Optimizer
Use when the user wants to improve a specific article under a fixed viral-scoring rubric, iterate on one article to raise its score, or run single-article scoring plus rewrite loops. Best for content optimization experiments where the scoring prompt stays fixed and the article text is the thing being changed.
Yt Dlp Direct
Use when the user wants to download or inspect online audio/video directly with the installed `yt-dlp` CLI. Best for single videos, playlists, audio extraction, subtitle download, format inspection, output templates, cookies-from-browser flows, and practical troubleshooting of `yt-dlp` commands.
Score Optimizer
Use when the user wants to iterate on a viral-article scoring system itself, calibrate or improve a scoring prompt against labeled samples, or run batch scoring experiments on a fixed article set. Best for prompt-only scoring research where the evaluator scripts stay fixed and only the scoring rubric/prompt is meant to evolve.
Publisher Wechatsync
Use when the user has a finished blog master draft and wants to publish it to multiple content platforms (知乎/掘金/CSDN/公众号 等) via the @wechatsync/cli tool. Handles pre-flight auth checks, platform selection, dry-run preview, and the actual sync. Do NOT use for writing, rewriting, compliance rewriting, or topic selection — this skill only publishes existing drafts as-is.
Bluebook Graduation Review
只读审阅 Pi 蓝皮书毕业项目的需求覆盖、修改范围、导航连接和验收证据；用于实现完成后的独立复核。