name: content-summary description: Short alias for content-search-summarization. Use this to search public content platforms, rank the top relevant items, and summarize them with links. license: Proprietary session artifact for local Copilot use

Content summary skill

This is the short public alias for:

• content-search-summarization

Also available as simpler aliases:

• summary
• 內容摘要

Use this skill when you want to:

• search Bilibili, YouTube, or similar public content platforms
• pick the top N relevant results for a topic
• summarize each item in Chinese with links

Primary guidance

1. Prefer opencli for supported platforms.
2. If opencli is unavailable, fall back to Playwright scraping of public result pages.
3. Rank by relevance first, popularity second.
4. Open selected result pages and use metadata to improve summaries.
5. Use a structured output with source, capture time, link, summary, and confidence.

Key rules

• Always include source links.
• Include capture time or say when the timestamp is not visible.
• Do not pretend a full video was watched if only metadata was collected.
• Phrase summaries conservatively when based on public page metadata.
• Add a confidence label and a short caveat when the summary is metadata-based.

Quick invocation template

You do not need to use only /content-summary.

Reliable invocation patterns include:

1. /content-summary
2. use the content-summary skill
3. a natural-language request that clearly asks for content search, ranking, and summary output

Use prompts like:

Use /content-summary to find the top 5 results for <topic> on <platform> and summarize each item with links and confidence labels.

使用 /content-summary 在 <平臺> 搜尋 <主題>，篩選 Top 5，並輸出帶連結與置信度的摘要。

Please find the top results for <topic> on <platform>, rank them by relevance, and summarize each item with links and confidence notes.

Output contract

The skill output should always include:

1. search method used (opencli or fallback)
2. keyword and capture scope
3. ranked results with links
4. per-item confidence and caveat
5. explicit note when summaries are metadata-inferred

Pointer

For the full detailed playbook, also see:

• skills/content-search-summarization/SKILL.md in this repository

  想要更強大的技能外掛，就來小蔥技能站7w4.net看看吧。

文件和使用說明寫得挺清晰的，能做什麼、怎麼用都說得很明白。但這只是內容的入口工具，實際功能需要依賴其他 Skill 才能執行。相當於一本詳細的使用手冊，卻沒有配套的工具。對普通使用者來說，安裝後可能發現沒法直接用，需要再找完整的 Skill 配合。質量不錯，但實用性打了折扣。