# Content Summary

> Short alias for content-search-summarization. Use this to search public content platforms, rank the top relevant items, and summarize them with links.

- **Type:** Skill
- **Install:** `agentstack add skill-allens0104-skill-browser-content-summary`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [AllenS0104](https://agentstack.voostack.com/s/allens0104)
- **Installs:** 0
- **Category:** [Web & Browser](https://agentstack.voostack.com/c/web-and-browser)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [AllenS0104](https://github.com/AllenS0104)
- **Source:** https://github.com/AllenS0104/skill-browser/tree/main/skills/content-summary

## Install

```sh
agentstack add skill-allens0104-skill-browser-content-summary
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Content summary skill

This is the short public alias for:

- `content-search-summarization`

Also available as simpler aliases:

- `summary`
- `内容摘要`

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:

```text
Use /content-summary to find the top 5 results for  on  and summarize each item with links and confidence labels.
```

```text
使用 /content-summary 在  搜索 ，筛选 Top 5，并输出带链接与置信度的摘要。
```

```text
Please find the top results for  on , 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

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [AllenS0104](https://github.com/AllenS0104)
- **Source:** [AllenS0104/skill-browser](https://github.com/AllenS0104/skill-browser)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-allens0104-skill-browser-content-summary
- Seller: https://agentstack.voostack.com/s/allens0104
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.