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.
Install
$ agentstack add skill-allens0104-skill-browser-content-summary ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Links to your public security report.[](https://agentstack.voostack.com/security/report/skill-allens0104-skill-browser-content-summary) Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →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
- Prefer
openclifor supported platforms. - If
opencliis unavailable, fall back to Playwright scraping of public result pages. - Rank by relevance first, popularity second.
- Open selected result pages and use metadata to improve summaries.
- 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:
/content-summaryuse the content-summary skill- 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 on and summarize each item with links and confidence labels.使用 /content-summary 在 搜索 ，筛选 Top 5，并输出带链接与置信度的摘要。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:
- search method used (
openclior fallback) - keyword and capture scope
- ranked results with links
- per-item confidence and caveat
- explicit note when summaries are metadata-inferred
Pointer
For the full detailed playbook, also see:
skills/content-search-summarization/SKILL.mdin 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
- Source: AllenS0104/skill-browser
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.