Fetch web pages and generate AI-powered summaries using Ollama LLM. Use when you need to (1) scrape and summarize web articles, (2) extract key points from w...
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web-summarizer
Try itSummarize any web page by URL or by pasting text. Returns a concise structured summary with key points, entities, and action items. Use when the user wants a quick digest of an article, documentation page, or any web content without reading the full source.
What it does
Summarize any web page by URL or by pasting text. Returns a concise structured summary with key points, entities, and action items. Use when the user wants a quick digest of an article, documentation page, or any web content without reading the full source.
The skill document
Web Summarizer
Get a structured summary of any web page or text block.
When to use
- User asks "summarize this page" or "what's this about"
- User pastes a URL and wants the gist
- User has a long text and wants key takeaways
Steps
- Fetch content — if input is a URL, use
web_fetchto download the page content. - Strip boilerplate — remove navigation, footers, ads, cookie banners.
- Summarize — produce:
- One-sentence TL;DR
- 3–5 bullet points of key takeaways
- Named entities (people, organizations, products)
- Action items (if applicable)
- Deliver — present the summary in chat.
Parameters
| Parameter | Type | Required | Description |
|---|---|---|---|
source | string | ✅ | URL or raw text |
style | string | ❌ | brief (default) or detailed |
language | string | ❌ | Output language (default: same as source) |
Example
User: Summarize https://example.com/article about the new research paper
Agent:
TL;DR: A new study finds X.
• Key point 1
• Key point 2
Entities: Alice Smith (lead author), MIT
Action items: Review methodology before citing
Notes
- For URLs behind paywalls, note that full extraction may fail and summarize what's available.
- Respect robots.txt and site terms. If a site blocks scraping, inform the user.
- For very long pages (>20k chars), prefer
detailedstyle with section breakdowns.
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