Skimlane

Skimlane

Local-first Chrome extension that auto-summarizes web pages with customizable AI recipes

Free
4.1 (10 reviews)

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About Skimlane

Skimlane is a Chrome extension that automatically processes web pages as you browse, transforming long articles into structured summaries based on templates you define. It runs in the background, applies your chosen summarization recipe to each new page, and outputs a reformatted version you can read quickly or export as Markdown.

The problem it addresses is information overload. If you read a lot for work, whether industry news, research, or competitor analysis, you spend significant time separating signal from noise. Skimlane automates that first pass so you can decide faster whether something is worth your full attention or just a skim.

It works through what it calls recipes, which are templates that tell the AI how to restructure content. There are pre-built options like PM Brief for product managers, Signal Cleaner for filtering fluff, and Worth Reading for quick triage. You can also create your own recipes tailored to how you want information presented. The extension runs these automatically on new pages or manually when you trigger it.

What makes it different from typical summarization tools is the local-first architecture. It can run entirely in your browser using Chrome's built-in Gemini Nano model, or connect to local Ollama instances, meaning your reading habits and the content you process never leave your machine. For users who want more power, it also supports external APIs like OpenAI, Anthropic, Gemini, and OpenRouter through your own keys.

The audience is professionals who consume a lot of written content and value both privacy and customization. Product managers tracking industry trends, researchers distilling academic or technical writing, and analysts filtering through news feeds all fit the mold. If you're comfortable with browser extensions and want control over how summarization works, this is built for that mindset.

Skimlane is free to use. The extension itself has no cost, and if you use Chrome's built-in Gemini Nano or Groq's free tier, there's no external expense either. Using your own API keys for other providers means paying those providers directly, but that's optional. There's no account, no tracking, and no Skimlane backend between you and the content.

Key Features

  • Automatic page summarization on browse
  • Customizable summarization recipes
  • Local-first with no cloud backend
  • Multiple AI model support
  • Markdown export for summaries
  • Follow-up question capability

Pros & Cons

What we like

  • Runs locally so your reading data stays private
  • Recipes let you tailor summaries to your workflow
  • Free with Chrome's built-in Gemini Nano or Groq
  • No account or tracking required

Room for improvement

  • Chrome only, no Firefox or Safari support
  • Recipe setup takes effort to get right
  • Summary quality depends on the AI model used
  • Automatic mode can be distracting if not tuned

Frequently Asked Questions

What is Skimlane?
Skimlane is a Chrome extension that uses AI to automatically summarize web pages as you browse. It applies customizable templates called recipes to restructure content into formats that are faster to read and easier to act on.
Is Skimlane free?
Yes, the extension is free. It can run entirely on Chrome's built-in Gemini Nano or connect to Groq's free tier. If you want to use OpenAI, Anthropic, or other providers, you pay those services directly through your own API keys.
Does Skimlane store my data?
No. It's local-first with no Skimlane account, backend, or tracking. All data stays in your browser's local storage, and you control deletion. The extension sits between you and the content without any cloud component.
What AI models can it use?
It supports Chrome's Gemini Nano locally, local Ollama instances, Groq's free tier, and API keys for OpenAI, Anthropic, Gemini, and OpenRouter. You choose based on your privacy and performance preferences.

Best For

Triaging industry news for relevanceDistilling long-form articles into actionable briefsProcessing research papers fasterBuilding a private reading workflow with no data sharing

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Reviews (10)

K
Kenji Pereira

Pulled its weight from week one

Came to Skimlane after getting frustrated with what I had before. The core workflow is smooth once you are set up. It just works, day after day, without surprises. Mostly using it for processing research papers faster. Would sign up again without thinking twice.

6/12/2026 13 found this helpful
H
Henrik Lindqvist Verified

Solid but not perfect

Started using Skimlane casually, now it is pinned in my dock. Got real value out of local-first with no cloud backend. Found it works best for processing research papers faster. It would be a five if not for recipe setup takes effort to get right.

3/31/2026 13 found this helpful
V
Vera Lima Verified

It just works

Started using Skimlane casually, now it is pinned in my dock. Where it really wins is no account or tracking required.

7/18/2026 12 found this helpful
D
Dmitri Kang Verified

Genuinely impressed

Started using Skimlane casually, now it is pinned in my dock. Got real value out of runs locally so your reading data stays private. The core workflow is smooth once you are set up. Easy yes for anyone weighing the same trade offs.

5/20/2026 11 found this helpful
V
Vera Nair

Good, with a few caveats

Picked Skimlane for the price, stayed for the quality. What stands out is how it handles markdown export for summaries. Found it works best for building a private reading workflow with no data sharing. My only gripe is automatic mode can be distracting if not tuned. Would sign up again without thinking twice.

4/7/2026 10 found this helpful
D
Dmitri Ramirez

Recommended without reservation

Found Skimlane on a Show HN thread and I am glad I clicked. The defaults are sensible, so I was not fighting settings on day one. Mostly using it for processing research papers faster. No regrets so far.

4/2/2026 10 found this helpful
A
Aisha Zhang

Recommended without reservation

Skimlane solves a real problem for me without making a fuss about it. The recipes let you tailor summaries to your workflow is more useful than I expected. The output quality holds up better than I expected.

7/13/2026 9 found this helpful
M
Mila Rossi Verified

Genuinely impressed

Tried Skimlane on a side project first, then rolled it out everywhere. What stands out is how it handles no account or tracking required. It fits well for processing research papers faster. Recommending it to people in a similar spot.

4/14/2026 9 found this helpful
S
Sana Lopez Verified

Powerful once it clicks

Started using Skimlane casually, now it is pinned in my dock. The core workflow is smooth once you are set up. The interface stays out of my way, which I appreciate. One thing that bugs me is automatic mode can be distracting if not tuned. Hard to imagine going back to my old setup.

3/27/2026 2 found this helpful
F
Freya Johnson Verified

Finally something that fits

Have been running Skimlane for a while, here is where I land. Their take on follow-up question capability is genuinely good. Found it works best for building a private reading workflow with no data sharing. It earns its place in my stack.

6/12/2026