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Official Verified productivity Safety 4/5

link-brain

Local knowledge base for links. Save URLs with summaries and tags, search later using natural language, build collections, and review your backlog with spaced repetition. Includes a standalone HTML graph view.

Why use this skill?

Organize your digital life with Link-brain, a private, local knowledge base for your URLs. Features include auto-summarization, spaced repetition, and natural language search.

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/jakes420/link-brain
Or

What This Skill Does

Link-brain is a local, privacy-first knowledge management system designed for developers and power users who suffer from 'bookmark fatigue.' Unlike cloud-based read-later apps, Link-brain stores every URL, summary, and tag in a local SQLite database within your home directory, ensuring total data sovereignty. It combines classic bookmarking features with advanced automation tools, including local summarization, tag prediction, and spaced-repetition algorithms to ensure your saved links are actually revisited.

Installation

To integrate Link-brain into your environment, use the OpenClaw installer: clawhub install openclaw/skills/skills/jakes420/link-brain

Once installed, initialize your local brain using the quickstart command: python3 scripts/brain.py quickstart This step scans your existing browser bookmarks (Chrome, Safari, Firefox), imports them into your local database, and launches the graphical interface.

Use Cases

  • Curated Learning: Organize technical documentation and tutorials with automatic tag generation based on your existing collection.
  • Research Management: Perform natural-language queries across thousands of links to find specific topics, such as 'that tutorial on sqlite I saved last month.'
  • Digital Minimalism: Combat information overload by using the 'digest' and 'random' discovery features to surface old, unread links that would otherwise stay buried.
  • Offline Productivity: Since the tool relies on a local SQLite database, you can search and manage your entire reading history without an internet connection, provided the initial indexing is complete.

Example Prompts

  1. 'Find the top-rated Rust programming resources I saved last week.'
  2. 'Automatically fetch and summarize the article at https://blog.example.com and add the tags: documentation, web-dev.'
  3. 'Give me three random links from my backlog that I haven't read yet to help me clear my queue.'

Tips & Limitations

  • Privacy: Link-brain is built for local-only operation. No data is sent to the cloud, and no telemetry is collected.
  • Auto-Save: The auto-save command performs a network request to fetch page content. Use this carefully if you are on a restricted connection.
  • Environment: By default, data lives in ~/.link-brain/. Use the LINK_BRAIN_DIR environment variable if you prefer to keep your database on an external drive or a different path.
  • Limitations: While the tool is excellent for managing links, it is strictly local. If you need to sync across multiple machines, you will need to manage the SQLite file location via a synced directory or version control.

Metadata

Author@jakes420
Stars2032
Views1
Updated2026-03-05
View Author Profile
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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-jakes420-link-brain": {
      "enabled": true,
      "auto_update": true
    }
  }
}

Tags(AI)

#knowledge-management#productivity#bookmarks#sqlite#offline-first
Safety Score: 4/5

Flags: file-read, file-write, network-access