skylv-note-linking is an intelligent automation tool that identifies semantic connections between markdown notes to build bidirectional links and knowledge graphs.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install skylv-note-linking
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install skylv-note-linking using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is skylv-note-linking?
The skylv-note-linking skill is designed to transform static note-taking into a dynamic web of interconnected ideas. By leveraging semantic understanding, this skill goes beyond simple keyword matching to recognize complex relationships between concepts like transformer architectures and large language models. Built for developers using Openclaw Skills, it analyzes your workspace to find hidden connections, surfacing hubs and orphans while suggesting links with high confidence scores. Whether you are managing an Obsidian vault or a directory of project documentation, this skill ensures your knowledge base remains coherent and highly navigable.
skylv-note-linking Use Cases
- Automatically discovering hidden connections between project notes and technical documentation.
- Building a comprehensive knowledge graph for personal knowledge management (PKM) systems.
- Generating bidirectional links and backlinks for existing markdown repositories without manual effort.
- Identifying 'orphan' notes that lack connections to the rest of the workspace.
- Querying complex note relationships like 'find all notes related to Topic X' or 'find the shortest path between Note A and Note B.'
How skylv-note-linking Works
- The engine recursively indexes all markdown, text, and org files within a specified notes directory.
- It parses YAML frontmatter and splits content into logical blocks based on headings and whitespace.
- The skill performs entity extraction and topic modeling using TF-IDF and keyword co-occurrence analysis.
- Relationship scores are calculated using a combination of Jaccard similarity, structural patterns, and semantic overlap.
- A knowledge graph is constructed, and the skill generates a detailed report or applies bidirectional wikilinks to the files.
- Users can query the graph directly to find neighbors, bridges, or hubs within their documentation.
skylv-note-linking Setup
To start using this skill within your environment, ensure you have the core agent installed. You can configure your notes directory and run the indexing process using simple commands.
# Install the skill via the Openclaw Skills manager
openclaw install skylv-note-linking
# Run the linking engine on your default workspace
openclaw run skylv-note-linking --notesPath ~/my-notes/ --format markdown
skylv-note-linking Data Schema & Taxonomy
The skill organizes data into a structured graph model, which can be exported or queried for further analysis. The schema focuses on nodes and edges representing files and their relationships.
| Component | Description |
|---|---|
| Nodes | Map of note IDs containing file paths, extracted topics, and content blocks. |
| Edges | Map of relationships including similarity scores, connection types, and logical reasons. |
| Metadata | Integrated support for YAML frontmatter and Obsidian-style tags. |
| Cache | A local JSON graph stored in the configuration directory for incremental updates. |
skylv-note-linking Advanced Features
- Support for incremental updates using file watchers to maintain the knowledge graph in real-time.
- Advanced threshold strategies that categorize link suggestions from 'Strong' to 'Weak' based on confidence.
- Full compatibility with Obsidian features including wikilinks, embeds, and callout patterns.
- Deep graph traversal capabilities to find bridges between otherwise separate note clusters.
- Composition support with other Openclaw Skills for versioning and visualization.
SKILL.md
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