A local-first AI knowledge management skill for storing, querying, and organizing personal facts and preferences.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install knowledge-spider
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 knowledge-spider 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 Knowledge Spider?
Knowledge Spider acts as a persistent memory layer for your AI agent, allowing it to store and retrieve specific information such as user preferences, historical facts, and task lists. By utilizing a local SQLite database, it ensures that your data remains private and secure on your own machine. This skill is a fundamental component for building a personalized experience within the ecosystem of Openclaw Skills, as it enables the agent to prioritize your unique context over general information.
The system is designed to handle natural language inputs for saving and searching, making it an intuitive way to build a digital brain. Whether you are tracking habits, storing critical project details, or managing a to-do list, Knowledge Spider provides the technical infrastructure to keep that data accessible and organized.
Knowledge Spider Use Cases
- Persistent storage of user preferences and habits for more personalized AI interactions.
- Recording and retrieving objective facts, research data, or historical project information.
- Creating and managing task lists and deadlines through natural language commands.
- Storing important but sensitive information like keys or specific instructions locally.
- Querying a local repository to verify previously stored information without cloud dependencies.
How Knowledge Spider Works
- Intent Recognition: The skill identifies the user's goal, such as storing, querying, deleting, or generating statistics from the database.
- Content Extraction: It cleanses the input command to isolate the core content, removing instructional phrases like "please record this."
- Categorized Execution: Data is automatically classified into specific types (preference, fact, task, important) and written to a local SQLite database.
- Semantic Retrieval: When querying, the skill performs a search and ranks results based on recency, frequency, and priority.
- Natural Language Response: The results are processed and returned to the user in a clear, conversational format.
Knowledge Spider Setup
To integrate this capability into your agent, ensure the skill is active in your configuration. You can interact with it using standard commands within any environment supporting Openclaw Skills.
# Standard interaction examples:
# "Save my favorite coding language as Python to my local knowledge base"
# "What is in my local knowledge base regarding project deadlines?"
# "How many records are in my knowledge base?"
Knowledge Spider Data Schema & Taxonomy
The skill organizes information into a structured local database with the following classification schema:
| Category | Keywords | Description |
|---|---|---|
| preference | like, habit, prefer | User settings and personal tastes |
| important | critical, key, password | High-priority or sensitive data |
| task | todo, deadline, task | Actionable items and schedules |
| fact | data, research, is | Objective information and truths |
| general | other | Miscellaneous information |
Knowledge Spider Advanced Features
- Automatic de-duplication to prevent redundant entries in the local database.
- Intelligent content classification based on keyword detection and semantic context.
- Priority-based sorting that balances recency and relevance for query results.
- Privacy-first architecture where all data is stored strictly on the local machine.
- Support for bulk statistics to monitor the health and size of your local knowledge repository.
SKILL.md
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