search-vault

Search local Obsidian vault notes using keyword and semantic queries.

103|31|Updated Nov 2, 2025
One-click install
npx skills add https://github.com/Abilityai/cornelius --skill search-vault-abilityai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: search-vault
Source: https://github.com/Abilityai/cornelius/tree/main/.claude/skills/search-vault
Command: npx skills add https://github.com/Abilityai/cornelius --skill search-vault-abilityai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps you quickly find information within your Obsidian vault using both keyword matching and advanced semantic search, ensuring you can access relevant knowledge efficiently.

Core Features & Use Cases

  • Dual Search Capabilities: Combines fast keyword searches with deep semantic understanding for comprehensive results.
  • Contextual Information: Retrieves snippets for keyword matches and full content for the most relevant semantic result.
  • Use Case: You need to recall information about a specific project discussed months ago. You can use a keyword like "project phoenix" or a more conceptual query like "AI ethics in research" to find the relevant notes.

Quick Start

Search your vault for notes related to "quantum computing".

Frequently Asked Questions about search-vault

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I search my Obsidian vault for specific notes?

You can search an Obsidian vault using rapid keyword matching to find specific notes and retrieve contextual snippets based on your exact query terms.

Can I use semantic search to find information in my knowledge base?

Yes, semantic search enables deep conceptual retrieval from a knowledge base, returning the full content of the most relevant notes matching your query's underlying meaning.

What is the best way to find old project notes in Obsidian?

Finding old project notes in Obsidian is best handled by combining keyword search for exact names with semantic search for conceptual queries like project phases or specific historical topics.

Does Obsidian semantic search require external shell commands?

Yes, performing semantic search and vector similarity queries on a local vault leverages external shell commands for necessary file system operations and information retrieval.

How do semantic and keyword search differ when retrieving vault information?

Keyword search retrieves contextual snippets for exact matches, while semantic search uses vector similarity to provide the full content of the most conceptually relevant note.

What are the limitations of keyword search in a local knowledge base?

Keyword search in a local knowledge base only finds exact term matches and snippets, missing conceptually related notes, which requires using semantic vector similarity search instead.