Search markdown files and session notes using semantic and keyword matching.
npx skills add https://github.com/hamchowderr/claude-plugins --skill query-hamchowderr
Please help me install this Agent Skill. Skill: query Source: https://github.com/hamchowderr/claude-plugins/tree/main/plugins/brainy/skills/query Command: npx skills add https://github.com/hamchowderr/claude-plugins --skill query-hamchowderr
This Skill enables users to efficiently find notes, decisions, and resources within their vault, reducing time spent manually searching through documents.
Ask the AI to find notes related to your recent project by searching for "client feedback" in your vault.
High-intent search queries and answers about installing and using this skill.
Semantic search for markdown notes locates content by understanding the meaning behind your queries rather than relying solely on exact keywords. This approach finds related information across your vault, ensuring efficient retrieval of relevant documents.
To locate specific session notes in a large vault, use exact match search to retrieve entries by precise titles or IDs. This quickly pinpoints individual notes, reducing the time spent manually browsing through complex collections.
Deep research conducts comprehensive multi-pass investigations across your vault for in-depth insights. This method performs extensive information retrieval, thoroughly scanning complex note collections to gather detailed context about your queries.
Yes, you can use keyword matching for note retrieval to quickly find exact terms within complex markdown collections. This mode works alongside semantic search, allowing you to switch between precise term lookups and meaning-based queries.
BM25 search works with markdown files and session notes by utilizing exact keyword matching to retrieve relevant documents. This scoring algorithm ranks notes based on term frequency, ensuring precise retrieval within your vault.
overviewlabsRead, search, and create Markdown notes in an Obsidian vault.
pinion05Extract research topics from markdown notes and generate source-backed reports via FireCrawl.
boxpSearch Obsidian Vault notes by keyword and return matching excerpts.
patricio0312revAutomate document embedding pipelines for semantic search.
