Skill

semantic-search

Search local document folders using natural language. Use when the user asks about content in their files, references documents they've mentioned before, asks "what does the report say about...", "find the document about...", "was ist in dem Dokument uber...", or when they need to locate information across many files. Also use when the user asks to index or search a folder of documents.

From semantic-search

Install

Run in your terminal

npx claudepluginhub zhubit/cowork-semantic-search

Tool Access

This skill uses the workspace's default tool permissions.

Skill Content

Similar Skills

ui-ux-pro-max

Provides UI/UX resources: 50+ styles, color palettes, font pairings, guidelines, charts for web/mobile across React, Next.js, Vue, Svelte, Tailwind, React Native, Flutter. Aids planning, building, reviewing interfaces.

ui-ux-pro-max

57.6k

context7-mcp

Fetches up-to-date documentation from Context7 for libraries and frameworks like React, Next.js, Prisma. Use for setup questions, API references, and code examples.

context7-plugin

51.4k

context7-mcp

Fetches up-to-date documentation from Context7 for libraries and frameworks like React, Next.js, Prisma. Use for setup questions, API references, and code examples.

context7

50.8k

Stats

Stars24

Forks1

Last CommitMar 24, 2026

Actions

View Source View Plugin View on GitHub View README

semantic-search

From semantic-search

When to Use

Search automatically when the user:

Asks about content that likely lives in their documents

References reports, notes, emails, or files by topic

Says things like "find...", "what did ... say about...", "where is the info about..."

Uses German phrases like "was steht in...", "finde das Dokument uber...", "was sagt der Bericht zu..."

Asks to compare information across multiple documents

Index first when the user:

Mentions a folder of documents they want to search

Says "index my documents", "make these searchable"

References a folder that hasn't been indexed yet

Workflow

First-time setup

Ask which folder(s) the user wants to make searchable

Call index_folder with the folder path

Report results: how many files indexed, any failures

Confirm they can now search with natural language

Searching

Call semantic_search with the user's query

If results are found:

Synthesize an answer from the most relevant chunks
Always cite the source file and page number (if PDF)
Quote relevant passages when helpful
Mention the relevance score only if the user asks about confidence

If no results:

Suggest indexing the relevant folder
Suggest rephrasing the query or broadening search terms

Presenting results

Lead with the answer, not the search mechanics

Cite sources naturally: "According to Q3-report.pdf (page 12)..."

For German queries, respond in German with source citations

If multiple documents are relevant, synthesize across them

Offer to show more results or search with different terms

Semantic Document Search

Search across locally indexed document folders using natural language queries. Supports Markdown and text files (PDF, Word, PowerPoint coming in Phase 2).