General
hybrid-search-implementation - Claude MCP Skill
Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.
SEO Guide: Enhance your AI agent with the hybrid-search-implementation tool. This Model Context Protocol (MCP) server allows Claude Desktop and other LLMs to combine vector and keyword search for improved retrieval. use when implementing rag systems, buildin... Download and configure this skill to unlock new capabilities for your AI workflow.
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SKILL.md# Hybrid Search Implementation Patterns for combining vector similarity and keyword-based search. ## Use this skill when - Building RAG systems with improved recall - Combining semantic understanding with exact matching - Handling queries with specific terms (names, codes) - Improving search for domain-specific vocabulary - When pure vector search misses keyword matches ## Do not use this skill when - The task is unrelated to hybrid search implementation - You need a different domain or tool outside this scope ## Instructions - Clarify goals, constraints, and required inputs. - Apply relevant best practices and validate outcomes. - Provide actionable steps and verification. - If detailed examples are required, open `resources/implementation-playbook.md`. ## Resources - `resources/implementation-playbook.md` for detailed patterns and examples.
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- Repository
- arlenagreer/claude_configuration_docs
- Author
- arlenagreer
- Last Sync
- 5/10/2026
- Repo Updated
- 5/7/2026
- Created
- 4/10/2026
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