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Hybrid search implementation

Skill ComeOnOliver/skillshub/skills/aiskillstore/marketplace/sickn33/hybrid-search-implementation

Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.From its SKILL.md

Install
npx -y skills add ComeOnOliver/skillshub --skill hybrid-search-implementation

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SKILL.md

1.1 KB, 163 tokens by cl100k_base, as published. Nobody here has run it

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.

What ships with it

26.9 KB alongside SKILL.md

GitHub clipped this repository’s file list, so this is at least 2 files and may be more.

resources/

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