sickn33/agentic-awesome-skills164 installs
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.
How do I install this agent skill?
npx skills add https://github.com/sickn33/agentic-awesome-skills --skill hybrid-search-implementationIs this agent skill safe to install?
- Gen Agent Trust Hubpass
This skill provides implementation patterns and code templates for hybrid search. It describes how to combine vector and keyword search results using various fusion methods and database backends like PostgreSQL and Elasticsearch.
- Socketpass
No alerts
- Snykpass
Risk: LOW · No issues
What does this agent skill do?
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.mdfor detailed patterns and examples.
Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.
How can the creator link this skill?
Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.
<a href="https://skillzs.dev/skills/sickn33/agentic-awesome-skills/hybrid-search-implementation">View hybrid-search-implementation on skillZs</a>