🎯

hybrid-search-implementation

🎯Skill

from rmyndharis/antigravity-skills

What it does

Implements hybrid search by combining vector similarity and keyword matching for enhanced retrieval accuracy across different search scenarios.

📦

Part of

rmyndharis/antigravity-skills(289 items)

hybrid-search-implementation

Installation

npm runRun npm script

npm run build:catalog

npxRun with npx

npx @rmyndharis/antigravity-skills search <query>

npxRun with npx

npx @rmyndharis/antigravity-skills search kubernetes

npxRun with npx

npx @rmyndharis/antigravity-skills list

npxRun with npx

npx @rmyndharis/antigravity-skills install <skill-name>

+ 15 more commands

📖 Extracted from docs: rmyndharis/antigravity-skills

Need more details? View full documentation on GitHub →

11Installs

AddedFeb 4, 2026

View on GitHub Back to Skills

Skill Details

SKILL.md

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

Overview

# 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.

More from this repository10

🎯

unity-developer🎯Skill

unity-developer skill from rmyndharis/antigravity-skills

🎯

dotnet-architect🎯Skill

dotnet-architect skill from rmyndharis/antigravity-skills

🎯

ios-developer🎯Skill

ios-developer skill from rmyndharis/antigravity-skills

🎯

java-pro🎯Skill

java-pro skill from rmyndharis/antigravity-skills

🎯

error-detective🎯Skill

error-detective skill from rmyndharis/antigravity-skills

🎯

backend-architect🎯Skill

backend-architect skill from rmyndharis/antigravity-skills

🎯

frontend-developer🎯Skill

frontend-developer skill from rmyndharis/antigravity-skills

🎯

fastapi-pro🎯Skill

fastapi-pro skill from rmyndharis/antigravity-skills

🎯

performance-engineer🎯Skill

performance-engineer skill from rmyndharis/antigravity-skills

🎯

kubernetes-architect🎯Skill

kubernetes-architect skill from rmyndharis/antigravity-skills