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multi-query

Use when search queries need better recall through query expansion - generates multiple query variants, retrieves with each, and fuses results using RRF for improved retrieval quality especially with ambiguous or under-specified queries

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
6
Hot score
82
Updated
March 20, 2026
Overall rating
C1.1
Composite score
1.1
Best-practice grade
B73.6

Install command

npx @skill-hub/cli install juanre-llmemory-multi-query

Repository

juanre/llmemory

Skill path: skills/multi-query

Use when search queries need better recall through query expansion - generates multiple query variants, retrieves with each, and fuses results using RRF for improved retrieval quality especially with ambiguous or under-specified queries

Open repository

Best for

Primary workflow: Ship Full Stack.

Technical facets: Full Stack.

Target audience: Development teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: juanre.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install multi-query into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/juanre/llmemory before adding multi-query to shared team environments
  • Use multi-query for development workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

multi-query | SkillHub