Community Plugin

prompt-repeater

Apply Google Research's prompt repetition technique to improve LLM performance on non-reasoning tasks

0.1.0

Updated 6 days ago

AI Insight

Implements Google Research's prompt repetition technique to enhance LLM output quality for non-reasoning tasks.

Why this plugin

Improves Claude Code's performance on tasks like classification or generation by repeating prompts, a research-backed method for more reliable outputs.

Prerequisites

Requires Claude Code plugin system and the generous-corp-marketplace added as a source.

optimization

prompting

utilities

Install

Run in your terminal

npx claudepluginhub danielraffel/generous-corp-marketplace

Components

Commands

repeat-3x

/repeat-3x

6 tools

Apply triple prompt repetition for maximum accuracy on list navigation and pattern matching tasks

repeat-last

/repeat-last

6 tools

Apply simple prompt repetition to the user's last message to improve performance on non-reasoning tasks

repeat-verbose

/repeat-verbose

6 tools

Apply verbose prompt repetition with framing to the user's last message

Skills

Prompt Repetition Optimization

inherits

2 assets

This skill should be used when the user asks to "improve performance", "optimize query", "use prompt repetition", "repeat my prompt", mentions "Google Research prompt paper", or discusses non-reasoning vs reasoning tasks. Provides research-backed guidance on when and how to apply prompt repetition for performance gains.

Hooks

Review workflow modifications before installing

Event Hooks

1 event

1 hook

1 hook across 1 event

Stats

Stars8

MaintenanceExcellent

Last Commit6 days ago

Community Promotion

Collections

Links

View on GitHub

View README

Plugin Marketplace JSON

Homepage

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