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optimize-prompts

Official

Automate prompt optimization for improved LLM performance.

Software Engineering#prompt optimization#LLM#LLM performance#prompt variation#eval set
AuthorContextJet-ai
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill addresses the challenge of manually tuning prompts for LLMs, offering an automated approach to optimize prompts systematically and improve their performance.

Core Features & Use Cases

  • Systematic Optimization: Automates the process of optimizing prompts against an evaluation set, selecting the best prompt based on performance metrics.
  • Evaluation Set Utilization: Utilizes pre-built evaluation sets or allows for custom sets to measure prompt quality.
  • Use Case: When you have a set of prompts that have plateaued in quality, this Skill can propose and evaluate new prompt variations to find the optimal one.

Quick Start

Trigger the optimize-prompts Skill with the command: "optimize my prompt".

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: optimize-prompts
Download link: https://github.com/ContextJet-ai/awesome-llm-observability/archive/main.zip#optimize-prompts

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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