agentv-prompt-optimizer
OfficialOptimize prompts with AI-driven iteration.
AuthorEntityProcess
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the iterative process of refining AI prompts to improve their performance against specific evaluation datasets, reducing manual prompt engineering effort.
Core Features & Use Cases
- Iterative Prompt Refinement: Automatically adjusts prompts based on evaluation results to boost accuracy and effectiveness.
- Failure Analysis: Identifies root causes of prompt failures and suggests specific improvements.
- Use Case: You have a prompt designed to generate marketing copy, but it's not consistently producing high-quality results. Use this Skill to automatically run it against your test cases, analyze why it's failing, and refine the prompt until it meets your desired performance.
Quick Start
Use the agentv-prompt-optimizer skill to optimize the prompt file '~/prompts/marketing.md' against the evaluation dataset '~/evals/marketing_tests.yaml'.
Dependency Matrix
Required Modules
None requiredComponents
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: agentv-prompt-optimizer Download link: https://github.com/EntityProcess/agentv/archive/main.zip#agentv-prompt-optimizer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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