FAI Prompt Optimization Builder

Prompt Optimization builder — prompt versioning with semantic versions, A/B testing framework, Azure Prompt Flow, template engine with variable injection, and evaluation-driven iteration.

Overview

Property	Value
Type	Agent
File	`agents/fai-play-18-builder.agent.md`
Tools	codebase, terminal
Model	gpt-4o, gpt-4o-mini
WAF Alignment	`performance-efficiency`, `cost-optimization`, `reliability`
Compatible Plays	`18-prompt-optimization`
Lines	57

Usage

In VS Code (GitHub Copilot)


@fai-play-18-builder How can you help me?

In fai-manifest.json


{
  "primitives": {
    "agents": ["../../agents/fai-play-18-builder.agent.md"]
  }
}

Source

GitHub: agents/fai-play-18-builder.agent.md
Edit: Edit on GitHub →

Auto-generated from the FrootAI primitive catalog . Last updated: 2026-04-20.