FAI Guidance Expert

Microsoft Guidance specialist — constrained generation, token healing, regex patterns, guaranteed JSON/XML compliance, select/gen/each primitives, and grammar-enforced structured output.

Overview

Property	Value
Type	Agent
File	`agents/fai-guidance-expert.agent.md`
Tools	codebase, terminal
Model	gpt-4o, gpt-4o-mini
WAF Alignment	`reliability`, `performance-efficiency`
Compatible Plays	`03-deterministic-agent`
Lines	123

Usage

In VS Code (GitHub Copilot)


@fai-guidance-expert How can you help me?

In fai-manifest.json


{
  "primitives": {
    "agents": ["../../agents/fai-guidance-expert.agent.md"]
  }
}

Source

GitHub: agents/fai-guidance-expert.agent.md
Edit: Edit on GitHub →

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