FAI Deterministic Expert

Deterministic AI specialist — makes AI outputs reproducible, grounded, and auditable with temperature control, seed pinning, JSON schema output, RAG grounding, citation enforcement, and multi-layer hallucination defense.

Overview

Property	Value
Type	Agent
File	`agents/fai-deterministic-expert.agent.md`
Tools	codebase, terminal
Model	gpt-4o, gpt-4o-mini
WAF Alignment	`reliability`, `responsible-ai`, `security`
Compatible Plays	`03-deterministic-agent`
Lines	168

Usage

In VS Code (GitHub Copilot)


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

In fai-manifest.json


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

Source

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

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