LLaManchaAI Enablement
Future moat

Agent workflow brief builder

This turns role/persona cards into workflow specs: trigger, context, allowed actions, prohibited actions, output format, validation, and human approval gates.

Workflow name

Trigger

Role/user

Goal

Required context

Allowed tools/data

Prohibited tools/data

Suggested AI steps

Output format

Validation checklist

Human approval gate

Escalation rules

Success measure