add-ai-persona

What problem does it solve?

It streamlines the creation of AI intelligence personas for the DotMac Omni CRM engine by providing a repeatable blueprint for context building, structured outputs, and optional quality scoring.

Core Features & Use Cases

• Persona scaffolding for CRM intelligence: Defines a new persona spec with an output schema, a domain-aligned system prompt, and registration into the persona registry.
• Context builder template: Produces a deterministic context builder that loads the target entity and renders a token-budgeted, redacted, newline-separated context string.
• Optional quality gate and batch readiness: Supports adding a context quality scorer and, when enabled, adding scheduled/batch candidate scanning.

Quick Start

Create a new skill instance by providing persona_info (e.g., fiber health analyzer for OLT/closure monitoring) and implement the persona key, domain context builder, and registered schema in the indicated app/services/ai paths.