ai-persona-definition

Generate 19-section contractual AI Persona specifications with governance and data contracts.

3|Updated Mar 29, 2026
One-click install
npx skills add https://github.com/SteveGJones/jack-tar-deckhand --skill ai-persona-definition
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-persona-definition
Source: https://github.com/SteveGJones/jack-tar-deckhand/tree/main/.claude/skills/ai-persona-definition
Command: npx skills add https://github.com/SteveGJones/jack-tar-deckhand --skill ai-persona-definition

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI Persona definitions are often informal, leading to inconsistent governance and unclear responsibilities. This skill guides the creation of a complete, contract-ready AI Persona specification using a 19-section template, ensuring consistent scope, accountability, and interoperability with canonical models.

Core Features & Use Cases

  • Complete 19-section AI Persona Definition: generates a formal, tradeable specification covering governance, data contracts, interactions, and lifecycle management.
  • Canonical model integration: reads persona stubs and writes back enriched data.
  • Batch mode: create multiple personas in a domain and batch write-back.
  • Quality criteria and risk calibration: supports alignment to risk tiers and governance depth.

Quick Start

Provide a high-level brief of the AI Persona you want defined, and run this skill to generate a complete 19-section definition.

Frequently Asked Questions about ai-persona-definition

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
What is an AI persona definition and when do I need a formal specification?

An AI persona definition is a formal specification that establishes governance, data contracts, and authority models for an AI system. You need this contract-ready template when onboarding new AI personas or formalizing existing implementations to ensure accountability and compliance.

How do I create a compliant AI persona specification for governance?

You create a compliant AI persona specification by providing a high-level brief of your AI persona. The system then generates a complete 19-section definition covering governance, data contracts, interactions, and lifecycle management to satisfy compliance requirements.

Can I define multiple AI personas in a domain and write them back to a canonical model?

Yes, you can define multiple AI personas within a specific domain using batch mode. The system creates the specifications and performs a batch write-back to integrate the enriched persona data directly into your canonical models.

Does the AI persona definition template cover data contracts and lifecycle management?

Yes, the AI persona definition template explicitly covers data contracts and lifecycle management. It produces a complete 19-section contractual specification that includes governance, data contracts, interactions, and authority models.

What is the best way to formalize existing AI implementations for legal compliance?

The best way to formalize existing AI implementations is to apply a 19-section contractual specification template. This generates a complete AI persona definition that calibrates risk tiers, establishes governance depth, and ensures legal compliance.

Why does my AI persona definition need 19 specific sections?

An AI persona definition needs 19 sections to satisfy full governance and compliance requirements. This complete contractual specification ensures consistent scope, accountability, authority models, and interoperability with canonical models across the organization.