mind-clone-advisor

name	mind-clone-advisor
description	Use this skill whenever the user wants to build a persona advisor, mind clone, digital twin, or public-materials-based consultant workflow, including profile extraction, prompt design, RAG structure, evaluation, and compliance checks.

Mind Clone Advisor

Scope

Build compliant persona/mind-clone workflows. Follow SKILL-OPERATING-STANDARD.md.

Use This Skill When

• The user wants to clone a public figure's thinking style from public materials
• The task includes persona extraction, system prompts, RAG, evaluation, or update workflow design
• The user asks for a compliant process rather than a one-off impersonation prompt

Do Not Use This Skill When

• The user only needs one answer in a persona's tone, not a build workflow
• Authorization or source legitimacy is unclear and cannot be resolved
• The task is ordinary research or content harvesting without advisor construction

Mandatory Gates

1. Registry compliance check and authorization review
2. Source scope and metadata quality check
3. Output quality and safety review

Fast Workflow

1. Define objective, persona scope, and deliverables
2. Register or inspect the persona via scripts/person.py
3. Ingest and normalize corpus
4. Extract profile and compose system prompt
5. Build optional RAG workflow
6. Run artifact-coverage evaluation, validation, and compliance review

Output Contract

• Facts: source range, dates, authorization status
• Inference: profile extraction logic
• Delivery: generated files and paths
• Risks: authorization gaps, sample bias, update plan

Failure / Fallback Rules

• If authorization is unclear, keep the registry record in needs_review and stop before profile synthesis
• If source quality is weak, return an upgrade plan instead of pretending the clone is ready
• If the user needs corpus collection first, hand off to content-harvester

Reference

Full scripts, folder standards, compliance review flow, and advanced pipeline: references/long-form.md