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persona-development

Generate expert personas with identity, credibility, and reasoning components for LLM prompting.

Updated Aug 23, 2026
Search Tags:#workflow#guidance#persona#prompt-engineering#llm-prompting#expert-identity
One-click install
npx skills add https://github.com/magnum6actual/dev-sop --skill persona-development-magnum6actual
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: persona-development
Source: https://github.com/magnum6actual/dev-sop/tree/main/planning/skills/persona-development
Command: npx skills add https://github.com/magnum6actual/dev-sop --skill persona-development-magnum6actual

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Generates detailed expert personas to improve LLM prompting and role-based instructions.

Core Features & Use Cases

  • Stage 1: generate an expert identity using the in-context examples and the required persona components (Identity Anchor, Credibility Markers, Reasoning Approach, Values and Priorities, Communication Style, Domain Expertise Markers).
  • Stage 2: apply the generated persona to real tasks by prepending it to system prompts and integrating it into Claude Project workflows (planning, roadmapping, and component execution).
  • Use Case: building role-based prompts for advisory tasks, technical tasks, and creative tasks across planning and build environments.

Quick Start

Create an expert persona for the given task by inputting the task details and domain context.

Frequently Asked Questions about persona-development

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

FAQPage Schema
How do I create an expert persona for LLM prompting?▼

Generating an expert persona for LLM prompting involves creating an Identity Anchor, Credibility Markers, Reasoning Approach, Values and Priorities, Communication Style, and Domain Expertise Markers to guide role-based instructions.

What components are needed to build a detailed persona for prompt engineering?▼

Building a detailed persona for prompt engineering requires six components: Identity Anchor, Credibility Markers, Reasoning Approach, Values and Priorities, Communication Style, and Domain Expertise Markers to ensure task-aligned outputs.

How do I apply a generated persona to Claude Project workflows?▼

You apply a generated persona to Claude Project workflows by prepending it to system prompts, which integrates the expert identity into planning, roadmapping, and component execution tasks during Stage 2 of the process.

Can I use persona generation for both planning and build environments?▼

Yes, persona generation supports role-based prompts for advisory, technical, and creative tasks, applying the generated expert identity across both planning and build environments to ensure coherent task execution.

What is the best way to structure role-based prompts for advisory tasks?▼

The best way to structure role-based prompts for advisory tasks is to generate a detailed expert persona and prepend it to your system prompt, utilizing domain templates and reference files to align the reasoning approach with the task.

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