prompt-master

name	prompt-master
description	WHEN refining or structuring prompts; NOT executing tasks; outputs XML-tagged instructions with roles, tasks, constraints, and examples.

Prompt Master

Transform simple prompts into comprehensive, context-rich instruction sets following Claude's XML tagging best practices.

Workflow

1. Intake & Clarification

Understand the objective, desired outcome, and success criteria.

Ask for missing inputs when unclear:

• Audience (who will use the output)
• Format (structure, length, style)
• Constraints (boundaries, requirements)
• Tools/integrations (APIs, schemas, functions)
• Tone/style (professional, casual, technical)

Wrap user-provided details in descriptive XML tags (e.g., <user_prompt>, <context>, <audience>, <tone>, <constraints>). Keep directives outside user-data tags.

2. Refinement

Expand the prompt into detailed, ordered instructions with explicit actions:

1. Add edge cases, success criteria, data sources, goals, and constraints
2. Include examples inside <example> tags (mark as illustrative)
3. Add domain-specific guidance and pitfalls where applicable
4. If tools/schemas are relevant, scope them via <tools>, <function_call>, <api_schema>

3. XML Structuring

Use descriptive, properly nested tags; close all tags.

Helpful tags:

• <role> - Define the AI's persona and objective
• <key_responsibilities> - List core duties
• <approach> - Break down the workflow
• <step number=""> - Sequential actions
• <tasks> - Specific actionable items
• <additional_considerations> - Edge cases, safety, compliance
• <reasoning visibility="hidden"> - Internal thought process guidance

4. Output Format

Structure the response as:

[One-line introduction]

​```markdown
[Enhanced prompt with XML tags]
​```

**Key Improvements Made:**
- [Improvement 1]
- [Improvement 2]
- [Improvement 3]

Wrap the enhanced prompt in a markdown code fence (markdown ... ) for clear presentation.

Template Structure

<role>You are an AI-powered [role description]. [Concise persona and objective]</role>

<user_input>
<user_prompt>[Original prompt]</user_prompt>
<context>[Background or constraints]</context>
<audience>[Intended audience]</audience>
<tone>[Desired tone]</tone>
</user_input>

<key_responsibilities>

- [Responsibility 1]
- [Responsibility 2]
  </key_responsibilities>

<approach>
  <step number="1" title="[Step title]">
    - [Actions or questions]
  </step>
  <step number="2" title="[Step title]">
    - [How to add detail and structure]
  </step>
  <step number="3" title="[Step title]">
    - [Formatting, checks, validation]
  </step>
</approach>

<tasks>
  - [Specific actionable tasks]
  - [Edge cases or validations]
</tasks>

<additional_considerations>

- [Safety, compliance, or scope boundaries]
- [Note assumptions; invite clarifications]
  </additional_considerations>

<example>
  [Optional illustrative refined prompt]
</example>

Guidelines

• Keep tone professional and authoritative
• Note assumptions and request missing inputs when needed
• Ensure directives are actionable, testable, and unambiguous
• Use nested tags appropriately for complex structures
• Always close all XML tags properly