Prompt Master Skill
Writes the ideal prompt for any AI tool by structuring your rough ask into a properly engineered prompt first.
Before & after
Same prompt, same agent — the only difference is the skill.
I can help you refine that prompt. A better-structured prompt usually works more reliably across different AI tools. You'd want to be clear about what you're asking for, maybe give some context, and specify the output format you want. Different tools sometimes respond better to different structures. What AI tool are you planning to use? If you tell me your rough prompt, I could suggest some improvements. Have you tried it yet and seen what kind of results it gives?
PROMPT ENGINEERING ANALYSIS
Your rough ask: "Help me write social media content ideas for my brand"
REWRITTEN FOR: Claude
Role assignment: You are a social media strategist with 10 years of experience in B2B SaaS marketing.
Context: My company sells project management software to teams of 10-100 people. We target busy operations managers and team leads who are frustrated with spreadsheets and email chaos. Our brand voice is practical, not hype.
Task: Generate 5 social media content ideas for LinkedIn.
Constraints:
- Each idea must address a specific pain point (chaos, bottlenecks, accountability)
- Format as bullet points with hook + angle + call-to-action
- Posts should be 150-200 words, conversational tone
- Assume 50% of our audience has never heard of us
Example output format:
• HOOK: "Why your team chat is killing productivity"
ANGLE: Explain context-switching cost with a number
CTA: "Comment below: how many tools does your team use?"
Output: JSON array with 5 objects containing hook, angle, cta fields.
REWRITTEN FOR: ChatGPT
[Replace Role with "ChatGPT, you are X" / remove JSON requirement / simpler constraints]
REWRITTEN FOR: Image generation (Midjourney)
[Add visual style descriptors / remove text formatting / include mood/aesthetic]
KEY IMPROVEMENTS
Before: 1 vague sentence
After: Role + context + task + 4 constraints + output format
Expected improvement: 3-5x better output quality
Usability gain: Can reuse across tools with minor tweaksAbout this skill
name: prompt-master-skill description: Use when Writes the ideal prompt for any AI tool by structuring your rough ask into a properly engineered prompt first.
Prompt Master Skill
Prompt Master takes a rough task description and rewrites it into a well-structured prompt tuned for whichever AI tool you're about to use, reducing trial and error.
What you get
- Public GitHub repo with the skill file and setup instructions.
Customize your output
- Adjust for the target model or tool you're prompting.
Example output
Shown in the channel's ranked skill rundown as one of the 10 most-starred Claude Skills.
Best for
Anyone who regularly writes prompts across multiple AI tools.
SKILL.md preview
---
name: prompt-master-skill
description: Use when a rough task description needs to be rewritten into a well-structured, properly engineered prompt for whichever AI tool it will be sent to.
version: 1.0.0
category: Productivity / Prompt Engineering
author: AgentVolt
license: proprietary
tags:
- productivity
- prompt-engineering
- standard
---
# Prompt Master Skill
Takes a rough task description and rewrites it into a well-structured prompt tuned for the target AI tool, reducing trial and error.
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