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newtype-skills

A collection of AI prompt skills for analysis, writing, fact-checking, editing, and interviewing. These skills are methodology-driven prompts that can be used with any AI assistant (ChatGPT, Claude, Gemini, etc.).

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Created by huangyihe (黄益贺)

• YouTube: https://www.youtube.com/@huanyihe777
• Twitter: https://x.com/huangyihe
• Substack: https://newtype.pro/
• 知识星球: https://t.zsxq.com/19IaNz5wK

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Skills Overview

Skill	Description	Use Cases
Super Analyst	12 analysis frameworks + systematic research methodology	Strategic analysis, competitive research, investment decisions, root cause diagnosis
Super Writer	6 writing methodologies (W.R.I.T.E, AIDA, Storytelling, etc.)	Blog posts, marketing copy, brand stories, social media content
Super Fact-Checker	Systematic verification: claim extraction, source credibility, annotation	Content review, source validation, accuracy assurance
Super Editor	4-layer editing: structure → paragraph → sentence → word	Draft polishing, readability improvement, consistency
Super Interviewer	Dialogue techniques: open questions, 5 whys, Socratic method	Brainstorming, requirement gathering, deep exploration

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How to Use

Method 1: Direct Copy-Paste

1. Open the skill file (e.g., skills/super-analyst/SKILL.md)
2. Copy the entire content
3. Paste it at the beginning of your conversation with any AI assistant
4. The AI will follow the methodology when responding

Method 2: With OpenCode / Claude Code

If you're using OpenCode or Claude Code, you can load these as skills:

1. Clone this repo to ~/.claude/skills/ or .opencode/skill/:

   git clone https://github.com/newtype-01/huangyihe-skills.git ~/.claude/skills/huangyihe-skills

2. Use the /skill command to load:

   /skill super-analyst
   

Method 3: Custom GPT / Claude Project

You can also add these prompts to:

• ChatGPT Custom GPT instructions
• Claude Project system prompts
• Any AI tool that supports custom instructions

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Skills Detail

Super Analyst

Best for: Strategic decisions, competitive analysis, investment evaluation, problem diagnosis

Features:

• 3-tier complexity detection (simple → 1 framework → combined frameworks)
• 12 analysis frameworks with step-by-step guides:
  • SWOT, Porter's Five Forces, Cost-Benefit
  • First Principles, 5 Whys, Design Thinking
  • Systems Thinking, Scenario Planning, MECE
  • Pareto, Hypothesis-Driven, Socratic Method
• Research methodology: source hierarchy, credibility assessment, triangulation

Example prompts:

• "Analyze Tesla's competitive advantages using SWOT"
• "Should we enter the India market? Use appropriate frameworks"
• "What's the root cause of our declining conversion rate?"

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Super Writer

Best for: Content creation, copywriting, storytelling

Features:

• 6 writing methodologies:
  • W.R.I.T.E: Write → Research → Ideate → Target → Enhance
  • AIDA: Attention → Interest → Desire → Action
  • Storytelling: Setup → Conflict → Journey → Climax → Resolution
  • Content Writing Process: Planning → Research → Writing → Editing → Publishing
  • Content Creation Techniques: Hook-Story-Offer, Problem-Agitate-Solve, etc.
  • High-Value Content Strategies: Deep articles, original research, expert interviews
• Style extraction for mimicking reference content

Example prompts:

• "Write a blog post about AI productivity using the W.R.I.T.E method"
• "Create a sales email for our new product using AIDA"
• "Write a brand story for a startup founder"

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Super Fact-Checker

Best for: Content review, source validation, accuracy assurance

Features:

• Claim classification (verifiable vs non-verifiable)
• Priority matrix (impact × suspicion level)
• Source credibility hierarchy (6 levels)
• Verification methods for data, quotes, and events
• Annotation system: ✅ verified, ⚠️ partial, ❓ unverifiable, ❌ incorrect, 🔍 needs more

Example prompts:

• "Fact-check this article and annotate each claim"
• "Verify the data sources in this report"
• "Review this press release for accuracy"

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Super Editor

Best for: Draft polishing, readability improvement, consistency checks

Features:

• 4-layer editing methodology:
  1. Structure: Overall architecture, chapter order, logic flow
  2. Paragraph: Coherence, transitions, information density
  3. Sentence: Clarity, rhythm, ambiguity
  4. Word: Precision, consistency, redundancy
• Checklist and common problem diagnosis for each layer
• Edit report format with justification

Example prompts:

• "Edit this article focusing on structure and paragraph flow"
• "Polish this draft for clarity and conciseness"
• "Review this document for terminology consistency"

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Super Interviewer

Best for: Brainstorming, requirement gathering, deep exploration

Features:

• Question types: open/closed, clarifying, probing, challenging, summarizing
• 4-phase dialogue: ice-breaking → open exploration → deep digging → summary
• Socratic techniques: concept clarification, assumption questioning, consequence exploration
• 5 Whys methodology for root cause discovery
• Needs excavation: surface → deep → core motivation

Example prompts:

• "Help me think through this product idea using Socratic method"
• "Interview me to understand my real requirements"
• "Challenge my assumptions about this business plan"

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Language

All skills are written in Chinese (简体中文) as the primary language. The methodologies and frameworks are universal and work equally well regardless of whether you interact in Chinese or English.

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License

MIT License - Feel free to use, modify, and distribute.

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Contributing

Contributions are welcome! If you have improvements or new skills to add, please submit a pull request.