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newtype-skills

A collection of AI prompt skills for analysis, writing, fact-checking, editing, interviewing, workflow orchestration, and Obsidian knowledge-base operations. 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

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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/newtype-skills.git ~/.claude/skills/newtype-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)
• Conclusion-first execution rules and clear separation between facts, inferences, and opinions
• 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:

• Minimal clarification rules: ask only when missing information blocks a good result
• 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
• Corrected wording for problematic claims

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:

• Delivery modes: edited draft, issue list, edit report, or style rewrite depending on the request
• 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:

• First response protocol: mirror the unclear idea, then ask one key question
• 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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Super Workflow

Best for: End-to-end content production, multi-step writing tasks, quality-gated publishing

Features:

• Standards-first hard gate before drafting
• Complexity scaling for micro, small, medium/large, and high-risk content tasks
• 8-step pipeline: standards → ideation → outline → drafting → review → diagnosis → final verification → delivery
• Anti-rationalization checks to prevent skipping quality gates
• Writer/editor handoff rules with stage-by-stage validation

Example prompts:

• “Help me produce a newsletter from scratch with explicit quality gates”
• “Define acceptance criteria before drafting this industry report”
• “Run a full workflow for this long-form article”

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Super Workbench

Best for: Choosing the right skill, resuming previous work, producing task reports, and coordinating multi-skill handoffs

Features:

• Real-time skill catalog lookup before choosing a skill
• Routing rules that prefer project/user-installed skills over generic built-ins
• Task checkpoint restore and report generation
• Clear boundaries: it chooses and coordinates skills, but does not replace the specialist skill

Example prompts:

• “Which skill should I use for this task?”
• “Continue from where we left off”
• “Summarize progress into a report”

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Super Obsidian

Best for: Searching, reading, creating, and managing notes in an Obsidian vault

Features:

• CLI-first rule: use obsidian search instead of grep/rg for vault search
• Command reference for search, read, create, append, daily notes, properties, and workspace operations
• Typical workflows for summarizing notes, updating daily logs, and exploring backlinks
• Clear fallback rules for when direct filesystem access is acceptable

Example prompts:

• “Search my Obsidian vault for notes about project planning”
• “Append today’s meeting summary to my daily note”
• “Find orphan notes and help me organize them”

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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.