KNOWLEDGE NOTES

Knowledge Notes

Explore curated knowledge, course notes and methods, with their existing content and sources preserved.

This index lists complete English editions. Additional Chinese notes and bilingual updates remain available in the Chinese index.

350knowledge notes
AI Engineering / AI Products and Assisted Design

Installing and Using Skills on Claude.ai (Step-by-Step Guide + When to Use Them)

How to install and enable a Skill on the Claude.ai web app (simply upload the .md file), and what it means for PMs: A Skill is a preloaded "expert instruction manual" built into Claude. When you submit a task, the system automatically inserts the corresponding expert workflow into the context, so Claude works according to validated best practices instead of guessing. Division of content with newtype-skills-collection: that article covers Skill engineering (how to build a good Skill), while this article only covers the two-step install/enable process from the Claude.ai end-user perspective, plus when to use Skills and common pitfalls.

Claude SkillsTool usageWorkflowsEnglish edition
AI Engineering / Newtype

newtype Prompt Template Library (4 Production-Grade Prompts + 1 CLAUDE.md Sample)

4 high-quality Prompt templates + 1 CLAUDE.md sample curated by newtype (Huang Yihe). YouTube Podcast Deep Comprehension for Gemini v2 (5-step method: chapter extraction → retelling → bilingual → topic background → learning assistance) / Social Media Deconstruction (5 frameworks: Core Insight / Structure / Psychology / Virality / Takeaways) / Creative Divergence Mode (4 lenses: Gap Analysis / Reframing / Cross-Domain / Breakthrough) / Weekly Synthesis Report (Markdown folder analysis → cross-document synthesis) / CLAUDE.md MCP configuration sample (Tavily + Sequential Thinking + Prompt House + Super Analyst Pro). This is a supplement to the "mature prompt library" of [[newtype-prompt-engineering]]

PromptsWorkflowsContent AnalysisEnglish edition
AI Engineering / Newtype

newtype Skill System in Practice (Super Analyst v1/v2 + Super Writer)

A complete breakdown of 3 representative works in newtype's Skill system. Super Analyst v1 (intelligent selector for 12 analysis frameworks + integration with prompt-house-local MCP) / Super Analyst Pro 2.0 (7-Stage Workflow + dual Sequential Thinking + Bilingual Web Search + 3-level complexity adaptation) / Super Writer (Material Collection + 7 Style Analysis methods + 6 Writing Methodologies + triple Sequential Thinking). Each Skill is an engineering paradigm of "Sequential Thinking + MCP + framework library". It is the practical proof of the judgment "Skill-ification is the end state" in [[newtype-mcp]]

Agent SkillsMCPWorkflowsEnglish edition
Product Design & UX / AI Products and Assisted Design

Will's AI-Assisted UX Workflow Overview (Full A-Discover→F-Deliver Phase Skeleton + Navigation for 12 Sister Wiki Pages)

An "AI-empowered UX workflow path" that strings the full process from "problem discovery to delivery and presentation" into a reusable thinking framework. The main thread runs A-Discover & Research → B-Define & Insight → C-Ideate → D-Experience Design → (E-Validate) → F-Deliver; for each phase, it first lays out "what to do" and then matches it with "how to do it with AI". This article is the entry/table of contents page for the will-ai-note series: it explains the core mindset of the full workflow (why phases are divided this way, what role AI plays in each phase), and provides navigation to each phase's wiki + tool-focused wiki pages, as well as its relationship to the google-ux craft series on "how to do UX" — this series is about "doing UX with AI".

AI-Assisted UXDesign processWorkflowsEnglish edition