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This index lists complete English editions. Additional Chinese notes and bilingual updates remain available in the Chinese index.
The introduction reports 34,000 stars within half a year of Vibe-Trading becoming open source. Wu recalls moving from specialist quantitative tools toward a multi-perspective research workstation. Stars measure attention rather than completion, live performance or verified returns.
Beginner entry page for Will (Xiaohongshu UX job search blogger)'s "AI-Assisted Design" materials. Distills content exclusive to the Let's Start section: ① 6 must-read usage tips before viewing the materials (the product only serves portfolios/interviews, generate AI images in English first then switch to Chinese, download Prompts instead of opening them directly, which parts of the four modules to read, choose Claude between the two tools); ② 5 core capability pillars of the full material set (portfolio narrative / detailed content generation / Vibe Coding / AI capability system / Agent+Skill+MCP) + 3 ready-made combination recipes (end-to-end portfolio from 0 to 1 / quick experience validation); ③ The resume-tailoring skill that comes even earlier than PitchPro (one tailored resume per job posting). Bot usage mindsets, interview question banks, and creative project explanation prompts are all fully overlapping, and point to [[ai-tools-bot-interview]] without rewriting. Targeted at non-technical PMs, with emphasis on Why and onboarding routes.
Distilled from the Tools section of Will (a Xiaohongshu UX job search blogger). Three reusable assets: ① Transferable principles for writing portfolio copy/interview scripts with custom GPTs like PitchPro — how to feed context (screenshots + JD + goals), how to drill down into details layer by layer from the big framework, how to use a notepad to save content to avoid full rewrites, how to reverse-engineer data and solutions from UI screenshots, and the most taboo vague instructions; ② 60+ common UX/design interview questions grouped into 8 categories (opening/project background/value metrics/design approach/results/retrospective/cognitive methodology/management) + how to answer each category and the interviewer's real intent; ③ 10 sets of creative narrative prompts to tell projects as stories (documentary/user one-take/suspense/battle/dual-timeline/failure reversal/flashback, etc.). The interview questions complement the presentation templates/STAR method in google-ux-portfolio-career — that piece covers structure, while this one provides the question bank and scripts. Targeted at non-technical PMs, with emphasis on Why and reusable templates.
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".
A collection of 18 hands-on AI tool/Skill tutorials from a Xiaohongshu vibecoding creator. Covers: ① Claude Code Pixel Sprite Agent (virtual office visualized agent) ② Codex + Remotion for making follower surge animations ③ Vibe Marketing Skill for batch video production (FFmpeg concatenation, Skill calling local services) ④ Automated intelligence system (self-evolving scoring Auto-Belief referencing Kafka) ⑤ Getting IELTS 7.5 without paid classes using Claude Code Skill (IELTS Diagnose/Speaking/Writing/Reading Skill suite + Gemini Live + Notebook LM) ⑥ Obsidian skill for diagramming (Skill from Obsidian founder, draws H16Z long-form article logic diagrams in 10 seconds) ⑦ Advanced HTML PPT (3 techniques) ⑧ Google POMLY AI marketing tool ⑨ Reproducing LM with Karpathy's 243-line nanochat ⑩ Gemini+Antigravity dual-platform game
Complete SOP for 1-to-1 replication of AI outfit videos by Xiaohongshu vibecoding creators. Text-to-image reverse prompt engineering + image-to-image fusion (clothing × model) + motion transfer cropping + batch node generation + keyframing in editing. Paired with the Vibe Marketing skill for batch video production (see [[xhs-vibecoding-ai-tools]]). This wiki is a small aggregation of content for 4 types of video production (it is a standalone wiki because AI video replication is a very specific workflow with independent teaching value)
A collection of 23 AI webpage / 3D modeling / real-time typography works by Xiaohongshu vibecoding creators. Covers: ① Pretext, the viral open-source frontend typography library (by Cheng Lou, React animation author, 21 million views) ② SOP for cinematic AI-built webpages (Nano Banana + Higgsfield + Seedance + Google AI Studio + Landingbook) ③ Making premium-feeling Vibecoding pages (Page Flows + Godly godly.website + Mobbin) ④ Bringing pages to life (Unicorn Studio + React Bits reactbits.dev + Design Spells) ⑤ AI 3D modeling (Hitem3D 2.1 hi3d.AI / turn one image into a PBR 3D figurine in seconds) ⑥ Google Genie 3 world generation model ⑦ AI real-time generation of endless webpages (shared by Karpathy) ⑧ 5 ways to play with Gemini 3 3D particle animations + starry-sky particle gesture recognition ⑨ GPT Image 2 360° panoramic images ⑩ Minimax 2.7 Plus, a Vibecoding model accessible in mainland China
21 healing works by Xiaohongshu vibecoding creators. **Huahua Land series** (emotion diary + free placement + nighttime fireflies + New Year wishing meteors) + **Cyber Garden** (worker energy field + flower language diary) + **AI News Planted in the Cyber Garden** (antidote to information anxiety + cherry blossom new products/iris multimodal/dandelion academia/lily safety policy) + **Natural Planet series** (tracking of 2 million pollen grains + 21 soundscapes of dancing butterflies and chirping insects + bird song planet migration trajectories + undersea garden corals + flower language world + Earth flower language) + **Dreamcore Healing Puzzle** (one-click generation with Minimax Pro). **Use vibecoding to turn healing vibes and nature into an explorable world**
24 data visualization works by a Xiaohongshu vibecoding creator. **An independent developer's project matrix**: World Animation Map + World Mythology Map + Bringing British Museum Artifacts Home + 360° Panoramic Time-Travel History Game + Star Map of Ten Thousand Films + Beginner-Friendly K-Line Chart (Event-Driven AI Analysis) + Movies Take Me Traveling + Traveling with Poetry / Books / Movies / Music / Sci-Fi (portfolio of the creator of the MIT Road series). **Turning world knowledge into a knowledge graph with vibecoding**
A collection of 7 cross-disciplinary music and mathematics works by a Xiaohongshu vibecoding creator. **When Music Meets Mathematics series**: ① Euclidean rhythm (Godfried Toussaint 2004 paper / even distribution on 16-step sequencer / NI Circular plugin / Tidal Cycles + Strudle live coding) ② Whitney Music Box (48 semitones / 4 octaves / 72 divisions of microtonal tones / 21 modes / Prime Numbers Only) ③ Making music while typing (K kick / R rimshot / W woodblock / T tom / CDEFGAB) ④ Music version of Cursor (Strato live coding / Codex) ⑤ Creation with different rhythmic ratios ⑥ Exploration beyond twelve-tone equal temperament ⑦ SuperCollider open-source synthesizer
A collection of 10 aesthetic methodology and creator economy works from Xiaohongshu vibecoding creators. **Core thesis**: "The model is not the most important thing; aesthetics is." It covers ① Tuning vibecoding aesthetic value worth 100,000 (Xiaozhuang / Kimi 2.6 / 1:1 replication + three front-end terms Hero/Shader/Three.js + high-quality templates) ② Stanford University open course "Aesthetics is the Primary Productivity" (D3 tools + color extraction website + animation usage considerations) ③ Karpathy zero-basic interpretation (with supporting prompts) ④ The viral rise of Pretext = the future of universal creation (mother of two + building an app in 10 minutes) ⑤ Interview with the creator of Cilegeci (10,000 users as an independent developer, the 80→100 score life-or-death line) ⑥ buildinpublic music version of Cursor (Strato live coding)
A collection of 40 practical vibecoding works by Xiaohongshu creators. The most intuitive vibecoding reference for non-technical developers beyond Truman: desktop pets / N-day game development diaries / 30-day ARPG challenge / Cozy Cat Fit / Stranger Things / a full game made with Codex in one afternoon / ASCII style converter / 10,000-user interviews for Ci Le Ge Ci / music version of Cursor / terminal Tetris for waiting-mode thinking / gesture-controlled Snake / couple date projects / **Astro Kid's 400 million yuan financing = platformized realization of Vibe Gaming**. Covers the tool stack (Google AI Studio / Codex / Cursor / Gemini 2.5 / Lingguang / Figma) + three core mindsets (state requirements clearly / progress step by step / be a picky client) + the life-or-death line between 0-80 and 80-100 points + business route selection + user retention data + platform-side business models
Yitang 01 Entrepreneurship Required "Business Foresight" Module Sessions 3-4 + Outstanding Assignments + Consultation. Truman's "Industry Canvas: A Required Course for Forecasting Industry Opportunities" + Zhou Zijing's "Endgame Foresight: Reunderstanding Concentration". Covers 5-dimensional industry canvas (deconstructing industry chains / identifying changes / forecasting steady state / judging cycles / judging ceiling / judging concentration) + CRn concentration model + 4 types of market evolution (battle concluded / hundred flowers blooming / winner takes all / early stage) + 3 tiers: 60-point research, 75-point foresight, 85-point strategy + student cases (anime IP / youth career planning / children's hardware) + on-site consultation (new lujiu [Chinese alcoholic beverage infused with herbs/fruits] brand) + Candy (panoramic industry chain maps for 39 industries + N-method checklist for increasing conversion costs). Paired with existing [[yitang-opportunity-foresight]] (Cognitive Framework Chapter) + [[yitang-wanghuiwen-product-class]] (Wang Huiwen's 66-page Tsinghua course)
Complete notes for the 4-session practical course of the "Demand Analysis" module, a required entrepreneurship course from Yitang 01, plus a 1-page template. Lectured by Truman. The in-depth operating system for the first step "Demand" of Yitang's Five-Step Method: the four-character formula "Decompose-Deduce-Evaluate-Calculate" plus six proficiency levels. Covers ① Peel-and-decompose (Decompose) ② Scenario deduction (Deduce, JTBD framework) ③ Qualitative evaluation (Evaluate, beginner/intermediate/advanced) ④ Calculate the ceiling (Calculate, commercial space sizing). Supporting candy: 1-page template "From Task Insight to In-Depth Demand Deduction" (L1-L4 canvas, AI collaboration version)
Complete notes for Yitang 01 Entrepreneurship Required "Key Assumptions" module: 9 lessons + 13 docx files. Lectured by Truman. The most important methodology of Yitang: drive business with "key assumptions", and deconstruct the entire entrepreneurship process through the "Yitang Five-Step Method" (Demand / Solution / Business Model / Growth / Moat). Coverage: ① Business milestones (taken by 110,000 people, 7 versions of iteration) ② Key Assumptions Ω Model ③ 5 major advanced levels of the Five-Step Method (demand origin / solution / business model / growth / project moat) ④ Implementation section (V1 to V100 evolution path). Attached Candy materials: Duozhuayu launch review / Chen Xianmin product selection case / high-quality business model canvas / LeKe investigation / in-class expert Five-Step Method xlsx
Yitang's mandatory-for-all-staff "Flash of Inspiration" series. Taught by Truman, built on 3 years of personal deliberate practice + 1,058 co-created assignments totaling 1.39 million Chinese characters. Covers the Cognition Module (why + boundaries + models) + Exploration Camp 1 Case Module (Truman's 4 stages: valuing addition / valuing hypotheses / critical flashing / systematic output) + Exploration Camp 2 Tool Module + Truman's Flash of Inspiration Notes (offline training camp / introductory MBA camp / course creation / SOP upgrade practice) + 6 documents from Candy (Shuishui's book breakdown of *Flow* / Truman's deep work equipment list / leg-bouncing recommended playlist / on-site flashes to scale existing courses / tool module collection / AI flash of inspiration prompts)
Truman's 2023–2024 Yitang complete ROI scientific decision-making system. A 5-lesson series progressing from Cognition & Aesthetics (NPS 85% / 990,000 Chinese characters of assignments) → Breadth (the 4-character mnemonic of List, Deduce, Build, Check + 3 categories covering 9 types) → Depth (Type X vs Type Y + Case Parking Lot) → Altitude (long-term value / opportunity cost / time window) → Implementation Training (updated Fall 2024 with 13,000+ assignments). It is paired with 5 major Candy case collections: ROI Decision Case Collection (Liang Jing's self-built factory) + Experience Value Selected Assignment Collection (Zheng Ce's B2B sales / Wang Yiyi's Yonyou benchmarking / Guo Jinhuo's 30 years of real estate experience value) + Yitang Classmate Decision Collection (Yue Shijie's Hushuobao) + Excellent Case Collection (Gao Lijuan's beauty salon "Ten-Year Promise") + Fall 2024 Ma Benchmark Case (Chen Zhuojun's tens-of-millions investment decision on perfume pump heads).
Complete notes for Yitang's 01 Entrepreneurship Required Course: "Intelligence Research" (5 docx + 13 PDF financial reports + Zhang Lei's nursing home data) + "Lean Experimentation" (4 docx). Covers ① OSCAR research model (initiated by Truman in 2018, third round of AI-powered upgrade in 2026) ② Research hacker systematic + exploratory arsenal ③ Expert interview + user interview SOPs ④ 13 real Hong Kong stock IPO prospectuses (Xiaomi/Meituan/Kuaishou/Nayuki/Xiaopeng/Trip/Baidu/Bilibili/Pop Mart/NetEase/New Oriental/Autohome/Jiumaojiu) ⑤ Lean startup — the six "worst" wastes + 4 principles + stripping assumptions + MVP design + systematic testing. Taught by Truman and Zhang Lei
Complete notes for Yitang 01 Entrepreneurship Required Course: "Product Core" (3 docx files) + "Unit Model" (4 docx files + 1 xlsx file). Lectured by Truman. Covers Step 2 of the Five-Step Method: "Solution / Product Core" (L3 Stripping / L4 Evaluation / L5 Iteration / L6 Full Application) + Step 3: "Business Model / Unit Model" (L3 Selection / L4 Complete Construction / L5 Finding Accurate Baseline Values / L6 Economies of Scale). Covers the 4 key terms of product core (user / willing to choose / minimum / solution) + 3 principles (tool / layered / precision), the 6 proficiency levels of unit models, 15 classic blunders, the top ten unit models, and L6 Economies of Scale (the most complex diagram at Yitang in 2021). Includes candy: Unit Model Calculation Excel Template
Truman teaches Compulsory for All: Time Management Compulsory Course. It is the first fundamental skill in Yitang's "Management Fundamentals" map. The project was initiated in 2022 and halted several times before maturing through Truman's own two years of practice. It covers 4 parts (Understanding Time Management / Building Concepts / Professional Improvement / Reunderstanding) + 3 leaps in time management + over 170,000 words of co-created assignments collected. It is accompanied by Candy: Brave Assumption List Version 1.0, which covers more than 30 assumption techniques across 3 major categories: by task, by time, and by matching.