When to open: You want to do content distribution for AI self-media / content matrix / independent products, and you want to know Different authors have completely different target positionings—— domestic ordinary person monetization / overseas going-global matrix / non-technical independent products / democratized aesthetic creation / agency team-based comic drama —— the tool stack, rhythm, and monetization model for each path are all different. This wiki does not smooth over these divergences; it explicitly marks them.
One-sentence core:"AI scriptwriting + human planning/on-camera presence" is the only consensus among 5 authors; all other dimensions (platform selection / matrix scale / whether to remove AI flavor / domestic or overseas) differ from person to person, first determine which category you belong to, then choose the SOP.
0. "Target Positioning" from 7 Perspectives
| Perspective | Source | Target users | Core model | One-sentence positioning |
|---|---|---|---|---|
| Ordinary domestic people who do not use scientific internet access | dontbesilent AI self-media course / 13-lesson systematic methodology(Lao D) | No coding skills + domestic | 13-lesson complete learning path + DeepSeek/Monica/Openrouter | "Able to compete in the domestic market + 2 million views on Douyin" |
| Overseas going-global matrix operation | Wang Kai Going-Global Promotion SOP and Overseas Multi-Account Matrix Practice / Wang Kai 6-platform overseas operation SOP(Wang Kai) | Overseas entrepreneurs / independent developers | 6-platform SOP + multi-Agent matrix + going-global infrastructure | "The domestic market is too competitive; overseas is the high ground we must take" |
| Non-technical global merchant | newtype · Vibe Coding Independent Product Practice(Huang Yihe) | 1 person + non-technical + starting with small capital | Web + Mac App + Stripe + North America | "Turn technical problems into business problems / use your strengths as the framework" |
| Democratized aesthetic creation | Xiaohongshu / Vibecoding Aesthetics + Creator Economy Collection / Xiaohongshu / AI Tools + Skill Tutorial Collection(Xiaohongshu vibecoding) | Individual creators / people who want to express themselves | Kimi 2.6 / Pretext / Stanford aesthetics course | "Models are not important; aesthetics are the primary productive force" |
| Agency team-based comic drama | Yu Zijiang AI Comic Drama Production Course / Lesson 1 Live Teaching Complete Methodology(Yu Zijiang Agency) | Creators who join agencies / work in team systems | 5-step AI comic drama process + 5x revenue share on Hongguo Theater | "Essentially you are the director; AI is just an assistant" |
| Reverse-engineering platform algorithm source code | Reverse-engineering creator strategies from X recommendation algorithm source code (Lao Zhang)(Lao Zhang of AI Learning) | Image-text bloggers who want to understand "why traffic doesn't take off" | 6-component framework of X recommendation system + 7-item creator checklist | "Algorithms are not mysterious; what is mysterious is that no one examines their own content from the perspective of the recommendation system" |
| Build in public + Inbound school | zara Zhang Zala / Content Creation SOP (verified with 260,000 Xiaohongshu followers + 50,000 Twitter followers)(zara Zhang Zala) | Office workers who create content in their spare time / introverts / humanities majors | 260,000 on Xiaohongshu + 50,000 on Twitter / Learn in public / surface area × probability | "Creating content is the most effective way to scale your network, amateur interest,0 ads / ≤30 min per piece" |
Key observation:Lao D teaches you to be a domestic self-media ordinary creator; Wang Kai teaches you to be an overseas entrepreneur; Lao Huang teaches you to be a global independent merchant; Xiaohongshu teaches you to be a creator; Yu Zijiang teaches you to join an agency; Lao Zhang teaches you to diagnose "why the algorithm doesn't like you"; zara teaches you to "use content Inbound to accumulate surface area, and job opportunities will naturally come to you". The first 5 items are about "what actions to take", Lao Zhang is about "why actions are rewarded by the algorithm", and zara is about "creating content why it is not for money" — the 7 perspectives each answer different questions about self-media.
1. Cross-Author Consensus (4 items)
1.1 "AI scriptwriting + human planning/on-camera presence/editing" is the only full consensus
| Author | Statement |
|---|---|
| Lao D | "Self-media talking-head videos:Let AI write the script, and the person themselves appears on camera + edits + adds subtitles" |
| Wang Kai | "Claude only does translation, not polishing" / "Overseas content 70-point fast generation relies on AI framework + human check" |
| Lao Huang | "AI tools are not yet strong enough for end-to-end SOTA,v0 generates UI / Claude generates architecture / Cursor implements, each handles one segment" |
| Xiaohongshu vibecoding | "Models are not the most important,aesthetics are" — tools rely on AI / aesthetics must be done by humans |
| Yu Zijiang | "Essentially you are the director, AI is just an assistant" — storyboards must be written by humans, AI is responsible for generating images and videos |
Variant statement:Never hand over "end-to-end" to AI. Even if you can't write code / can't make videos,depth of thinking and aesthetic control must be human.
1.2 Content matrixization is the new paradigm (per-piece cost approaches 0 → use production capacity to trade for probability)
| Author | Matrix scale | Implementation method |
|---|---|---|
| Wang Kai | 50 channels operated simultaneously / 500 Shorts per day | 10 computers × 5 browsers × 1 Google + 1 channel × Claude 200 USD / 5 themes × 5 languages × 2 styles = 50 channels |
| Lao D | Digital avatars cover 30 languages / per-video output doubled | HeyGen one-click translation (Japanese / French / Korean / Spanish / Russian, etc.) / wan2.2 animate face swap / ElevenLabs Voice Changer |
| Xiaohongshu vibecoding | Vibe Marketing Skill batch produces videos | Claude Code Skill + FFmpeg local splicing / batch produce only when one type of video formula is very clear |
| Lao Huang | newtype.pro + Substack 200 subscriptions + YouTube + Pro User multiple tools | Not matrixized but cross-platform distributed —— cultivate deeply on each platform |
| Yu Zijiang | Single comic drama 100 minutes × 1 person-month cycle | Agency team system / Hongguo Theater 5x revenue share / no personal account building (cycle too long) |
Consensus = push per-piece cost close to 0, then use production capacity to trade for probability;Divergence = matrix scale differs by 50 times(see §2.2).
1.3 Prompt / Skill-ization is the core mechanism for cost reduction
- Lao D §L13:"Skill = cross-platform reusable prompt engineering product / Git version management + frontmatter trigger conditions"
- Xiaohongshu §3:"Advantage of Vibe Marketing Skill over N8N = calling local services + file splicing"
- Wang Kai:"6000-word translation prompt template" / "PUA Claude to give feedback again and again until it reaches 6000+ words"
- Lao Huang:Super Analyst Skill / Super Analyst Pro 2.0 packages 12 frameworks + Sequential Thinking into a Skill bundle
Consensus conclusion:Do not use scattered prompts,use a Skill-based structure from the start (SKILL.md + references/ + scripts/) —— Skill is a reusable prompt engineering product. See Claude Skill Engineering (Cross-Author Thematic Synthesis).
1.4 Recommendation traffic > SEO traffic (cold start for innovative products)
Wang Kai Wang Kai Going-Global Promotion SOP and Overseas Multi-Account Matrix Practice §1 + §7:New products spend 90% of energy on recommendation traffic, do not do SEO.
| Type | Traffic strategy | Difficulty |
|---|---|---|
| Innovative product | Must first do recommendation traffic to educate users | Hard |
| Known category | Direct SEO competition + paid traffic | Medium |
Why:Search is a lagging indicator; users don't know about the thing you are making.First use TikTok / Reddit / KOL to educate the market; SEO is a defensive strategy.
Lao D domestic version:Douyin is the first choice for recommendation traffic, Xiaohongshu is a mix of seeding + recommendation. Lao Huang independent product version:newtype.pro monthly Newsletter + Substack subscription economy(no recommendation traffic, completely relies on SEO + old fans).
2. Explicit Divergences (4 items — not smoothed over)
2.1 Divergence 1: Domestic vs overseas, which is the main battlefield?
| Perspective | Position | Key arguments |
|---|---|---|
| Lao D(dontbesilent AI self-media course / 13-lesson systematic methodology) | Domestic main battlefield | "All SOPs work even without scientific internet access" (using DeepSeek + Monica + Openrouter / 2 million Douyin views / one-click publishing to Xiaohongshu) |
| Wang Kai(Wang Kai Going-Global Promotion SOP and Overseas Multi-Account Matrix Practice §1) | Must go overseas | "The domestic market is too competitive; overseas is the high ground we must take / after overseas PMF subscription rate is 3-5 times higher / single-user ARPU is 2-3 times higher / but startup cost is 5 times higher" |
| Lao Huang(newtype · Vibe Coding Independent Product Practice) | Overseas independent products | North American user base / Stripe / tax compliance / global merchant route |
| Yu Zijiang | Domestic Hongguo Theater | 5x revenue share model launched 2026-12 / 100 minutes / 1-month cycle |
Real divergences are not smoothed over:These 4 positions are not about "which is right", but about "who you are positioned as":
- Domestic ordinary person + want fast monetization → Lao D route
- Want to build startup products + long-term PMF + high ARPU → Wang Kai overseas route
- 1 person non-technical + starting with small global capital → Lao Huang independent product route
- Join an agency + share risks → Yu Zijiang comic drama route
2.2 Divergence 2: Single-platform deep cultivation vs multi-platform matrix?
| Perspective | Position | Quantity |
|---|---|---|
| Wang Kai(Matrix-ist) | Multi-Agent multi-browser multi-account | 5+ browsers / 50 channels / 1 set of independent Google + 1 channel |
| Lao D | Single-platform deep cultivation (deeply cultivate 1 account each on Douyin / Xiaohongshu) | 1-2 core platforms |
| Lao Huang | Cross-platform distribution but deep cultivation on each platform | newtype.pro + YouTube + Substack + X = 4-5 platforms ★ |
| Xiaohongshu vibecoding | Primarily personal single platform | 1 core (Xiaohongshu) + extensions (Douyin / Bilibili) |
Real divergence: Wang Kai makes a probability bet of "production capacity × probability" (out of 50 channels, 1-2 will always go viral); others make a trust bet of "account assets × compound interest" (1 year of accumulation on one account = irreplicable asset).
Judgment criteria:
- Can you monitor feedback from 50 channels 24 hours a day? If yes → Wang Kai model
- Do you want to build long-term content assets + trust accumulation? Then 1-2 core accounts + AI cost reduction
- Overseas startup + cannot afford paid traffic burn → Wang Kai 50-channel probability bet (per-piece cost < $1)
2.3 Divergence 3: Should the "AI flavor" in AI writing be eliminated or retained?
| Perspective | Position | Core quote |
|---|---|---|
| Wang Kai(Wang Kai 6-platform overseas operation SOP §2) | AI flavor must be eliminated | "Claude only translates, does not polish. Reddit users are very good at identifying AI content,they called me out for sounding AI several times. Require short length, no extrapolation, colloquial tone, contractions (gonna/wanna), no em dashes / Furthermore / In conclusion" |
| Lao D(dontbesilent AI Self-Media Course / 13 lessons of systematic methodology §L04) | Keep the AI flavor + keep your personal style | "Don't pursue eliminating the AI flavor — make the script sound like you, so people feel it's you the moment they hear the voice" |
Genuine disagreement + applied judgment:
- Overseas community platforms such as Reddit / HN / Twitter → Wang Kai's position (platforms are highly alert to AI content, posts will be downvoted into obscurity)
- Domestic Douyin / Xiaohongshu / Bilibili personal IP → Lao D's position (what users buy is your personal style)
- Different platforms, different playbooks —— You absolutely must not post the same script on two platforms
2.4 Disagreement 4: Account warming rhythm
| Platform | Wang Kai SOP rhythm | Risk points |
|---|---|---|
| 8-week cold start / 1:9 golden ratio (1 product post + 9 pure engagement posts) | shadowban / multiple accounts on the same IP / emoji + capital letter combinations | |
| HackerNews | 8-week account warming / new accounts only comment to accumulate karma | New accounts cannot post Show HN / voting from the same IP is guaranteed death |
| Twitter / X | 90-day real-person account / matrix accounts face stricter anti-cheat | Same IP is guaranteed death / frequent posting pushes you into the sandbox / cross-account interaction detects coordination |
| YouTube | 90-day single-channel cold start / 50-channel matrix with independent fingerprint for each channel | Matrix anti-cheat relies on browser fingerprints + residential proxies + US phone numbers |
| Domestic Douyin / Xiaohongshu(Lao D) | rap.dev one-click publishing / Don't ask again | Domestic anti-cheat is more lenient (Lao D did not emphasize account warming) |
Genuine disagreement:Overseas platform account warming = credit accumulation (8–12 weeks), there are no shortcuts;Domestic platforms have a faster rhythm but a higher content quality threshold.
3. Lao D's complete domestic-adapted tool stack (exclusive)
dontbesilent AI Self-Media Course / 13 lessons of systematic methodology The most complete "no scientific internet access needed in China" tool stack from the 13 lessons:
3.1 Domestic models / wrapper stack
| Tool | Use case | Notes |
|---|---|---|
| DeepSeek R1 + V3 | Driving agents / international first tier | Usable in China |
| Monica wrapper | All overseas models (GPT/Claude/Gemini) | Annual fee ¥1000 |
| Openrouter | US-dollar multi-model API | Starting at ¥40 |
| Tencent Yuanqi | Domestic agent platform | Use without login by scanning QR code / model can be switched to R1 |
| ima knowledge base | Domestic RAG platform | Built-in RAG + personal AI avatar |
| Doubao | Chinese text-to-image / reverse prompt engineering | Top choice in China |
3.2 Content production chain (13-lesson SOP integration)
0. 元提示词 → 系统提示词 → 智能体 → 用户提示词(L00 心法)
1. 模型选用 → DeepSeek + Monica + 元气 (L01)
2. 文字仿写 → Markdown 结构化提示词 + 反向提问 + 迭代修订 (L02)
3. RAG / 知识库 → ima知识库 / 元气(本质是提示词被加强) (L03)
4. AI 口播稿 → AI 写稿 + 真人出镜 + 保留个人风格 (L04)
5-7. AI 视频 / N8N / 多模型对比 → 即梦 + Vidu + OpenRouter Playground (L05-L07)
8. Claude Code 零代码 Agent → Openrouter Key 接入 / Don't ask again (L08)
9. LobeChat 高级 → Artifacts 白板 + 对话分支 + 模仿博主 (L09)
10. HeyGen 数字人 → 豆包白底图 + wan2.2 animate + ElevenLabs + 剪映 + HeyGen 翻译 (L10)
11. 一键发布小红书 → rap.dev + Playwright + Claude 4.5 + 小红书 MCP (L11)
12. AI 解读商业案例 → 多维度提示词 + 自己做总编辑 (L12)
13. Claude Skill 工程化 → SKILL.md + references/ + Git 版本管理 (L13)
3.3 Practical case: HeyGen digital human 5-tool combination
1. 豆包生图(白底图 ★ 关键)
2. 真人录视频(你自己拍)
3. 阿里通义万相 wan2.2 animate(角色替换 - 视频换脸)
4. ElevenLabs Voice Changer(音色替换 + 29 国语言)
5. 剪映合成(音频替换 + 响度统一 + 字幕)
6. (可选)HeyGen 翻译视频(一键 30 国语言)
Lao D's real test: the video posted on Douyin yesterday is approaching 2 million views; after the digital human covered 30 languages single-video traffic doubled.
4. Essentials of Wang Kai's overseas 6-platform SOP (exclusive)
Wang Kai 6-platform overseas operation SOP Core rhythm of the 6-platform SOP:
4.1 Universal ironclad AI writing rules (7-item self-check list)
Go through this before posting:
- Average sentence length < 12 words?
- No em dashes (—)?
- No "In conclusion / Furthermore / Additionally / It's worth noting"?
- No perfect grammar? (moderate colloquial errors actually sound more like a real person)
- First person used more than 3 times?
- Paragraphs < 4 lines?
- Overall reads like a Slack message, not an academic paper?
4.2 6-platform rhythm quick reference
| Platform | Cold start period | Core strategy | Red lines |
|---|---|---|---|
| 8 weeks | niche subreddits / 1:9 golden ratio / 4 types of plays (research/material/product idea debate/public sentiment) | Multiple accounts on the same IP / posting the same link across multiple subs within 24h / emoji + capital letter combinations | |
| HackerNews | 8 weeks of account warming | New accounts only comment / can only Show HN after 8 weeks / 4 high-upvote paradigms | Asking friends to vote / frequently refreshing your own post / Re-Showing the same product in the short term |
| Twitter / X | 90-day real-person account | 50% project progress / 30% industry observations / 20% personal life / reply to 50–200 reposts that haven't gone viral | Same IP is guaranteed death / 7-day shadow review after registration / cross-account interaction coordination detection |
| YouTube Shorts | 90 days per single channel | 5 topics × 5 languages × 2 styles = 50-channel matrix / the first 3 seconds decide everything | Channel consistency / completion rate / matrix anti-cheat relies on fingerprints |
| ProductHunt | 12-hour anti-chart-rush | One-time promotion / real user operation | Domestic vote solicitation does not count |
| Dev.to | cross-post matrix | Long-form articles + SEO friendly | Coordinate with Medium / Substack |
4.3 Going-overseas infrastructure checklist
graph TD
A[出海基础设施] --> B[支付]
A --> C[账号]
A --> D[流量]
A --> E[审核]
B --> B1[Stripe / Lemon Squeezy / Gumroad]
B --> B2[Wise / Payoneer / PayPal]
B --> B3[Apple / Google Play 海外账号]
C --> C1[英国卡 45 元 + 10 欧元激活]
C --> C2[Google / Apple / Claude 海外账号]
C --> C3[AgentMail Agent 专用邮箱]
D --> D1[Reddit / Twitter / YouTube]
D --> D2[HackerNews / Product Hunt]
D --> D3[Dev.to / Medium / Substack]
E --> E1[Google OAuth 安全审核]
E --> E2[Apple Developer 审核]
E --> E3[Stripe Atlas 公司]
4.4 Hard requirements for multi-account matrix
- US phone number: Taobao / Smspool, one independent SIM per account
- Residential proxy: Bright Data / Soax, do not use datacenter IPs
- Browser fingerprint:Multilogin / GoLogin / AdsPower
- Real browser activity: pure lurking for 7 days after registration
5. Lao Huang's independent product Unit Economics (exclusive)
newtype · Vibe Coding independent product practice §1 Three mental models for non-technical indie developers:
| Mindset | Content |
|---|---|
| Assess your ability and resources | One person + non-technical + spending a little money → do not touch large/complex projects |
| Approach from a business angle | Can you turn technical problems into business problems/arithmetic problems? Wholesale APIs then resell them retail |
| Start from your strengths | If marketing, operations, and product are your strengths, use those as the backbone to architect the entire project |
Why this is the moat for non-technical indie developers:
- Customers don't pay for beautiful code; they pay for "hitting the need precisely + reasonable price + smooth experience"
- The limitations of non-technical people actually force the discipline of "figuring out the business first, then using AI to write code"
Lao Huang did 4 full-stack things for the web version of Prompt House(Cursor wrote code the rest of the time):
- Register accounts on various platforms
- Configure Google OAuth
- Configure Supabase database
- Configure Stripe (API Key, Webhook Key)
6. Yuzijiang AI comic drama 5-step workflow (exclusive)
Yuzijiang AI Comic Drama Production Course / complete methodology from Section 1 live teaching —— Agency small-team model + Hongguo Theater revenue-sharing path:
小说 / 文章
↓ 1. AI 生成 → 动态漫剧本(标准格式)
↓ 2. AI 转换 → 分镜表(9 列)+ 资产库提炼
↓ 3. 即梦生图(三视图)→ 角色 / 场景 / 物品资产库
↓ 4. 即梦融图 + 文生图 → 分镜图(单帧)
↓ 5. 即梦/Vidu 图生视频(可加首尾帧)→ 分镜视频
↓ 6. 剪映拼接 → 成片
Core mental models:
- Visuals first —— "Don't write one segment then look at it; first carefully list and write out all the storyboards completely, then generate images with that visual sense in mind"
- AI is an asset library —— The more detailed the description, the fewer choices you leave to AI, and the higher the hit rate of your draws
- Director's mindset —— "Comic dramas are essentially stitched together from different storyboards; as a drama maker you are essentially the director, AI is only an assistant"
6 major camera movements: push in / pull out / pan / track / follow / orbit + subjective perspective.
Monetization path:
- In 2026 Hongguo Theater will heavily promote AI comic dramas
- Launching in 2026-12 5x revenue-sharing model
- Full episode ~100 minutes / solo creator ~1 month
- Not recommended for individuals to start accounts,Join an agency small-team system
6.5 zara Zhang Zala Build in public + Inbound path (exclusive)
Details zara Zhang Zala / Content creation SOP (validated by 260k Xiaohongshu followers + 50k Twitter followers). The biggest difference between zara's perspective and the previous 6 schools:Self-media is not a job, it's an interest; no fees charged, content is an Inbound engine.
6.5.1 Numbers to back it up
| Dimension | zara's data |
|---|---|
| Xiaohongshu | 260k+ followers |
| 50k+ followers(grew from 0 in 2025) | |
| 14k | |
| Internal company blog | 150 posts / read by 24,000 colleagues |
| Rhythm | 300+ posts in 600 days / 1 post every 2 days / persisted for 4 years |
Anti-consensus intensity: she has never taken a single ad / never earned a single cent, but has gained 6 more valuable returns (details in §6.5.4).
6.5.2 Lower the output threshold to ≤30 minutes (7 downgrades)
| Dimension | Common approach | zara's approach |
|---|---|---|
| Time budget | 1–3 hours | ≤30 minutes, posted on the go |
| Scriptwriting | Write a script | Never writes a script, speaks off the cuff |
| Recording environment | Makeup + lighting + recording studio | No makeup / no lighting / recorded on phone |
| Video editing | Polished editing in PR / FCPX | Jianying AI subtitle editing, done in 10 minutes |
| Background music / transitions / sound effects | Add all of them | Add none of them |
| Cover image | Exquisitely designed | Casual screenshot, no retouching |
| Topic selection | Research hot topics / ride viral posts | Jot down thoughts from daily study and life in notes |
Core mental model: treat content as entertainment (a substitute for scrolling short videos), not as work.
6.5.3 Inbound > Outbound (suited for introverts)
| Outbound (traditional) | Inbound(zara) |
|---|---|
| LinkedIn / cold outreach emails asking them to promote you | Write work / publish publicly |
| Go to networking events to force awkward conversations | Host your own events(ask each person to bring 1 friend) |
| Most people don't reply | People who read your content and agree with your views reach out to you proactively |
| Mostly ineffective socializing | Self-filtered, high quality |
Real incident: zara wrote 2 English blog posts and posted them on LinkedIn → got 100+ connection requests overnight."100 times more efficient than forcing awkward chats at networking events".
6.5.4 The 6 returns from content that are more valuable than money (exclusive)
zara has run 4 years of content with 0 ads, but it has brought:
- Job opportunities(every job came from bosses who saw her content and reached out)
- Connections(founders / VCs / PMs reaching out inbound to meet)
- Friends(people who agree with her views → real friends)
- Knowledge(turning unfamiliar experts into advisors)
- Users(early seed users for products / feedback)
- Candidates(hiring = attracting people who have seen the content and agree with the views)
"If you think making content is only for money, you are thinking too small about it."
6.5.5 Luck = surface area × probability (exclusive formula)
运气 = 你的曝光面 × 单次事件命中率
3 ways to expand surface area:Create publicly / expand your circle / Show up. Details zara Zhang Zala / North America career development SOP (liberal arts graduate → VC → ByteDance → AI indie developer) §1.
6.5.6 Dual feedback loop of Build in public + Build to learn
做产品(Build) → 写帖子分享(Public) → 26 万粉看到 → 数据飞轮(16k+ star)
↑ ↓
└──── 粉丝当种子用户 + 反馈 + 招人 ←──── 内容反向 inform idea
Details zara Zhang Zala / Skill & indie product portfolio (strategy retrospective) §1.2 / zara Zhang Zala / PM & VC career trajectory + docent at the Computer History Museum §7 Intersection of Builder + Influencer.
6.5.7 Differentiation from the other 6 schools
| Dimension | Lao D / Wang Kai / Lao Huang / xhs / Yuzijiang / Lao Zhang | zara's 7th perspective |
|---|---|---|
| Goal | Monetization / matrix / algorithm | Inbound job opportunities + friends + users |
| Investment | Heavy (full-time / majority of time) | Light (amateur / ≤30min) |
| AI proportion | AI-written scripts / AI videos | Almost never uses AI to write(speaks off the cuff + posts on the go) |
| Business | Ads / in-app purchases / revenue sharing | 0 ads 0 charges |
| Style | Matrixized / standardized | opinionated / unplanned / mood-driven |
7. Xiaohongshu vibecoding aesthetic philosophy (exclusive)
Xiaohongshu / Vibecoding aesthetics + creator economy collection —— "Models don't matter, aesthetics are the primary productive force":
7.1 Stanford aesthetics course 5 units
| Unit | Content |
|---|---|
| Fundamentals | Give the courseware PPT directly to the large model → the large model generates visual designs based on the foundational framework |
| D3 tools | Web-based interactive data visualization |
| Color design | Color extraction websites → select color palettes → give to the large model |
| Animation usage | Consider carefully(improper use may confuse readers more) |
| Data visualization | Network data / relationship graphs / NLP / text-based |
7.2 3 Tricks to Refine Vibecoding Aesthetics (Xiaozhuang + Kimi 2.6)
| Trick | What to do |
|---|---|
| 1-1 Precise replication | Screen recording → feed to Kimi 2.6 → "Please replicate the visual website UI design style in the attached video" |
| Learn 3 front-end terms | Place video in the Hero section(immersion)/ Shader animation effects(dynamic upgrade)/ Three.js / 3D json(three-dimensionality) |
| Make good use of high-quality templates | Kimi 2.6 template asset replacement + patient fine-tuning |
7.3 The Democratized Creation "Pretext Phenomenon"
- Works at an AI company + mother of two → homepage flooded by Pretext → 21 million+ views
- Using PreteX + AI StarChild → 2-minute Demo APP / 10-minute storytelling visualization
"The benefit AI brings to ordinary people is that it democratizes the act of creation, which can bring money and opportunities,and can also let everyone find something that defines their own position. "
8. Cross-Author Tool Stack Comparison Table
| Task | Lao D (Domestic China) | Wang Kai (Overseas) | Lao Huang (Independent Products) | Xiaohongshu (Aesthetics) | Yuzijiang (Comic Drama) |
|---|---|---|---|---|---|
| Writing/Translation | DeepSeek + Markdown structuring | Claude translation only without polishing + 7 self-check items | Cursor + Claude | Kimi 2.6 + replication prompts | Doubao / DeepSeek / Gemini scriptwriting |
| Image generation | Doubao (domestic white-background images) | Ideogram (logo) + Napkin AI (illustrations) | v0.dev(UI) | Kimi 2.6 + Pretext | Jimeng three-view drawings |
| Video generation | Jimeng / Vidu / wan2.2 animate | Jimeng CLI + Remotion AI Skill | Not a strong requirement | Jimeng / Strudle music version | Jimeng / Vidu + first and last frames |
| Voiceover | ElevenLabs 29 languages | ElevenLabs(YouTube Shorts) | Not a strong requirement | — | Not a strong requirement (comic dramas mostly use subtitles) |
| Digital human | HeyGen + wan2.2 animate | — | — | — | — |
| Translation | HeyGen one-click for 30 languages | Claude colloquial translation | Native English | — | — |
| Automated publishing | rap.dev + Xiaohongshu MCP | Chrome MCP + multi-browser matrix | No matrix operation | Manual publishing on a single platform | Hongguo Theater upload |
| Monetization | Douyin traffic / WeChat product sales | Stripe + overseas subscriptions | Stripe + Mac App $9.98 | Personal brand + training / sponsored ads | Hongguo 5x revenue share |
| Available in mainland China | ✅ Full pipeline | ❌ Requires overseas infrastructure | ❌ | ✅ Partial | ✅ |
9. How to Choose — 5-Path Decision Tree
graph TD
A[你做 AI 自媒体 / 内容] --> B{国内 vs 海外?}
B -->|国内 + 普通人| C[老 D 路线<br/>13 节课 SOP]
B -->|海外 + 创业| D{矩阵 vs 精耕?}
D -->|矩阵化 + 概率赌| E[王凯路线<br/>50 频道 + 6 平台 SOP]
D -->|精耕 + 独立产品| F[老黄路线<br/>Vibe Coding 全栈]
B -->|国内 + 共担风险| G[鱼子酱路线<br/>AI 漫剧机构小组制]
A --> H{重点在创作本身?}
H -->|审美 / 表达 / 工具掌控| I[小红书 vibecoding 路线<br/>斯坦福审美课 + Kimi 2.6 + 3 招]
| You are | Primary method | Starting point |
|---|---|---|
| Ordinary domestic person + want to be a self-media amateur | Lao D's 13 lessons | L01 Select model → L02 Imitation writing → L08 Claude Code → L10 Digital human → L11 One-click publishing |
| Overseas entrepreneur / independent developer | Wang Kai's 6-platform SOP | 7 AI writing self-checks + Reddit/HN 8-week cold start + Twitter 90-day real-person account |
| Solo + non-technical + want to build independent products | Lao Huang's Vibe Coding full stack | 3 Unit Economics rules + Web Prompt House full-stack teardown + Mac App validation model |
| Individual creator + aesthetics-focused | Xiaohongshu vibecoding | 3 terms Hero/Shader/Three.js + Kimi 2.6 replication |
| Want to join an agency + share risks | Yuzijiang AI comic drama | 5-step workflow + 9-column storyboard sheet + 6 major camera movements + Hongguo Theater revenue share |
10. Reference List
Main original author wikis:
- dontbesilent AI Self-Media Course / 13-Lesson Systematic Methodology — Lao D's 13 lessons for domestic use without scientific internet access / DeepSeek + Openrouter + rap.dev / 2 million Douyin views
- Wang Kai Overseas Promotion SOP and Overseas Multi-Account Matrix Practice — Wang Kai 226 overseas posts / overseas infrastructure checklist / innovative vs known categories / hidden costs
- Wang Kai 6-Platform Overseas Operation SOP — Wang Kai 6-platform SOP / 7 AI writing self-checks / Reddit 8 weeks / HN 8 weeks / YouTube 50 channels
- newtype · Vibe Coding Independent Product Practice — Lao Huang independent products / 3 Unit Economics rules / Web → Mac App / full-stack teardown / Go Fundamental
- Xiaohongshu / Vibecoding Aesthetics + Creator Economy Collection — Xiaohongshu 10 aesthetic posts / Stanford aesthetics course / Kimi 2.6 3 tricks / Pretext democratized creation
- Xiaohongshu / AI Tools + Skill Tutorial Collection — Vibe Marketing Skill batch videos / pixel characters / IELTS Skill three-piece set
- Yuzijiang AI Comic Drama Production Course / Section 1 Live Teaching Complete Methodology — Yuzijiang agency AI comic drama / 5-step workflow / 9-column storyboard sheet / Hongguo Theater 5x revenue share
Related topic wikis (this series):
- Overseas Promotion and Multi-Account Matrix (Cross-Author Thematic Synthesis) — Overseas promotion + multi-account matrix in-depth expansion (Batch 5)
- AI Video Generation SOP (Cross-Author Thematic Synthesis) — AI video generation SOP (comic drama + outfits + character IP) (Batch 5)
- Vibe Coding and Independent Development (Cross-Author Thematic Synthesis) — Vibe Coding independent development in-depth (Batch 5)
- Aesthetics / Democratized Creation (Cross-Author Thematic Synthesis) — Aesthetics / democratized creation (Batch 9)
- Claude Skill Engineering (Cross-Author Thematic Synthesis) — Skill engineering (Batch 3)
- Claude Code Workflow (Cross-Author Thematic Synthesis) — Claude Code workflow (Batch 1)
History
- 2026-05-22:Add §6.5 zara 7th Perspective (Build in public + Inbound school). Covers 260k-follower digital confidence / output threshold ≤30min / Inbound > Outbound / 6 returns more valuable than money / surface area × probability formula / Build in public dual feedback / differentiation comparison with the other 6 schools. Source zara Zhang Zala / Content Creation SOP (260k Xiaohongshu followers + 50k Twitter followers empirical evidence) + zara Zhang Zala / Skill & Independent Product Portfolio (Strategy Review) + zara Zhang Zala / PM & VC Career Trajectory + Computer History Museum Docent
- 2026-05-18:Topic-dimension wiki first release. Synthesized and rewritten from 7 author wikis (Lao D 13 lessons / Wang Kai overseas / Wang Kai 6-platform SOP / Lao Huang independent products / Xiaohongshu aesthetics / Xiaohongshu tools / Yuzijiang comic drama). Explicitly marks 4 divergences: domestic vs overseas / single platform vs matrix / keeping or removing AI flavor / account nurturing rhythm
Sources and Related Materials
- dontbesilent AI Self-Media Course / 13-Lesson Systematic Methodology
- Wang Kai Overseas Promotion SOP and Overseas Multi-Account Matrix Practice
- Wang Kai 6-Platform Overseas Operation SOP
- newtype · Vibe Coding Independent Product Practice
- Xiaohongshu / Vibecoding Aesthetics + Creator Economy Collection
- Xiaohongshu / AI Tools + Skill Tutorial Collection
- Yuzijiang AI Comic Drama Production Course / Section 1 Live Teaching Complete Methodology
- https://mp.weixin.qq.com/s/QwX54pcLIQD1PKhjnBIHCw
- zara Zhang Zala / Content Creation SOP (260k Xiaohongshu followers + 50k Twitter followers empirical evidence)
- zara Zhang Zala / Skill & Independent Product Portfolio (Strategy Review)
- zara Zhang Zala / PM & VC Career Trajectory + Computer History Museum Docent
- Overseas Promotion and Multi-Account Matrix (Cross-Author Thematic Synthesis)
- AI Video Generation SOP (Cross-Author Thematic Synthesis)
- Vibe Coding and Independent Development (Cross-Author Thematic Synthesis)
- Aesthetics / Democratized Creation (Cross-Author Thematic Synthesis)
- Reverse-Engineering Creator Strategies from X Recommendation Algorithm Source Code (Lao Zhang)