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
Content Creation / Cross-source synthesis

AI Video Generation SOP (Cross-Author Topic Synthesis)

A synthesis of AI video generation SOPs from 4 perspectives. Caviar Agency (5-step AI comic drama process + 9-column storyboard sheet + 6 major camera movements + 5x revenue share on Hongguo Theater)/ Xiaohongshu vibecoding (5-step 1-to-1 replication for AI outfits + canvas-based operation + 6-step cinematic AI web pages)/ Wang Kai (SillyTavern video Phase 1-7 engineering template + Components/Compositions layering + Jimeng CLI premium membership)/ Lao D (L05 text-to-image → image-to-video → lip sync + L10 HeyGen digital human 5-tool combo + 30 languages). Covers tool stack comparison for Jimeng / Vidu / Tongyi Wanxiang / HeyGen / ElevenLabs / CapCut

AI VideoVideo productionCreation workflowEnglish edition
Content Creation / Other Product, Design and Learning Materials

Caviar AI Comic Drama Production Course / Section 1 Live Teaching Complete Methodology

November 2025 Caviar Agency AI Comic Drama Section 1 live class. Complete production workflow from script to finished video (script generation → storyboard table → asset library → image fusion → first and last frames → video), Hongguo Theater monetization path, six major camera movement concepts of push, pull, pan, track, follow and orbit, Jimeng/Vidu tool stack, character consistency and three-view asset library, detailed prompt description list (full checklist of body type/hairstyle/clothing/accessories/painting style), complete script case of "Recruiting Team Members in the Apocalypse, I Only Pick the Most Useless"

AI Comic DramasVideo productionPromptsEnglish edition
Content Creation / Other Product, Design and Learning Materials

dontbesilent AI Self-Media Course / 13 Systematic Methodology Lessons

dontbesilent (Old D) 2026-05 AI Self-Media Course, a complete 13-lesson learning path. It fully covers the entire production chain for users in mainland China who do not use scientific internet access and have no coding background to do self-media with AI, including model selection, the three layers of prompts (meta/system/user), the essence of RAG knowledge bases, AI copywriting imitation SOP, zero-code agent usage with Claude Code, LobeChat for blogger style imitation + conversation branching + Artifacts, HeyGen digital human translation + Tongyi Wanxiang wan2.2 animate character replacement, one-click Xiaohongshu publishing with Claude 4.5 + Playwright, and Claude Skill engineering for system prompt management.

AI Self-MediaContent ProductionVideo productionEnglish edition
Content Creation / Wang Kai

Wang Kai SillyTavern Video Production SOP (Skill Implementation Example)

A complete end-to-end SOP for mass production of product videos. Phases 1–7 engineering: directory skeleton → reference video analysis → real asset scraping → writing the Skill → first video → three video types + Jimeng mixed cuts → scaling. Demonstrates the core principle: "use code for precise effects, use text for broad rules."

Video productionProduction processAutomationEnglish edition
Content Creation / Xiaohongshu Vibe Coding

Xiaohongshu / AI Video 1-to-1 Replication Complete Workflow

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)

AI VideoVideo productionCreation workflowEnglish edition