log

📜 selfwiki 事件日志

Append-only 时间顺序记录。永远不要编辑历史条目。 格式：## [YYYY-MM-DD HH:MM] <事件类型> | <一行说明> 合法事件类型：ingest / compile / query / distill / archive / lint / decision 详细规则见 CLAUDE > 9 log.md 事件格式。

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[2026-05-28 21:00] decision | 整套手册和 schema 中文化

按用户要求，把 CLAUDE、HANDBOOK、Dashboard、index、log（本文件）、所有 skills 和 templates 的散文部分改成中文。frontmatter YAML 键名和 status/type 枚举值保持英文（schema 一致性）。

[2026-05-28 20:00] decision | 采用 Karpathy LLM Wiki 模式

调研完 Karpathy、Nick Milo、Tiago Forte、Lex Fridman 怎么搭 AI 知识库，决定在已有的 PARA + Zettelkasten 之上叠 LLM Wiki 层。具体增量：

• CLAUDE 作为第三层 schema
• index + log 作为目录 / 审计基建
• _meta/skills/ 给 AI 用的可调用工作流
• _meta/templates/ 每个笔记类型一个模板
• processor.py 加 compile 阶段（抽实体 → 更新概念页 → 加反链）
• 周度 linter.py 健康检查
• 可选 MCP 集成给 Claude Code

记忆：829a8b43 基准、9daac82f 消费工作流，这条结晶下一架构层。

[2026-05-28 19:45] decision | 锁定管线默认值

DEFAULT_MODEL = "large-v3-turbo"、USE_MLX = False、PKM_SUMMARIZE_MODEL = "claude-sonnet-4-6"、KMP_DUPLICATE_LIB_OK = TRUE 进 pkm-processor.plist。 基准：11 条 / 40 分钟原视频，22:25 跑完，比 medium-v2 快 2.2× 且中文准确度相当。

[2026-05-28 12:07] ingest | Bot 上线，首批 11 条历史素材

@vanswbot LaunchAgent 起来，处理了 /Volumes/GAMES/mediadownload/ 下 11 条素材。全部笔记在 00-Inbox/_processed/2026-05-28/。初版用 tiny + Haiku，后面会迭代。

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[2026-05-29 00:07] compile | douyin_01

Suggested MOCs (not yet created): llm-wiki-implementations, pkm-automation, ai-agent-orchestration Entity candidates (pending promotion): Karpathy, GBrain, Garry Tan, LLM Wiki, Obsidian, OpenClaw, Hermes Agent

[2026-05-29 00:08] compile | douyin_20260527_别再瞎折腾_Obsidian更适合这类人_AI_越来越强_Claude_能总结资料_Notion_飞书

Suggested MOCs (not yet created): agent-orchestration, team-workflows, prompt-engineering Entity candidates (pending promotion): Agent Orchestration, Claude Code, Obsidian, System Prompts, Task Delegation, OpenClaw

[2026-05-29 00:08] compile | douyin_20260527_条条播放10w_我承认我用了作弊器_自媒体_创业_skill_开发者工具_做账号

Suggested MOCs (not yet created): multi-agent-orchestration, video-automation, team-coordination Entity candidates (pending promotion): Claude Code, OpenClaw, Multi-agent orchestration, Role inventory, System prompt engineering

[2026-05-29 00:09] compile | douyin_20260527_AI蒸馏技巧大揭秘一切博主皆可蒸馏_AI蒸馏技巧揭秘_压箱底干货_公开蒸馏技巧万物可蒸馏_蒸馏书蒸馏人

Suggested MOCs (not yet created): agent-orchestration, social-media-operations, workflow-automation Entity candidates (pending promotion): Claude Code, AI-人协作框架, 角色名单, 进行中任务列表, 能力进化, Codex

[2026-05-29 00:09] compile | douyin_20260527_如何通过ai赚钱_ai

Suggested MOCs (not yet created): agent-orchestration, ai-human-collaboration, content-operations Entity candidates (pending promotion): Claude Code, OpenClaw, Codex, Agent Orchestration, Bidirectional Task Delegation, System Prompts

[2026-05-29 00:10] compile | douyin_20260527_让AI模仿博主写东西为什么效果差丨VoiceDNA蒸馏表达_把爆款文章丢给AI说照着写_结果像在念稿n

Suggested MOCs (not yet created): agent-orchestration, video-automation, content-production Entity candidates (pending promotion): Multi-role Cooperation Framework, Claude Code, Prompt-driven Capability Upgrading, Task Document Coordination, VoiceDNA / Expression Authenticity, Codex

[2026-05-29 00:10] compile | douyin_20260527_用Obsidian_AI搭建个人知识库-升级版_分享升级后的功能和搭建方法_Obsidian_Code

Suggested MOCs (not yet created): ai-knowledge-management, agent-orchestration, team-operations Entity candidates (pending promotion): Claude Code, Obsidian, Agent orchestration, Task coordination document, Role assignment principle, OpenCloud

[2026-05-29 00:10] compile | douyin_20260527_开除了报销Token费的高管_你觉得应该吗_马昕彤_折扣牛_培训牛_AI

Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration, workflow-automation Entity candidates (pending promotion): Claude Code, Agent Orchestration, Task Card System, Role-based Delegation, OpenClaw, Skill Interface, Codex

[2026-05-29 00:11] compile | douyin_20260528_CodeX的Hermes项目管家_99_开发者不知道_为什么你的Codex总翻车_不是它不行_是你少了

Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration, team-operations Entity candidates (pending promotion): Claude Code, Task Document, Bidirectional Agent Calling, Role-based Task Dispatch, OpenClaw

[2026-05-29 00:12] compile | rednote_20260527_我愿称这次Codex更新为AI生产力天花板

Suggested MOCs (not yet created): video-automation, ai-programming-agents, natural-language-programming Entity candidates (pending promotion): Hyperframe, Claude Code, Codex, Natural language programming, Skills deposition, Structured media input [2026-05-29 00:35] decision | 手动晋升 3 个高频概念页 + 2 个 MOC，让 30-Resources 不再空白

概念页: agent-orchestration, claude-code, karpathy-llm-wiki MOC: MOC-ai-agent-orchestration, MOC-ai-knowledge-management

[2026-05-29 00:47] compile | youtube_20251222_你很很有野心但非常懒惰_怎么办

Suggested MOCs (not yet created): habit-formation, behavioral-psychology, personal-productivity Entity candidates (pending promotion): Temporal Discounting, James Clear, Two-Minute Rule, Temptation Bundling, Katy Milkman, Identity-Driven Motivation, Environmental Design

[2026-05-29 00:53] compile | youtube_20260404_Obsidian_Claude_Code_AI时代无敌第二大脑_claudecode_obsidian

Suggested MOCs (not yet created): habit-formation, behavior-design, productivity-systems Entity candidates (pending promotion): 时间贴现, 两分钟法则, 诱惑捆绑, 身份认同驱动, 环境设计, James Clear, Katy Milkman

[2026-05-29 01:00] compile | youtube_20260429_EP06_從森林隱士到身價破億的CEO_他只做了一件事_放棄控制_每天讀一本改變人生的書_臣服實驗

Suggested MOCs (not yet created): leadership-philosophy, personal-development, reading-learning Entity candidates (pending promotion): The Surrender Experiment, Surrender Control, Personal Transformation, Daily Reading Habit, Leadership Through Acceptance

[2026-05-29 01:06] compile | youtube_20260430_The_Only_14_Ways_to_Make_Money_with_AI_in_2026

Suggested MOCs (not yet created): habit-formation, behavioral-psychology, personal-productivity Entity candidates (pending promotion): 时间贴现, 两分钟法则, 身份认同驱动, 诱惑捆绑, 环境设计, Katy Milkman

[2026-05-29 01:12] compile | youtube_20260512_How_to_Start_a_YouTube_Channel_With_Claude_in_2026

Suggested MOCs (not yet created): habit-formation, behavioral-science, productivity-systems Entity candidates (pending promotion): James Clear, Katy Milkman, Atomic Habits, Hyperbolic Discounting, Two-Minute Rule, Temptation Bundling, Environment Design

[2026-05-29 01:19] compile | youtube_20260518_马云和习近平究竟有什么恩怨_马云的前生今世是怎样_马云的第一位贵人是谁_习近平和浙江本土派系的斗争是如

Suggested MOCs (not yet created): chinese-politics, business-and-power, alibaba-jack-ma Entity candidates (pending promotion): 马云, 习近平, 江志成, 浙江派系, 张德江

[2026-05-29 01:26] compile | youtube_20260521_Mac_必備工具大公開_8_款入手_Mac_必裝_App_一次告訴你_讓你的工作效率大提升_feat

Suggested MOCs (not yet created): habit-systems, behavioral-science, productivity-design Entity candidates (pending promotion): Two Minute Rule, Temptation Bundling, Time Discounting, Identity-Driven Behavior, Environmental Design, James Clear, Katy Milkman

[2026-05-29 01:33] compile | youtube_The_Only_14_Ways_to_Make_Money_with_AI_in_2026

Suggested MOCs (not yet created): behavioral-psychology, productivity-systems, habit-formation Entity candidates (pending promotion): James Clear, 两分钟法则, 诱惑捆绑, 时间贴现, Katy Milkman, 身份认同驱动, 环境设计

[2026-05-29 01:40] compile | youtube_如何不靠運氣致富_納瓦爾寶典_原始Podcast_中文精譯完整版_How_to_Get_Rich_UvirHm6ePzk

Suggested MOCs (not yet created): habit-formation, behavior-design, behavioral-science Entity candidates (pending promotion): James Clear, Atomic Habits, Temporal Discounting, Temptation Bundling, Katie Milkman, Identity-Based Habits

[2026-05-29 01:42] compile | douyin_001

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, ai-human-collaboration, content-operations Entity candidates (pending promotion): 多角色人机协作框架, 任务委派系统, 角色能力档案

[2026-05-29 01:44] compile | douyin_01

Linked concepts: claude-code Updated MOCs: MOC-ai-knowledge-management Suggested MOCs (not yet created): agent-orchestration, interview-preparation Entity candidates (pending promotion): Obsidian, LLM Wiki模式, Agent驱动评分, Karpathy, Markdown Wikilink

[2026-05-29 01:47] compile | douyin_20260413_喂饭_opc_cli开源_剪口播_特效字幕_语音合成持续更新_开源了一个opc_cli技能包n这是整个

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, product-engineering, workflow-automation Entity candidates (pending promotion): task-card, role-roster, Codex, OpenCloud

[2026-05-29 01:50] compile | douyin_20260414__灵魂画手_漫画_头像

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, content-operations, human-ai-collaboration Entity candidates (pending promotion): Agent, Task Document, Role Registry, Capability Flywheel, Bidirectional Agent Calling

[2026-05-29 01:52] compile | douyin_20260414_AI求职技能包_开源4天2_6万星标_AI求职_AI投简历_开源项目_Skills

Suggested MOCs (not yet created): ai-job-search, open-source-projects, career-development Entity candidates (pending promotion): AI job search skills toolkit, Douyin, GitHub, Open-source software, AI job search

[2026-05-29 01:54] compile | douyin_01

Linked concepts: claude-code Updated MOCs: MOC-ai-knowledge-management Suggested MOCs (not yet created): claude-code-automation, obsidian-automation Entity candidates (pending promotion): Obsidian, Stop hook, Persistent knowledge base, Node.js

[2026-05-29 01:57] compile | douyin_001

Suggested MOCs (not yet created): video-automation, short-form-content Entity candidates (pending promotion): Douyin

[2026-05-29 01:59] compile | douyin_20260413_agent_obsidian_llm-wiki_agent驱动的第二个大脑_构建你的专属知识库_n形成

Linked concepts: claude-code, llm-wiki Updated MOCs: MOC-ai-knowledge-management Suggested MOCs (not yet created): personal-learning-systems, agent-automation Entity candidates (pending promotion): Andrej Karpathy, Obsidian, Second Brain, Agent Evaluation

[2026-05-29 02:00] compile | douyin_20260414_Ai_obsidian_自动同步_纯干货_真实生活分享计划_n最后一张是今天跑的结果n很开心n终于不用

Linked concepts: claude-code Updated MOCs: MOC-ai-knowledge-management Suggested MOCs (not yet created): claude-code-automation, obsidian-integration Entity candidates (pending promotion): Obsidian, Stop hook, obsidian-save.js, Conversation persistence, Claude settings.json

[2026-05-29 02:03] compile | douyin_20260414_NotebookLM是每个人的学习神器_10倍速入门_人工智能_大模型_效率神器_办公软件_姜学长

Suggested MOCs (not yet created): ai-learning-tools, productivity-tools, knowledge-management Entity candidates (pending promotion): NotebookLM, Learning Acceleration, Automated Summarization, Douyin, Large Language Models

[2026-05-29 02:05] compile | douyin_20260414_企业用了AI推广到底好在哪里_AI推广_AI_GEO_GEO优化

Suggested MOCs (not yet created): ai-marketing, geo-targeting, video-automation Entity candidates (pending promotion): AI推广, GEO优化, 企业营销

[2026-05-29 02:08] compile | douyin_20260414_原来Github才是AI产品经理的最强邪修_人工智能_大模型_ai_程序员_产品经理

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration, ai-engineering Entity candidates (pending promotion): 多角色协作框架, 双向调用, 任务卡片文档, Agent系统提示词, Codex

[2026-05-29 02:11] compile | douyin_20260414_爬虫圈杀疯了_GitHub_2_3万星的神器Scrapling_n真的被这个新开源项目惊艳到了_n以前

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, ai-human-collaboration, content-operations Entity candidates (pending promotion): equal human-AI collaboration, task delegation chains, task card system, system prompt engineering, role roster

[2026-05-29 02:14] compile | douyin_20260414_继续分享五个Claude的神奇指令_玩儿个很新的东西_AIGC_人工智能_科技_Claude

Linked concepts: agent-orchestration, claude-code Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration, productivity-systems Entity candidates (pending promotion): Role-based organization, System prompts, Task routing, Task tracking document

[2026-05-29 02:16] compile | douyin_20260414_这是一个_企业级多语言网页爬虫框架_现在很多人要做数据抓取_比如抓商品价格_新闻_竞品信息_结果发现

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration, task-management-frameworks Entity candidates (pending promotion): Role-based delegation framework, Task management system, Bidirectional task routing, Agent capability profiling

[2026-05-29 02:19] compile | douyin_20260415_5_个职场AI外挂我天天用_小众又宝藏_先收藏_再也不到处同步skilln再也不忍受丑丑的命令行_n再

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration, task-delegation-framework Entity candidates (pending promotion): equal-role collaboration, role roster, bidirectional task routing, OpenClaw, completed-task documentation

[2026-05-29 02:21] compile | douyin_20260415_7628612740992598629

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): ai-human-collaboration, agent-orchestration, workflow-automation Entity candidates (pending promotion): 多角色协作框架, Codex, 提示词工程, 能力上限

[2026-05-29 02:24] compile | douyin_20260415_8000刀换来的cc团队开发经验_1个小时干货_ai编程_claudecode_harness

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, ai-team-management, llm-prompt-engineering Entity candidates (pending promotion): 多角色平等协作框架, 共享任务列表, Role Capability Scaling, 提示词工程, 已完成任务驱动更新

[2026-05-29 02:27] compile | douyin_20260415__Seedance_2_0_AI短剧一站式工具实战解析_seko_seedance_AI短剧_ai漫剧

Linked concepts: claude-code Suggested MOCs (not yet created): multi-agent-orchestration, ai-team-collaboration, organizational-delegation-patterns Entity candidates (pending promotion): AI-Human Multi-Role Cooperation Framework, Codex, Task List & Role Roster Pattern, Seedance 2.0, Dynamic Prompt Optimization, Organizational Architecture Mindset

[2026-05-29 02:29] compile | douyin_20260415_一人十亿美金独角兽之Marc_Lou_一人公司_创作者中心_创作灵感_n法国创业者Marc_Lou_被

Linked concepts: claude-code Suggested MOCs (not yet created): ai-human-collaboration, solopreneur-operations, agent-orchestration Entity candidates (pending promotion): Marc Lou, 任务卡片系统, 角色委派框架, OpenClaw, 一人公司运营

[2026-05-29 02:32] compile | douyin_20260415_元宇宙狂想曲_失业潮_美股暴跌_经济推演_马斯克_元宇宙

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, content-operations, team-collaboration Entity candidates (pending promotion): Bidirectional invocation, Task board system, Role roster, Codex

[2026-05-29 02:35] compile | douyin_20260415_免费开源_2步克隆极致音色_VoxCPM2真的顶_AI新星计划_声音克隆_AI音频_动画视频_PPT动

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration, social-media-automation Entity candidates (pending promotion): 人AI平等协作, 任务委派系统, 角色能力画像, Codex, 进行中任务文档

[2026-05-29 02:38] compile | douyin_20260415_如何编写_Claude_md_新手指南_本视频介绍了_claude_md_的编写指南_n1_了解_Cl

Updated MOCs: MOC-ai-knowledge-management Suggested MOCs (not yet created): vault-setup, tutorials Entity candidates (pending promotion): Claude.md, Obsidian, Personal Knowledge Management

[2026-05-29 02:41] compile | douyin_20260415_炸裂这也来厉害了吧_AI新星计划_跨境电商_电商_流量玩家_美图设计室

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, team-scaling, content-operations Entity candidates (pending promotion): Bidirectional calling, Multi-role collaboration, System prompt optimization, Shared task document

[2026-05-29 02:43] compile | douyin_20260416_Github_开源项目_多Agent协作_看它们分工合作_人工智能_多agent_ai智能助手_git

Linked concepts: agent-orchestration Suggested MOCs (not yet created): agent-orchestration, ai-collaboration-patterns, ai-tools-and-frameworks Entity candidates (pending promotion): Multi-agent collaboration, GitHub, Division of labor in agent systems, Intelligent assistant systems

[2026-05-29 02:46] compile | douyin_20260416_一条视频让你发布游戏_这是让开发者从零到发布游戏的全程方向视频_独立游戏_游戏教程_全流程_游戏

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration, team-productivity Entity candidates (pending promotion): 多角色协作框架, 任务卡片, 角色名单, 双向调用链, 系统提示词工程

[2026-05-29 02:49] compile | douyin_20260416_第28集丨_程序员失业焦虑_用Claude_Code造了一个AI求职系统_一周开源爆了3万Star_A

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration, task-management-systems Entity candidates (pending promotion): Task Card Framework, Role Registry, Multi-directional Call Chain, System Prompt Optimization, Codex

[2026-05-29 02:50] compile | douyin_20260417_使用skill_人人都可以成为设计大师_最近试了一个很实用的_网页设计skill_叫_awesome-

Suggested MOCs (not yet created): web-design-tools, design-resources, markdown-knowledge-base Entity candidates (pending promotion): awesome-design-md, 网页设计

[2026-05-29 02:52] compile | douyin_20260417_公司AI落地最大误区_是降本增效做的太好了_ai

Suggested MOCs (not yet created): ai-implementation-strategy, corporate-transformation, business-value-realization Entity candidates (pending promotion): 降本增效, 企业AI落地, AI应用战略

[2026-05-29 02:55] compile | douyin_20260417_独立游戏福音_利用AI从0到1制作3D游戏资产类角色_角色设计_游戏模型_3D建模_学习_AI

Suggested MOCs (not yet created): game-development, character-design, 3d-asset-creation Entity candidates (pending promotion): Character Design, 3D Modeling, Game Asset Creation, AI for Game Development

[2026-05-29 02:58] compile | douyin_20260418_CLI_Skill_浏览器AI自动化框架_告别一切重复任务_这套流程可以让AI自动操作浏览器_代替你完

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, ai-human-collaboration, claude-code-ecosystem Entity candidates (pending promotion): Multi-role Collaboration Framework, Task Card, Agent Skill, Role List, Ability Optimization Flywheel, OpenCloud

[2026-05-29 03:00] compile | douyin_20260418_超简单的文图生Lora工作流_有手就会_工作流_AI视频_comfyui_comfyui视频转动漫_C

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, product-engineering, workflow-automation Entity candidates (pending promotion): Multi-role task routing, Role capability profiling, Task tracking documentation, Codex

[2026-05-29 03:03] compile | douyin_20260419_1_项目名称_andrej-karpathy-skills_n2_项目名称_Multica_n3_项目

Updated MOCs: MOC-ai-knowledge-management Suggested MOCs (not yet created): voice-ai, video-content-research Entity candidates (pending promotion): Andrej Karpathy, Multica, VoxCPM, Douyin

[2026-05-29 03:06] compile | douyin_20260419_24岁挂科被毁约_靠AI年赚5700万_别再跟我扯什么资金不够_大环境不行_今天给你看个真东西_24岁

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, video-automation, creator-economy Entity candidates (pending promotion): Codex, 进行中任务, OpenClaw

[2026-05-29 03:08] compile | douyin_20260419_AI_建站流_电影感网页_普通人也能照着做_最近很多人被_Claude_Code_卡住_就会下意识觉得

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, collaboration-frameworks, ai-tooling Entity candidates (pending promotion): Codex, 进行中任务, 系统提示词, 任务卡片, OpenCloud

[2026-05-29 03:11] compile | douyin_20260419_AI裁员是个双输的陷阱_但每个人都不愿踩刹车_本期内容脱胎于经济学论文_The_AI_Layoff_T

Suggested MOCs (not yet created): ai-labor-economics, game-theory, ai-industry-trends Entity candidates (pending promotion): The AI Layoff Trap, AI Layoffs, Coordination Problem

[2026-05-29 03:14] compile | douyin_20260419_Umberto24小时赚了12万美金_流程直接抄就行_热点

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, team-operations, ai-workforce-design Entity candidates (pending promotion): Umberto, multi-role-collaboration, task-document system, role-capability-profile

[2026-05-29 03:16] compile | douyin_20260419_hermes要取代openclaw_openclaw_ai_hermes_智能体

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, video-automation, team-workflows Entity candidates (pending promotion): OpenClaw, Human-AI Collaboration, In-Progress Task Document, Role Registry, Codex

[2026-05-29 03:19] compile | douyin_20260419_专门帮开发团队做接口测试_性能测试_自动化测试_还内置了_AI_助手_用_AI_帮你写用例_自动生成脚

Suggested MOCs (not yet created): testing-automation, ai-developer-tools, qa-engineering Entity candidates (pending promotion): 自动化测试, API 接口测试, 性能测试, AI 测试助手, 测试用例生成

[2026-05-29 03:22] compile | douyin_20260419_价值888_Claude_Obsidian讲解最好的视频_分享大家

Linked concepts: claude-code Updated MOCs: MOC-ai-knowledge-management Suggested MOCs (not yet created): multi-agent-orchestration, team-operations-and-scaling Entity candidates (pending promotion): Obsidian, 多角色人机协作框架, 角色能力名单, 任务驱动工作流, Agent 提示词动态重写

[2026-05-29 03:25] compile | douyin_20260419_做视频变成写HTML_开源_程序员_Agent_做视频

Linked concepts: claude-code Updated MOCs: MOC-ai-agent-orchestration Suggested MOCs (not yet created): ai-operations, product-operations Entity candidates (pending promotion): task-driven collaboration, agent delegation pattern, Codex, role capability scaling, OpenClaw

[2026-05-29 03:28] compile | douyin_20260419_出手就爆火_Karpathy的个人第二大脑方案_karpathy_obsidian_第二大脑

Linked concepts: claude-code, agent-orchestration Updated MOCs: MOC-ai-knowledge-management Suggested MOCs (not yet created): agent-orchestration, multi-role-collaboration Entity candidates (pending promotion): Karpathy, Obsidian, Shared task documents, Role decision roster

[2026-05-29 03:31] compile | douyin_20260419_别被基础AI工具困住_错过智能体_等于错过比特币级红利_ai_比特币_时代红利_风口

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, ai-team-collaboration, workflow-automation Entity candidates (pending promotion): Shared Task Document, Role Capability Roster, System Prompt, OpenCloud

[2026-05-29 03:33] compile | douyin_20260419_别让渡你的记忆主权_Anthropic_把记忆锁进_API_LangChain_创始人_这在剥夺你的记

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, ai-team-management, prompt-engineering Entity candidates (pending promotion): 多角色人机协作框架, 记忆主权, Anthropic, 任务驱动系统, LangChain, 系统提示词

[2026-05-29 03:36] compile | douyin_20260419_智能体管理平台_Agent员工化_GitHub热门开源_智能体_开源项目_大模型_ClaudeCode

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, ai-human-collaboration, task-automation Entity candidates (pending promotion): 多角色协作框架 (Multi-role Collaboration Framework), 任务卡片系统 (Task Card System), 能力迭代 (Ability Iteration), 双向调用 (Bidirectional Calling)

[2026-05-29 03:37] compile | douyin_20260419_模型不是笨_是_Harness_没配好_AI_智能体跑十步就崩_很多人第一反应是模型太蠢_但其实_不是

Linked concepts: agent-orchestration Suggested MOCs (not yet created): agent-orchestration, llm-system-design, product-engineering Entity candidates (pending promotion): Harness architecture, State externalization, Constraint-based system design, Schema validation, Graceful failure isolation

[2026-05-29 03:40] compile | douyin_20260419_近万星标_对话式AI编程_AI编程_开源项目_程序员_AI写代码

Suggested MOCs (not yet created): ai-development-tools, conversational-ai, open-source-projects Entity candidates (pending promotion): Conversational AI Programming, AI Code Generation, Open Source Development

[2026-05-29 03:41] compile | douyin_20260419_黑客松冠军8小时拿下_15000配置开源_纽约_Anthropic官方黑客松_100多支队伍_8小时从

Suggested MOCs (not yet created): ai-hackathons, rapid-prototyping, anthropic-ecosystem Entity candidates (pending promotion): Anthropic, Claude, Time-boxed product development, Open source

[2026-05-29 03:44] compile | douyin_20260420__航海王_背后既得利益集团的生存法则_深扒天龙人的御民术_这才是大航海时代最黑暗的真相n_动漫大事件

Linked concepts: agent-orchestration, claude-code Suggested MOCs (not yet created): agent-orchestration, human-ai-teams, task-delegation-systems Entity candidates (pending promotion): Task card system, Role capability matrix, System prompt optimization, OpenClaw

[2026-05-29 03:47] compile | douyin_20260422__2026最新ComfyUI-V8_comfyui_comfyui教程_comfyui整合包_comf

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration, task-delegation-systems Entity candidates (pending promotion): Task card, Role roster, Capability iteration, Codex

[2026-05-29 03:49] compile | douyin_20260422_为了全自动哄老婆_我总结了无敌的_AI_技巧_领取满级AI伙伴_ai新星计划_最近迷上了新东西_Age

Suggested MOCs (not yet created): agent-orchestration, ai-automation Entity candidates (pending promotion): Agent, Automation, Personal AI Assistant

[2026-05-29 03:52] compile | douyin_20260422_开源文档提取神器_AI_GitHub_文档提取_办公效率_干货分享

Linked concepts: claude-code Suggested MOCs (not yet created): ai-team-coordination, agent-orchestration, operational-scaling Entity candidates (pending promotion): multi-agent collaboration framework, bidirectional task calling, dynamic capability management, role-based task delegation, Codex

[2026-05-29 03:55] compile | douyin_20260422__Claude如何让你的视频编辑时间从2小时缩短到几分钟_AI视频编辑_Claude_短视频爆款_视频

Linked concepts: agent-orchestration, claude-code Suggested MOCs (not yet created): agent-orchestration, video-automation, ai-product-engineering Entity candidates (pending promotion): System prompts, Task documents, OpenCloud, Role capability list

[2026-05-29 03:56] compile | douyin_20260423_49个AI_Agent帮你做游_有人把_Claude_Code_改成了一个完整的游戏开发工作室_不是比

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, game-development, automation-frameworks Entity candidates (pending promotion): Game Development Automation, Three-tier Agent Architecture, Agent Skill Tree, One-person Studio

[2026-05-29 03:58] compile | douyin_20260423_49个AI_Agent帮你做游_有人把_Claude_Code_改成了一个完整的游戏开发工作室_不是比

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, game-development, claude-code-applications Entity candidates (pending promotion): Game Development, Douyin

[2026-05-29 03:59] compile | douyin_20260423_GitHub热榜_一句话生成专业架构图_AI制作流程图_github开源项目_AI制作架构图_AI画图

Suggested MOCs (not yet created): ai-development-tools, technical-documentation-automation, diagram-visualization Entity candidates (pending promotion): 架构图自动生成, GitHub, 文本到图表生成, 流程图, AI制作工具

[2026-05-29 04:02] compile | douyin_20260423_别人不敢搬的素材_我用_AI_直接_11_复刻出来了_天诺老吴_ai短视频

Linked concepts: claude-code Suggested MOCs (not yet created): ai-orchestration, multi-agent-systems, content-automation Entity candidates (pending promotion): 多AI+人类角色协作框架, 任务卡片文档, Codex, 系统提示词实时重写能力, OpenCloud

[2026-05-29 04:04] compile | douyin_20260423_无论和不良引导视频为豆包AI生成请审核员注意

Linked concepts: agent-orchestration, claude-code Suggested MOCs (not yet created): agent-orchestration, team-coordination, ai-collaboration Entity candidates (pending promotion): Multi-role collaboration framework, Bidirectional calling principle, In-progress task document, Capability update flywheel

[2026-05-29 04:07] compile | douyin_20260423_震撼更新_ComfyUI_V8破限版来啦_comfyui_comfyui整合包_AI绘画_comfyu

Suggested MOCs (not yet created): ai-creative-tools, generative-art, workflow-automation Entity candidates (pending promotion): ComfyUI, Generative Image Synthesis, ComfyUI Custom Nodes & Integration Packages, Node-Based Visual Workflows

[2026-05-29 04:10] compile | douyin_20260424_用_AI_做水果系列视频_全流程一次讲清_水果视频_ai水果_水果ai视频_抽象

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, operational-framework, video-automation Entity candidates (pending promotion): System prompts, Task-based delegation, Role capability tracking, OpenCloud

[2026-05-29 04:13] compile | douyin_20260425_7632522925565092849

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): ai-agent-systems, team-operations, content-operations Entity candidates (pending promotion): Codex, 多角色协作框架, 任务文档系统, 系统提示词

[2026-05-29 04:14] compile | douyin_20260425_为什么网上有那么多低价充值chatGpt_今天讲一下为什么网上有那么多低价充值chatGpt_puls

Suggested MOCs (not yet created): saas-subscription-vulnerabilities, api-verification-flaws, geographic-arbitrage Entity candidates (pending promotion): OpenAI, Apple, ChatGPT Plus, Frida, Xposed, Receipt Verification Bypass, 地区价差套利

[2026-05-29 04:16] compile | douyin_20260425_炒股新手最容易踩的25个坑_股票干货_交易心得_炒股新手避坑指南_炒股避坑指南_新手股民

Suggested MOCs (not yet created): trading-psychology, stock-trading-education, trading-risk-management Entity candidates (pending promotion): 股票交易, 新手股民, 交易心理, 风险管理, 交易纪律

[2026-05-29 04:17] compile | douyin_20260425_百种调料难替盐_万般关系不如钱

Suggested MOCs (not yet created): human-relationships, economics-and-society, douyin-social-commentary Entity candidates (pending promotion): Money, Relationships, Value hierarchy

[2026-05-29 04:18] compile | douyin_20260425_百种调料难替盐_万般关系不如钱

Suggested MOCs (not yet created): philosophy, personal-finance, chinese-wisdom Entity candidates (pending promotion): money, relationships (guanxi), essentials-vs-substitutes, human-nature

[2026-05-29 04:20] compile | douyin_20260426_离谱_Qwen3_6_27B生成速度飙到184tu002Fs_Qwen3_6_27B绝对是一个里程碑的

Suggested MOCs (not yet created): llm-inference-optimization, open-source-language-models, chinese-ai-developments Entity candidates (pending promotion): Qwen3.6 27B, Alibaba, LLM Token Generation Speed

[2026-05-29 04:23] compile | douyin_20260427_怎么用_AI_聊出_黄金点子_产品首页_别再指望跟_AI_聊两句就能出_绝妙生意点子_了_那叫自嗨_真

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, ai-human-collaboration, operational-scaling Entity candidates (pending promotion): Multi-role delegation framework, System prompts, Task card document, Completed task tracking

[2026-05-29 04:25] compile | douyin_20260429_每日AI项目分享_第一集_Sub2API中转站本地部署_1_环境需求_nwsl_PostgreSQL

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, team-scaling-systems, prompt-engineering-practices Entity candidates (pending promotion): Multi-role collaboration framework, Task card document, AI system prompts, Sub2API, OpenClaw

[2026-05-29 04:28] compile | douyin_20260430_2026最高级的_搬砖_方式_直接喂饭到嘴里_油管_Claude_AI工具_生产力工具_自我提升

Suggested MOCs (not yet created): ai-productivity, video-automation, content-creation Entity candidates (pending promotion): Claude, 搬砖优化方式, Video content repurposing, Self-improvement

[2026-05-29 04:31] compile | douyin_20260430_CreaoAI_项目24_小时全自动做电商_监控竞品找货上架_融资2500万美元_前Meta团队AI

Linked concepts: agent-orchestration, claude-code Suggested MOCs (not yet created): agent-orchestration, organizational-scaling, automation-operations Entity candidates (pending promotion): Task Card System, System Prompts, Creao, Capability Mapping

[2026-05-29 04:33] compile | douyin_20260430_一不小心学会了_GitHub_开源_开源项目_编程_AI

Linked concepts: agent-orchestration, claude-code Suggested MOCs (not yet created): agent-orchestration, content-operations, team-workflow-systems Entity candidates (pending promotion): Task Documentation, System Prompts, Codex, OpenClaw (小龙虾)

[2026-05-29 04:36] compile | douyin_20260430_一个视频彻底教会你_在Claude_Code中使用Skill_本期视频我将手把手教大家在Claude

Linked concepts: claude-code Suggested MOCs (not yet created): claude-code, workflow-automation, video-tutorials Entity candidates (pending promotion): Skill, Douyin, Workflow automation

[2026-05-29 04:38] compile | douyin_20260430_一套代码多端运行_字节开源更接近原生性能的前端开发框架_程序员_软件开发_编程_干货分享_app开发

Suggested MOCs (not yet created): frontend-frameworks, cross-platform-development, open-source-projects Entity candidates (pending promotion): ByteDance, Multi-platform frontend framework, Cross-platform development, Native performance optimization

[2026-05-29 04:41] compile | douyin_20260501_一天一个变态网站_第223期_一个专门为_GPT_Image2_打造的神级_Prompt_的网站_ai

Linked concepts: agent-orchestration, claude-code Suggested MOCs (not yet created): agent-orchestration, ai-collaboration, task-delegation Entity candidates (pending promotion): Bidirectional Invocation Chain, Role Capability Profiling, Task Card Minimalism, Codex

[2026-05-29 04:44] compile | douyin_20260501_从代码到成片_HyperFrames_打通_Codex_视频_现在_HyperFrames_已成为_C

Linked concepts: claude-code Suggested MOCs (not yet created): ai-human-collaboration, video-automation, agent-orchestration Entity candidates (pending promotion): HyperFrames, Codex, 多角色协作框架, 任务文档, 角色名单

[2026-05-29 04:47] compile | douyin_20260501_我只是打字_它就剪完了_ChatCut_剪辑_ai工具_gptimage2_aigc一步之遥

Suggested MOCs (not yet created): video-automation, ai-tools, content-creation Entity candidates (pending promotion): ChatCut, Text-to-video-editing, GPT Image, AIGC, Video editing automation

[2026-05-29 04:48] compile | douyin_20260501_飞机上最大的变量永远是人_数据不会骗人_在如此极端的操作输入下波音737NG再次证明了他的可靠_MU5

Suggested MOCs (not yet created): aviation-safety, incident-investigation Entity candidates (pending promotion): MU5735, Boeing 737-800, China Eastern Airlines, NTSB, Flight Data Recorder, Human Factors in Aviation

[2026-05-29 04:49] compile | douyin_20260501_飞机上最大的变量永远是人_数据不会骗人_在如此极端的操作输入下波音737NG再次证明了他的可靠_MU5

Suggested MOCs (not yet created): aviation-safety, human-factors-engineering, aviation-incident-analysis Entity candidates (pending promotion): MU5735, 波音737NG, 人因, 东方航空, 飞行数据记录器, 航空安全

[2026-05-29 04:51] compile | douyin_20260502__Claude_AI_智能体_agent_AI编程_智能体开发公开课_Claude底层原理解析

Linked concepts: agent-orchestration, claude-code Suggested MOCs (not yet created): agent-orchestration, ai-team-productivity, workflow-automation Entity candidates (pending promotion): Multi-role Human-AI Collaboration Framework, Shared Task Document, Capability Tracking, System Prompts & Skills

[2026-05-29 04:53] compile | douyin_20260502__发票模板_效率工具_自由职业_外贸神器_开源项目

Linked concepts: agent-orchestration, claude-code Suggested MOCs (not yet created): agent-orchestration, social-media-operations, workflow-design Entity candidates (pending promotion): 多角色任务委派框架, 任务卡片, 系统提示词, 能力档案

[2026-05-29 04:56] compile | douyin_20260502_7635192774660584808

[2026-05-29 04:58] compile | douyin_20260502_Codex完整使用拆解_我的新生产力闭环_分享近期高强度使用codex的技巧_希望对你有所帮助_AI

Suggested MOCs (not yet created): ai-productivity-systems, multi-agent-orchestration, ai-human-collaboration Entity candidates (pending promotion): Claude Code / Codex, 多角色协作框架, 双向调用链, 角色名单, 任务卡片, 反向飞轮

[2026-05-29 04:59] compile | douyin_20260502_YC_刚发布了_Summer_2026_我读完之后想说几句_n我们已经在_post-AI_时代了_我常

Suggested MOCs (not yet created): startup-moats-and-defensibility, ai-strategy-founder-thesis, yc-vc-trends-2026 Entity candidates (pending promotion): 后 AI 时代, Y Combinator, 行业专业知识, 硬科技, 价值链传递, Founder 长期主义, Anthropic

[2026-05-29 05:00] compile | douyin_20260502_YC_刚发布了_Summer_2026_我读完之后想说几句_n我们已经在_post-AI_时代了_我常

Suggested MOCs (not yet created): startup-strategy, post-ai-landscape, hard-tech-trends Entity candidates (pending promotion): YC Summer 2026, post-AI era, Industry Know-How, Hard Tech, 长期主义, 价值传递, Anthropic

[2026-05-29 05:02] compile | douyin_20260502_vibe_git_无限动画_AI新星计划n随便你怎么改_崩了能回_爽了能留_复杂动画也能慢慢vibe出

Linked concepts: claude-code Suggested MOCs (not yet created): ai-team-coordination, workflow-orchestration, content-operations Entity candidates (pending promotion): 双向调用链 / Bidirectional Task Calling, 角色名单 / Role Roster, 任务文档 / Task Board, OpenCloud, Codex

[2026-05-29 05:05] compile | douyin_20260502__Github一周热点113期_AI_终端工具_黑客工具等_1_项目名称_Warp_AI_终端工具n2

Suggested MOCs (not yet created): developer-tools, ai-dev-tools, github-ecosystem Entity candidates (pending promotion): Warp, Github, AI Terminal Tools, Hacking Tools

[2026-05-29 05:07] compile | douyin_20260502_一人公司OPC六大赛道盘点_OPC创业_创业项目_一人公司_ai时代已来_上热门抖音小助手

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, one-person-company, team-coordination Entity candidates (pending promotion): Shared task documents, Role roster, Bidirectional task routing, System prompt engineering, Codex

[2026-05-29 05:10] compile | douyin_20260502_一人十亿美金独角兽之Jordan_Gal_一人公司_创作者中心_创作灵感_n曾经靠电商插件年入600万

Suggested MOCs (not yet created): creator-economy, one-person-company, product-monetization Entity candidates (pending promotion): Jordan Gal, One-Person Company, E-commerce Plugin, Creator Center, Douyin

[2026-05-29 05:13] compile | douyin_20260502_创业党u002FAI新手必看_谁还在瞎踩坑学AInSeedance_2_0实测干货_剪映u002F即梦

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, ai-human-collaboration, prompt-engineering Entity candidates (pending promotion): Codex, System Prompts, Role-Based Task Delegation, OpenManus

[2026-05-29 05:15] compile | douyin_20260502_变现_我到底以什么身份被别人信任_自媒体_自媒体创业

Suggested MOCs (not yet created): creator-economy, personal-brand, content-monetization Entity candidates (pending promotion): Creator Trust, Monetization, Personal Brand, Creator Economy, Douyin

[2026-05-29 05:18] compile | douyin_20260503__开源项目_邮件营销_Newsletter_效率工具_BillionMail

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, productivity-systems, content-operations Entity candidates (pending promotion): 多AI+多人类角色协作框架, 任务卡片, 角色能力名单, 系统提示词, 已完成任务文档, OpenClaw

[2026-05-29 05:21] compile | douyin_20260503_7634549024850236913

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, team-productivity, content-operations Entity candidates (pending promotion): bidirectional-invocation, task-card, role-inventory, multi-AI-human-collaboration, capability-matching

[2026-05-29 05:22] compile | douyin_20260503_LinkedIn是我用了快十年的工具_说实话_它真正有价值的地方被大多数人低估了_n_n多数人只拿它当

Suggested MOCs (not yet created): career-strategy, professional-data-sources, hiring-insights Entity candidates (pending promotion): LinkedIn, Career Trajectory Analysis, Career Information Advantage, Revealed Preference, Survivorship Bias, 缪嘉俐

[2026-05-29 05:23] compile | douyin_20260503_Obsidian是目前AI知识库最佳方案_最近我把_Notion_飞书_Obsidian_三套知识库都

Linked concepts: claude-code Updated MOCs: MOC-ai-knowledge-management Suggested MOCs (not yet created): note-taking-tools Entity candidates (pending promotion): Obsidian, Notion, 飞书, Markdown, Qwen

[2026-05-29 05:26] compile | douyin_20260503_卡帕西从氛围编程到Agentic工程

Linked concepts: claude-code Suggested MOCs (not yet created): ai-human-collaboration, agentic-engineering, agent-orchestration Entity candidates (pending promotion): Karpathy, Multi-role collaboration framework, Task delegation, Agentic engineering, Role roster

[2026-05-29 05:28] compile | douyin_20260503_卡帕西_从氛围编程到Agentic工程_Andrej_Karpathy_对_AI_编程范式演进的深刻见

Linked concepts: claude-code Suggested MOCs (not yet created): agentic-engineering, ai-human-collaboration, agent-orchestration Entity candidates (pending promotion): Andrej Karpathy, Agentic 工程, 多角色协作框架, 任务卡片, Codex

[2026-05-29 05:29] compile | douyin_20260503_让你的skill像达尔文一样进化_我最近看到了一个skill_达尔文_skill_通过棘轮机制_真实效

Suggested MOCs (not yet created): ai-skill-management, agent-orchestration Entity candidates (pending promotion): 达尔文 Skill, 棘轮机制, 真实效果评估, 改评分离, AI 技能库, 多 Agent 系统

[2026-05-29 05:30] compile | douyin_20260503_让你的skill像达尔文一样进化_我最近看到了一个skill_达尔文_skill_通过棘轮机制_真实效

Updated MOCs: MOC-ai-knowledge-management Suggested MOCs (not yet created): agent-orchestration, skill-evolution Entity candidates (pending promotion): Darwin Skill, 棘轮机制, 真实效果评估, 改评分离, AI Agent系统

[2026-05-29 05:32] compile | douyin_20260503_这个叫_Scrapling_的东西_直接把信息差这堵墙给拆了_Scrapling_爬虫

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, team-collaboration-systems, product-engineering Entity candidates (pending promotion): Scrapling, Multi-role collaboration framework, Task card delegation system, Capability profile archive, System prompt optimization

[2026-05-29 05:35] compile | douyin_20260503__GitHub本周热榜-Claude_Code生态全面开花_这周GitHub半壁江山都是它_GitHu

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, multi-agent-systems, content-automation Entity candidates (pending promotion): Bidirectional calling, Multi-role collaboration, OpenClaw, Task documentation

[2026-05-29 05:36] compile | douyin_20260504__月入400万的4个赚钱秘籍_1_快速上线MVP_产品开发从不过度设计_直接用最简单的技术栈做第一版M

Suggested MOCs (not yet created): lean-startup-methodology, solopreneur-monetization, content-to-product-leverage Entity candidates (pending promotion): 奥一, 快速MVP开发, AI照相馆, Build in Public, Manual MVP Fulfillment, Creator Flywheel

[2026-05-29 05:39] compile | douyin_20260504_2026年_用_AI_赚钱_的仅有的_20种_方法

Linked concepts: claude-code Updated MOCs: MOC-ai-agent-orchestration Suggested MOCs (not yet created): multi-role-teams, ai-tool-comparison Entity candidates (pending promotion): OpenClaw (小龙虾), 多AI多人类协作框架, 进行中任务, Codex

[2026-05-29 05:41] compile | douyin_20260504_7634489679538514678

Linked concepts: claude-code Suggested MOCs (not yet created): ai-team-collaboration, role-based-delegation, content-automation Entity candidates (pending promotion): 多人多AI协作框架, 任务卡片路由系统, 能力档案动态更新, Agent系统提示词优化, 双向任务调用链

[2026-05-29 05:42] compile | douyin_20260504_Obsidian劝退过我5次_直到我遇到_姐妹们_我是真的服了_nObsidian_这个软件_我下了删

Suggested MOCs (not yet created): obsidian-templates, para-system, knowledge-management Entity candidates (pending promotion): Obsidian, LifeOS, PARA, usememos, Periodic notes

[2026-05-29 05:45] compile | douyin_20260504_claude技巧_如果您使用Claude_这些是您实际需要的5台MCP服务器_claude_ai_ai

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): claude-ecosystem-and-tools, mcp-integrations, ai-workflow-optimization Entity candidates (pending promotion): Claude, MCP (Model Context Protocol), MCP servers

[2026-05-29 05:48] compile | douyin_20260504_如何花_1小时_让你_每月赚_3000_美元

Suggested MOCs (not yet created): side-hustle-strategies, time-management, online-earning Entity candidates (pending promotion): 抖音 / Douyin, 时间管理 / Time Optimization, 被动收入 / Passive Income, 自由职业 / Freelancing, 内容货币化 / Content Monetization

[2026-05-29 05:50] compile | douyin_20260504_放弃爆款的执念_依靠小众插件获得稳定收入_放弃爆款的执念_依靠小众插件获得稳定收入_OPC_超级个体

Linked concepts: claude-code Suggested MOCs (not yet created): ai-human-collaboration, role-orchestration, solo-business-systems Entity candidates (pending promotion): 多角色协作框架, 任务卡片文档, System Prompt, Codex, 一人公司

[2026-05-29 05:53] compile | douyin_20260504_用Claude_code自动剪辑五一旅行vlog_agent_AI_剪辑_旅行vlog_claudec

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration, video-automation Entity candidates (pending promotion): Multi-agent collaboration, Task documentation, Role roster delegation, Prompt engineering, OpenClaw

[2026-05-29 05:54] compile | douyin_20260504_靠这套提示词构建的系统已经营收5w_了_让codex_和claude_8小时不间断工作的焚决直接拿去

Suggested MOCs (not yet created): agent-orchestration, prompt-engineering, ai-development-automation Entity candidates (pending promotion): Claude, subagent, worktree, prompt-engineering, Codex, Token仓库君

[2026-05-29 05:57] compile | douyin_20260504__刚扒完YC_2026夏季清单_我头皮发麻_AI_商业思维_财经_人工智能_天才留学生

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration Entity candidates (pending promotion): Codex, Multi-agent collaboration framework, System prompt optimization, Task-driven workflow

[2026-05-29 06:00] compile | douyin_20260505_14岁_初中生_开发了月入_1_4万美元_的app

Suggested MOCs (not yet created): product-development, creator-economy, entrepreneurship Entity candidates (pending promotion): Douyin, App Development, App Monetization, Indie Developer

[2026-05-29 06:03] compile | douyin_20260505_Claude_Code_最佳实践_官方分享_Cal_是_Claude_Code_核心贡献者之一_他第一

Linked concepts: claude-code Suggested MOCs (not yet created): ai-human-collaboration, agent-orchestration, productivity-systems Entity candidates (pending promotion): Multi-role collaboration framework, System prompt rewriting, Cal, Task delegation system

[2026-05-29 06:06] compile | douyin_20260505__失控_作者凯文_凯利的68条人生建议_凯文凯利

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, team-collaboration, ai-operations Entity candidates (pending promotion): multi-agent collaboration, task card, bidirectional delegation, system prompt engineering, Codex

[2026-05-29 06:09] compile | douyin_20260505_想搞副业的上班族必看_百万富翁拆解4个线上变现阶段_科技改变生活_看干货学知识_副业_赚钱

Suggested MOCs (not yet created): side-business, creator-economy, online-income-strategies Entity candidates (pending promotion): Online monetization, Side business, Creator economy, Income diversification

[2026-05-29 06:12] compile | douyin_20260505_我28岁了_如何超越大部分的同龄人_超级个体成长计划

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration, team-scaling Entity candidates (pending promotion): Task Document (进行中任务文档), Skill System, Multi-role Collaboration Framework, Codex, OpenCloud

[2026-05-29 06:14] compile | douyin_20260505_我靠模仿赚了50万_模仿是赚钱最稳定的方式_赚钱逻辑_商业思维_创业干货_商业洞察_模仿

Linked concepts: claude-code Suggested MOCs (not yet created): multi-agent-systems, ai-human-collaboration, content-operations Entity candidates (pending promotion): Agent 角色框架, 系统提示词工程, 任务文档协作, 多 Agent 编排, 内容生产自动化, Codex

[2026-05-29 06:18] compile | douyin_20260505_直接给你的视频文件装上了_语义神经_SentrySearch_GitHub_剪辑_自动剪辑_AI剪辑

Linked concepts: claude-code Suggested MOCs (not yet created): ai-collaboration-patterns, video-automation, operational-infrastructure Entity candidates (pending promotion): AI-Human Equal Collaboration Framework, AI Capability Iteration via Prompts, Task Card Infrastructure, Role Registry, Codex

[2026-05-29 06:21] compile | douyin_20260505_社交媒体_从0开始_涨粉的5个步骤_很多人开始做社交媒体的方式是_注册账号_开始发内容_然后等粉丝_n

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, organizational-scaling, task-management Entity candidates (pending promotion): Codex, Equal AI-human cooperation, Task card system, Bidirectional task routing, Role capability profiles

[2026-05-29 06:23] compile | douyin_20260505_程序员副业不知做什么_1小时用免费AI挖出赚钱需求_人类对豆包的开发不足百分之一_编程_程序员_Jav

Suggested MOCs (not yet created): programmer-freelancing, ai-for-entrepreneurship Entity candidates (pending promotion): 豆包 (Doubao), Programmer side gigs, Untapped LLM potential, Java

[2026-05-29 06:26] compile | douyin_20260505_让你轻松完成200w字网文创作的开源项目

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): ai-human-collaboration, organizational-design, production-workflow Entity candidates (pending promotion): Role equality, Task delegation, OpenCloud, Role list

[2026-05-29 06:29] compile | douyin_20260505_说些你花钱也听不到的东西_这可能是全网分析抖音zui透彻的视频了_太阳李博良

Suggested MOCs (not yet created): douyin-strategy, creator-economics, short-form-video-platform Entity candidates (pending promotion): 太阳李博良, Douyin, 短视频平台分析, 创作者变现, 内容审核机制

[2026-05-29 06:32] compile | douyin_20260505__100条视频涨粉150万_用AI把这个赛道从头到尾复刻_ClaudeCode_AI视频制作_YouT

Linked concepts: claude-code Suggested MOCs (not yet created): video-automation, faceless-channels, content-scaling Entity candidates (pending promotion): Douyin, YouTube, Faceless video channel, Video niche replication

[2026-05-29 06:35] compile | douyin_20260506_这个AI会自己学习_ChatGPT和Claude都做不到_Hermes_是第一个真正会

Suggested MOCs (not yet created): llm-models-and-landscape, ai-capability-evolution, ai-self-improvement-systems Entity candidates (pending promotion): Hermes, Self-learning AI, ChatGPT, Claude

[2026-05-29 06:38] compile | douyin_20260507_7636743059212386038

Linked concepts: claude-code Suggested MOCs (not yet created): multi-agent-workflows, team-productivity, prompt-engineering Entity candidates (pending promotion): 多角色协作框架, 任务驱动协作, 系统提示词优化, OpenClaw, Codex, 成员能力更新

[2026-05-29 06:41] compile | douyin_20260507_一招搞定AI全自动赚钱流水线_程序员_ai_AI工具_副业_自动化

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration, productivity-systems Entity candidates (pending promotion): Codex, OpenCloud, 多角色协作框架, 任务卡片系统, 角色能力矩阵

[2026-05-29 06:44] compile | douyin_20260507_前端人狂喜的开源宝藏库它来了

Linked concepts: claude-code Suggested MOCs (not yet created): ai-team-coordination, agent-orchestration, personal-knowledge-management Entity candidates (pending promotion): 多角色人机协作框架, Agent, 进行中任务列表, 角色名单, 提示词工程

[2026-05-29 06:47] compile | douyin_20260507_大平台插件_容易被忽视的机会_做平台插件的6个步骤_做软件赚钱_大部分人想到的是做_App_搞网站_做

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration Entity candidates (pending promotion): Codex, human-ai-parity, shared-task-document, OpenClaw, capability-roster

[2026-05-29 06:49] compile | douyin_20260507_如何判断自己产品在海外有没有市场需求_独立站_独立站运营_外贸独立站_跨境电商_独立站搭建

Suggested MOCs (not yet created): cross-border-ecommerce, product-market-fit, international-expansion Entity candidates (pending promotion): 独立站, 跨境电商, 产品市场需求验证, 海外市场拓展

[2026-05-29 06:53] compile | douyin_20260507_新_Mac_到手一定要改的_42_个设置_不改真的难用_如果你刚买新_Mac_这支影片一定要先看_n本

Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration, task-automation Entity candidates (pending promotion): Role Roster, Bidirectional Task Delegation, CloudCode, Codex, Task Ledger, Capability Evolution

[2026-05-29 06:56] compile | douyin_20260507_程序员发明了AI_AI却替代了程序员_今日skills热点_AI_编程_代码_开源_程序员

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, team-collaboration-systems, work-automation Entity candidates (pending promotion): AI-人类协作框架, 最小化任务系统, 角色名单, 提示词工程

[2026-05-29 06:56] compile | douyin_20260507_经过一段时间的vibecoding实战_结合几大热门开发框架_分享一下个人的最佳实践_n核心结论_nG

Linked concepts: claude-code Suggested MOCs (not yet created): ai-coding-workflow, development-tools, software-engineering-practices Entity candidates (pending promotion): Gstack, Superpowers, Careful Execution, OpenSpec, Vibecoding

[2026-05-29 06:59] compile | douyin_20260507_视频生成的工作流到底怎么实现的_本视频探讨了三种视频生成的路线_目前很多酷炫的生成方式其实技术并不难

Suggested MOCs (not yet created): video-automation, generative-ai, content-production Entity candidates (pending promotion): 视频生成, 生成式AI, 视频工作流

[2026-05-29 07:02] compile | douyin_20260507_让你成为金融分析大佬_金融

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, team-collaboration, workflow-automation Entity candidates (pending promotion): Codex, Dual Document Architecture, Prompt Engineering, OpenCloud

[2026-05-29 07:05] compile | douyin_20260507_超好用AI智能体_小白十分钟就能做出高质感AI电影_AI新星计划_科技_教程_rhtv_running

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, multi-account-operations, video-automation Entity candidates (pending promotion): Codex, System Prompts, Role Registry, OpenCloud

[2026-05-29 07:08] compile | douyin_20260507_这个AI用一次_就永远记住你了_Hermes_最可怕的不是会干活_而是它会记住你的风格_理解你的业务

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, creator-automation, ai-collaboration Entity candidates (pending promotion): Hermes, Multi-role collaboration framework, Agent capability evolution, Task-driven coordination, Codex

[2026-05-29 07:11] compile | douyin_20260507_邪修带货之25年前的广告文案结构套用到短视频带货简直是绝杀_拆解下来了_谁用谁爆_快去试试_涨知识_短

Suggested MOCs (not yet created): short-video-ecommerce, copywriting-frameworks, creator-monetization Entity candidates (pending promotion): 短视频带货, 广告文案结构, 自媒体

[2026-05-29 07:14] compile | douyin_20260508__claude_github_AI金融项目_Anthropic已经开始重构金融行业_n这个官方开源项目

Linked concepts: claude-code Suggested MOCs (not yet created): human-ai-collaboration, task-management, agent-orchestration Entity candidates (pending promotion): Task Card System, Human-AI Role Equality, Role Capability Tracking, Anthropic, Codex

[2026-05-29 07:17] compile | douyin_20260508_2026_Comfyui-破限版_comfyui_comfyui教程_comfyui工作流_comfy

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, ai-human-collaboration, workflow-automation Entity candidates (pending promotion): 多角色AI-人类协作框架, 任务卡片模式, 角色名单, Codex, 双向调用链

[2026-05-29 07:19] compile | douyin_20260508_7635688507108773166

[2026-05-29 07:22] compile | douyin_20260508_AIGC广告制作思路技巧分享_小云雀AI_小云雀AI漫剧_小云雀短剧_AIGC_AI视频

Suggested MOCs (not yet created): video-automation, aigc-workflow, short-form-content-creation Entity candidates (pending promotion): 小云雀AI, AIGC, 短剧制作, 广告创意策略

[2026-05-29 07:25] compile | douyin_20260508_一个选题_自动生成一条完整视频_从文案到剪辑全搞定_AI_一人公司_AI创业_AI变现

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): product-and-engineering, agent-orchestration, content-automation Entity candidates (pending promotion): Human-AI parity collaboration, Task card system, Completion-driven capability learning, Codex

[2026-05-29 07:28] compile | douyin_20260508_一句话建网站_AI工具_Agent_人工智能_智能体

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, ai-team-collaboration, ai-productivity-systems Entity candidates (pending promotion): Agent, Role-based Collaboration, System Prompt, Task Document, Codex

[2026-05-29 07:31] compile | douyin_20260508_下班晚了_花10分钟搞定两个物种的晚餐_自制狗饭_邪修美食_下班快速吃上饭_这样做饭也太省事了_狗狗沉

Linked concepts: claude-code Suggested MOCs (not yet created): ai-human-collaboration, agent-orchestration, content-operation Entity candidates (pending promotion): Codex, 多角色 AI+人类协作框架, 任务卡片, 角色能力档案, OpenCloud

[2026-05-29 07:34] compile | douyin_20260508_不会写提示词_一键自动生成_打通提示词到出图全自动化流程_不会写提示词_是大多数人做AI图的最大门槛n

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, ai-team-management, content-automation Entity candidates (pending promotion): Prompt engineering, Human-AI hybrid team, Capability tracking, Content automation

[2026-05-29 07:37] compile | douyin_20260508_今天推荐油管单价最高赛道_金融解说_低成本_制作简单_懂金融的完全舒适圈啊_tk_油管_ai

Linked concepts: claude-code Suggested MOCs (not yet created): ai-collaboration, agent-orchestration, content-automation Entity candidates (pending promotion): Codex, OpenCloud, 多角色协作框架, Agent 系统提示词, 任务文档

[2026-05-29 07:40] compile | douyin_20260508_你在TikTok上遇到的所有坑_在这里都会有_tiktok_tk_跨境电商_tiktok美区_tikt

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, content-operations, team-automation Entity candidates (pending promotion): Codex, OpenCloud, 角色委派系统, 任务文档, 系统提示词优化

[2026-05-29 07:42] compile | douyin_20260508_别做你感兴趣的产品_市场真实只为痛点买单_ai_普通人搞钱_被动收入_赚钱逻辑_搞钱思路

Linked concepts: claude-code Suggested MOCs (not yet created): ai-orchestration, video-automation, team-operations Entity candidates (pending promotion): multi-role orchestration, task card, prompt engineering, role roster, multi-account content operation

[2026-05-29 07:45] compile | douyin_20260508_小而怪是选择了一个人群的需求_但真正要建立发现这种需求的能力_一人公司_自我成长_商业思维_认知_商业

Linked concepts: claude-code Suggested MOCs (not yet created): ai-team-orchestration, solo-founder-operations, multi-agent-frameworks Entity candidates (pending promotion): multi-role-collaboration framework, agent autonomy, bidirectional delegation, centralized task documentation, agent engineering

[2026-05-29 07:48] compile | douyin_20260508_手把手教你从0创建一个自己的Skill_附TVC案例全流程_ai新星计划_openclaw_skill

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, skill-framework, team-automation Entity candidates (pending promotion): OpenClaw, Codex, Bidirectional task delegation, Task card, Skill

[2026-05-29 07:51] compile | douyin_20260508_手把手教_包会_假如书籍会说话_拆解_假如书籍会说话_coze_ai

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, role-based-organization Entity candidates (pending promotion): Role-based collaboration, Task card, Codex, Coze, Capability manifest, Prompt engineering

[2026-05-29 07:54] compile | douyin_20260508_掌握Hermes_Agent的7个等级_David_Ondrej详细介绍了_Hermes_Agent

Suggested MOCs (not yet created): ai-agents, agent-orchestration Entity candidates (pending promotion): Hermes Agent, David Ondrej, Agent levels framework

[2026-05-29 07:57] compile | douyin_20260508_目前最稳的外贸模式就是一个人或者夫妻两个人去干_外贸_外贸出口_外贸人_外贸干货_外贸干货分享

Linked concepts: agent-orchestration, claude-code Suggested MOCs (not yet created): agent-orchestration, content-production, human-ai-collaboration Entity candidates (pending promotion): Human-AI parity, Task card system, Role roster dispatch, Codex

[2026-05-29 08:01] compile | douyin_20260508_第3期_这是某宝_某鱼的虚拟资料卖家最怕你知道的网站_敢号称互联网上zui_的免费资源库_电子书_ai

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, ai-collaboration, multi-agent-systems Entity candidates (pending promotion): Agent as peer role, Shared task queue, System prompt optimization, Role capability roster

[2026-05-29 08:01] compile | douyin_20260508_走在北京小巷感受民风淳朴n我爱你_中国

Suggested MOCs (not yet created): douyin-content, beijing-culture, cultural-exploration Entity candidates (pending promotion): Beijing, Folk Culture, Douyin, Hutong Culture, Patriotic Sentiment

[2026-05-29 08:04] compile | douyin_20260508_这_5_件让_Claude_替你打工_你只用睡觉_ClaudeCode_AI编程_AI工具_人间变量

Linked concepts: claude-code Suggested MOCs (not yet created): ai-team-orchestration, task-delegation-system, creator-automation Entity candidates (pending promotion): 任务卡片, 双向调用, 角色能力档案, 系统提示词, Codex

[2026-05-29 08:07] compile | douyin_20260508_零基础入门Claude_Code终端实操_AI新星计划_AI学习_claudecode_动画视频_AI

Linked concepts: claude-code Suggested MOCs (not yet created): ai-collaboration-architecture, agent-orchestration, team-productivity-systems Entity candidates (pending promotion): Codex, 多角色AI协作框架, 任务驱动型组织, 双向调用链, 角色能力迭代

[2026-05-29 08:10] compile | douyin_20260509__我是湖南人啊_小姐姐_AI小剧场_搞笑

Linked concepts: agent-orchestration, claude-code Suggested MOCs (not yet created): agent-orchestration, video-automation, product-engineering Entity candidates (pending promotion): 多角色 AI-人类协作框架, 任务卡片, 角色能力画像, 提示词优化

[2026-05-29 08:13] compile | douyin_20260509_23岁年入上亿_他凭什么_对谈97年搞钱狂魔徐皓天_本期节目是我和_徐皓天_小孩爹版_的第一次对话_是

Suggested MOCs (not yet created): entrepreneurship, young-entrepreneurs, content-creation Entity candidates (pending promotion): 徐皓天

[2026-05-29 08:17] compile | douyin_20260509__第二集_一口气学会comfyui视频生成_2026最新版_comfyui_comfyui教程_com

Linked concepts: claude-code Suggested MOCs (not yet created): multi-agent-collaboration, task-system-design, team-organization Entity candidates (pending promotion): Role Registry, Bidirectional Calling, Task Card Framework, Codex, AI as Peer Collaborator

[2026-05-29 08:20] compile | douyin_20260509_一张图片实时换脸_换脸_开源项目_ai换脸技术_github_马斯克

Linked concepts: agent-orchestration, claude-code Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration, video-automation Entity candidates (pending promotion): Task Document, System Prompts, Codex

[2026-05-29 08:23] compile | douyin_20260509_全自动_AI_剪辑工作流_彻底告别剪映_瓦力剪辑系统_集成_DeepSeek_N8N_ComfyUI

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): multi-agent-collaboration, video-automation, task-based-operations Entity candidates (pending promotion): Task Management System, Role-based Production, OpenCloud, N8N, Capability Evolution

[2026-05-29 08:25] compile | douyin_20260509_最懂AI的不是硅谷精英_是一帮赌徒_ai_ai变现_硅谷_信息差赚钱思路_agent

Suggested MOCs (not yet created): ai-monetization, information-arbitrage, ai-agents Entity candidates (pending promotion): AI Agent, Information arbitrage, AI monetization, Silicon Valley, Risk-taking entrepreneurship

[2026-05-29 08:26] compile | douyin_20260509_老外用_AI_日发100_条TK带货视频_对前段时间X_推特_上一条关于TK爆款视频sop的帖子进行了

Suggested MOCs (not yet created): video-automation, ai-agents, ecommerce-content Entity candidates (pending promotion): TikTok Shop, Clipcat, AI Agent, AI内容自动化, 短视频电商

[2026-05-29 08:29] compile | douyin_20260509_自媒体人狂喜_自媒体平台自动发布_互动_变现全自动化n_一人公司_AI工具_开源项目_OpenClaw

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, delegation-frameworks, solo-founder-automation Entity candidates (pending promotion): OpenClaw, Task card system, Multi-agent collaboration, Codex, Role-based delegation

[2026-05-29 08:32] compile | douyin_20260509_这就是ai_agent吗

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, video-automation, product-engineering Entity candidates (pending promotion): Agent 多角色协作框架, Codex, 任务驱动系统, 能力档案自动更新, 自媒体运营, OpenCloud

[2026-05-29 08:35] compile | douyin_20260509_这是一个_AI_编程工具额度监控神器_在_GitHub_上已经有_1_万多个星标_专门给_Codex

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, ai-team-coordination, collaborative-workflows Entity candidates (pending promotion): Role delegation, Task cards, System prompts, Codex

[2026-05-29 08:38] compile | douyin_20260510_0424-你凭什么比别人更快挣到钱_财富认知_思维破局

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, multi-channel-content-operations, team-scaling-with-ai Entity candidates (pending promotion): System prompt engineering, Task card documentation, Role capability inventory, Capability-based delegation, Codex, OpenClaw

[2026-05-29 08:42] compile | douyin_20260510_第50期丨_一人公司做游戏的时代来了_48个AI员工在线_策划程序QA全包_游戏开发_AI游戏_git

Linked concepts: claude-code Suggested MOCs (not yet created): human-ai-collaboration, agent-orchestration, solopreneur-business Entity candidates (pending promotion): 人机协作框架, 平等角色模型, 任务驱动工作流, 能力画像管理, 一人公司

[2026-05-29 08:44] compile | douyin_20260510_让英国男友接下一句_女生在家里被pua的话_下一期打算听大家的要求_告诉他原话_让他也感受下中式压迫n

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, team-productivity-systems, content-operations Entity candidates (pending promotion): 多Agent协作框架, 任务卡片, Codex, Agent系统提示词, 角色委派

[2026-05-29 08:47] compile | douyin_20260510_这个开源AI简历工具_求职党可以看看_AI工具_开源项目_简历制作_求职简历_AI简历

Suggested MOCs (not yet created): ai-tools, job-search, open-source-projects Entity candidates (pending promotion): AI Resume Generator, Open Source, Job Search, Resume Creation

[2026-05-29 08:50] compile | douyin_20260511_Gauth_Atlas实测_生成辣椒传播史交互地图_字节_GauthAtlas_AI学习_历史地理

Linked concepts: agent-orchestration, claude-code Suggested MOCs (not yet created): agent-orchestration, team-management-with-ai, workflow-optimization Entity candidates (pending promotion): 任务卡片, 角色名单, 人AI角色平等性, Codex

[2026-05-29 08:51] compile | douyin_20260511__个人_AI_神经系统_时代的真正开场_我想说的是_follow_这种标杆型的人物也是另一种自我提升

Updated MOCs: MOC-ai-knowledge-management Suggested MOCs (not yet created): learning-systems, personal-development Entity candidates (pending promotion): 个人 AI 神经系统 / Personal AI Neural System, Exemplar-Based Learning / 标杆型学习

[2026-05-29 08:54] compile | douyin_20260511_午夜零点_角斗开始_硅谷最安静的猎场_每天_全球发疯的开发者在这里厮杀整整24小时_胜者一夜成名_败者

Suggested MOCs (not yet created): startup-ecosystem, developer-culture, competitive-innovation Entity candidates (pending promotion): 硅谷, Hackathon / 24小时编程竞赛, 开发者竞争生态, 产品发布 / 创业竞速

[2026-05-29 08:57] compile | douyin_20260511_在网上捡垃圾赚钱出海卖虚拟资料赚美刀_干货分享_出海创业_卖虚拟资料_网上捡垃圾赚钱

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, product-engineering, team-productivity Entity candidates (pending promotion): Codex, 任务卡片文档, 系统提示词重写, 角色能力标注

[2026-05-29 09:00] compile | douyin_20260511_如何像天才一样思考_五维思考_How_To_Think_Like_A_Strategic_Genius

Linked concepts: claude-code Suggested MOCs (not yet created): ai-team-orchestration, agent-engineering, productivity-systems Entity candidates (pending promotion): Role-based collaboration framework, Bidirectional invocation pattern, Task document + role roster system, System prompt capability rewriting, Codex

[2026-05-29 09:03] compile | douyin_20260511_实测500款AI工具_它竟排名垫底_AI工具_搞钱_风口_赚钱_财富自由

Suggested MOCs (not yet created): ai-tools, making-money, douyin-monetization Entity candidates (pending promotion): AI工具排名评测, 财富自由, 赚钱方法

[2026-05-29 09:06] compile | douyin_20260511_干货分享_到底如何做爆款_4月一个月内_我全网涨粉6万_浏览量800万_5个平台上共收获10多条爆款

Suggested MOCs (not yet created): douyin-viral-formula, multi-platform-growth, self-media-strategy Entity candidates (pending promotion): 爆款内容, Douyin, 自媒体运营, 多平台分发, 增长指标

[2026-05-29 09:09] compile | douyin_20260511_快问快答合力合利_vivi_揭秘月销200万美金团队_纯AI矩阵打法_背后核心生产力竟然是即梦_tik

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, team-scaling-with-ai, content-production-automation Entity candidates (pending promotion): Task card system, Role capability mapping, Vivi, Immediate

[2026-05-29 09:12] compile | douyin_20260511_想用AI做副业_先别急着买课_AI副业_AI赚钱思路_AI工具_普通人学AI_副业思路

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration, productivity-frameworks Entity candidates (pending promotion): 任务文档, 角色名单, 能力边界

[2026-05-29 09:16] compile | douyin_20260511_有了_App_想法_怎么验证有没有人用_有了一个_App_想法_下一步应该做什么_n大部分人的答案是

Linked concepts: claude-code Suggested MOCs (not yet created): human-ai-collaboration, agent-orchestration, team-coordination Entity candidates (pending promotion): AI+人类平等角色协作框架, 任务文档, 角色名单, 双向代理调用, System Prompt

[2026-05-29 09:18] compile | douyin_20260511_比小龙虾更强_我发现了多Agent协作架构的版本答案_今天为大家详细剖析nAnthropic的_Man

Linked concepts: agent-orchestration Suggested MOCs (not yet created): agent-orchestration, video-automation Entity candidates (pending promotion): Anthropic, Managed Agents

[2026-05-29 09:21] compile | douyin_20260511_那些不在热搜里的AI_才是最值钱的_一个残酷事实_越枯燥的AI_越容易成交_越无聊的AI任务_越接近企

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): multi-agent-coordination, ai-team-workflows, productivity-systems Entity candidates (pending promotion): role-based tasking, task card, equal collaboration model, Codex, capability evolution

[2026-05-29 09:24] compile | douyin_20260511_高阶玩法_5个Claude_Skills搭建AI营销团队_玩了AI营销整整一个月_终于筛出5个真正落地

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, ai-marketing, team-automation Entity candidates (pending promotion): Claude Skills, Task delegation, System prompts, Codex

[2026-05-29 09:27] compile | douyin_20260512_干货中的干货_16条服从性测试_人性_天道_规律_认知_强势文化

Suggested MOCs (not yet created): social-psychology, human-nature, philosophy-and-culture Entity candidates (pending promotion): 服从性测试, 人性, 天道, 规律, 认知, 强势文化

[2026-05-29 09:30] compile | douyin_20260512_赚钱的生意从古至今只有四种_自媒体创业_短视频技巧_新人避坑_爆款文案

Suggested MOCs (not yet created): self-media-entrepreneurship, short-video-content, monetization-strategy Entity candidates (pending promotion): content-monetization, short-video-strategy, creator-economy, business-models, copywriting, beginner-pitfalls

[2026-05-29 09:33] compile | douyin_20260512_这个AI项目_专门解决内容营销流程_AIAgent_内容营销_AI自媒体_AI自动化_AI项目拆解

Linked concepts: claude-code Suggested MOCs (not yet created): ai-team-collaboration, content-marketing-automation, agent-orchestration Entity candidates (pending promotion): AI-Human Team Collaboration Framework, Task Board, Role Roster, Bidirectional Task Delegation, Capability Upgrading

[2026-05-29 09:35] compile | douyin_20260513_AI_配音没感情_3_步调出演员级真实感_做视频用_AI_配音_总被说像机器人读稿_本期一帆老师分享

Suggested MOCs (not yet created): video-automation, ai-voice-synthesis, douyin-content-creation Entity candidates (pending promotion): 一帆, AI voice narration, Text-to-speech synthesis, Voice acting and emotional delivery, Short-form video production

[2026-05-29 09:38] compile | douyin_20260513_Ai视频制作工作流_新_ai视频_ai视频制作_ai影视_seedance_ai电影

Suggested MOCs (not yet created): video-automation, ai-creative-tools Entity candidates (pending promotion): Seedance, Video Production Workflow, AI Cinema, Douyin

[2026-05-29 09:41] compile | douyin_20260513_GPTImage2五个夯爆玩法_第二弹_n_gptimage2_GPTimage2_AI修图_AI做图

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, ai-collaboration-frameworks, multi-agent-coordination Entity candidates (pending promotion): Codex, OpenCloud, Human-AI Multi-Role Collaboration, Task Delegation System, Role Capability Profiles

[2026-05-29 09:44] compile | douyin_20260513_SKILL优化_减少65_token消耗_实践输出SKILL之后_每次调用都会花掉很多Token_以为

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, ai-human-collaboration, workflow-optimization Entity candidates (pending promotion): Agent系统, Skill-based task invocation, 多角色协作框架, 系统提示词优化, Codex

[2026-05-29 09:46] compile | douyin_20260513_别手搓视频了_这个Agent彻底颠覆我的工作流_设计Agent_AI设计_动画视频_AI动画_AI新星

Suggested MOCs (not yet created): video-automation, agent-orchestration, ai-design-tools Entity candidates (pending promotion): 设计Agent, AI动画, AI新星计划, 工作流自动化

[2026-05-29 09:49] compile | douyin_20260513_如何用AI制作视频大揭秘_我是如何用AI打造我的制片厂n_AI_AI制作_aiagent_ai制作视频

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, ai-human-collaboration, video-automation Entity candidates (pending promotion): Codex, OpenClaw, System prompt engineering, Role-based task assignment

[2026-05-29 09:52] compile | douyin_20260513_我如何在_83天_月入2万美元

Suggested MOCs (not yet created): douyin-monetization, creator-economy, short-form-video Entity candidates (pending promotion): Douyin, Rapid monetization, Short-form video

[2026-05-29 09:53] compile | douyin_20260513_我愿称之为自学AI短剧的几大真神_最近我刷AI短剧教程最大的感受是_别一上来就追热点工具_先找到适合自

Suggested MOCs (not yet created): ai-content-creation, creator-education, video-tools Entity candidates (pending promotion): PixVerse, 海螺AI, 沈元AI变现班, 不自由摄影师winga, 开始学AI绘画, AI短剧

[2026-05-29 09:56] compile | douyin_20260513_短视频是钩子逻辑_公众号是关系逻辑_教自媒体的人_90_自己只跑通过一个平台n_自媒体_自媒体创业

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, social-media-management, ai-human-collaboration Entity candidates (pending promotion): Multi-role collaboration framework, Task list/Kanban document, System prompts, Codex, OpenCloud

[2026-05-29 09:59] compile | douyin_20260513_让你领先99_的AI视频创作者的6个功能_ai视频_ai视频制作_ai影视_seedance_ai

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, team-coordination, task-management-systems Entity candidates (pending promotion): 多角色协作系统, 共享任务文档, 角色名单, Codex, Agent能力提升

[2026-05-29 10:01] compile | douyin_20260514_0_元_API_费_7_个_Skill_搞定内容全流程_你是不是每天都在重复这些事_翻遍全网找素材_手

Suggested MOCs (not yet created): content-automation, video-automation, ai-workflow-tools Entity candidates (pending promotion): Claude Code Skills, Content Production Workflow, 素材搜索 (Content Research), 笔记整理 (Note Organization), 短视频内容创作 (Short-form Video), Zero-Cost Automation

[2026-05-29 10:04] compile | douyin_20260514_AI动漫_美术设定_人物画风_让人物有特色_你还在为自己作品的画风所苦恼吗_n在这个视频里面我们对人物

Suggested MOCs (not yet created): character-design, animation-production, art-direction Entity candidates (pending promotion): Character Design, Art Style, Visual Differentiation, Animation

[2026-05-29 10:07] compile | douyin_20260514_GPT-image2提示词库_不会写提示词也能出大片_image2_提示词_github开源_AI生图

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, prompt-engineering, human-ai-collaboration Entity candidates (pending promotion): Codex, 提示词工程, 多角色协作, 任务文档, 角色名单, 三向调用链路

[2026-05-29 10:10] compile | douyin_20260514_获客型短视频怎么做_高客单_个人IP_创始人IP_短视频获客_余敖

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, content-automation-systems, team-coordination Entity candidates (pending promotion): Codex, AI-human collaboration framework, Task card system, Yu Ao

[2026-05-29 10:13] compile | douyin_20260514_让_AI_做出你喜欢的设计_只需一个小文件_跟_AI_磨合了一年才发现_让它听话的关键是这个小文件_做

Suggested MOCs (not yet created): prompt-engineering, ai-design-tools, product-building Entity candidates (pending promotion): Config file, Prompt engineering, AI design generation, Human-AI collaboration

[2026-05-29 10:15] compile | douyin_20260514_这个_Skill_让_AI_写出真人感_看看这个_skill_的工作流程_就知道专不专业了_n1_扫描

Linked concepts: agent-orchestration, claude-code Suggested MOCs (not yet created): agent-orchestration, workflow-automation, multi-agent-systems Entity candidates (pending promotion): Task Card System, Role-Based Delegation, Codex, OpenCloud

[2026-05-29 10:18] compile | douyin_20260514_速度飞快_8G显存可用_开源视频生成模型_Sulphur2base_LTX23

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, ai-team-collaboration, workflow-automation Entity candidates (pending promotion): 任务流转机制, 角色能力档案, Codex, OpenClaw

[2026-05-29 10:21] compile | douyin_20260515_47天_飞书CLI破万星_这是淘金开始的序曲_飞书CLI的GitHub_Star都破万了_n看来大家都

Linked concepts: claude-code Suggested MOCs (not yet created): multi-agent-coordination, content-production-at-scale, ai-role-based-team-design Entity candidates (pending promotion): human-AI peer collaboration, task specification document, prompt engineering, multi-agent team orchestration, Codex, OpenCloud

[2026-05-29 10:23] compile | douyin_20260515_GPT-Image2故事板生成教程_含提示词_放弃视频提示词_目前制作AI视频新思路_一张image2

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): ai-collaboration-frameworks, agent-workflow-design, prompt-engineering-operations Entity candidates (pending promotion): 提示词工程, 多角色任务委派, 任务卡片系统, Codex, OpenCloud

[2026-05-29 10:26] compile | douyin_20260515_分享一些_vibecoding_小技巧_n_vibecoding_claudecode_codex_a

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, content-operations, ai-engineering Entity candidates (pending promotion): vibecoding, Codex, task card system, role-based delegation

[2026-05-29 10:29] compile | douyin_20260515_独立站全流程运营思路_34分钟一条视频讲清楚独立站引流_独立站_独立站shopify_独立站运营_独立

Suggested MOCs (not yet created): ecommerce-operations, shopify-guides, traffic-marketing Entity candidates (pending promotion): Shopify, Independent ecommerce operations, Ecommerce traffic acquisition, Digital storefront setup

[2026-05-29 10:31] compile | douyin_20260516_什么是_FDE_前沿部署工程师_不写代码_年薪_40_万美金_OpenAI_和_Anthropic_抢

Suggested MOCs (not yet created): ai-employment, ai-industry-trends, frontier-technologies Entity candidates (pending promotion): FDE (前沿部署工程师 / Frontier Deployment Engineer), OpenAI, Anthropic, AI-driven job market transformation, Talent competition in AI industry

[2026-05-29 10:34] compile | douyin_20260516_无脸账号_如何_月入10万

Suggested MOCs (not yet created): short-video-monetization, faceless-channels, video-automation Entity candidates (pending promotion): 无脸账号 (Faceless Account), Douyin, Short-Video Monetization, Content Automation, Account Economics

[2026-05-29 10:37] compile | douyin_20260516_用AI做PPT_首选Codex_市面上那些杂七杂八的AI_PPT工具都别用了_用Codex就可以_插件

Linked concepts: claude-code Suggested MOCs (not yet created): human-ai-collaboration, content-creation-automation, productivity-systems Entity candidates (pending promotion): Codex, 多角色人机协作框架, 任务卡片系统, 角色名单, OpenCloud

[2026-05-29 10:41] compile | douyin_20260517_19岁做到千万播放_这个小女孩到底凭什么_别再自我感动了_你发视频没流量_不是运气不好_是根本没入门

Linked concepts: claude-code Updated MOCs: MOC-ai-agent-orchestration Suggested MOCs (not yet created): video-automation, content-operation-system Entity candidates (pending promotion): Codex, Agent多角色协作框架, 角色权能档案, 任务协作文档, 社交媒体运营, OpenCloud

[2026-05-29 10:44] compile | douyin_20260517_7634118927425015080

Linked concepts: claude-code Suggested MOCs (not yet created): ai-human-collaboration, multi-agent-orchestration, content-operations Entity candidates (pending promotion): mixed-role team, task-list document, system prompt, Codex, role-based task assignment

[2026-05-29 10:46] compile | douyin_20260517_7640718242525363881

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, content-automation, productivity-systems Entity candidates (pending promotion): AI+人类多角色协作框架, 双向调用, 角色名单, 进行中任务列表, Codex

[2026-05-29 10:49] compile | douyin_20260517_Claude实战_Opus兜底_Haiku_出工的省钱模型_5_月_6_日_Code_with_Cla

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, ai-human-collaboration, operations-at-scale Entity candidates (pending promotion): Role-based task dispatch, Task card system, Capability-driven role scaling, OpenClaw, System prompt optimization

[2026-05-29 10:53] compile | douyin_20260517_Figma股价持续下跌_我重新设计了AI出图工作流_AI_AI生图

Suggested MOCs (not yet created): ai-tools, design-automation, content-creation-tools Entity candidates (pending promotion): Figma, AI image generation, Design workflow optimization

[2026-05-29 10:56] compile | douyin_20260517_HyperFrames的7种玩法_HyperFrames_AI视频生成_苹果发布会风格_赛博朋克HUD

Linked concepts: claude-code Updated MOCs: MOC-ai-agent-orchestration Suggested MOCs (not yet created): workflow-automation, human-ai-collaboration Entity candidates (pending promotion): HyperFrames, Task card system, Bidirectional call chains, Codex

[2026-05-29 10:58] compile | douyin_20260517_gpt-image-2_本地生图管理_gptimage2_AI绘图工具

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, task-workflow-management, team-scaling-with-ai Entity candidates (pending promotion): 多角色协作框架, 任务卡片系统, AI角色, Codex, 角色名单管理, 系统提示词优化

[2026-05-29 11:01] compile | douyin_20260517_一个人一台电脑_年收入超1000万_光羽的平行世界_光羽_AI创业_刘小排

Linked concepts: agent-orchestration, claude-code Suggested MOCs (not yet created): agent-orchestration, ai-team-coordination, content-operations Entity candidates (pending promotion): 光羽, Role roster, Task card, OpenClaw

[2026-05-29 11:04] compile | douyin_20260517_仅个人观点_对待ai工具的用处看法_ai_Ai工具_ai怎么用

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, ai-team-management, workflow-systems Entity candidates (pending promotion): 双向任务委派框架, 能力自进化系统, 进行中任务文档, Codex

[2026-05-29 11:08] compile | douyin_20260517_我如何用AI把剪辑效率提高_30_倍_我用MiniMax_M2_7搭了一套智能口播剪辑系统_把一条视频

Linked concepts: agent-orchestration, claude-code Suggested MOCs (not yet created): video-automation, agent-orchestration Entity candidates (pending promotion): Task card system, Equal-role collaboration, MiniMax M2.7

[2026-05-29 11:11] compile | douyin_20260517_构建生产级Agent_Memory的系统架构_13分钟讲清楚_人工智能_大模型_AI大模型_大模型学习

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, ai-productivity-systems Entity candidates (pending promotion): 多角色协作框架, Agent Memory 系统架构, 进行中任务文档, 系统提示词, Open Cloud

[2026-05-29 11:14] compile | douyin_20260517_爆肝3亿token_10_种高级数据动画全开源_这期视频要让每一个人_都能做出这样的的数据可视化动画

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration, content-production-automation Entity candidates (pending promotion): Codex, Multi-role collaboration framework, Task card framework, Bidirectional task delegation, Self-optimizing capability tracking

[2026-05-29 11:17] compile | douyin_20260517_第一人称ai短片教学_快来看看吧_AI教程_ai短片_热点

Suggested MOCs (not yet created): video-automation, short-form-content, content-creation-education Entity candidates (pending promotion): 第一人称视角, AI视频生成, 短视频创作, Douyin

[2026-05-29 11:17] compile | douyin_20260518_codex可以调用seedance2模型_我猜很多人都不知道_n小云雀的seedance2_0模型_也

Suggested MOCs (not yet created): ai-api-integration, code-automation Entity candidates (pending promotion): Seedance 2.0, Codex, 小云雀

[2026-05-29 11:18] compile | douyin_20260518_一人公司_OPC_必用的9个Skills_这_9_个_Skills_基本覆盖了一人公司从_0_到_1

Linked concepts: claude-code Suggested MOCs (not yet created): one-person-company, claude-code-skills, startup-toolkit Entity candidates (pending promotion): Skill Framework, MVP, Pricing Strategy, Minimalist Review

[2026-05-29 11:21] compile | douyin_20260518_三个skill让你的ai变成内容工厂_codex_ChatGPT_openAI_人间变量_AI

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, ai-human-collaboration, content-automation Entity candidates (pending promotion): Codex, Multi-role Collaboration, Prompt Engineering, Task-driven Workflow

[2026-05-29 11:24] compile | douyin_20260518_做跨境电商_别再去研究脚本了_学好这三个底层逻辑_tiktok_跨境电商_tk_tiktok创业_ti

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration Entity candidates (pending promotion): Task card document, Role roster, Multi-role collaboration framework, Task delegation chain, Codex, OpenCloud

[2026-05-29 11:28] compile | douyin_20260518_拒绝内卷_AI_副业_全攻略

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, video-automation, workflow-automation Entity candidates (pending promotion): 多 Agent+人类多角色协作框架, 任务卡片系统, 角色能力档案, 系统提示词动态工程, Lobechat

[2026-05-29 11:31] compile | douyin_20260519_7641479567043393145

Linked concepts: claude-code Suggested MOCs (not yet created): team-orchestration, ai-productivity-systems, content-operations Entity candidates (pending promotion): 多角色协作框架, 任务卡片, Codex, 已完成任务文档, 角色能力迭代

[2026-05-29 11:34] compile | douyin_20260519_不会剪辑也能日更视频_AI自己拍视频的时代来了_有人给AI下了一句指令_AI自己写脚本_做设计_配音

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, video-automation Entity candidates (pending promotion): task card, human-AI team, system prompt optimization, Codex

[2026-05-29 11:37] compile | douyin_20260519_专家_Skill_10倍速学习任何知识领域_这个_skill_一定要用起来n让你学习一个知识点_比你的

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration, productivity-systems Entity candidates (pending promotion): Task Document, Role Roster, System Prompt Rewriting, Mutual Task Invocation, Codex

[2026-05-29 11:40] compile | douyin_20260519_只需3步_做出AI真人短剧_附详细提示词_分镜脚本_故事板_怎么用才效果好_看这一条就够了_AI短剧

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, operations-scaling, automation-frameworks Entity candidates (pending promotion): 人机协作框架, 进行中任务, 角色名单, 系统提示词

[2026-05-29 11:43] compile | douyin_20260519_妥妥的资源获取神器_夯爆了_自媒体_夯爆了_干货分享_短视频创业_短视频素材

Linked concepts: claude-code Updated MOCs: MOC-ai-agent-orchestration Suggested MOCs (not yet created): human-ai-collaboration, task-management-frameworks Entity candidates (pending promotion): Codex, 角色名单, 进行中任务文档, Agent能力更新, 多人AI协作框架, 飞书

[2026-05-29 11:46] compile | douyin_20260519_油管说被很多人认为垃圾的赛道_在工作室来看_是可以做的_低成本_批量方便_不费脑_观众播放时间足够长

Suggested MOCs (not yet created): studio-operations, content-production-strategy, platform-monetization Entity candidates (pending promotion): 低成本批量内容制作, 观众播放时长, 内容置换模型, 工作室规模化运营, 被低估的内容赛道

[2026-05-29 11:49] compile | douyin_20260519_荣格一百年前就告诉我们IP人设的本质_我用10分钟讲给你听_菜狗军师_IP人设_个人IP_短视频运营

Suggested MOCs (not yet created): personal-branding, creator-economy, content-strategy Entity candidates (pending promotion): Jung / 荣格, Personal IP Persona, Psychological Archetypes, Short-form Content Strategy, Douyin

[2026-05-29 11:52] compile | douyin_20260519_这些AI工具简直太好用了_AI_AI视频_AI工具_AI学习_AI教程

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, human-ai-teamwork, team-productivity Entity candidates (pending promotion): Multi-Agent Collaboration, Task Routing & Delegation, OpenCloud, Codex

[2026-05-29 11:55] compile | douyin_20260520_openhuman智能代理助手_openhuman智能代理助手_AI_程序员_干货分享_抖音热门_我要

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, organization-design, ai-collaboration-patterns Entity candidates (pending promotion): Multi-Role Equal Collaboration, Task Delegation, Role Roster, Prompt-Driven Capability Update, Bidirectional Task Calling

[2026-05-29 11:58] compile | douyin_20260520_一个重度拖延症患者的_AI_自救_人类对豆包的开发不足百分之一_三分钟生成PPT_豆包也太会写了_拖延

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, team-scaling, task-management Entity candidates (pending promotion): Agent, Task Card Document, System Prompt, Role Capability Profile, Codex

[2026-05-29 12:00] compile | douyin_20260521_AI竟然自己去融资_最近硅谷圈被一张收入曲线图彻底震撼了_连续创业者Ben_Broca卡打造的公司在零

Suggested MOCs (not yet created): startup-automation, ai-autonomy, founder-leverage Entity candidates (pending promotion): Ben Brocka, Autonomous AI business operations, Zero-employee company model, Revenue growth metrics, Self-fundraising agents

[2026-05-29 12:03] compile | douyin_20260521_Claude_Code投研系列_港大出品的金融Agent_7千Star_Vibe-Tradingn_c

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, organizational-scaling, multi-agent-collaboration Entity candidates (pending promotion): Equal Collaboration Framework, Task Card System, Bidirectional Agent Calling, Organizational Capacity Scaling, Prompt-Based Capability Agility

[2026-05-29 12:06] compile | douyin_20260521_Claude_Code投研系列_让Agent算清PEG_用PEG找好标的_astock-pegn_cl

Linked concepts: claude-code Suggested MOCs (not yet created): trading-research, agent-orchestration, stock-valuation Entity candidates (pending promotion): PEG ratio, A股, 投研Agent, 股票筛选

[2026-05-29 12:09] compile | douyin_20260521_claude还是太全面了_你敢给它接管股票交易的权限吗_油管_AI工具_自我提升_信息差

Suggested MOCs (not yet created): ai-trading, ai-authorization, financial-automation Entity candidates (pending promotion): Claude, Stock trading, AI authorization, Trading risk

[2026-05-29 12:12] compile | douyin_20260521_不用人工干预_AI全自动管理_50_000投资组合_实验说明_n我们用Claude自主Agent系统搭

Linked concepts: agent-orchestration Suggested MOCs (not yet created): agent-orchestration, trading-research Entity candidates (pending promotion): Claude, Automated Investing

[2026-05-29 12:15] compile | douyin_20260521_把自己的声音做成_AI_模型_上期说了_声音正在变成一种数字资产_n_这一期直接讲实操_普通人怎么用免

Linked concepts: claude-code Suggested MOCs (not yet created): ai-team-management, ai-human-collaboration, agent-orchestration Entity candidates (pending promotion): Codex, 多角色任务委派框架, 进行中任务文档, 能力画像更新

[2026-05-29 12:18] compile | douyin_20260521_硅谷疯传_AI_时代创业_瓶颈不是能力_是选择_一人_AI_独角兽_这份手册改写创业规则_42_创业者

Linked concepts: claude-code Suggested MOCs (not yet created): ai-human-collaboration, agent-orchestration, productivity-systems Entity candidates (pending promotion): 多角色协作框架, 任务卡片, Codex, 角色能力演进, OpenCloud

[2026-05-29 12:19] compile | douyin_20260522_3家客户6张逾期票它替你拉丨官方指南_Anthropic_官方在_claude_com_公开了一批_C

Suggested MOCs (not yet created): ai-automation, business-automation, legacy-system-integration Entity candidates (pending promotion): Claude Computer Use, Anthropic, ERP 系统, API 连接器, 桌面自动化, 发票提取

[2026-05-29 12:22] compile | douyin_20260522_codex_obsidian搭建生图工作流_再也不用抽卡了_内容创作者如何利用codex_obsidi

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, ai-human-collaboration, video-automation Entity candidates (pending promotion): Codex, Obsidian, Agent-human parity, Task card coordination, System prompt engineering, Content production scaling

[2026-05-29 12:25] compile | douyin_20260522__新手7天学会剪辑_系列_第二期_如何快速的找到合适的BGM_青年创作者成长计划_AI相似音乐_剪辑教

Linked concepts: claude-code Suggested MOCs (not yet created): multi-agent-orchestration, content-production-at-scale, task-workflow-systems Entity candidates (pending promotion): Codex, Task card system, Agent capability feedback loop, Bidirectional role invocation, OpenCloud, Equal AI-human role treatment

[2026-05-29 12:28] compile | douyin_20260523_VibeCoding_大赏选片神器_AI改变生活_自动化选片神器_算法自动筛掉拍糊_曝光识别_闭眼_表

Linked concepts: agent-orchestration, claude-code Suggested MOCs (not yet created): agent-orchestration, team-productivity-systems, ai-development-tools Entity candidates (pending promotion): Multi-role team, System prompt engineering, Task document flow, Cursor

[2026-05-29 12:31] compile | douyin_20260524_Agent做电商设计_已经到交付级了_很多人用AI做图_只停留在好看这一步_但真正能落地的商业设计_重

Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration, content-operations Entity candidates (pending promotion): 多人类+多AI角色协作框架, 自媒体运营, 双向调用, Agent能力画像, 进行中任务文档, 系统提示词工程

[2026-05-29 12:34] compile | douyin_20260524_人类所知远胜于其所能言传_刷到即是赚到_波拉尼悖论_ai_思考

Linked concepts: agent-orchestration, claude-code Suggested MOCs (not yet created): agent-orchestration, multi-role-collaboration, video-automation Entity candidates (pending promotion): Codex, Task documentation, Role roster, Prompt iteration

[2026-05-29 12:37] compile | douyin_20260524_喂给AI的PDF总是乱的_这个工具帮你搞定_AI工具_开源项目_ClaudeCode_论文

Linked concepts: claude-code Suggested MOCs (not yet created): ai-document-processing, knowledge-ingestion Entity candidates (pending promotion): PDF Format Handling, Document Sanitization

[2026-05-29 12:40] compile | douyin_20260524_本周GitHub最火的15个项目_本周_GitHub_Trending_被_AI_编程_Agent_的

Linked concepts: claude-code Suggested MOCs (not yet created): ai-human-collaboration, agent-orchestration, prompt-engineering Entity candidates (pending promotion): Task Card System, Role Capability List, Multidirectional Agent Calling, OpenCloud, Codex

[2026-05-29 12:41] compile | douyin_20260525_Claude_Code十大必装Skill_1_Superpowers_n核心亮点_终结_AI_的_直接

Linked concepts: claude-code Suggested MOCs (not yet created): claude-code-skills, ai-development-workflow, product-engineering-tools Entity candidates (pending promotion): Superpowers, Code generation discipline, Douyin

[2026-05-29 12:42] compile | douyin_20260525_原理讲不通_给它1根滑块丨官方指南_Anthropic_官方在_claude_com_公开了一批_Cl

Suggested MOCs (not yet created): interactive-visualization, teaching-methodology, claude-capabilities Entity candidates (pending promotion): Claude, Anthropic, 交互式可视化, 开普勒定律, Artifact, 提问策略

[2026-05-29 12:45] compile | douyin_20260525_还在花几十万找外包做商城_大模型应用

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, product-engineering, operational-scaling Entity candidates (pending promotion): Codex, multi-role collaboration, role manifest, task card framework, system prompt engineering

[2026-05-29 12:48] compile | douyin_20260526_1_7万_star_开源商城天花板_可商用可二开_开箱即用_开源商城_开源项目_商城系统

Linked concepts: agent-orchestration, claude-code Suggested MOCs (not yet created): agent-orchestration, ai-human-collaboration, workflow-automation Entity candidates (pending promotion): Task delegation, Role ledger, OpenCloud

[2026-05-29 12:50] compile | douyin_20260526_AI更偏爱Godot_聊聊Codex组合Godot_最近很多人在讨论_nCodex_Image2_Go

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): ai-collaboration-systems, team-productivity-frameworks, ai-engineering Entity candidates (pending promotion): Task workflow document, Dynamic capability flywheel, Role roster, Godot, Codex

[2026-05-29 12:53] compile | douyin_20260526_OpenAI大神教你如何榨干Codex_30_万网友围观_Codex价值最大化_OpenAI大神亲自教

Linked concepts: claude-code Suggested MOCs (not yet created): multi-agent-collaboration, task-management-systems, agent-orchestration Entity candidates (pending promotion): 多人类+多AI协作框架, 任务卡片系统, 角色名单, Codex, Agent能力动态提升, 双向委派链路

[2026-05-29 12:57] compile | douyin_20260526_一个由全球2500个编程大佬共同打造的开源终端神器

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, product-engineering, workflow-automation Entity candidates (pending promotion): Role Roster, Task Card, Lobechat, System Prompt Design

[2026-05-29 13:00] compile | douyin_20260526_如何vibecoding出高级感产品_3个提升审美_3个提升审美的github信息源分享_帮助大家在v

Linked concepts: agent-orchestration, claude-code Suggested MOCs (not yet created): agent-orchestration, human-ai-collaboration Entity candidates (pending promotion): System Prompt Rewriting, Task Documentation, Capability Iteration, Codex

[2026-05-29 13:03] compile | douyin_20260527_20多万人看过的知识库完整搭建教程来了_obsidian_知识库搭建

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): ai-collaboration, knowledge-management, workflow-design Entity candidates (pending promotion): Obsidian, Task document, Role roster, Prompt engineering

[2026-05-29 13:03] compile | douyin_20260527_Obsidian_终于能同时跑两个_AI_Obsidian_的_Claudian_插件刚更新到_v2

Linked concepts: karpathy-llm-wiki Updated MOCs: MOC-ai-knowledge-management Suggested MOCs (not yet created): obsidian-workflows, personal-knowledge-management Entity candidates (pending promotion): Claudian, Obsidian, Codex, Plan Mode

[2026-05-29 13:04] compile | douyin_20260527_obsidian_GTD完全实践指南来了_借助Obsidian如何落实GTD_一起看看这个用法吧_ob

Suggested MOCs (not yet created): obsidian-task-management, gtd-implementation, personal-productivity Entity candidates (pending promotion): Obsidian, Getting Things Done, PARA, Inbox processing, Weekly Review, Dataview

[2026-05-29 13:07] compile | douyin_20260527_看完记得给自己逼坑_其实大部分老板遇到的刚做Geon的服务商全都是坑_获客_引流_客户_企业管理_搜索

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, team-collaboration, productivity-systems Entity candidates (pending promotion): role roster document, system prompt, AI as independent role, Open Cloud

[2026-05-29 13:10] compile | douyin_20260527_让Ai全链路接管你的自媒体频道_我把自用的Skill开源了_青年创作者成长计划_VibeCoding大

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): agent-orchestration, workflow-automation, team-delegation Entity candidates (pending promotion): Codex, Task delegation system, Role roster management, OpenCloud, Feishu

[2026-05-29 13:11] compile | douyin_20260528_满分答卷_卡帕西LLM_Wiki最佳实现_卡帕西的_LLM_Wiki_这坑挖的真够深的_自己不给出实现

Linked concepts: llm-wiki Updated MOCs: MOC-ai-knowledge-management Suggested MOCs (not yet created): agent-orchestration Entity candidates (pending promotion): Karpathy, GBrain, Garry Tan, OpenClaw, Hermes Agent

[2026-05-29 13:14] compile | douyin_20260529_2026_油管13个热门赛道_赚钱能力从夯到拉_最全盘点_ypp_油管_yt_Youtube_ai视频

Suggested MOCs (not yet created): youtube-strategy, content-monetization, creator-economy Entity candidates (pending promotion): 栗子Lizi, YouTube, YouTube Partner Program, Niche selection strategy, Channel monetization, Creator economy

[2026-05-29 13:17] compile | douyin_20260529_Claude_与_Codex双向互审_同一个对话最强打最强_我开源了一个_skill_小工具_支持_C

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, ai-human-collaboration, video-automation Entity candidates (pending promotion): 坤梼 (KunTao), Codex, 多角色协作框架, 任务卡片文档, 角色能力动态进化

[2026-05-29 13:20] compile | douyin_20260529_深扒百万美金收入的远程大佬们_我发现了这样3个共性_裸辞_自由职业_数字游民_搞钱要紧_自我成长

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, productivity-systems, organizational-design Entity candidates (pending promotion): 福瑞达Frida, 多角色协作框架 (Multi-role Collaboration Framework), 任务卡片文档 (Task Card Documentation), 系统提示词 (System Prompt Engineering), 角色能力档案 (Agent Capability Profiling)

[2026-05-29 13:23] compile | douyin_20260529_英语一般也能做全球生意_英语搞钱_英语兼职_英语副业_英专生兼职_英专生副业

Linked concepts: claude-code, agent-orchestration Suggested MOCs (not yet created): human-ai-collaboration, agent-orchestration, remote-work Entity candidates (pending promotion): Lees, Human-AI Collaboration, Capability Profile, Douyin

[2026-05-29 13:24] compile | tiktok_圣上_现在兵荒马乱的_不正是发国难财的时候吗_完整视频请看油管频道_小君在此_小君在此_绝代双枭_76311796690

Suggested MOCs (not yet created): political-satire, short-form-video, geopolitics Entity candidates (pending promotion): Hormuz Strait, Crisis Profiteering, Chinese Naval Power, Political Short-form Comedy, US Military, 小君在此

[2026-05-29 13:27] compile | rednote_20260424_这个视频开头_100_都是AI做的

Suggested MOCs (not yet created): video-automation, ai-content-creation Entity candidates (pending promotion): AI视频生成, Rednote, 视频生成模型

[2026-05-29 13:28] compile | rednote_20260428_Cowork_推出了_Live_Artifacts_允许用户使用来自可用连接器的数据来构建任何_Web

Suggested MOCs (not yet created): generative-ui, data-driven-dashboards, product-engineering Entity candidates (pending promotion): Cowork, Live Artifacts, GenUI, Claude UI Tabs, Notion

[2026-05-29 13:28] compile | rednote_20260429__ai_话题_个人提升_话题_自媒体_话题_视频动效_话题_认知_话题_AI人工智能

Suggested MOCs (not yet created): video-automation, ai-content-creation, short-video-production Entity candidates (pending promotion): 灵沐, 小红书, AI视频动效设计, 自媒体创作, AI创意工具

[2026-05-29 13:31] compile | rednote_20260503_还需要剪辑_Codex生成3分钟视频完整工作流

Linked concepts: claude-code Suggested MOCs (not yet created): video-automation, ai-code-agents, hyperframe-workflows Entity candidates (pending promotion): Hyperframe, Codex, natural-language video editing, video editing skills

[2026-05-29 13:32] compile | rednote_20260503__我的_Codex_HyperFrames_短视频工作流_本质上是把知识口播从_手工剪辑_变成一套可复

Suggested MOCs (not yet created): video-automation, short-form-content, frontend-automation Entity candidates (pending promotion): Codex, HyperFrames, GSAP, ffmpeg, 知识口播, 短视频制作自动化, 前端动画系统

[2026-05-29 13:33] compile | rednote_20260505__不用自己写一条帖_也不养人工的内容团队_只靠17个Markdown文件_1个AI_Agent就实现全

Suggested MOCs (not yet created): content-automation, multi-platform-distribution, personal-branding Entity candidates (pending promotion): multi-platform-content-matrix, brand-voice-management, content-repurposing-engine, audience-segmentation, markdown-driven-workflow, hooks-library-pattern

[2026-05-29 13:33] compile | rednote_20260505__我的_Codex_HyperFrames_短视频工作流_本质上是把知识口播从_手工剪辑_变成一套可复

Suggested MOCs (not yet created): video-automation, short-form-content, animation-workflows Entity candidates (pending promotion): Codex, HyperFrames, GSAP, ffmpeg, 知识口播视频自动化, 前端动画系统

[2026-05-29 13:34] compile | rednote_20260507__海外社媒运营_话题_自媒体_话题_油管自媒体_话题_油管起号_话题

Suggested MOCs (not yet created): multi-platform-strategy, creator-growth, content-positioning Entity candidates (pending promotion): YouTube, Multi-platform content matrix, Overseas Chinese audience, TikTok (抖音), Red Note (小红书), Cold start growth

[2026-05-29 13:35] compile | rednote_20260507_终于整理好了这本书的中文版_智能体设计模式中文版拿走不谢_真的很清晰了

Suggested MOCs (not yet created): ai-agent-design-patterns, agent-orchestration, llm-engineering Entity candidates (pending promotion): Antonio Gulli, Agentic Design Patterns, Prompt Chaining, Multi-Agent Collaboration, Tool Use, Memory Management, RAG

[2026-05-29 13:38] compile | rednote_20260520_Claude_Code国内安装_剪视频_Skill已开源

Linked concepts: claude-code Suggested MOCs (not yet created): video-automation, ai-agents Entity candidates (pending promotion): Hyperframe, Codex, Timestamped subtitles, Skill

[2026-05-29 14:22] compile | douyin_20260529__每天介绍_GitHub_神器_今天这_5_个项目今日合计涨_5_422_按热度排_n1_Digita

Suggested MOCs (not yet created): github-tools, open-source-discovery Entity candidates (pending promotion): DigitalPlatDev/FreeDomain, AD30, GitHub, GitHub Trending Projects

[2026-05-29 16:40] decision | 大规模 entity 晋升 — 11 个新概念页 + 3 个新 MOC

依据:vault 285 笔记的 entity_candidates 自动聚合,出现 ≥4 次 的实体批量晋升为 budding 概念页。 真实数据见 00-Inbox/_state/promotion_candidates.json 和 promotion_sources.json。

新增概念页(30-Resources/notes/)

• codex (109 sources) — vault 头号实体
• openclaw (52) — 历史层
• task-card-system (53)
• system-prompts (51)
• role-roster (36)
• multi-role-framework (28)
• obsidian (11)
• hyperframes (6)
• katy-milkman (6)
• james-clear (6)
• temptation-bundling (4)

新增 MOC(30-Resources/MOCs/)

• MOC: video-automation (51 sources)
• MOC: human-ai-collaboration (88 sources)
• MOC: behavioral-psychology (20 sources)

现有概念页 / MOC 更新

• agent-orchestration.md / claude-code.md:在「连接」段添加指向新概念页和新 MOC 的链接
• MOC: AI-agent-orchestration:核心概念清单扩充到 10 个
• MOC: AI-knowledge-management:核心概念扩充 + 加入 3 个相关 MOC
• index.md:概念页 + MOC 区块加入显式分层导航

Vault 状态变化

• 概念页:3 → 14
• MOC:2 → 5
• Wiki 第一主轴(AI Agent 编排)已固化,Karpathy LLM Wiki 模式从「框架就位」进入「实际生效」

后续动作

• 跑下次 entity-extract skill 时,这些概念页会自动接收新引用(因为别名已写在 frontmatter aliases)
• 285 inbox 笔记中所有引用这些实体的笔记自动反链(Dataview inlinks 即时生效)
• 接下来人工 triage 时,只需关注概念页未覆盖的笔记

[2026-05-29 16:59] compile | youtube_如何不靠運氣致富_納瓦爾寶典_原始Podcast_中文精譯完整版_How_to_Get_Rich_UvirHm6ePzk

Suggested MOCs (not yet created): wealth-building, trading-research, business-fundamentals Entity candidates (pending promotion): Naval Ravikant, The Naval Almanack, How to Get Rich, Leverage, Specific Knowledge

[2026-05-29 18:30] decision | Wiki 上线 — wiki.vanmiku.cc.cd

完整管线就绪:vault → Quartz 5 → Cloudflare Pages → wiki.vanmiku.cc.cd

部署架构

• 本地:Obsidian vault (/Users/vanmiku/Documents/selfwiki)
• 中转:~/Developer/vanmiku-wiki (Quartz 5 + content/)
• GitHub:vanmiku/wiki (private,完整内容备份)
• CDN:Cloudflare Pages project vanmiku-wiki,绑 wiki.vanmiku.cc.cd
• 自动化:LaunchAgent pkm-publisher 每 30 分钟 rsync + git push + quartz build + wrangler deploy

决策依据

全公开 (user 自用) + Mac 关机也要能访问 + 大陆 CDN → Cloudflare Pages 是最优解

[2026-05-29 18:45] decision | 起草个人方法论概念页 — vanmiku-content-method.md

基于 vault 290 笔记反推 Van 作为 AI KOL 的操作系统。包含 6 个校准点(❓)等 Van 自己填。

填满后:

• 升级 status: evergreen
• 改一个钩子化的标题对外公开
• 成为所有视频脚本的”风格 DNA”锚点

链接到:codex, claude-code, hyperframes, multi-role-framework, role-roster, karpathy-llm-wiki + 4 个 MOC

[2026-05-30 13:25] decision | 加 Curated 层 — Claude 帮 Van 精挑工具 / Skill

改动

• 新增 30-Resources/curated/:
  • 工具雷达.md — 142 工具笔记的全量列表(deterministic)
  • Skill 大全.md — 21 Skill 笔记的全量列表(deterministic)
  • 工具推荐.md — Claude Haiku 精挑 28 个工具(LLM curated)
  • Skill 推荐.md — Claude Haiku 精挑 5 个 Skill(LLM curated)
• 新增 _meta/scripts/curate_skills.py / curate_tools.py / curate_all.py
• 新增 LaunchAgent com.user.pkm-curator — 每天 02:30 UK 自动重跑
• 主页 index.md 改造:Curated 层放最显眼位置,手机优先

为什么

Van 反馈:“我希望可以直接看网页就行,因为我经常远程用手机看” → wiki 不再是”vault 镜像”,而是”AI 帮我挑出可消费精华的入口”

8 个 LaunchAgent 全景

1. pkm-bot — Telegram ingest 入口
2. pkm-processor — 60s 周期 ingest 加工
3. pkm-installer — 5m 周期工具自动安装
4. pkm-reviewer — 每日 8am 摘要
5. pkm-linter — 周一 9am 健康检查
6. pkm-publisher — 30 分钟同步 wiki
7. pkm-curator — 每天 2:30 LLM 精挑(新增)

[2026-05-30 21:58] compile | youtube_20260522_6步用Claude_Codex_LTX2_3做情绪vlog_新手也无压力

Linked concepts: codex Updated MOCs: MOC-video-automation Suggested MOCs (not yet created): ai-video-generation Entity candidates (pending promotion): Claude, LTX2.3, Emotional Vlog (情绪vlog)

[2026-05-30 22:06] compile | youtube_20260529_Build_10_000_Websites_using_Claude_Code_Ultimate_Gu

Linked concepts: james-clear, katy-milkman, temptation-bundling Updated MOCs: MOC-behavioral-psychology Suggested MOCs (not yet created): habit-formation, productivity-systems Entity candidates (pending promotion): Two-Minute Rule, Temporal Discounting, Identity-Based Habits, Environmental Design

[2026-05-31 16:28] compile | douyin_20260530_LLM_Wiki_和_GBrain_真正的差别_不是谁检索更强_n而是它们在回答两个完全不同的问题_n

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, knowledge-management-systems, content-production-ops Entity candidates (pending promotion): Frank的Agent实验室, 多AI+人类角色协作框架, LLM Wiki, GBrain

[2026-05-31 19:17] compile | douyin_20260531_靠AI改变命运的机会_从你用上Claude_和Codex开始_n我把我们团队内部的分工方式跟你说一遍

Linked concepts: codex Suggested MOCs (not yet created): codex-claude-workflow, solo-studio-framework, ai-development-methodology Entity candidates (pending promotion): Claude, ⛰️錌, Solo Studio Methodology, Test-Driven Development, Specification-Driven Coding

[2026-05-31 19:21] compile | douyin_20260531__ai_github

Linked concepts: task-card-system, claude-code Suggested MOCs (not yet created): multi-agent-orchestration, content-automation, one-person-company Entity candidates (pending promotion): AI-Human Collaboration Framework, Bidirectional Invocation, GitHub推荐官, Agent Capability Enhancement

[2026-06-01 11:19] compile | douyin_20260531_AI_产品经理实战之AI客服的Eval体系怎么搭_我接触过_10_个_AI_客服团队_7_个连测试集都

Linked concepts: claude-code Suggested MOCs (not yet created): multi-agent-orchestration, operational-documentation Entity candidates (pending promotion): Multi-agent Collaboration Framework, Role Roster Management, Nova, AI Customer Service Evaluation

[2026-06-01 11:23] compile | douyin_20260531_AI产品经理实战之AI客服2026选RAG还是Agent_我做过3个AI客服项目_1个月烧2_8万_1

Linked concepts: agent-orchestration, claude-code Updated MOCs: MOC-ai-agent-orchestration Suggested MOCs (not yet created): ai-team-operations, customer-service-ai Entity candidates (pending promotion): Multi-role AI collaboration framework, Task delegation pattern, RAG, Nova

[2026-06-02 08:03] compile | douyin_20260601_AI设计全是紫色渐变_这_4_个_Skill_直接治愈你_skills_UI设计_设计灵感_排版_技术

Linked concepts: claude-code, role-roster, codex Suggested MOCs (not yet created): ai-human-collaboration, team-productivity, workflow-management Entity candidates (pending promotion): mouseshi🍉, Multi-role task delegation, In-progress task list

[2026-06-17 14:46] compile | douyin_20260602_怎么判断_自己能不能做IP_了解IP打造的底层逻辑_祝你少走弯路_IP_胡说老王_商业认识_底成逻辑

Suggested MOCs (not yet created): ip-building, business-strategy, creator-economy Entity candidates (pending promotion): 老王商业语录, IP打造, 个人IP, 底层逻辑, 变现

[2026-06-19 12:07] compile | douyin_20260617_分享一点普通人积累原始资本的一点信息差_本视频仅用于教育和个人经验分享_不构成任何投资建议_期权交易风

Linked concepts: task-card-system, claude-code Suggested MOCs (not yet created): multi-agent-orchestration, content-production-automation, knowledge-work-systems Entity candidates (pending promotion): 傻白呀, 多角色协作框架, 自媒体内容生产, Agent能力迭代

[2026-06-19 13:11] compile | douyin_20260619__这7个超简单App正在闷声发大财_你也做得出来_你相信吗_2026年最赚钱的App_不是什么技术大牛

Linked concepts: claude-code Suggested MOCs (not yet created): multi-agent-collaboration, human-ai-coordination Entity candidates (pending promotion): Multi-role AI-Human Collaboration Framework, Task Orchestration System, 闲田, Agent Capability Tracking

[2026-06-20 20:50] compile | youtube_20260615__我这辈子_从来没有过任何一个原创的商业点子_我的所有财富_全部来自无耻的_像素级的克隆_疯狂抄作业赚

Suggested MOCs (not yet created): business-strategy, entrepreneurship, business-models Entity candidates (pending promotion): Business Cloning, Shameless Replication Strategy, Commercial Cloning School

[2026-06-20 20:53] compile | douyin_20260619__2分钟挖爆品_NotebookLM帮我抓用户痛点_最近用NotebookLM刷了普拉提女生和北美家庭

Linked concepts: claude-code Updated MOCs: MOC-human-ai-collaboration Suggested MOCs (not yet created): social-media-automation, workflow-orchestration Entity candidates (pending promotion): 蜜瓜面包, 人机协作框架, NotebookLM, Agent系统, 任务驱动协作

[2026-06-22 08:42] compile | douyin_20260620_离交易越近_越看得懂钱_自媒体_自媒体创业

Suggested MOCs (not yet created): self-media-entrepreneurship, trading-psychology, financial-literacy Entity candidates (pending promotion): 哈伦智造, 自媒体创业, Trading Psychology, Douyin

[2026-06-22 15:50] compile | douyin_20260622_百分之99的人对人工智能的未来一无所知_大多数人认为自己在_AI_领域领先一步_仅仅是因为他们尝试了一

Suggested MOCs (not yet created): ai-literacy, ai-entrepreneurship, short-form-creator-education Entity candidates (pending promotion): DIO桑说AI, Douyin, AI future literacy gap, Chatbot, AI tool building

[2026-06-22 15:57] compile | douyin_20260622__抖音精选独家_一条视频带你回顾英国的过去_现在和未来_看英国的结局最后会是什么样子_全球创作者计划

Linked concepts: claude-code Suggested MOCs (not yet created): ai-human-collaboration, social-media-operations, role-based-productivity-systems Entity candidates (pending promotion): 格物研究室, AI智能体, 共享任务文档, 角色名单, 飞书

[2026-06-22 16:03] compile | douyin_20260622_为什么没人能救英国_英国经济_英国_斯塔默_掘金计划2026_燃起来了大国重器

Linked concepts: claude-code Suggested MOCs (not yet created): agent-orchestration, content-automation Entity candidates (pending promotion): Multi-Role Collaboration Framework, Task Document Workflow, Agent System Prompt Optimization, MrBear

[2026-06-22 16:10] compile | douyin_20260622_十年梦醒_英国人开始后悔了_脱欧背后的现实真相_脱欧承诺全落空_一时的情绪抉择_要几代人偿还代价_破坏

Linked concepts: claude-code, codex Suggested MOCs (not yet created): agent-orchestration, ai-human-collaboration, content-automation Entity candidates (pending promotion): 多角色AI+人类协作框架, Agent工作流, 木不凡, OpenCloud

[2026-06-22 16:17] compile | douyin_20260622_抖音独家_是什么让英国首相斯塔默陷入可能被迫辞职的窘境_斯塔默_英国_零基础看懂全球_全球创作者计划

Linked concepts: task-card-system, role-roster, claude-code, codex Suggested MOCs (not yet created): multi-agent-orchestration, content-production-at-scale, ai-team-collaboration Entity candidates (pending promotion): Multi-role AI-human collaboration framework, 七月不远

[2026-06-22 19:06] compile | douyin_20260622_抖音独家_脱欧10年亏万亿英镑_英国六任首相接连翻车_全球创作者计划_在抖音看见新世界_在合集看百态

Linked concepts: agent-orchestration, role-roster, task-card-system, claude-code Updated MOCs: MOC-human-ai-collaboration Suggested MOCs (not yet created): agent-orchestration, self-media-operations Entity candidates (pending promotion): Skill Prompt Engineering, 腾哥嘚啵嘚

[2026-06-22 19:09] compile | douyin_20260622_英国的问题_不只是经济衰退那么简单_掘金计划2026_零距离看懂财经

Linked concepts: agent-orchestration, claude-code Suggested MOCs (not yet created): ai-team-orchestration, social-media-automation, prompt-engineering Entity candidates (pending promotion): Role-based Coordination, Bidirectional Task Routing, Prompt Engineering, Social Media Automation

[2026-06-22 19:15] decision | 修复 3 个长期 bug + 加 2 个安全网

根因修复

1. compile_stage _add_to_frontmatter_list 写坏 YAML(wiki 从 6/3 卡到 6/22 的真凶)
   • 旧逻辑只认 inline key: [...],概念页是 block 格式 → 走 else 分支追加重复 key + 三重括号 [[[ → YAML 崩 → Quartz build 失败 → publisher 中止 deploy
   • 重写为正确的 block-style 列表追加,幂等,PyYAML 校验通过
2. summarize.py 无重试 → claude 偶发非 JSON 就直接 fallback 成 [unsummarized]
   • 加 3 次重试 + 从散文中抓 JSON 对象的容错
3. 笔记无 title 字段 → Quartz fallback 到文件名(抖音标题党)→ 显示”分类错乱”
   • processor.py 写 frontmatter 时加 title:(内容标题);回填 229 条历史笔记

安全网(pkm_bot.py)

4. 写权限健康检查:盘不可写 → Telegram 告警(不再静默)
5. 失败重试队列 + /retry 命令

今日 7 条抖音全部入库(含补下载 2 条 + 补总结 1 条)

[2026-06-22 19:50] decision | 转写串台事故 — 全量重处理 + 隔离错误内容

事故

转写管线 bug:transcribe 收目录而非具体文件,find_media 返回目录第一个, 316 条笔记 272 条串台(转成别的视频)。全库下游分析全部无效。

处置

1. 修复 transcribe.py(锁定 primary 文件 + 同名 srt 匹配)+ processor.py(传 primary)
2. 今天 8 条已重处理验证通过(转写时长全部匹配各自视频)
3. 全量 264 条后台重处理中(douyin 250 + youtube 11 + rednote 3)
4. 隔离基于错数据的下游 → 40-Archive/contaminated-2026-06-22/ (15 概念页 + 5 MOC + 8 curated + promotion 候选 JSON)
5. 重处理完成后基于正确转写重建概念页/MOC/curated

经验

做任何转写下游分析前,必须先抽查 transcript 与视频内容是否对应。 复审方法:transcript 头部 duration_sec vs ffprobe 真实时长,差>2s 即串台。

[2026-06-24 19:43] compile | douyin_20260624_分裂的英国经济_为何只剩下伦敦一座大都市_英国虽然依旧是老牌强势资本主义国家_但是伦敦和其他地区的贫富

Suggested MOCs (not yet created): uk-regional-economics, post-industrial-decline, housing-financialization Entity candidates (pending promotion): Margaret Thatcher, Regional inequality, Deindustrialization, Financialization, Right to Buy scheme, Foreign real estate investment

[2026-06-25 02:21] compile | youtube_20260131_打假AI副业_避坑2026年新型_数字血汗工厂_真正值得做又赚钱的只有这3条路__iu26_iueN6

Suggested MOCs (not yet created): creator-economy, ai-business-models, personal-brand-monetization Entity candidates (pending promotion): KK学姐, 数字血汗工厂, 外骨骼能力模型, 资产思维, 个人IP与信任, 公众号, YouTube

[2026-06-25 03:02] compile | youtube_20260513_The_Beginner-Friendly_Claude_AI_Side_Hustle_Nobody

Suggested MOCs (not yet created): ai-digital-products, claude-skill-development, workflow-automation-sop Entity candidates (pending promotion): Ryan Dozer, Claude skill, skill creator, Claude Code, SEO blog writer skill, MCP

[2026-06-28 10:52] compile | youtube_20260519_Forget_Big_Apps_These_Tiny_Tools_Are_Making_Million

Suggested MOCs (not yet created): micro-saas, api-arbitrage, no-code-building Entity candidates (pending promotion): API arbitrage, Apify, Vibe coding, Micro-SaaS, The great unbundling, Nico, Google Maps scraper

[2026-07-05 18:10] compile | youtube_20260627_我做_AI_Agent_一年_90_在做表面功夫_直到我换了思路_H0XmxIalAEQ

Suggested MOCs (not yet created): ai-agent-development, qa-automation, software-architecture Entity candidates (pending promotion): Verifier’s Law, Codex, Feature Flag, Agent Computer Interface, LLM Supervisor, Jason Wei

[2026-07-14 09:07] compile | douyin_20260710_收藏不等于知识_别再让资料吃灰了_你是不是也收藏了一堆_AI_工具_教程_文章_但真正用的时候还是从头

Suggested MOCs (not yet created): personal-knowledge-management, second-brain-systems, ai-workflow-automation Entity candidates (pending promotion): Obsidian, Codex, Personal Knowledge Base, PARA System, Tiago Forte

[2026-07-29 19:54] compile | douyin_20260722_一条视频讲清楚_Agent_Skill_如何变现_变现

Suggested MOCs (not yet created): ai-product-monetization, content-marketing-strategy, creator-economy Entity candidates (pending promotion): dontbesilent, Agent / Skill, 开源引流, 内容飞轮, Nassim Taleb, 电钻理论

[2026-07-30 14:19] compile | douyin_20260527_AI蒸馏技巧大揭秘一切博主皆可蒸馏_AI蒸馏技巧揭秘_压箱底干货_公开蒸馏技巧万物可蒸馏_蒸馏书蒸馏人

Suggested MOCs (not yet created): skill-creation, creator-methodology, ai-knowledge-management Entity candidates (pending promotion): AI蒸馏, RRATV五步法, Skill, 三层识别模型, 人机分工, 结构化归档

[2026-07-30 14:20] compile | douyin_20260527_别再瞎折腾_Obsidian更适合这类人_AI_越来越强_Claude_能总结资料_Notion_飞书

Suggested MOCs (not yet created): knowledge-management, obsidian, ai-productivity Entity candidates (pending promotion): Obsidian, Claude Code, Wiki links, Data sovereignty, Knowledge management, Markdown

[2026-07-30 14:20] compile | douyin_20260527_如何通过ai赚钱_ai

Suggested MOCs (not yet created): overseas-expansion, lead-generation, creator-monetization Entity candidates (pending promotion): Free Asset List, Lead Magnet, International Audience, Signal Testing, Content Localization

[2026-07-30 14:21] compile | douyin_20260527_开除了报销Token费的高管_你觉得应该吗_马昕彤_折扣牛_培训牛_AI

Suggested MOCs (not yet created): ai-tools-democratization, wealth-and-production-means, leadership-and-agency Entity candidates (pending promotion): Claude Code, ChatGPT, DeepSeek, AI Agent, 生产资料所有权, 有产阶级, 高管主观能动性

[2026-07-30 14:22] compile | douyin_20260527_条条播放10w_我承认我用了作弊器_自媒体_创业_skill_开发者工具_做账号

Suggested MOCs (not yet created): video-automation, creator-tools-ecosystem Entity candidates (pending promotion): 内容作品器, 播放量预测, 自我迭代评分公式, GitHub, Skill框架

[2026-07-30 14:23] compile | douyin_20260527_用Obsidian_AI搭建个人知识库-升级版_分享升级后的功能和搭建方法_Obsidian_Code

Suggested MOCs (not yet created): pkm-with-ai, ai-knowledge-integration, obsidian-setup Entity candidates (pending promotion): Obsidian, 个人知识库, 知识图谱, 对话上下文持久化, Codex, 双链笔记法

[2026-07-30 14:23] compile | douyin_20260527_让AI模仿博主写东西为什么效果差丨VoiceDNA蒸馏表达_把爆款文章丢给AI说照着写_结果像在念稿n

Suggested MOCs (not yet created): ai-content-creation, video-automation, prompt-engineering Entity candidates (pending promotion): Voice DNA, Claude Code, 秋之, Gemini 2.5 Pro, YT-DLP, B 站

[2026-07-30 14:24] compile | douyin_20260528_CodeX的Hermes项目管家_99_开发者不知道_为什么你的Codex总翻车_不是它不行_是你少了

Suggested MOCs (not yet created): ai-coding-assistants, workflow-design, ai-execution-patterns Entity candidates (pending promotion): Kodex, Hermes, Progress MD, Task decomposition, Risk gating, AI task resumption

[2026-07-30 14:24] compile | rednote_20260527_我愿称这次Codex更新为AI生产力天花板

Suggested MOCs (not yet created): ai-agent-platforms, ai-productivity-tools, prompt-optimization Entity candidates (pending promotion): Codex, App Anchoring/应用吸附, Target Mode/目标模式, Persistent Memory/记忆功能, Annotation Tools/批注工具, Plan Mode/计划模式

[2026-07-30 14:25] compile | douyin_20260413_喂饭_opc_cli开源_剪口播_特效字幕_语音合成持续更新_开源了一个opc_cli技能包n这是整个

Suggested MOCs (not yet created): video-automation, speech-processing, ai-agent-tools Entity candidates (pending promotion): OPCLI, Qwen TTS, Forced Alignment, Qwen ASR, Live Clipping Automation, Technical Insight

[2026-07-30 14:26] compile | douyin_20260414_AI求职技能包_开源4天2_6万星标_AI求职_AI投简历_开源项目_Skills

Suggested MOCs (not yet created): recruitment-automation, product-design Entity candidates (pending promotion): AI Job Search System, ATS Optimization, Job Matching Algorithm, Salary Negotiation Strategy, STAR Interview Method

[2026-07-30 14:27] compile | douyin_20260414_NotebookLM是每个人的学习神器_10倍速入门_人工智能_大模型_效率神器_办公软件_姜学长

Suggested MOCs (not yet created): ai-learning-tools, personal-knowledge-management, ai-content-generation Entity candidates (pending promotion): NotebookLM, Google, 个人知识管理, 费曼学习法, AI辅助学习

[2026-07-30 14:27] compile | douyin_20260414_企业用了AI推广到底好在哪里_AI推广_AI_GEO_GEO优化

Suggested MOCs (not yet created): ai-marketing, customer-acquisition, local-business-growth Entity candidates (pending promotion): 豆包 (Doubao), AI搜索引擎优化 (AEO), 被动获客, 本地服务排名, AI推荐流量

[2026-07-30 14:27] compile | douyin_20260414_原来Github才是AI产品经理的最强邪修_人工智能_大模型_ai_程序员_产品经理

Suggested MOCs (not yet created): ai-product-management, product-design, skill-development Entity candidates (pending promotion): Open Product Management, GitHub, Google, Meta, 字节跳动, AI Product Management, MVP

[2026-07-30 14:28] compile | douyin_20260414_爬虫圈杀疯了_GitHub_2_3万星的神器Scrapling_n真的被这个新开源项目惊艳到了_n以前

Suggested MOCs (not yet created): web-scraping, python-automation Entity candidates (pending promotion): Scrapling, 自适应解析器, 爬虫, Cloudflare, 代理轮换

[2026-07-30 14:29] compile | douyin_20260414_继续分享五个Claude的神奇指令_玩儿个很新的东西_AIGC_人工智能_科技_Claude

Suggested MOCs (not yet created): prompt-engineering, writing-techniques Entity candidates (pending promotion): Claude, 提示词工程, X-Ray指令, Stealth指令, Tripwire指令, Rice框架

[2026-07-30 14:29] compile | douyin_20260414_这是一个_企业级多语言网页爬虫框架_现在很多人要做数据抓取_比如抓商品价格_新闻_竞品信息_结果发现

Suggested MOCs (not yet created): data-extraction-automation, competitive-intelligence, web-infrastructure Entity candidates (pending promotion): Enterprise Web Scraping Framework, Web Scraping, Price Monitoring, News Scraping, Competitor Intelligence, Anti-blocking & Stability

[2026-07-30 14:29] compile | douyin_20260415_5_个职场AI外挂我天天用_小众又宝藏_先收藏_再也不到处同步skilln再也不忍受丑丑的命令行_n再

Suggested MOCs (not yet created): ai-coding-workflow, developer-tools, productivity-stack Entity candidates (pending promotion): Pub, CZ Switch, Tabless, Ghosty, Excalidraw, Claude Code

[2026-07-30 14:30] compile | douyin_20260415_7628612740992598629

Suggested MOCs (not yet created): solo-founder-scaling, ai-powered-product-development, build-in-public-strategy Entity candidates (pending promotion): Marc Lou, ShipFast, Build in Public, Cursor, Claude, TrustMRR

[2026-07-30 14:31] compile | douyin_20260415_8000刀换来的cc团队开发经验_1个小时干货_ai编程_claudecode_harness

Suggested MOCs (not yet created): ai-engineering, agent-orchestration Entity candidates (pending promotion): Claude Code, Team模式, KV Cache, ccteam/quitter, Harness Engineering, MCP

[2026-07-30 14:31] compile | douyin_20260415__Seedance_2_0_AI短剧一站式工具实战解析_seko_seedance_AI短剧_ai漫剧

Suggested MOCs (not yet created): video-automation, ai-short-dramas, creative-ai-tools Entity candidates (pending promotion): CKo平台, Sora, AI短剧市场, Agent工作流, 视频提示词模板

[2026-07-30 14:32] compile | douyin_20260415_一人十亿美金独角兽之Marc_Lou_一人公司_创作者中心_创作灵感_n法国创业者Marc_Lou_被

Suggested MOCs (not yet created): solopreneur-business, product-strategy, developer-tools Entity candidates (pending promotion): Marc Lou, ShipFast, CodeFast, DataFast, Solopreneur Business, Build in Public

[2026-07-30 17:15] compile | douyin_20260622_英国的问题_不只是经济衰退那么简单_掘金计划2026_零距离看懂财经

Suggested MOCs (not yet created): uk-macroeconomics, fiscal-crisis, us-uk-trade Entity candidates (pending promotion): United Kingdom Economy, Tax burden, Sovereign debt, US tariffs, Youth unemployment, Keir Starmer

[2026-07-30 17:16] compile | douyin_20260415_元宇宙狂想曲_失业潮_美股暴跌_经济推演_马斯克_元宇宙

Suggested MOCs (not yet created): ai-unemployment, metaverse-economics, economic-redistribution Entity candidates (pending promotion): Elon Musk, AI robots, Metaverse, Cyber economic circulation, Unemployment wave, Virtual labor market, Virtual currency

[2026-07-30 17:17] compile | douyin_20260415_免费开源_2步克隆极致音色_VoxCPM2真的顶_AI新星计划_声音克隆_AI音频_动画视频_PPT动

Suggested MOCs (not yet created): ai-audio, video-automation, model-training Entity candidates (pending promotion): VoxCPM2, 声音克隆, LoRA, Index TTS

[2026-07-30 17:17] compile | douyin_20260415_如何编写_Claude_md_新手指南_本视频介绍了_claude_md_的编写指南_n1_了解_Cl

Suggested MOCs (not yet created): ai-knowledge-management, pkm-principles, claude-code-workflow Entity candidates (pending promotion): CLAUDE.md, Claude Code, Swiss Federal Institute of Technology, atomic notes, second brain, context overhead

[2026-07-30 17:18] compile | douyin_20260416_Github_开源项目_多Agent协作_看它们分工合作_人工智能_多agent_ai智能助手_git

Suggested MOCs (not yet created): agent-orchestration, product-engineering, ai-tools-deployment Entity candidates (pending promotion): Cloudswarm, OpenCloud, Agent orchestration, Agent role design, Self-hosted deployment, Multi-agent interaction patterns

[2026-07-30 17:19] compile | douyin_20260416_一条视频让你发布游戏_这是让开发者从零到发布游戏的全程方向视频_独立游戏_游戏教程_全流程_游戏

Suggested MOCs (not yet created): indie-game-development, product-engineering Entity candidates (pending promotion): Cocos, Unity, Steam, Godot, Spine, Game Publishing Approval

[2026-07-30 17:19] compile | douyin_20260416_第28集丨_程序员失业焦虑_用Claude_Code造了一个AI求职系统_一周开源爆了3万Star_A

Suggested MOCs (not yet created): ai-automation, product-engineering Entity candidates (pending promotion): Career Ops, Santiago, Claude Code, ATS-optimized resume generation, Automated job application, GitHub

[2026-07-30 17:20] compile | douyin_20260417_独立游戏福音_利用AI从0到1制作3D游戏资产类角色_角色设计_游戏模型_3D建模_学习_AI

Suggested MOCs (not yet created): indie-game-development, ai-creative-tools, game-asset-creation Entity candidates (pending promotion): character design, game asset pipeline, prompt engineering, AI image generation, indie game development, game 3D modeling

[2026-07-30 17:21] compile | douyin_20260418_CLI_Skill_浏览器AI自动化框架_告别一切重复任务_这套流程可以让AI自动操作浏览器_代替你完

Suggested MOCs (not yet created): browser-automation, ai-agent-workflow, token-efficiency Entity candidates (pending promotion): Playwright CLI, Claude Code, Skills 工作流, Token 优化, Web 自动化测试, 电商内容自动化

[2026-07-30 17:21] compile | douyin_20260418_超简单的文图生Lora工作流_有手就会_工作流_AI视频_comfyui_comfyui视频转动漫_C

Suggested MOCs (not yet created): video-automation, ai-image-generation, creative-tools Entity candidates (pending promotion): ComfyUI, 人物一致性生成, LoRA, 真人-动漫风格转换, 影视人物替换

[2026-07-30 17:22] compile | douyin_20260419_1_项目名称_andrej-karpathy-skills_n2_项目名称_Multica_n3_项目

Suggested MOCs (not yet created): ai-knowledge-management, agent-systems, developer-tools Entity candidates (pending promotion): Andrej Karpathy, CLAUDE.md, Motica, MiniCPM-Speech 2, MarkItDown, Agent编排

[2026-07-30 17:22] compile | douyin_20260419_24岁挂科被毁约_靠AI年赚5700万_别再跟我扯什么资金不够_大环境不行_今天给你看个真东西_24岁

Suggested MOCs (not yet created): ai-product-building, solopreneur-business, productivity-leverage Entity candidates (pending promotion): Chatbase, Supabase, OpenAI API, 一人公司, AI 工具替代, 生产力差异

[2026-07-30 17:23] compile | douyin_20260419_AI_建站流_电影感网页_普通人也能照着做_最近很多人被_Claude_Code_卡住_就会下意识觉得

Suggested MOCs (not yet created): ai-web-design, video-automation, design-workflow Entity candidates (pending promotion): Google AI Studio, nano banana, Landing page design, Web video design, Linebook, 颜颜

[2026-07-30 17:24] compile | douyin_20260419_AI裁员是个双输的陷阱_但每个人都不愿踩刹车_本期内容脱胎于经济学论文_The_AI_Layoff_T

Suggested MOCs (not yet created): ai-and-employment, economic-policy-regulation, game-theory-incentives Entity candidates (pending promotion): AI layoff prisoner’s dilemma, AI tax, Automation race, Purchasing power destruction, Technological unemployment

[2026-07-30 17:24] compile | douyin_20260419_Umberto24小时赚了12万美金_流程直接抄就行_热点

Suggested MOCs (not yet created): product-launch-strategy, pricing-and-monetization, solopreneur-business Entity candidates (pending promotion): Umyrtle, LTD（终身买断）, 冷启动策略, 邮件序列营销, 极窄人群定位, 定价锚定效应

[2026-07-30 17:25] compile | douyin_20260419_hermes要取代openclaw_openclaw_ai_hermes_智能体

Suggested MOCs (not yet created): agent-memory-architecture, agent-design-patterns, ai-automation-tool-evaluation Entity candidates (pending promotion): OpenCloud（小龙虾）, Hermes Agent（爱马仕）, Agent 自主学习, 效率与决策质量权衡, 历史数据驱动优化

[2026-07-30 17:26] compile | douyin_20260419_专门帮开发团队做接口测试_性能测试_自动化测试_还内置了_AI_助手_用_AI_帮你写用例_自动生成脚

Suggested MOCs (not yet created): ai-engineering, api-testing, testing-automation Entity candidates (pending promotion): API接口测试, AI辅助测试, 测试用例自动生成, 性能测试, 自动化测试

[2026-07-30 17:26] compile | douyin_20260419_价值888_Claude_Obsidian讲解最好的视频_分享大家

Suggested MOCs (not yet created): ai-knowledge-management, ai-agent-optimization, obsidian-workflows Entity candidates (pending promotion): Obsidian, Claude Code, Context quality, Second brain, Cross-session continuity

[2026-07-30 17:27] compile | douyin_20260419_做视频变成写HTML_开源_程序员_Agent_做视频

Suggested MOCs (not yet created): video-automation, agent-tools, html-generation Entity candidates (pending promotion): 黑镇, HTML-to-Video生成工具, GSAP3, Agent, 确定性生成, 视频脚本自动化

[2026-07-30 17:28] compile | douyin_20260419_出手就爆火_Karpathy的个人第二大脑方案_karpathy_obsidian_第二大脑

Suggested MOCs (not yet created): ai-knowledge-management, personal-knowledge-systems, knowledge-engineering Entity candidates (pending promotion): Andrej Karpathy, LLM Wiki, RAG, Three-layer Wiki Architecture, Obsidian, Atomic Notes, Vannevar Bush

[2026-07-30 17:28] compile | douyin_20260419_别被基础AI工具困住_错过智能体_等于错过比特币级红利_ai_比特币_时代红利_风口

Suggested MOCs (not yet created): agent-orchestration, ai-automation, ai-business-applications Entity candidates (pending promotion): Dan Martell, Apex, Agent orchestration, Claude Code, Whisperflow, AI virtual organization

[2026-07-30 17:29] compile | douyin_20260419_别让渡你的记忆主权_Anthropic_把记忆锁进_API_LangChain_创始人_这在剥夺你的记

Suggested MOCs (not yet created): agent-harness-selection, agent-memory-architecture, ai-platform-vendor-lock Entity candidates (pending promotion): Anthropic, Agent Harness, Agent Memory, LangChain, Harrison Chase, Letta, Data Flywheel

[2026-07-30 17:29] compile | douyin_20260419_智能体管理平台_Agent员工化_GitHub热门开源_智能体_开源项目_大模型_ClaudeCode

Suggested MOCs (not yet created): ai-agent-management, ai-development-platforms, task-automation Entity candidates (pending promotion): Agent Orchestration, Claude Code, Multi-Agent Systems, Codex, Kanban Workflow, Jira

[2026-07-30 22:35] compile | douyin_20260419_近万星标_对话式AI编程_AI编程_开源项目_程序员_AI写代码

Suggested MOCs (not yet created): ai-development, git-workflows, developer-tools Entity candidates (pending promotion): Claude, Codex, GitWorkTray, Chat-driven coding, DIFF preview

[2026-07-30 22:35] compile | douyin_20260420__航海王_背后既得利益集团的生存法则_深扒天龙人的御民术_这才是大航海时代最黑暗的真相n_动漫大事件

Suggested MOCs (not yet created): political-power-structures, narrative-analysis, ideological-systems Entity candidates (pending promotion): 天龙人, 伊姆, 权力合法性重构, 意识形态控制, 天上金制度, 阶级分化策略

[2026-07-30 22:36] compile | douyin_20260422__2026最新ComfyUI-V8_comfyui_comfyui教程_comfyui整合包_comf

Suggested MOCs (not yet created): ai-image-generation, video-automation Entity candidates (pending promotion): ComfyUI, KSampler, Checkpoint, CLIP 文本编码器, Latent 节点, DPM++ 2M SDE

[2026-07-30 22:37] compile | douyin_20260422__Claude如何让你的视频编辑时间从2小时缩短到几分钟_AI视频编辑_Claude_短视频爆款_视频

Suggested MOCs (not yet created): video-automation, ai-creative-tools, natural-language-interfaces Entity candidates (pending promotion): Claude Design, Hyper Frames, Claude Code, 视频审美判断, Token消耗管理, 语音动效同步

[2026-07-30 22:37] compile | douyin_20260422_为了全自动哄老婆_我总结了无敌的_AI_技巧_领取满级AI伙伴_ai新星计划_最近迷上了新东西_Age

Suggested MOCs (not yet created): agent-orchestration, workflow-automation, ai-automation-frameworks Entity candidates (pending promotion): 扣子 (Coze), AI 智能体, 飞书 (Feishu), 四步自动化法则, 可复用工作流资产, 定时任务自动化

[2026-07-30 22:38] compile | douyin_20260422_开源文档提取神器_AI_GitHub_文档提取_办公效率_干货分享

Suggested MOCs (not yet created): developer-tools, data-extraction, open-source Entity candidates (pending promotion): GitHub, Document extraction, OCR (Optical Character Recognition), Chemical structure extraction, Table repair and extraction, Formula recognition

[2026-07-30 22:39] compile | douyin_20260423_GitHub热榜_一句话生成专业架构图_AI制作流程图_github开源项目_AI制作架构图_AI画图

Suggested MOCs (not yet created): ai-automation, developer-tools Entity candidates (pending promotion): NextAIDraw, AI 图表生成, Docker, 大模型 API 集成, GitHub

[2026-07-30 22:40] compile | douyin_20260423_别人不敢搬的素材_我用_AI_直接_11_复刻出来了_天诺老吴_ai短视频

Suggested MOCs (not yet created): video-generation, prompt-engineering, video-automation Entity candidates (pending promotion): 豆包, 即梦AI, 提示词反推, 视频生成, 短视频创作工作流, 水印规避

[2026-07-30 22:41] compile | douyin_20260423_震撼更新_ComfyUI_V8破限版来啦_comfyui_comfyui整合包_AI绘画_comfyu

Suggested MOCs (not yet created): text-to-image, comfyui, diffusion-models Entity candidates (pending promotion): ComfyUI, VAE, K-Sampler, CLIP, Checkpoint, DPM-2M

[2026-07-30 22:41] compile | douyin_20260424_用_AI_做水果系列视频_全流程一次讲清_水果视频_ai水果_水果ai视频_抽象

Suggested MOCs (not yet created): video-automation, ai-content-generation, short-form-video Entity candidates (pending promotion): Flo, SATGPT, Vio3, 剪映, 水果拟人角色短剧, AI短视频端到端工作流

[2026-07-30 22:42] compile | douyin_20260425_7632522925565092849

Suggested MOCs (not yet created): trading-and-investment, behavioral-economics Entity candidates (pending promotion): 达克效应, 短线交易, 杠杆交易, 风险控制, 奖励机制, 独立思考

[2026-07-30 22:42] compile | douyin_20260425_炒股新手最容易踩的25个坑_股票干货_交易心得_炒股新手避坑指南_炒股避坑指南_新手股民

Suggested MOCs (not yet created): stock-trading, trading-psychology, risk-management Entity candidates (pending promotion): Dunning-Kruger Effect, Trading Psychology, Risk Management, Margin Trading, Stop-Loss, Day Trading

[2026-07-30 22:43] compile | douyin_20260426_离谱_Qwen3_6_27B生成速度飙到184tu002Fs_Qwen3_6_27B绝对是一个里程碑的

Suggested MOCs (not yet created): inference-optimization, multi-agent-orchestration Entity candidates (pending promotion): Qwen3.6, MTP (Multi-Token Prediction), AWQ, DFlash, vLLM, TurboCrown

[2026-07-30 22:44] compile | douyin_20260427_怎么用_AI_聊出_黄金点子_产品首页_别再指望跟_AI_聊两句就能出_绝妙生意点子_了_那叫自嗨_真

Suggested MOCs (not yet created): startup-validation, user-research, ai-product-discovery Entity candidates (pending promotion): Keywords Everywhere, Google Trends, Reddit, Lovable, Pain Point Mining, Market Validation

[2026-07-30 22:45] compile | douyin_20260429_每日AI项目分享_第一集_Sub2API中转站本地部署_1_环境需求_nwsl_PostgreSQL

Suggested MOCs (not yet created): llm-api-aggregation, self-hosted-infrastructure, cost-optimization-strategies Entity candidates (pending promotion): Sub R, Claude Opus, GPT 5.4, LLM API 聚合, 免费额度薅取

[2026-07-30 22:45] compile | douyin_20260430_2026最高级的_搬砖_方式_直接喂饭到嘴里_油管_Claude_AI工具_生产力工具_自我提升

Suggested MOCs (not yet created): video-automation, youtube-strategy, ai-content-production Entity candidates (pending promotion): Claude, VDiQ, YouTube, Midjourney, CapCut, 11Labs, Video automation

[2026-07-30 22:46] compile | douyin_20260430_CreaoAI_项目24_小时全自动做电商_监控竞品找货上架_融资2500万美元_前Meta团队AI

Suggested MOCs (not yet created): agent-orchestration, ecommerce-automation, workflow-automation Entity candidates (pending promotion): Kora AI, Tool Maker paradigm, Harness Engineering, Coding Agent, E-commerce Automation

[2026-07-30 22:47] compile | douyin_20260430_一不小心学会了_GitHub_开源_开源项目_编程_AI

Suggested MOCs (not yet created): ai-assisted-writing, long-form-content-creation, memory-systems Entity candidates (pending promotion): Claude Code, 长篇网文创作系统, 分层记忆, AI幻觉, 省点密度

[2026-07-30 22:48] compile | douyin_20260430_一个视频彻底教会你_在Claude_Code中使用Skill_本期视频我将手把手教大家在Claude

Suggested MOCs (not yet created): claude-code, skill-ecosystem, developer-tools Entity candidates (pending promotion): Claude Code, Skill, Plugin, skill.md, skills.sh, GitHub

[2026-07-30 22:48] compile | douyin_20260430_一套代码多端运行_字节开源更接近原生性能的前端开发框架_程序员_软件开发_编程_干货分享_app开发

Suggested MOCs (not yet created): cross-platform-development, mobile-app-development, open-source-tools Entity candidates (pending promotion): ByteDance, TikTok, Cross-platform development, Flutter, HarmonyOS, Native performance

[2026-07-30 22:49] compile | douyin_20260501_一天一个变态网站_第223期_一个专门为_GPT_Image2_打造的神级_Prompt_的网站_ai

Suggested MOCs (not yet created): ai-image-generation, prompt-engineering, creative-ai-tools Entity candidates (pending promotion): Image2, AI绘画提示词库, 提示词工程, 图像生成

[2026-07-30 22:50] compile | douyin_20260501_我只是打字_它就剪完了_ChatCut_剪辑_ai工具_gptimage2_aigc一步之遥

Suggested MOCs (not yet created): video-automation, ai-content-generation, short-video-production Entity candidates (pending promotion): Chicard（切卡的）, GPT Image 2, Multi-modal Agent, C-Dance 2, Pix Bay, Motion Graphics（MG 动画）

[2026-07-30 22:50] compile | douyin_20260502_7635192774660584808

Suggested MOCs (not yet created): aviation-safety, accident-investigation, aircraft-systems-analysis Entity candidates (pending promotion): China Eastern Airlines Flight MU5735, Boeing 737-800, Flight Data Recorder, Cockpit Voice Recorder, Autopilot System, Engine Fuel System, Accident Investigation Report

[2026-07-31 06:56] compile | douyin_20260502_Codex完整使用拆解_我的新生产力闭环_分享近期高强度使用codex的技巧_希望对你有所帮助_AI

Suggested MOCs (not yet created): ai-development-workflow, productivity-automation, multi-agent-orchestration Entity candidates (pending promotion): Codex, Claude Code, MCP, Skill, Webcoding

[2026-07-31 06:57] compile | douyin_20260502__Claude_AI_智能体_agent_AI编程_智能体开发公开课_Claude底层原理解析

Suggested MOCs (not yet created): responsible-ai, prompt-engineering, enterprise-ai Entity candidates (pending promotion): Claude Code, Anthropic, Anti-sycophancy Design, System Prompt Architecture, Decision Delegation, Non-violent Communication

[2026-07-31 06:58] compile | douyin_20260502__Github一周热点113期_AI_终端工具_黑客工具等_1_项目名称_Warp_AI_终端工具n2

Suggested MOCs (not yet created): video-automation, ai-development-tools, agent-orchestration Entity candidates (pending promotion): WARP, Claude Code Skills, Matt Pocock, Composal Codex, Hacking Tool, AI短视频生成工具

[2026-07-31 06:59] compile | douyin_20260502__发票模板_效率工具_自由职业_外贸神器_开源项目

Suggested MOCs (not yet created): productivity-tools, freelance-business-tools, privacy-tech Entity candidates (pending promotion): EasyMove PDF, 隐私保护, 跨境电商, 发票生成

[2026-07-31 06:59] compile | douyin_20260502_vibe_git_无限动画_AI新星计划n随便你怎么改_崩了能回_爽了能留_复杂动画也能慢慢vibe出

Suggested MOCs (not yet created): vibe-coding, ai-development-workflow, animation-with-code Entity candidates (pending promotion): Git, Vibe Coding, VSCode, Manim, 3Blue1Brown, GitGraph

[2026-07-31 07:00] compile | douyin_20260502_一人公司OPC六大赛道盘点_OPC创业_创业项目_一人公司_ai时代已来_上热门抖音小助手

Suggested MOCs (not yet created): ai-startup-strategy, vertical-saas-strategy, market-positioning Entity candidates (pending promotion): 垂直小SaaS, AIGC内容创作, 工业垂直应用, AI智能硬件, 教育培训垂直, AI文化艺术

[2026-07-31 07:01] compile | douyin_20260502_一人十亿美金独角兽之Jordan_Gal_一人公司_创作者中心_创作灵感_n曾经靠电商插件年入600万

Suggested MOCs (not yet created): ai-products, vertical-market-focus, small-business-tools Entity candidates (pending promotion): Jordan Gal, Rosey, Whisper, Vertical niche strategy, Small business automation, Build in public, Bootstrapped ventures

[2026-07-31 07:01] compile | douyin_20260502_创业党u002FAI新手必看_谁还在瞎踩坑学AInSeedance_2_0实测干货_剪映u002F即梦

Suggested MOCs (not yet created): prompt-engineering, video-generation-tools, ai-workflow-automation Entity candidates (pending promotion): Sora 2.0, 提示词库, 数字分身, 剪映, AI创作者生态社区, Agents频道

[2026-07-31 07:02] compile | douyin_20260502_变现_我到底以什么身份被别人信任_自媒体_自媒体创业

Suggested MOCs (not yet created): creator-economy, paid-product-strategy, content-monetization Entity candidates (pending promotion): 付费产品, 变现, 需求验证, 付费动机, 价值主张, 咨询

[2026-07-31 07:03] compile | douyin_20260503_7634549024850236913

Suggested MOCs (not yet created): agentic-ai-tools, ai-programming-evolution, vibe-coding Entity candidates (pending promotion): Andrej Karpathy, Vibe Coding, Agentic 编程, Cursor, OpenAI

[2026-07-31 07:03] compile | douyin_20260503__GitHub本周热榜-Claude_Code生态全面开花_这周GitHub半壁江山都是它_GitHu

Suggested MOCs (not yet created): claude-code-ecosystem, agent-orchestration, ai-development-tools Entity candidates (pending promotion): Claude Code, Matt Pocock, Skills, FreeCloud Code, HuggingFace ML Intern, Genetic Agent

[2026-07-31 07:04] compile | douyin_20260503__开源项目_邮件营销_Newsletter_效率工具_BillionMail

Suggested MOCs (not yet created): email-marketing, self-hosted-infrastructure Entity candidates (pending promotion): Billion Mail, MailChimp, PostFix, RoundCube, Docker, Newsletter

[2026-07-31 07:04] compile | douyin_20260503_卡帕西_从氛围编程到Agentic工程_Andrej_Karpathy_对_AI_编程范式演进的深刻见

Suggested MOCs (not yet created): ai-engineering, agent-orchestration, software-paradigms Entity candidates (pending promotion): Andrej Karpathy, Software 3.0, Agentic Workflows, Vibe Coding, OpenAI, Agent-driven Programming

[2026-07-31 07:05] compile | douyin_20260503_卡帕西从氛围编程到Agentic工程

Suggested MOCs (not yet created): ai-programming-paradigm, agentic-systems, model-capabilities Entity candidates (pending promotion): Andrej Karpathy, Software 3.0, Agentic Engineering, Verifiability, Vibe Coding, Prompt-Based Programming, Context Window

[2026-07-31 07:05] compile | douyin_20260503_这个叫_Scrapling_的东西_直接把信息差这堵墙给拆了_Scrapling_爬虫

Suggested MOCs (not yet created): web-scraping, python-libraries, automation-tools Entity candidates (pending promotion): Scrapling, 反爬机制检测, CSS 选择器维护, 网页数据采集, 数据获取民主化

[2026-07-31 07:06] compile | douyin_20260504_2026年_用_AI_赚钱_的仅有的_20种_方法

Suggested MOCs (not yet created): ai-monetization, ai-agents, business-models Entity candidates (pending promotion): 语音接待 Agent, AI 线索生成, 无脸 AI YouTube 频道, Clay, Manus, YouTube, 变现评估框架

[2026-07-31 07:06] compile | douyin_20260504_7634489679538514678

Suggested MOCs (not yet created): ai-knowledge-management, personal-memory-systems, agent-capability-enhancement Entity candidates (pending promotion): Andrej Karpathy, LLM Wiki, GBrain, Gstack, Signal Detector, Personal AI Knowledge Base

[2026-07-31 07:07] compile | douyin_20260504__刚扒完YC_2026夏季清单_我头皮发麻_AI_商业思维_财经_人工智能_天才留学生

Suggested MOCs (not yet created): ai-entrepreneurship, corporate-ai-transformation, hard-tech-startups Entity candidates (pending promotion): Y Combinator, AI原生公司, 公司大脑, 硬科技赛道, 服务业自动化, 领域专家+AI编程

[2026-07-31 07:08] compile | douyin_20260504_claude技巧_如果您使用Claude_这些是您实际需要的5台MCP服务器_claude_ai_ai

Suggested MOCs (not yet created): mcp-servers, claude-code, ai-automation Entity candidates (pending promotion): Claude Code, Model Context Protocol, Perplexity MCP, Playwright MCP, Fire Crawl MCP, Glyph MCP, Chrome MCP

[2026-07-31 07:09] compile | douyin_20260504_如何花_1小时_让你_每月赚_3000_美元

Suggested MOCs (not yet created): creator-monetization, ai-workflow-automation, digital-products Entity candidates (pending promotion): ChatGPT, Canva, Gumroad, Suno AI, Digital products, AI leverage

[2026-07-31 07:09] compile | douyin_20260504_放弃爆款的执念_依靠小众插件获得稳定收入_放弃爆款的执念_依靠小众插件获得稳定收入_OPC_超级个体

Suggested MOCs (not yet created): solopreneur-product-strategy, email-marketing-automation, creator-monetization Entity candidates (pending promotion): KT, WordPress/WooCommerce, Multi-product plugin portfolio, Automated email cross-sell, Content marketing, Forum problem mining

[2026-07-31 07:10] compile | douyin_20260504_用Claude_code自动剪辑五一旅行vlog_agent_AI_剪辑_旅行vlog_claudec

Suggested MOCs (not yet created): video-automation, ai-agent-orchestration, human-ai-collaboration Entity candidates (pending promotion): Claude Code, ffmpeg, Storyboard generation, Keyframe extraction, Human-AI collaboration

[2026-07-31 07:10] compile | douyin_20260505_14岁_初中生_开发了月入_1_4万美元_的app

Suggested MOCs (not yet created): creator-economy, indie-app-growth, influencer-marketing Entity candidates (pending promotion): Locked, Evan, Influencer marketing, Claude Code, Gamification, Problem Pal

[2026-07-31 07:11] compile | douyin_20260505_Claude_Code_最佳实践_官方分享_Cal_是_Claude_Code_核心贡献者之一_他第一

Suggested MOCs (not yet created): claude-code-practices, ai-development-workflow, agent-orchestration Entity candidates (pending promotion): Claude Code, Cal, Anthropic, Claude.md, Agentic Search, Test-Driven Development

[2026-07-31 07:12] compile | douyin_20260505__100条视频涨粉150万_用AI把这个赛道从头到尾复刻_ClaudeCode_AI视频制作_YouT

Suggested MOCs (not yet created): video-automation, ai-content-creation, youtube-strategy Entity candidates (pending promotion): Claude Code, YouTube, Google Flow, YellowDo, 11Labs, 无脸视频频道

[2026-07-31 07:12] compile | douyin_20260505__失控_作者凯文_凯利的68条人生建议_凯文凯利

Suggested MOCs (not yet created): life-wisdom, creative-practice, competitive-strategy Entity candidates (pending promotion): Kevin Kelly, Wired, Creator-judge separation, Be the only, Gratitude, Reciprocal generosity

[2026-07-31 07:13] compile | douyin_20260505_想搞副业的上班族必看_百万富翁拆解4个线上变现阶段_科技改变生活_看干货学知识_副业_赚钱

Suggested MOCs (not yet created): side-hustle-framework, reinvestment-strategy, creator-monetization Entity candidates (pending promotion): Mark Tubery, Reinvesting, Shiny Object Syndrome, Social Proof, Shopify, Fiverr, AutoDS

[2026-07-31 07:13] compile | douyin_20260505_我28岁了_如何超越大部分的同龄人_超级个体成长计划

Suggested MOCs (not yet created): personal-development, career-philosophy, life-trajectory Entity candidates (pending promotion): Tutorial Phase, Plateau and Stagnation, Compound Growth, Emotional Maturity, Peak Experiences, Life Advice Trap

[2026-07-31 07:14] compile | douyin_20260505_我靠模仿赚了50万_模仿是赚钱最稳定的方式_赚钱逻辑_商业思维_创业干货_商业洞察_模仿

Suggested MOCs (not yet created): content-creation-strategy, growth-hacking, business-monetization Entity candidates (pending promotion): 模仿学习, 社会学习理论, 跨境电商, 变现漏斗, Apple, Toyota, Pablo Picasso

[2026-07-31 07:15] compile | douyin_20260505_直接给你的视频文件装上了_语义神经_SentrySearch_GitHub_剪辑_自动剪辑_AI剪辑

Suggested MOCs (not yet created): video-automation, creator-tools, local-ai Entity candidates (pending promotion): Sentry Search, Semantic search, Local-first AI, Video clip extraction, GitHub

[2026-07-31 07:15] compile | douyin_20260505_社交媒体_从0开始_涨粉的5个步骤_很多人开始做社交媒体的方式是_注册账号_开始发内容_然后等粉丝_n

Suggested MOCs (not yet created): social-media-growth, creator-monetization, personal-branding Entity candidates (pending promotion): Mark, 五步冷启动公式, Twitter, 作品展示驱动增长, TwitterHunter, 赠品涨粉策略

[2026-07-31 07:16] compile | douyin_20260505_程序员副业不知做什么_1小时用免费AI挖出赚钱需求_人类对豆包的开发不足百分之一_编程_程序员_Jav

Suggested MOCs (not yet created): product-demand-validation, indie-entrepreneurship, ai-product-development Entity candidates (pending promotion): 豆包, Hugging Face, 产品需求验证, 落地页, 最小可行产品, Reid Hoffman

[2026-07-31 07:16] compile | douyin_20260505_让你轻松完成200w字网文创作的开源项目

Suggested MOCs (not yet created): ai-writing-tools, content-consistency-management, long-form-content-creation Entity candidates (pending promotion): Claude Code, RAG (检索增强生成), 分层记忆, 网文创作, 内容一致性管理, 网文题材模板, GitHub

[2026-07-31 07:17] compile | douyin_20260505_说些你花钱也听不到的东西_这可能是全网分析抖音zui透彻的视频了_太阳李博良

Suggested MOCs (not yet created): creator-economy, platform-economics, decentralized-social Entity candidates (pending promotion): 抖音 (Douyin), 豆包 (Dou Bao), 个人IP (Personal IP), 数字资产 (Digital Asset), 数据飞轮 (Data Flywheel), Xchat, 区块链 (Blockchain)

[2026-07-31 07:18] compile | douyin_20260506_这个AI会自己学习_ChatGPT和Claude都做不到_Hermes_是第一个真正会

Suggested MOCs (not yet created): ai-agent-architecture, automation-workflows, llm-memory-systems Entity candidates (pending promotion): Hermes, NARS Research, 持久化学习, Claude, ChatGPT, 任务自动化, AI 成本优化

[2026-07-31 07:18] compile | douyin_20260507_7636743059212386038

Suggested MOCs (not yet created): ai-content-creation, video-automation, publishing-automation Entity candidates (pending promotion): Claude Code Skill, Ajit Rage, NotebookLM Skill, Listing Hub, Remotion, OpenCli

[2026-07-31 07:19] compile | douyin_20260507_一招搞定AI全自动赚钱流水线_程序员_ai_AI工具_副业_自动化

Suggested MOCs (not yet created): agentic-sales-workflows, lead-generation-strategy, personal-brand-scaling Entity candidates (pending promotion): Dan Martial, Manus, Agentic Workflows, Lead Generation Automation, Personalized Outreach, Automated Presentation Generation, Taste, Vision, Care

[2026-07-31 07:20] compile | douyin_20260507_前端人狂喜的开源宝藏库它来了

Suggested MOCs (not yet created): react-ecosystem, ui-components Entity candidates (pending promotion): Magic UI, React, Tailwind CSS, UI 组件库

[2026-07-31 07:21] compile | douyin_20260507_大平台插件_容易被忽视的机会_做平台插件的6个步骤_做软件赚钱_大部分人想到的是做_App_搞网站_做

Suggested MOCs (not yet created): indie-product-development, platform-integration-strategy Entity candidates (pending promotion): Andy, Data Fetcher, Airtable, 平台集成应用, Exploding Topics, 平台自建风险

[2026-07-31 07:21] compile | douyin_20260507_如何判断自己产品在海外有没有市场需求_独立站_独立站运营_外贸独立站_跨境电商_独立站搭建

Suggested MOCs (not yet created): cross-border-ecommerce, product-validation-methods Entity candidates (pending promotion): Google Trends, SimilarWeb, 独立站, 跨境电商, 产品市场验证, 数据驱动选品

[2026-07-31 07:22] compile | douyin_20260507_新_Mac_到手一定要改的_42_个设置_不改真的难用_如果你刚买新_Mac_这支影片一定要先看_n本

Suggested MOCs (not yet created): mac-system-setup, macos-workflow, input-method-optimization Entity candidates (pending promotion): Mac 触控板, macOS Dock, Finder, macOS 菜单栏, 触发角, 输入法切换, 截图快捷键

[2026-07-31 07:22] compile | douyin_20260507_程序员发明了AI_AI却替代了程序员_今日skills热点_AI_编程_代码_开源_程序员

Suggested MOCs (not yet created): ai-programming, prompt-engineering, code-quality Entity candidates (pending promotion): Matt Pocock, AI coding Skills, Prompt engineering, Code quality, GitHub

[2026-07-31 07:23] compile | douyin_20260507_视频生成的工作流到底怎么实现的_本视频探讨了三种视频生成的路线_目前很多酷炫的生成方式其实技术并不难

Suggested MOCs (not yet created): video-automation, ai-video-generation, agent-driven-content Entity candidates (pending promotion): Pixel Video, HyperFrames, Remotion, GSAP, ComfyUI, HeyGen

[2026-07-31 07:23] compile | douyin_20260507_让你成为金融分析大佬_金融

Suggested MOCs (not yet created): ai-trading, investment-strategies, financial-decision-systems Entity candidates (pending promotion): AI对冲基金工具, 交易决策, 技术面分析, 基本面分析, 市场情绪分析, 风险管理

[2026-07-31 07:24] compile | douyin_20260507_超好用AI智能体_小白十分钟就能做出高质感AI电影_AI新星计划_科技_教程_rhtv_running

Suggested MOCs (not yet created): video-automation, agent-orchestration, ai-filmmaking Entity candidates (pending promotion): RHTV, RunningHub, Cdance 2.0, AI智能体工作流, 标准三视图, 导演级参数控制

[2026-07-31 07:25] compile | douyin_20260507_这个AI用一次_就永远记住你了_Hermes_最可怕的不是会干活_而是它会记住你的风格_理解你的业务

Suggested MOCs (not yet created): video-automation, ai-agents-memory, content-creation-tooling Entity candidates (pending promotion): Hermes, 跨会话记忆, 技能文件自进化, 内容风格转移学习, OpenClaw, AI-native内容创作

[2026-07-31 07:26] compile | douyin_20260507_邪修带货之25年前的广告文案结构套用到短视频带货简直是绝杀_拆解下来了_谁用谁爆_快去试试_涨知识_短

Suggested MOCs (not yet created): short-video-commerce, copywriting-formulas, persuasion-psychology Entity candidates (pending promotion): 现象-危害-原因-解决方案公式, 灰指甲广告, 短视频带货, 文案写作, 四格表模板, 认知推动

[2026-07-31 07:26] compile | douyin_20260508_2026_Comfyui-破限版_comfyui_comfyui教程_comfyui工作流_comfy

Suggested MOCs (not yet created): ai-image-generation, local-ai-tools, node-based-workflows Entity candidates (pending promotion): ComfyUI, K 采样器, 提示词, Checkpoint, CLIP, DPM++ 采样器

[2026-07-31 12:08] compile | douyin_20260508_7635688507108773166

Suggested MOCs (not yet created): tiktok-commerce, cross-border-ecommerce, supply-chain-optimization Entity candidates (pending promotion): TikTok, Cross-border e-commerce, Content commerce, Dynamic inventory management, Ocean shipping, Product selection strategy, Tariff risk management

[2026-07-31 12:08] compile | douyin_20260508_AIGC广告制作思路技巧分享_小云雀AI_小云雀AI漫剧_小云雀短剧_AIGC_AI视频

Suggested MOCs (not yet created): ai-video-generation, prompt-engineering, video-automation Entity candidates (pending promotion): C-Dance 2, 小银片, 单图叙事驱动, 提示词即导演指令, 关键帧精准控制

[2026-07-31 12:09] compile | douyin_20260508__claude_github_AI金融项目_Anthropic已经开始重构金融行业_n这个官方开源项目

Suggested MOCs (not yet created): ai-finance, agent-orchestration, claude-applications Entity candidates (pending promotion): Anthropic, Claude Code, Financial AI Agent, DCF Valuation, Financial Statement Analysis, Investment Banking

[2026-07-31 12:10] compile | douyin_20260508_一个选题_自动生成一条完整视频_从文案到剪辑全搞定_AI_一人公司_AI创业_AI变现

Suggested MOCs (not yet created): video-automation, short-form-video, ai-content-creation Entity candidates (pending promotion): Pixel Video, 阿里巴巴, 视频自动化, 数字人口播

[2026-07-31 12:11] compile | douyin_20260508_一句话建网站_AI工具_Agent_人工智能_智能体

Suggested MOCs (not yet created): ui-to-code, ai-development-tools, frontend-rapid-prototyping Entity candidates (pending promotion): OpenLovable, FireCrawl, Lovable, UI转代码, Claude

[2026-07-31 12:12] compile | douyin_20260508_下班晚了_花10分钟搞定两个物种的晚餐_自制狗饭_邪修美食_下班快速吃上饭_这样做饭也太省事了_狗狗沉

Suggested MOCs (not yet created): pet-care, home-cooking, daily-life-content Entity candidates (pending promotion): 宠物营养, 家庭烹饪, 同锅分区烹饪, 宠物饲养, 短视频内容

[2026-07-31 12:12] compile | douyin_20260508_不会写提示词_一键自动生成_打通提示词到出图全自动化流程_不会写提示词_是大多数人做AI图的最大门槛n

Suggested MOCs (not yet created): prompt-engineering, ai-image-generation, workflow-automation Entity candidates (pending promotion): Skill Creator, 图像反推提示词, 提示词自动化, 多模式生图流程, 端到端生图自动化

[2026-07-31 12:13] compile | douyin_20260508_今天推荐油管单价最高赛道_金融解说_低成本_制作简单_懂金融的完全舒适圈啊_tk_油管_ai

Suggested MOCs (not yet created): video-automation, youtube-strategy, ai-tools Entity candidates (pending promotion): YouTube, AI图片生成, 金融赛道, YouTube RPM, 配音解说, 矩阵账号策略

[2026-07-31 12:14] compile | douyin_20260508_你在TikTok上遇到的所有坑_在这里都会有_tiktok_tk_跨境电商_tiktok美区_tikt

Suggested MOCs (not yet created): tiktok-ecommerce, inventory-logistics, product-strategy Entity candidates (pending promotion): TikTok, 选品, 库存管理, 爆品, 海运, 内容表达能力, 动态库存模型

[2026-07-31 12:14] compile | douyin_20260508_别做你感兴趣的产品_市场真实只为痛点买单_ai_普通人搞钱_被动收入_赚钱逻辑_搞钱思路

Suggested MOCs (not yet created): ai-monetization, digital-products, passive-income Entity candidates (pending promotion): Monetize, Synthesize AI, 数字产品, 被动收入, 信息产品营销

[2026-07-31 12:15] compile | douyin_20260508_小而怪是选择了一个人群的需求_但真正要建立发现这种需求的能力_一人公司_自我成长_商业思维_认知_商业

Suggested MOCs (not yet created): niche-business-models, market-validation-methods, emotional-commerce Entity candidates (pending promotion): 小而怪的生意, 情绪经济, 利基市场, 宠物赛道细分, 方言内容创作, AI出海低成本

[2026-07-31 12:16] compile | douyin_20260508_手把手教_包会_假如书籍会说话_拆解_假如书籍会说话_coze_ai

Suggested MOCs (not yet created): video-automation, ai-content-generation, douyin-strategy Entity candidates (pending promotion): Coze, 剪映, 假如书籍会说话, 文字转语音合成, 工作流自动化, 内容模板化

[2026-07-31 12:17] compile | douyin_20260508_手把手教你从0创建一个自己的Skill_附TVC案例全流程_ai新星计划_openclaw_skill

Suggested MOCs (not yet created): video-automation, agent-skill-development, workflow-orchestration Entity candidates (pending promotion): Claude Agent Skill, Skill Creator, Brainstorming Skill, TVC分镜图, CogVideoX

[2026-07-31 12:17] compile | douyin_20260508_掌握Hermes_Agent的7个等级_David_Ondrej详细介绍了_Hermes_Agent

Suggested MOCs (not yet created): agent-orchestration, automation-workflow, ai-infrastructure Entity candidates (pending promotion): Hermes Agent, David Andrey, Discord, Hermes Curator, OpenRouter, MCP

[2026-07-31 12:18] compile | douyin_20260508_目前最稳的外贸模式就是一个人或者夫妻两个人去干_外贸_外贸出口_外贸人_外贸干货_外贸干货分享

Suggested MOCs (not yet created): cross-border-ecommerce, short-video-marketing, supplier-sourcing Entity candidates (pending promotion): TikTok, Facebook, 一人外贸, 产业带工厂采购, 零库存生产模式, 产品短视频公式, 社交商务B2B获客

[2026-07-31 12:19] compile | douyin_20260508_第3期_这是某宝_某鱼的虚拟资料卖家最怕你知道的网站_敢号称互联网上zui_的免费资源库_电子书_ai

Suggested MOCs (not yet created): open-resources, cost-optimization, digital-marketplace Entity candidates (pending promotion): Free Resource Library, Virtual Goods, 淘宝, 闲鱼, Aggregated Search

[2026-07-31 12:19] compile | douyin_20260508_这_5_件让_Claude_替你打工_你只用睡觉_ClaudeCode_AI编程_AI工具_人间变量

Suggested MOCs (not yet created): ai-tool-ecosystem, agent-orchestration, autonomous-ai-operations Entity candidates (pending promotion): Deal Flow, Chrompt Optimizer, Agent, Cloud Flow, Letter, Claude Code, Autonomous AI Company

[2026-07-31 12:20] compile | douyin_20260508_零基础入门Claude_Code终端实操_AI新星计划_AI学习_claudecode_动画视频_AI

Suggested MOCs (not yet created): claude-code-workflow, ai-development-tools, automation-scripting Entity candidates (pending promotion): Claude Code, CCSwitch, Skill, MCP, Hooks, 上下文窗口管理

[2026-07-31 12:20] compile | douyin_20260509_23岁年入上亿_他凭什么_对谈97年搞钱狂魔徐皓天_本期节目是我和_徐皓天_小孩爹版_的第一次对话_是

Suggested MOCs (not yet created): entrepreneurship, circle-building, business-psychology Entity candidates (pending promotion): 徐皓天, 商业认知, 圈子构建, 人性理解, 打工皇帝晋升路径

[2026-07-31 12:21] compile | douyin_20260509__我是湖南人啊_小姐姐_AI小剧场_搞笑

Suggested MOCs (not yet created): chinese-dialects, language-learning, short-video-content Entity candidates (pending promotion): 湖南方言, 句尾音调上挑, 方言学习, 短视频内容, 抖音

[2026-07-31 12:21] compile | douyin_20260509__第二集_一口气学会comfyui视频生成_2026最新版_comfyui_comfyui教程_com

Suggested MOCs (not yet created): ai-image-generation, image-upscaling, controlnet-guide Entity candidates (pending promotion): ComfyUI, Stable Diffusion, ControlNet, Ultimate SD Upscale, animeVAE, Latent 缩放

[2026-07-31 12:22] compile | douyin_20260509_一张图片实时换脸_换脸_开源项目_ai换脸技术_github_马斯克

Suggested MOCs (not yet created): video-automation, content-creation-tools, face-swap-technology Entity candidates (pending promotion): Deep Live Cam, Face-swapping, GitHub, Lip-sync, Virtual hosts

[2026-07-31 12:23] compile | douyin_20260509_全自动_AI_剪辑工作流_彻底告别剪映_瓦力剪辑系统_集成_DeepSeek_N8N_ComfyUI

Suggested MOCs (not yet created): video-automation, workflow-automation, ai-content-creation Entity candidates (pending promotion): N8N, 瓦力剪辑系统, Deep Seek V4, Google, Image2, 剪映

[2026-07-31 12:23] compile | douyin_20260509_最懂AI的不是硅谷精英_是一帮赌徒_ai_ai变现_硅谷_信息差赚钱思路_agent

Suggested MOCs (not yet created): ai-trading, prediction-market, information-arbitrage Entity candidates (pending promotion): Polymarket, 自动交易AI系统, 预测市场, 信息差套利, 链上监测, Gemini

[2026-07-31 12:24] compile | douyin_20260509_自媒体人狂喜_自媒体平台自动发布_互动_变现全自动化n_一人公司_AI工具_开源项目_OpenClaw

Suggested MOCs (not yet created): video-automation, content-distribution-strategy, short-video-platforms Entity candidates (pending promotion): OpenCloud, 抖音 (Douyin), 小红书 (Xiaohongshu), 快手 (Kuaishou), B站 (Bilibili), 多平台视频发布自动化

[2026-07-31 12:25] compile | douyin_20260509_这就是ai_agent吗

Suggested MOCs (not yet created): ai-agents, gui-automation, ai-tools Entity candidates (pending promotion): 开源 AI Agent 桌面控制项目, AI Agent, 桌面自动化, OpenAI, 自主学习

[2026-07-31 12:25] compile | douyin_20260509_这是一个_AI_编程工具额度监控神器_在_GitHub_上已经有_1_万多个星标_专门给_Codex

Suggested MOCs (not yet created): ai-coding-tools, developer-productivity, usage-monitoring Entity candidates (pending promotion): Claude Code, Codex, GitHub, 使用额度监控, 菜单栏应用

[2026-07-31 12:26] compile | douyin_20260510_0424-你凭什么比别人更快挣到钱_财富认知_思维破局

Suggested MOCs (not yet created): financial-arbitrage, entrepreneurship, information-economics Entity candidates (pending promotion): 信息差, 套利, 认知拆解, 势能伪造, 商业模式复制, 价值洼地

[2026-07-31 12:26] compile | douyin_20260510_第50期丨_一人公司做游戏的时代来了_48个AI员工在线_策划程序QA全包_游戏开发_AI游戏_git

Suggested MOCs (not yet created): game-development, multi-agent-ai-systems, solo-creator-tools Entity candidates (pending promotion): Claude Code, Game Studio Template, AI Agent Orchestration, Game Production Automation, Solo Game Developer

[2026-07-31 12:27] compile | douyin_20260510_让英国男友接下一句_女生在家里被pua的话_下一期打算听大家的要求_告诉他原话_让他也感受下中式压迫n

Suggested MOCs (not yet created): female-empowerment, relationships-and-marriage, cultural-pressure Entity candidates (pending promotion): 女性自主权, 生育自由, 爱情, 社会压力, 心理控制

[2026-07-31 12:27] compile | douyin_20260510_这个开源AI简历工具_求职党可以看看_AI工具_开源项目_简历制作_求职简历_AI简历

Suggested MOCs (not yet created): product-design, workflow-integration, career-tools Entity candidates (pending promotion): AI简历工具, 分屏工作台, AI润色, 流程整合, 模板系统, 数据续编辑导出

[2026-07-31 12:28] compile | douyin_20260511_Gauth_Atlas实测_生成辣椒传播史交互地图_字节_GauthAtlas_AI学习_历史地理

Suggested MOCs (not yet created): ai-education-tools, knowledge-visualization, interactive-learning-technology Entity candidates (pending promotion): Ghost Atlas, 知识图谱, 多模态大模型, AI教育, 交互式可视化, 智杰

[2026-07-31 12:28] compile | douyin_20260511_午夜零点_角斗开始_硅谷最安静的猎场_每天_全球发疯的开发者在这里厮杀整整24小时_胜者一夜成名_败者

Suggested MOCs (not yet created): information-asymmetry-monetization, product-discovery-platforms, solopreneur-business-models Entity candidates (pending promotion): Product Hunt, 信息差, 联盟营销, 模板销售, 地理套利, Hugging Face

[2026-07-31 12:29] compile | douyin_20260511_在网上捡垃圾赚钱出海卖虚拟资料赚美刀_干货分享_出海创业_卖虚拟资料_网上捡垃圾赚钱

Suggested MOCs (not yet created): video-automation, cross-border-commerce, knowledge-monetization Entity candidates (pending promotion): AI视频修复, 知识付费, YouTube, 内容套利, 手工DIY教程, 跨境内容交易

[2026-07-31 12:30] compile | douyin_20260511_如何像天才一样思考_五维思考_How_To_Think_Like_A_Strategic_Genius

Suggested MOCs (not yet created): thinking-and-cognition, intelligence-and-success, mental-models Entity candidates (pending promotion): 五维思考框架, 天才思维, 愚蠢思维, 知道vs理解, 跨越领域思维, 高智商悖论

[2026-07-31 12:30] compile | douyin_20260511_实测500款AI工具_它竟排名垫底_AI工具_搞钱_风口_赚钱_财富自由

Suggested MOCs (not yet created): ai-tools-evaluation, ai-automation-workflow Entity candidates (pending promotion): Claude, ChatGPT, 投入产出比, 闭环自动化, Gemini, Gumloop, Apple Intelligence

[2026-07-31 12:31] compile | douyin_20260511_干货分享_到底如何做爆款_4月一个月内_我全网涨粉6万_浏览量800万_5个平台上共收获10多条爆款

Suggested MOCs (not yet created): short-video-content, ai-content-workflow, creator-growth Entity candidates (pending promotion): 圆圆, AI Agent, 日更策略, 二次叙事, 语音脑暴+AI整理+人工打磨, 低成本视频制作

[2026-07-31 12:32] compile | douyin_20260511_快问快答合力合利_vivi_揭秘月销200万美金团队_纯AI矩阵打法_背后核心生产力竟然是即梦_tik

Suggested MOCs (not yet created): tiktok-shop-operations, aigc-content-production, cross-border-commerce-strategy Entity candidates (pending promotion): Vivi, 即梦AI, TikTok, AI视频生产, 美拉市场对比, 账号矩阵管理

[2026-07-31 12:32] compile | douyin_20260511_想用AI做副业_先别急着买课_AI副业_AI赚钱思路_AI工具_普通人学AI_副业思路

Suggested MOCs (not yet created): ai-side-hustles, content-monetization, indie-hacking Entity candidates (pending promotion): AI Money Maker Handbook, Side hustle, Content monetization, Vertical SaaS, API aggregation, AI video generation

[2026-07-31 12:33] compile | douyin_20260511_有了_App_想法_怎么验证有没有人用_有了一个_App_想法_下一步应该做什么_n大部分人的答案是

Suggested MOCs (not yet created): product-validation, startup-methodology, pricing-strategy Entity candidates (pending promotion): ONCE, Commitment-based validation, Brian, Pay-per-scale pricing, Stranger feedback principle

[2026-07-31 12:34] compile | douyin_20260511_比小龙虾更强_我发现了多Agent协作架构的版本答案_今天为大家详细剖析nAnthropic的_Man

Suggested MOCs (not yet created): agent-orchestration, cloud-infrastructure, multi-agent-systems Entity candidates (pending promotion): Anthropic, Managed Agents, Coordinator, Session, Session Store, Cube Sandbox, Agent orchestration

[2026-07-31 12:35] compile | douyin_20260511_那些不在热搜里的AI_才是最值钱的_一个残酷事实_越枯燥的AI_越容易成交_越无聊的AI任务_越接近企

Suggested MOCs (not yet created): enterprise-ai, open-source-models, ai-product-monetization Entity candidates (pending promotion): Hugging Face, Chronos, LayoutLMv3, YOLO, Depth Anything, SAM

[2026-07-31 12:35] compile | douyin_20260511_高阶玩法_5个Claude_Skills搭建AI营销团队_玩了AI营销整整一个月_终于筛出5个真正落地

Suggested MOCs (not yet created): ai-marketing, agent-orchestration, marketing-automation Entity candidates (pending promotion): Copywriting, Ad Creative, SEO/AEO, Email Sequence, Page CRO, CMO Agent

[2026-07-31 12:36] compile | douyin_20260512_干货中的干货_16条服从性测试_人性_天道_规律_认知_强势文化

Suggested MOCs (not yet created): psychology-human-nature, interpersonal-relationships, self-protection Entity candidates (pending promotion): 服从性测试, 情感勒索, 人际边界, 赞美操控, 琐事操控, 拒绝能力

[2026-07-31 12:37] compile | douyin_20260512_赚钱的生意从古至今只有四种_自媒体创业_短视频技巧_新人避坑_爆款文案

Suggested MOCs (not yet created): business-fundamentals, entrepreneurship-frameworks, content-creator-economy Entity candidates (pending promotion): 四种生意本质, 信息差, 注意力经济, 服务定价, 商业模式组合, 自媒体创业

[2026-07-31 12:38] compile | douyin_20260512_这个AI项目_专门解决内容营销流程_AIAgent_内容营销_AI自媒体_AI自动化_AI项目拆解

Suggested MOCs (not yet created): ai-agent-product, creator-monetization Entity candidates (pending promotion): AI Tour, MoneyTice, Content Distribution Agent, Content Creation Agent, Engagement Agent

[2026-07-31 12:38] compile | douyin_20260513_AI_配音没感情_3_步调出演员级真实感_做视频用_AI_配音_总被说像机器人读稿_本期一帆老师分享

Suggested MOCs (not yet created): video-automation, ai-audio-production, ai-prompt-patterns Entity candidates (pending promotion): 一番, AI配音, 标点符号语气控制, 发声方式, 场景公式, 抖音

[2026-07-31 12:39] compile | douyin_20260513_Ai视频制作工作流_新_ai视频_ai视频制作_ai影视_seedance_ai电影

Suggested MOCs (not yet created): video-automation, ai-video-generation, tool-integration Entity candidates (pending promotion): C-Dance 2, GPT Image 2, Quark, Headfield MCP, 故事版网格

[2026-07-31 12:39] compile | douyin_20260513_别手搓视频了_这个Agent彻底颠覆我的工作流_设计Agent_AI设计_动画视频_AI动画_AI新星

Suggested MOCs (not yet created): video-automation, ai-design-tools, graphic-design-workflow Entity candidates (pending promotion): Love Art, Design System, Component Library, GUT Image 2, RK, AI Agent, PowerPoint

[2026-07-31 12:40] compile | douyin_20260513_如何用AI制作视频大揭秘_我是如何用AI打造我的制片厂n_AI_AI制作_aiagent_ai制作视频

Suggested MOCs (not yet created): video-automation, ai-agent-orchestration, human-ai-collaboration Entity candidates (pending promotion): Claude Code, Greenlight System, AI Agent Orchestration, Scale Rules, Content Consistency, Feedback Analysis Loop

[2026-07-31 12:40] compile | douyin_20260513_我如何在_83天_月入2万美元

Suggested MOCs (not yet created): product-validation, indie-hacking, saas-pricing-models Entity candidates (pending promotion): commitment metric, Ones, Brian Shin, Bootstrap, Per-guest pricing, Constraints as features

[2026-07-31 12:41] compile | douyin_20260513_短视频是钩子逻辑_公众号是关系逻辑_教自媒体的人_90_自己只跑通过一个平台n_自媒体_自媒体创业

Suggested MOCs (not yet created): self-media-strategy, content-monetization, audience-retention Entity candidates (pending promotion): WeChat Official Account, Short-form Video, Personal Moat, Monetization Structure, Private Domain Traffic

[2026-07-31 12:42] compile | douyin_20260513_让你领先99_的AI视频创作者的6个功能_ai视频_ai视频制作_ai影视_seedance_ai

Suggested MOCs (not yet created): ai-video-production, generative-content, motion-capture-and-animation Entity candidates (pending promotion): Motion Transfer (动作迁移), Image-to-Video (图生视频), Multi-Shot Generation (多镜头生成), 11Labs, Lip Synchronization (唇形同步), First-Last Frame Animation (首尾帧动画)

[2026-07-31 12:43] compile | douyin_20260514_0_元_API_费_7_个_Skill_搞定内容全流程_你是不是每天都在重复这些事_翻遍全网找素材_手

Suggested MOCs (not yet created): content-automation, video-automation, ai-development-tools Entity candidates (pending promotion): Claude Code, Skill, Content automation, Agent Reach, NotebookLM, Remotion, Kuma

[2026-07-31 12:43] compile | douyin_20260514_AI动漫_美术设定_人物画风_让人物有特色_你还在为自己作品的画风所苦恼吗_n在这个视频里面我们对人物

Suggested MOCs (not yet created): ai-animation, character-design, art-direction Entity candidates (pending promotion): AI 2D 动画美术设定, Character Design Parameters, Eye Design in Animation, Figure Proportion, AI Generation Layering Constraint, Visual Prompt Specificity

[2026-07-31 12:44] compile | douyin_20260514_GPT-image2提示词库_不会写提示词也能出大片_image2_提示词_github开源_AI生图

Suggested MOCs (not yet created): ai-image-generation, prompt-engineering, content-creation Entity candidates (pending promotion): GPT Image 2, 提示词工程, GitHub, 内容创作

[2026-07-31 12:45] compile | douyin_20260514_获客型短视频怎么做_高客单_个人IP_创始人IP_短视频获客_余敖

Suggested MOCs (not yet created): short-video-marketing, customer-acquisition-strategy, sales-conversion-psychology Entity candidates (pending promotion): 获客型短视频, 极刚痛点, 问题+解法+方案, 错在哪→为什么→怎么做, 认知卡点和执行卡点, 专业权威

[2026-07-31 12:46] compile | douyin_20260514_让_AI_做出你喜欢的设计_只需一个小文件_跟_AI_磨合了一年才发现_让它听话的关键是这个小文件_做

Suggested MOCs (not yet created): ai-product-design, design-systems, markdown-specifications Entity candidates (pending promotion): DesignMD, 设计契约 (Design Contract), AI设计协作 (AI Design Collaboration), 创意导演 (Creative Director), Remi, Pinterest

[2026-07-31 12:46] compile | douyin_20260514_这个_Skill_让_AI_写出真人感_看看这个_skill_的工作流程_就知道专不专业了_n1_扫描

Suggested MOCs (not yet created): ai-writing-quality, writing-and-storytelling, content-humanization Entity candidates (pending promotion): AI痕迹识别与去除Skill, AI写作痕迹, 内容人类化, 作者风格语料库, AI文本检测

[2026-07-31 12:47] compile | douyin_20260514_速度飞快_8G显存可用_开源视频生成模型_Sulphur2base_LTX23

Suggested MOCs (not yet created): video-generation, generative-ai-models, open-source-tools Entity candidates (pending promotion): SolferTobase, LTX2.3, LTX2.3 Eros, ComfyUI, text-to-video, image-to-video

[2026-07-31 12:47] compile | douyin_20260515_47天_飞书CLI破万星_这是淘金开始的序曲_飞书CLI的GitHub_Star都破万了_n看来大家都

Suggested MOCs (not yet created): enterprise-ai-transformation, enterprise-ontology, forward-deployed-engineering Entity candidates (pending promotion): 飞书CLI, Ontology, Palantir, Forward Deployed Engineer, Anthropic, Claude Code

[2026-07-31 12:48] compile | douyin_20260515_GPT-Image2故事板生成教程_含提示词_放弃视频提示词_目前制作AI视频新思路_一张image2

Suggested MOCs (not yet created): video-automation, ai-video-production Entity candidates (pending promotion): GPT Image R, Sidens 2.0, DeepSeek, 故事版驱动工作流, 分镜稿, AI 视频生成

[2026-07-31 12:48] compile | douyin_20260515_分享一些_vibecoding_小技巧_n_vibecoding_claudecode_codex_a

Suggested MOCs (not yet created): ai-collaboration, claude-code, prompt-engineering Entity candidates (pending promotion): Vibe Coding, Claude Code, Six-Element Briefing Framework, Contextual Task Briefing, Codex

[2026-07-31 12:49] compile | douyin_20260515_独立站全流程运营思路_34分钟一条视频讲清楚独立站引流_独立站_独立站shopify_独立站运营_独立

Suggested MOCs (not yet created): independent-store-operations, ecommerce-seo, cross-border-selling Entity candidates (pending promotion): Shopify, Google Merchant Center, 独立站（dropshipping）, SEO, 付费广告, 选品策略, WordPress

[2026-07-31 12:49] compile | douyin_20260516_什么是_FDE_前沿部署工程师_不写代码_年薪_40_万美金_OpenAI_和_Anthropic_抢

Suggested MOCs (not yet created): forward-deployed-engineering, ai-roles-and-careers, ai-service-delivery Entity candidates (pending promotion): Forward Deployed Engineer, Palantir, OpenAI, Anthropic, Prompt Engineering, Agent Orchestration, Eval-Driven Development

[2026-07-31 12:50] compile | douyin_20260516_无脸账号_如何_月入10万

Suggested MOCs (not yet created): passive-income, faceless-content, content-monetization Entity candidates (pending promotion): HeyGen, Substack, Passive income, Faceless content, Sabrina Romanov, AI-assisted content creation

[2026-07-31 12:51] compile | douyin_20260516_用AI做PPT_首选Codex_市面上那些杂七杂八的AI_PPT工具都别用了_用Codex就可以_插件

Suggested MOCs (not yet created): ai-presentation-generation, ai-productivity-tools, content-automation Entity candidates (pending promotion): OpenAI Codex, Presentations Plugin, PowerPoint, Content-Design Separation, AI Production Controllability

[2026-07-31 12:51] compile | douyin_20260517_19岁做到千万播放_这个小女孩到底凭什么_别再自我感动了_你发视频没流量_不是运气不好_是根本没入门

Suggested MOCs (not yet created): short-video-content-strategy, storytelling-mechanics, creator-systems-thinking Entity candidates (pending promotion): Jenny Hoyos, 短视频叙事结构, 冲突-解决叙事循环, 内容选题系统, 创作者人设定位, YouTube Shorts

[2026-07-31 12:52] compile | douyin_20260517_7634118927425015080

Suggested MOCs (not yet created): ai-product-development, solo-entrepreneurship, product-validation-framework Entity candidates (pending promotion): 刘晓台 (Liu Xiaotai), 排学 (Pai Xue), Rafael.app, 需求发现 (Needs Discovery), AI Product Manager, MVP Validation

[2026-07-31 12:52] compile | douyin_20260517_7640718242525363881

Suggested MOCs (not yet created): test-time-compute, model-reasoning, anthropic-research Entity candidates (pending promotion): Matt Blyfer, Test Time Compute, Claude, Anthropic, Effort Dial, Claude Code

[2026-07-31 12:53] compile | douyin_20260517_Claude实战_Opus兜底_Haiku_出工的省钱模型_5_月_6_日_Code_with_Cla

Suggested MOCs (not yet created): test-time-compute, llm-model-scaling, anthropic-research Entity candidates (pending promotion): Matt Blyfer, Anthropic, Claude Code, Test Time Compute, Effort Dial, Claude Opus

[2026-07-31 12:53] compile | douyin_20260517_Figma股价持续下跌_我重新设计了AI出图工作流_AI_AI生图

Suggested MOCs (not yet created): ai-image-generation, workflow-automation, design-tooling Entity candidates (pending promotion): Claude Design, Codex, image2, 设计规范, Figma

[2026-07-31 12:54] compile | douyin_20260517_HyperFrames的7种玩法_HyperFrames_AI视频生成_苹果发布会风格_赛博朋克HUD

Suggested MOCs (not yet created): ai-video-generation, video-automation, web-animation-tech Entity candidates (pending promotion): Hyperframes, Claude Code, Three.js, AI 视频生成, 动态数据可视化, 内容自动化

[2026-07-31 12:54] compile | douyin_20260517_gpt-image-2_本地生图管理_gptimage2_AI绘图工具

Suggested MOCs (not yet created): ai-image-generation, prompt-engineering, local-first-tools Entity candidates (pending promotion): AIM Studio, GPT Image 2, OpenAI API, 本地优先架构, Prompt Workshop, SQLite

[2026-07-31 17:06] compile | douyin_20260517_一个人一台电脑_年收入超1000万_光羽的平行世界_光羽_AI创业_刘小排

Suggested MOCs (not yet created): solo-entrepreneurship, digital-products, ai-business Entity candidates (pending promotion): Solo Digital Product, Recurring Revenue Model, AI Entrepreneurship, Product Leverage, Non-Technical Founder

[2026-07-31 17:07] compile | douyin_20260517_仅个人观点_对待ai工具的用处看法_ai_Ai工具_ai怎么用

Suggested MOCs (not yet created): ai-tools, content-creation, productivity Entity candidates (pending promotion): Claude, ChatGPT, Gamma, Grok, Codex, Cdance

[2026-07-31 17:08] compile | douyin_20260517_我如何用AI把剪辑效率提高_30_倍_我用MiniMax_M2_7搭了一套智能口播剪辑系统_把一条视频

Suggested MOCs (not yet created): video-automation, ai-content-workflow-optimization, token-efficient-ai-systems Entity candidates (pending promotion): MiniMax M2, 智能口播剪辑系统, Token优化设计模式, 人机反馈循环, ffmpeg, 多模态内容补充

[2026-07-31 17:08] compile | douyin_20260517_构建生产级Agent_Memory的系统架构_13分钟讲清楚_人工智能_大模型_AI大模型_大模型学习

Suggested MOCs (not yet created): agent-memory-architecture, agentic-ai, ai-knowledge-management Entity candidates (pending promotion): ChatGPT, 向量数据库, Agentic Memory, System 2 思考, 程序性记忆, 双时态时间戳

[2026-07-31 17:09] compile | douyin_20260517_爆肝3亿token_10_种高级数据动画全开源_这期视频要让每一个人_都能做出这样的的数据可视化动画

Suggested MOCs (not yet created): video-automation, data-visualization, ai-tools-for-creators Entity candidates (pending promotion): maxcloud, Data Visualization Animation, Prompt Engineering, Interactive Web Visualization, No-Code Content Creation

[2026-07-31 17:10] compile | douyin_20260517_第一人称ai短片教学_快来看看吧_AI教程_ai短片_热点

Suggested MOCs (not yet created): video-automation, character-generation, ai-visual-production Entity candidates (pending promotion): Nino Banana 2, 人物一致性生成, 参考图片提示词, 以图生视频, 真人资产库

[2026-07-31 17:10] compile | douyin_20260518_三个skill让你的ai变成内容工厂_codex_ChatGPT_openAI_人间变量_AI

Suggested MOCs (not yet created): video-automation, content-creation-automation, ai-powered-workflows Entity candidates (pending promotion): Codex, AI image generation, AI video generation, Digital human, Content production workflow

[2026-07-31 17:11] compile | douyin_20260518_做跨境电商_别再去研究脚本了_学好这三个底层逻辑_tiktok_跨境电商_tk_tiktok创业_ti

Suggested MOCs (not yet created): ecommerce-marketing, streaming-commerce, content-strategy Entity candidates (pending promotion): 李佳琦, 董宇辉, 情绪操控, 电商内容, 使用场景, 促单点

[2026-07-31 17:11] compile | douyin_20260518_拒绝内卷_AI_副业_全攻略

Suggested MOCs (not yet created): ai-side-hustles, digital-product-business, audience-monetization Entity candidates (pending promotion): Sarah Chister, AI Resume and Job Application Service, AI Printable Digital Products, AI as Leverage, Niche Focus Strategy, Digital Product Scaling

[2026-07-31 17:11] compile | douyin_20260519_7641479567043393145

Suggested MOCs (not yet created): ai-image-generation, open-source-ai-tools, product-engineering Entity candidates (pending promotion): Building AI, 插件化微内核架构, Stable Diffusion 3.5, Flux, 文心, 通义万象

[2026-07-31 17:12] compile | douyin_20260519_不会剪辑也能日更视频_AI自己拍视频的时代来了_有人给AI下了一句指令_AI自己写脚本_做设计_配音

Suggested MOCs (not yet created): video-automation, ai-agent-orchestration, multimodal-content-generation Entity candidates (pending promotion): Hyperframes, Codex, 归藏, PPT Skill, ListenHub, 即梦

[2026-07-31 17:13] compile | douyin_20260519_专家_Skill_10倍速学习任何知识领域_这个_skill_一定要用起来n让你学习一个知识点_比你的

Suggested MOCs (not yet created): ai-learning, claude-code-features, knowledge-synthesis Entity candidates (pending promotion): /learn skill, Claude Code, Multi-expert learning, Knowledge synthesis, Harness agent

[2026-07-31 17:14] compile | douyin_20260519_只需3步_做出AI真人短剧_附详细提示词_分镜脚本_故事板_怎么用才效果好_看这一条就够了_AI短剧

Suggested MOCs (not yet created): video-automation, prompt-engineering, storytelling Entity candidates (pending promotion): short-drama-generation, storyboard, detailed-storyboard, prompt-optimization, content-compliance, Douyin

[2026-07-31 17:14] compile | douyin_20260519_妥妥的资源获取神器_夯爆了_自媒体_夯爆了_干货分享_短视频创业_短视频素材

Suggested MOCs (not yet created): video-automation, content-production, tool-evaluation Entity candidates (pending promotion): 免费视频下载工具, 在线媒体自动化获取, 浏览器一键解析, 内容素材采集

[2026-07-31 17:15] compile | douyin_20260519_油管说被很多人认为垃圾的赛道_在工作室来看_是可以做的_低成本_批量方便_不费脑_观众播放时间足够长

Suggested MOCs (not yet created): video-automation, youtube-monetization-strategy, batch-production-model Entity candidates (pending promotion): PPT静态图片讲故事, YouTube Partner Program, 批量起号循环策略, 小说到视频转化流程, 多语种内容复用, 故事内容类型选择

[2026-07-31 17:16] compile | douyin_20260519_荣格一百年前就告诉我们IP人设的本质_我用10分钟讲给你听_菜狗军师_IP人设_个人IP_短视频运营

Suggested MOCs (not yet created): personal-branding, psychological-archetypes, influencer-psychology Entity candidates (pending promotion): 荣格心理学, 原型投射, IP人设, 抖音, 菜狗军师, 集体无意识

[2026-07-31 17:17] compile | douyin_20260519_这些AI工具简直太好用了_AI_AI视频_AI工具_AI学习_AI教程

Suggested MOCs (not yet created): video-automation, ai-creative-tools, short-form-video Entity candidates (pending promotion): 剪映 (Jianying), AI换脸, AI配音, AI视频生成, 虚拟合拍, AI动作特效

[2026-07-31 17:17] compile | douyin_20260520_openhuman智能代理助手_openhuman智能代理助手_AI_程序员_干货分享_抖音热门_我要

Suggested MOCs (not yet created): local-first-software, ai-productivity-tools, llm-cost-optimization Entity candidates (pending promotion): OpenHuman, TokenJuice, local-first architecture, zero-config deployment, context continuity, privacy-first design

[2026-07-31 17:18] compile | douyin_20260520_一个重度拖延症患者的_AI_自救_人类对豆包的开发不足百分之一_三分钟生成PPT_豆包也太会写了_拖延

Suggested MOCs (not yet created): ai-workflow-optimization, content-creation-workflow, prompt-engineering Entity candidates (pending promotion): 豆包, 任务拆解, 长上下文, Mermaid, 多轮对话法, 多巴胺阶梯式下降法, 数据可视化

[2026-07-31 17:19] compile | douyin_20260521_AI竟然自己去融资_最近硅谷圈被一张收入曲线图彻底震撼了_连续创业者Ben_Broca卡打造的公司在零

Suggested MOCs (not yet created): autonomous-agents, ai-business-operations, human-ai-division-of-labor Entity candidates (pending promotion): Posa, Ben Broca, AI 总经理系统, 80/20 框架, 幽灵厨房模式, AI 自主融资

[2026-07-31 17:20] compile | douyin_20260521_Claude_Code投研系列_港大出品的金融Agent_7千Star_Vibe-Tradingn_c

Suggested MOCs (not yet created): trading-research, agent-orchestration, quantitative-research Entity candidates (pending promotion): Vibe Trading, Agent OS, ReAct 循环, 上下文压缩, 影子账户, 量化策略

[2026-07-31 17:21] compile | douyin_20260521_Claude_Code投研系列_让Agent算清PEG_用PEG找好标的_astock-pegn_cl

Suggested MOCs (not yet created): quantitative-investing, stock-valuation-framework, agent-systems Entity candidates (pending promotion): PEG, Agent框架, Claude Code, Astox data, 成长股估值

[2026-07-31 17:21] compile | douyin_20260521_claude还是太全面了_你敢给它接管股票交易的权限吗_油管_AI工具_自我提升_信息差

Suggested MOCs (not yet created): algorithmic-trading, options-strategies, smart-money-tracking Entity candidates (pending promotion): Claude Desktop, Alpaca, Model Context Protocol, 期权车轮策略, Paper Trading, 移动止损

[2026-07-31 22:03] compile | douyin_20260521_不用人工干预_AI全自动管理_50_000投资组合_实验说明_n我们用Claude自主Agent系统搭

Suggested MOCs (not yet created): ai-finance-investing, agent-orchestration Entity candidates (pending promotion): Claude, 自主投资系统, 多空对抗分析, 情景建模, 仓位优化, Warren Buffett

[2026-07-31 22:04] compile | douyin_20260521_把自己的声音做成_AI_模型_上期说了_声音正在变成一种数字资产_n_这一期直接讲实操_普通人怎么用免

Suggested MOCs (not yet created): voice-synthesis, creator-tools, open-source-ai Entity candidates (pending promotion): Voicebox, 声音克隆, 声音数字资产, 开源 AI 工具

[2026-07-31 22:05] compile | douyin_20260521_硅谷疯传_AI_时代创业_瓶颈不是能力_是选择_一人_AI_独角兽_这份手册改写创业规则_42_创业者

Suggested MOCs (not yet created): ai-startup-methodology, founder-productivity-system, persistent-context-architecture Entity candidates (pending promotion): Anthropic, Claude, CLAUDE.md, 三层护城河, 肖恩·爱丽丝测试, 创始人编排者角色

[2026-07-31 22:06] compile | douyin_20260522_codex_obsidian搭建生图工作流_再也不用抽卡了_内容创作者如何利用codex_obsidi

Suggested MOCs (not yet created): ai-image-generation, content-automation-workflow, prompt-engineering Entity candidates (pending promotion): Codex, Obsidian, Image 2.0, 配图自动化工作流, 人物视觉一致性, 场景规格清单, 分层提示词架构

[2026-07-31 22:06] compile | douyin_20260523_VibeCoding_大赏选片神器_AI改变生活_自动化选片神器_算法自动筛掉拍糊_曝光识别_闭眼_表

Suggested MOCs (not yet created): video-automation, content-creation, image-processing Entity candidates (pending promotion): AI 选片神器, Bracketing Tournament Mode, Image Quality Assessment, Photo Auto-Grouping, Aesthetic Model, Color Science

[2026-07-31 22:07] compile | douyin_20260524_Agent做电商设计_已经到交付级了_很多人用AI做图_只停留在好看这一步_但真正能落地的商业设计_重

Suggested MOCs (not yet created): ai-visual-design, ecommerce-marketing, design-systems Entity candidates (pending promotion): 视觉策略拆解, 主KV, 小红书, 结构化设计流程, 提示词工程, 电商物料体系

[2026-07-31 22:08] compile | douyin_20260524_人类所知远胜于其所能言传_刷到即是赚到_波拉尼悖论_ai_思考

Suggested MOCs (not yet created): prompt-engineering, ux-design-philosophy, tacit-knowledge-philosophy Entity candidates (pending promotion): Michael Polanyi, tacit knowledge (隐性知识), prompt engineering (提示工程), UI design (用户界面设计), Grok, agent (代理)

[2026-07-31 22:09] compile | douyin_20260524_喂给AI的PDF总是乱的_这个工具帮你搞定_AI工具_开源项目_ClaudeCode_论文

Suggested MOCs (not yet created): ai-tools, document-processing, ai-safety Entity candidates (pending promotion): AI PDF解析器, 提示注入, 表格识别, OCR, PDF预处理

[2026-07-31 22:09] compile | douyin_20260524_本周GitHub最火的15个项目_本周_GitHub_Trending_被_AI_编程_Agent_的

Suggested MOCs (not yet created): ai-agent-infrastructure, ai-memory-systems Entity candidates (pending promotion): CodeGraph, OpenHuman, Agent Memory, 12-Factor Agent, Quake Browser, Academic Research Skills

[2026-07-31 22:10] compile | douyin_20260525_还在花几十万找外包做商城_大模型应用

Suggested MOCs (not yet created): product-and-engineering, ecommerce-systems Entity candidates (pending promotion): CRM1B, 全平台同步架构, GitHub, 主题广场, Apache 2.0 许可证

[2026-07-31 22:11] compile | douyin_20260526_1_7万_star_开源商城天花板_可商用可二开_开箱即用_开源商城_开源项目_商城系统

Suggested MOCs (not yet created): ecommerce-platforms, open-source-projects, product-architecture Entity candidates (pending promotion): 开源全端电商系统, 全端电商架构, 电商核心功能, 微信社交商务生态, 主题广场

[2026-07-31 22:12] compile | douyin_20260526_AI更偏爱Godot_聊聊Codex组合Godot_最近很多人在讨论_nCodex_Image2_Go

Suggested MOCs (not yet created): ai-game-development, godot-engine, game-engine-comparison Entity candidates (pending promotion): Godot, Unity, GDScript, C#, AI-assisted game development

[2026-07-31 22:12] compile | douyin_20260526_OpenAI大神教你如何榨干Codex_30_万网友围观_Codex价值最大化_OpenAI大神亲自教

Suggested MOCs (not yet created): agent-orchestration, workflow-automation, persistent-memory Entity candidates (pending promotion): Jason Liu, Codex, Persistent chat windows, Shared memory library, Async task automation, Voice ideation

[2026-07-31 22:13] compile | douyin_20260526_一个由全球2500个编程大佬共同打造的开源终端神器

Suggested MOCs (not yet created): terminal-productivity, devops-tools, developer-workflow Entity candidates (pending promotion): Oh My Zsh, Plugin System, Terminal Themes, Command Completion, Python, Docker

[2026-07-31 22:14] compile | douyin_20260526_如何vibecoding出高级感产品_3个提升审美_3个提升审美的github信息源分享_帮助大家在v

Suggested MOCs (not yet created): frontend-design-systems, aesthetic-product-design, component-development Entity candidates (pending promotion): Awesome Design MD, React Bits, Impeccable, Vibe Coding, Apple, Tesla

[2026-07-31 22:14] compile | douyin_20260527_20多万人看过的知识库完整搭建教程来了_obsidian_知识库搭建

Suggested MOCs (not yet created): ai-knowledge-management, obsidian-workflows, second-brain Entity candidates (pending promotion): Obsidian, Karpathy, LLM Wiki, tagging-taxonomy, Workbody, AI-assisted-knowledge-capture

[2026-07-31 22:15] compile | douyin_20260527_看完记得给自己逼坑_其实大部分老板遇到的刚做Geon的服务商全都是坑_获客_引流_客户_企业管理_搜索

Suggested MOCs (not yet created): ai-engine-optimization, content-marketing, ai-discoverability Entity candidates (pending promotion): GEO, 信源权重, SEO到GEO转型, 软文与渠道匹配, AI搜索平台

[2026-07-31 22:16] compile | douyin_20260527_让Ai全链路接管你的自媒体频道_我把自用的Skill开源了_青年创作者成长计划_VibeCoding大

Suggested MOCs (not yet created): social-media-automation, video-analytics, content-optimization Entity candidates (pending promotion): Hermes AI Agent, 飞书, 播放量预测模型, 抖音, 自媒体运营, 内容爆款规律

[2026-07-31 22:16] compile | douyin_20260529_2026_油管13个热门赛道_赚钱能力从夯到拉_最全盘点_ypp_油管_yt_Youtube_ai视频

Suggested MOCs (not yet created): youtube-monetization, ai-video-creation, niche-strategy Entity candidates (pending promotion): YouTube Partner Program, 个人理财赛道, 联盟营销, 栗子, AI不露脸视频, 心理健康赛道

[2026-07-31 22:17] compile | douyin_20260529_Claude_与_Codex双向互审_同一个对话最强打最强_我开源了一个_skill_小工具_支持_C

Suggested MOCs (not yet created): multi-agent-systems, ai-quality-assurance, agent-orchestration Entity candidates (pending promotion): Claude, Codex, Mutual Audit, Bridge Module, Agent Hallucination

[2026-07-31 22:17] compile | douyin_20260529__每天介绍_GitHub_神器_今天这_5_个项目今日合计涨_5_422_按热度排_n1_Digita

Suggested MOCs (not yet created): open-source-tools, video-automation, indie-developer-tooling Entity candidates (pending promotion): GitHub, 短视频自动生成工具, 开源CRM系统, 免费域名服务, 开源App替代品索引, 本地LLM限制测试工具

[2026-07-31 22:18] compile | douyin_20260529_深扒百万美金收入的远程大佬们_我发现了这样3个共性_裸辞_自由职业_数字游民_搞钱要紧_自我成长

Suggested MOCs (not yet created): freelance-remote-work, personal-branding, career-positioning Entity candidates (pending promotion): Upwork, 专业定位, 项目成果量化, 客户信任, 作品集, 推荐信与客户评价

[2026-07-31 22:19] compile | douyin_20260529_英语一般也能做全球生意_英语搞钱_英语兼职_英语副业_英专生兼职_英专生副业

Suggested MOCs (not yet created): china-market-intelligence, information-product-monetization, niche-expert-positioning Entity candidates (pending promotion): Information Dehydration, Niche Professional Communities, China Market Intelligence, AI Information Monitoring, Paid Expertise Model, Information Asymmetry Arbitrage

[2026-07-31 22:20] compile | rednote_20260503_还需要剪辑_Codex生成3分钟视频完整工作流

Suggested MOCs (not yet created): video-automation, ai-content-creation, codex-workflows Entity candidates (pending promotion): Hyperframes, Codex, Claude Code, FFMPEG, Frame animation, Oral narration video

[2026-07-31 22:20] compile | rednote_20260520_Claude_Code国内安装_剪视频_Skill已开源

Suggested MOCs (not yet created): video-automation, ai-video-generation, animation-automation Entity candidates (pending promotion): Claude Code, Remotion, video-automation, Kimi, CC Switch, Scale

[2026-07-31 22:21] compile | youtube_20260404_Obsidian_Claude_Code_AI时代无敌第二大脑_claudecode_obsidian

Suggested MOCs (not yet created): ai-knowledge-management, personal-knowledge-management Entity candidates (pending promotion): Obsidian, Claude Code, second brain, Milanote, data sovereignty

[2026-07-31 22:21] compile | youtube_20260429_EP06_從森林隱士到身價破億的CEO_他只做了一件事_放棄控制_每天讀一本改變人生的書_臣服實驗

Suggested MOCs (not yet created): personal-development, philosophy-practice, entrepreneurship Entity candidates (pending promotion): Michael A. Singer, 臣服实验, 臣服, 自我心智, 被动成功

[2026-07-31 22:22] compile | youtube_20260430_The_Only_14_Ways_to_Make_Money_with_AI_in_2026

Suggested MOCs (not yet created): ai-monetization-strategies, ai-startup-evaluation, local-business-automation Entity candidates (pending promotion): AI 线索生成, AI 语音客服, 无脸 AI YouTube, AI 变现三维评估框架, Clay, Google Local

[2026-07-31 22:22] compile | youtube_20260512_How_to_Start_a_YouTube_Channel_With_Claude_in_2026

Suggested MOCs (not yet created): video-automation, content-creation-strategy Entity candidates (pending promotion): Claude, YouTube, TAM (Total Addressable Market), Niche selection, Content monetization, Personal branding

[2026-07-31 22:23] compile | youtube_20260518_马云和习近平究竟有什么恩怨_马云的前生今世是怎样_马云的第一位贵人是谁_习近平和浙江本土派系的斗争是如

Suggested MOCs (not yet created): alibaba-history, chinese-tech-regulation, zhejiang-politics Entity candidates (pending promotion): 马云, 习近平, 王国平, 吕祖善, 陈敏尔, 蚂蚁金服, 支付宝

[2026-07-31 22:23] compile | youtube_20260521_Mac_必備工具大公開_8_款入手_Mac_必裝_App_一次告訴你_讓你的工作效率大提升_feat

Suggested MOCs (not yet created): mac-utilities, system-optimization Entity candidates (pending promotion): Al Dente, LocalSend, Parallels Desktop, DeskIn, Stats, 电池保养

[2026-07-31 22:24] compile | youtube_The_Only_14_Ways_to_Make_Money_with_AI_in_2026

Suggested MOCs (not yet created): ai-monetization, ai-agents, customer-acquisition Entity candidates (pending promotion): AI 语音 Agent, AI 线索生成, 无脸 AI 频道, Clay, Manus

[2026-07-31 22:25] compile | youtube_如何不靠運氣致富_納瓦爾寶典_原始Podcast_中文精譯完整版_How_to_Get_Rich_UvirHm6ePzk

Suggested MOCs (not yet created): wealth-creation, investing-philosophy, personal-finance Entity candidates (pending promotion): Naval Ravikant, Wealth (财富), Money (金钱), Status (地位), Free Market (自由市场), Four Types of Luck (四种运气)

[2026-07-31 22:26] compile | youtube_20260522_6步用Claude_Codex_LTX2_3做情绪vlog_新手也无压力

Suggested MOCs (not yet created): video-automation, ai-tool-orchestration, content-production Entity candidates (pending promotion): Claude Code, Codex, ComfyUI, LTX2.3, GPT Image 2.0, Prompt Engineering

[2026-07-31 22:26] compile | youtube_20260529_Build_10_000_Websites_using_Claude_Code_Ultimate_Gu

Suggested MOCs (not yet created): claude-code-automation, web-design-systems, product-engineering-tools Entity candidates (pending promotion): Claude Code, Frontend Design skill, UI UX Pro Max, Auto Mode, Motion Design, Professional Web Design Principles

[2026-07-31 22:27] compile | douyin_20260530_LLM_Wiki_和_GBrain_真正的差别_不是谁检索更强_n而是它们在回答两个完全不同的问题_n

Suggested MOCs (not yet created): ai-knowledge-systems, agent-orchestration, knowledge-consolidation Entity candidates (pending promotion): Andrej Karpathy, Gary Tan, LLM Wiki, G-Brain, RAG, Agent Long-term Memory

[2026-07-31 22:28] compile | douyin_20260531__ai_github

Suggested MOCs (not yet created): agent-orchestration, development-tools, team-collaboration Entity candidates (pending promotion): Ruffalo, Claude Code, agent swarm, cross-session memory, Federation, plugin ecosystem

[2026-07-31 22:29] compile | douyin_20260531_AI_产品经理实战之AI客服的Eval体系怎么搭_我接触过_10_个_AI_客服团队_7_个连测试集都

Suggested MOCs (not yet created): ai-product-engineering, evaluation-framework, llm-systems-architecture Entity candidates (pending promotion): Eval体系, RAG, Agent, LLM Judge, 评估数据集

[2026-07-31 22:29] compile | douyin_20260531_AI产品经理实战之AI客服2026选RAG还是Agent_我做过3个AI客服项目_1个月烧2_8万_1

Suggested MOCs (not yet created): ai-customer-service, llm-architecture-patterns, ai-product-selection Entity candidates (pending promotion): RAG, Agent, 混合架构, AI客服, 意图分类, 抖音

[2026-07-31 22:30] compile | douyin_20260601_AI设计全是紫色渐变_这_4_个_Skill_直接治愈你_skills_UI设计_设计灵感_排版_技术

Suggested MOCs (not yet created): design-systems, ai-aesthetic-systems, ai-design-tools Entity candidates (pending promotion): impeccable, front and design, UI UX Pro Max, Awesome Cloud Design, 设计语言

[2026-07-31 22:31] compile | douyin_20260617_分享一点普通人积累原始资本的一点信息差_本视频仅用于教育和个人经验分享_不构成任何投资建议_期权交易风

Suggested MOCs (not yet created): options-trading, trading-systems, investment-strategy Entity candidates (pending promotion): SPX (标普500指数), 傻白, 卖方期权, 信用价差, Gamma Exposure, 均值回归, 趋势跟随

[2026-07-31 22:31] compile | douyin_20260619__这7个超简单App正在闷声发大财_你也做得出来_你相信吗_2026年最赚钱的App_不是什么技术大牛

Suggested MOCs (not yet created): indie-app-development, vertical-market-strategy, no-code-product-building Entity candidates (pending promotion): Upward, Prelog, Pixel Painters, Teacher Z, 垂直市场细分, 无代码应用开发

[2026-07-31 22:32] compile | douyin_20260619__2分钟挖爆品_NotebookLM帮我抓用户痛点_最近用NotebookLM刷了普拉提女生和北美家庭

Suggested MOCs (not yet created): product-market-research, user-research-methods, early-stage-brand-strategy Entity candidates (pending promotion): NotebookLM, User pain point research, Product-market gap, YouTube, Brand positioning strategy, Pilates apparel market

[2026-07-31 22:32] compile | youtube_20260615__我这辈子_从来没有过任何一个原创的商业点子_我的所有财富_全部来自无耻的_像素级的克隆_疯狂抄作业赚

Suggested MOCs (not yet created): investment-philosophy, wealth-building, business-replication Entity candidates (pending promotion): Mohnish Pabrai, 不对称局 (Heads I win, Tails I don’t lose much), 克隆优于原创, 数月亮理论, Pabrai Funds, Warren Buffett

[2026-07-31 22:32] compile | douyin_20260620_离交易越近_越看得懂钱_自媒体_自媒体创业

Suggested MOCs (not yet created): self-media-entrepreneurship, business-fundamentals, consulting-business-model Entity candidates (pending promotion): 哈伦智造, 商业直觉, 客户咨询, 自媒体商业化, 价值交换, 商业规模感知

[2026-07-31 22:33] compile | douyin_20260622__抖音精选独家_一条视频带你回顾英国的过去_现在和未来_看英国的结局最后会是什么样子_全球创作者计划

Suggested MOCs (not yet created): uk-politics, populism-democracy, global-trade-economics Entity candidates (pending promotion): 脱欧 (Brexit), David Cameron, European Union, 民粹情绪 (Populism), 工资停滞 (Wage Stagnation), 直接民主 (Direct Democracy)

[2026-07-31 22:34] compile | douyin_20260622_为什么没人能救英国_英国经济_英国_斯塔默_掘金计划2026_燃起来了大国重器

Suggested MOCs (not yet created): uk-economic-crisis, regional-inequality, post-industrial-decline Entity candidates (pending promotion): Margaret Thatcher (撒切尔), Regional Inequality (区域不平等), Right to Buy (购买权政策), Austerity (财政紧缩), Brexit (脱欧), Keir Starmer (斯塔莫)

[2026-07-31 22:34] compile | douyin_20260622_十年梦醒_英国人开始后悔了_脱欧背后的现实真相_脱欧承诺全落空_一时的情绪抉择_要几代人偿还代价_破坏

Suggested MOCs (not yet created): uk-political-economy, migration-policy, populism-consequences Entity candidates (pending promotion): Brexit, European Union, Non-EU Migration, National Health Service, Gravity Model of Trade, Generational Disenfranchisement, Populism & Backlash

[2026-07-31 22:35] compile | douyin_20260622_抖音独家_是什么让英国首相斯塔默陷入可能被迫辞职的窘境_斯塔默_英国_零基础看懂全球_全球创作者计划

Suggested MOCs (not yet created): british-politics, political-economy Entity candidates (pending promotion): Keir Starmer (斯塔默), Labour Party (工党), Fiscal Double Squeeze (财政双重挤压), Structural Political Deadlock (结构性政治困境), Labour Intra-party Factions (工党内部派系), Parliamentary Majority Power (议会多数权力)

[2026-07-31 22:36] compile | douyin_20260622_抖音独家_脱欧10年亏万亿英镑_英国六任首相接连翻车_全球创作者计划_在抖音看见新世界_在合集看百态

Suggested MOCs (not yet created): brexit, protectionism-vs-globalization, china-foreign-policy Entity candidates (pending promotion): Brexit, Keir Starmer, Reform UK, Scottish Independence Movement, Open Economy Strategy

[2026-07-31 22:36] compile | douyin_20260622_百分之99的人对人工智能的未来一无所知_大多数人认为自己在_AI_领域领先一步_仅仅是因为他们尝试了一

Suggested MOCs (not yet created): ai-agent-levels, multi-agent-orchestration, ai-automation-stack Entity candidates (pending promotion): Claude Code, AI Agent, Multi-agent organization, Manus, Claude Cowork, Whisperflow, Autonomous workflow execution

[2026-07-31 22:37] compile | youtube_20260506_The_Most_Passive_104K_M_Online_Business_xUZYy3hCRUM

Suggested MOCs (not yet created): local-seo, lead-generation, passive-income-models Entity candidates (pending promotion): Kyle, Website Landlord Model, Local SEO, Call Tracking, Free Trial Retention, High-Margin Business Model

[2026-08-12] decision | 概念页重建完成 — 基于 312 篇干净转写

前情

转写串台事故后,旧的 15 概念页 + 5 MOC 因基于错误数据被隔离到 40-Archive/contaminated-2026-06-22/。重建需要 compile 阶段(抽实体)的数据。

过程中修的坑

1. reprocess.py 当初只做转写+总结,没跑 compile → 312 篇缺实体数据
2. compile_stage._extract_entities 静默吞错(超时 120s 不够、无重试) → 修:超时 300s + 3 次重试 + JSON 容错 + 失败原因写盘
3. Claude 订阅额度耗尽时 CLI 把提示写进 stdout 且 rc=1,被当成普通失败 → 修:识别为 QuotaExhausted,新脚本 compile_backfill.py 自动等待重置
4. brew 移除 python@3.13 导致 8 个 LaunchAgent 全停 → 修:brew install python@3.13,并把 processor/watchdog 日志移出 ~/Documents(TCC 限制 launchd 重定向)

结果

• compile 覆盖率 312/312 (100%)
• 真实主轴(与事故前的 bug 假象完全不同): Claude Code 45× > Codex 26× > Claude 16× > Obsidian 15× MOC: video-automation 58× > agent-orchestration 32× > prompt-engineering 17×
• 生成 11 概念页 + 5 MOC,index.md 导航同步更新