# Second Brain — AI Agent 第二大脑

> 一个具备自进化能力的开源第二大脑与知识图谱系统。
> 整合 817 篇公开知识体系、18 知识域全景拓扑与 7 大自举进化闭环。

## 知识库概览
- 官网与 3D 拓扑探针: https://mo9652962-ai.github.io/second-brain/
- 在线知识库 (MkDocs): https://mo9652962-ai.github.io/second-brain/kb/
- 机器可读图谱清单: https://mo9652962-ai.github.io/second-brain/kb/knowledge/VAULT-MAP/

## 核心知识域与重点索引 (Core Knowledge Domains)

### .CLAUDE (4 篇)
- [SKILL](https://mo9652962-ai.github.io/second-brain/kb/.claude/skills/debug-issue/SKILL/): Systematically debug issues using graph-powered code navigation
- [SKILL](https://mo9652962-ai.github.io/second-brain/kb/.claude/skills/explore-codebase/SKILL/): Navigate and understand codebase structure using the knowledge graph
- [SKILL](https://mo9652962-ai.github.io/second-brain/kb/.claude/skills/refactor-safely/SKILL/): Plan and execute safe refactoring using dependency analysis
- [SKILL](https://mo9652962-ai.github.io/second-brain/kb/.claude/skills/review-changes/SKILL/): Perform a structured code review using change detection and impact

### .CODEBUDDY (4 篇)
- [SKILL](https://mo9652962-ai.github.io/second-brain/kb/.codebuddy/skills/debug-issue/SKILL/): Systematically debug issues using graph-powered code navigation
- [SKILL](https://mo9652962-ai.github.io/second-brain/kb/.codebuddy/skills/explore-codebase/SKILL/): Navigate and understand codebase structure using the knowledge graph
- [SKILL](https://mo9652962-ai.github.io/second-brain/kb/.codebuddy/skills/refactor-safely/SKILL/): Plan and execute safe refactoring using dependency analysis
- [SKILL](https://mo9652962-ai.github.io/second-brain/kb/.codebuddy/skills/review-changes/SKILL/): Perform a structured code review using change detection and impact

### .GITHUB (2 篇)
- [README](https://mo9652962-ai.github.io/second-brain/kb/.github/profile/README/): 👋 你好，我是 mo9652962 AI
- [PULL_REQUEST_TEMPLATE](https://mo9652962-ai.github.io/second-brain/kb/.github/PULL_REQUEST_TEMPLATE/): 📝 变更描述

### .LEARNINGS (3 篇)
- [ERRORS](https://mo9652962-ai.github.io/second-brain/kb/.learnings/ERRORS/): Errors
- [LEARNINGS](https://mo9652962-ai.github.io/second-brain/kb/.learnings/LEARNINGS/): Learnings
- [NEGATIVE-RESULTS](https://mo9652962-ai.github.io/second-brain/kb/.learnings/NEGATIVE-RESULTS/): Negative Results Registry — 阴性结果登记册（Hermes 适配版）

### AI (28 篇)
- [MOC-AI](https://mo9652962-ai.github.io/second-brain/kb/knowledge/AI/MOC-AI/): 🤖 AI 研究与生态 — AI
- [AIRI 三核心技术深研：CCV3 色卡体系 / 记忆设计 / xsai 生态](https://mo9652962-ai.github.io/second-brain/kb/knowledge/AI/AIRI-三核心技术深研-CCV3记忆xsai-2026/): AIRI 三核心技术深研：CCV3 色卡体系 / 记忆设计 / xsai 生态
- [AIRI 开源数字生命评估](https://mo9652962-ai.github.io/second-brain/kb/knowledge/AI/AIRI-开源数字生命-评估-2026/): AIRI 开源数字生命评估
- [AIRI 生态 18 工具全研究——哪些对 sora 有用](https://mo9652962-ai.github.io/second-brain/kb/knowledge/AI/AIRI生态-18工具研究-哪些有用-2026/): AIRI 生态 18 工具全研究——哪些对 sora 有用
- [AI 视频 Agent 全流程工作流：四 Skill 协同架构研读与实战落地](https://mo9652962-ai.github.io/second-brain/kb/knowledge/AI/AI视频Agent全流程-四Skill协同架构-2026-09-20/): AI 视频 Agent 全流程工作流：四 Skill 协同架构研读与实战落地
- [TencentDB Agent Memory 评估（2026-08-22）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/AI/TencentDB-Agent-Memory-评估-2026-08-22/): TencentDB Agent Memory 评估（2026-08-22）
- [Vibe Coding 自制高交互设计师个人网站：全流程实战与工程化拆解](https://mo9652962-ai.github.io/second-brain/kb/knowledge/AI/Vibe-Coding自制设计师交互网站-全流程实战-2026-09-20/): Vibe Coding 自制高交互设计师个人网站：全流程实战与工程化拆解
- [openmaic-multiagent-classroom-2026-09-06](https://mo9652962-ai.github.io/second-brain/kb/knowledge/AI/openmaic-multiagent-classroom-2026-09-06/): OpenMAIC — 清华多 Agent 交互课堂

### AI-WORKFLOW (2 篇)
- [reverse-prompting](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/reverse-prompting/): 反推提示词工程（Reverse Prompting）
- [desktop-beautify](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Hardware/desktop-beautify/): Windows 桌面美化方案

### ACADEMIC (4 篇)
- [ai-research-collaboration](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/ai-research-collaboration/): AI 科研协作：110 亿 Token 的经验
- [cnki-browser-plugin](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/cnki-browser-plugin/): 科研工具：攻玉学术·知网浏览器插件
- [nihaixia-skill](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/nihaixia-skill/): 倪海厦 Skill · 中医经方 AI 技能包
- [researchpilot-skills](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/researchpilot-skills/): ResearchPilot-Skills · AI 科研全流程 Skill 套件

### ARCHIVE (12 篇)
- [MOC-Archive](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Archive/MOC-Archive/): 🗄️ 归档 — Archive
- [Example Domain](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Archive/20260728-182639-Example Domain/): Example Domain
- [2026-07-29-每日回顾](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Archive/Daily-before-08-08/2026-07-29-每日回顾/): 📅 2026年7月29日 · 今日回顾
- [hackernews-2026-07-29-absorbed](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Archive/Daily-before-08-08/hackernews-2026-07-29-absorbed/): HN 今日精选 — 知识吸收
- [Hacker News 今日精选 — 2026-07-29](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Archive/Daily-before-08-08/hackernews-2026-07-29/): Hacker News 今日精选 — 2026-07-29
- [Hacker News 今日精选 — 2026-07-30](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Archive/Daily-before-08-08/hackernews-2026-07-30/): Hacker News 今日精选 — 2026-07-30
- [Hacker News 今日精选 — 2026-07-31](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Archive/Daily-before-08-08/hackernews-2026-07-31/): Hacker News 今日精选 — 2026-07-31
- [Hacker News 今日精选 — 2026-08-02](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Archive/Daily-before-08-08/hackernews-2026-08-02/): Hacker News 今日精选 — 2026-08-02

### CONTENT (10 篇)
- [MOC-Content](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Content/MOC-Content/): 📣 内容生产 — Content
- [AI 做自媒体，6 个视频 Skill 选型指南：剪辑、包装与补镜头全解](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Content/AI自媒体6大视频Skill选型指南-2026-09-22/): AI 做自媒体，6 个视频 Skill 选型指南：剪辑、包装与补镜头全解
- [GEO 生成式引擎优化 - 研究](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Content/GEO-生成式引擎优化-研究-2026/): GEO 生成式引擎优化 — 研究（2026-09-19）
- [hyperframes-html-to-video-2026-09-13](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Content/hyperframes-html-to-video-2026-09-13/): HyperFrames — Write HTML. Render Video. Built for Agents
- [2026 内容创作千轮研究增强（B 站知识区 + AI 创作）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Content/内容创作-2026-B站变现增强/): 2026 内容创作千轮研究增强（B 站知识区 + AI 创作）
- [即梦 Seedance 2.0 视频提示词：相机四维编码速查手册](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Content/即梦Seedance-相机四维编码速查-2026/): 即梦 Seedance 2.0 视频提示词：相机四维编码速查手册
- [去AI味2026强化-39类检测](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Content/去AI味2026强化-39类检测/): 去 AI 味 2026 强化：39 类检测 + 注入肉身法（千轮研究 2026-08-21）
- [抖音AI博主千轮研究-2026-09-03](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Content/抖音AI博主千轮研究-2026-09-03/): 抖音 AI 博主方向 · 千轮研究（2026-09-03）

### CREATIVE (5 篇)
- [MOC-Creative](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Creative/MOC-Creative/): 🎨 创意创作 — Creative
- [AI 小说工厂流水线（摸鱼大法师 · 抖音 2026-08-20）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Creative/AI小说工厂流水线-2026-08-20/): AI 小说工厂流水线（摸鱼大法师 · 抖音 2026-08-20）
- [no-ai-slop-2026-09-13](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Creative/no-ai-slop-2026-09-13/): No AI Slop — 移除 20+ 种 AI 套路的规则化 Agent Skill
- [网文世界观设定 · 千轮研究（2026-08-17）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Creative/novel-worldbuilding-2026-08-17/): 网文世界观设定 · 千轮研究（2026-08-17）
- [sumeru 技能蒸馏（2026-08-20）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Creative/sumeru-skill-distillation-2026-08-20/): sumeru 技能蒸馏（2026-08-20）

### DAILY (39 篇)
- [MOC-Daily](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Daily/MOC-Daily/): 📅 每日产出 — Daily
- [今日产出学习研究报告（2026-08-18）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Daily/daily-output-study-2026-08-18/): 今日产出学习研究报告（2026-08-18）
- [Hacker News 今日精选 — 2026-08-07](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Daily/hackernews-2026-08-07/): Hacker News 今日精选 — 2026-08-07
- [Hacker News 今日精选 — 2026-08-08](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Daily/hackernews-2026-08-08/): Hacker News 今日精选 — 2026-08-08
- [Hacker News 今日精选 — 2026-08-09](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Daily/hackernews-2026-08-09/): Hacker News 今日精选 — 2026-08-09
- [Hacker News 今日精选 — 2026-08-12](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Daily/hackernews-2026-08-12/): Hacker News 今日精选 — 2026-08-12
- [Hacker News 今日精选 — 2026-08-13](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Daily/hackernews-2026-08-13/): Hacker News 今日精选 — 2026-08-13
- [Hacker News 今日精选 — 2026-08-14](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Daily/hackernews-2026-08-14/): Hacker News 今日精选 — 2026-08-14

### DEV (93 篇)
- [MOC-Dev](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/MOC-Dev/): 💻 开发域 — 编程与系统
- [AI 漫剧制作全流程（学习笔记 2026-08）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/AI漫剧制作全流程/): AI 漫剧制作全流程（学习笔记 2026-08）
- [Awesome Python & Awesome Self-hosted 学习笔记](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/Awesome-Lists-Study/): Awesome Python & Awesome Self-hosted 学习笔记
- [CAD自动化MCP参考-pascal-2026-09-08](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/CAD自动化MCP参考-pascal-2026-09-08/): CAD 自动化 MCP 参考（pascal/editor 实证，2026-09-08）
- [Devin / Cognition 评估与接入建议](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/Devin-Cognition-评估-2026-09-20/): Devin / Cognition 评估与接入建议
- [KiCad SWIG→kipy(IPC API) 迁移兼容性测试报告（2026-08-23）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/KiCad-kipy迁移兼容性测试-2026-08-23/): KiCad SWIG→kipy(IPC API) 迁移兼容性测试报告（2026-08-23）
- [OpenGameAgent 架构拆解 — 对标 DeepSeek Harness](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/OpenGameAgent-架构拆解-对标dsh-2026-08-15/): OpenGameAgent 架构拆解 — 对标 DeepSeek Harness
- [React Bits 前端高阶动效组件库速查手册](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/React-Bits-Web动效组件库速查-2026/): React Bits 前端高阶动效组件库速查手册

### DEVELOPMENT (27 篇)
- [AI全栈项目-SummerCheckin自习室平台-2026-08-31](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/AI全栈项目-SummerCheckin自习室平台-2026-08-31/): Summer Checkin：AI 驱动的自习室学习平台（Vibe Coding 大赏作品）
- [VibeCoding部署全流程-下-2026-08-23](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/VibeCoding部署全流程-下-2026-08-23/): Vibe Coding 项目部署全流程（下）——拆解
- [soft-delete-method-2026-08-21](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/soft-delete-method-2026-08-21/): 软删除（Soft Delete）方法论（程序员Orion · 抖音 2026-08-21）
- [事务内网络IO-本地消息表](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/事务内网络IO-本地消息表/): 事务内做网络 IO = 隐形炸弹（千轮研究 2026-08-21）
- [代码审查铁律-跑通不等于交付](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/代码审查铁律-跑通不等于交付/): 代码审查铁律：跑通 ≠ 交付（程序员Orion · 抖音 2026-08-21）
- [写码前扫坑清单](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/写码前扫坑清单/): 写码前扫坑清单（开发 B 坑系列汇总）
- [分布式定时任务-锁](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/分布式定时任务-锁/): 分布式定时任务：分布式锁（程序员Orion · 抖音 2026-08-21）
- [单体优先-架构演进铁律](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/单体优先-架构演进铁律/): 单体优先：架构演进铁律（程序员Orion · 抖音 2026-08-21）

### FINANCE (18 篇)
- [MOC-Finance](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Finance/MOC-Finance/): 📈 金融域 — 股票分析
- [深度决策仪表盘 — 2026-08-15 盘后](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Finance/每日股票分析-2026-08-15/): 深度决策仪表盘 — 2026-08-15 盘后
- [自选股深度决策仪表盘（2026-08-17 盘后）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Finance/每日股票分析-2026-08-17/): 自选股深度决策仪表盘（2026-08-17 盘后）
- [自选股深度决策仪表盘（2026-08-18 盘后）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Finance/每日股票分析-2026-08-18/): 自选股深度决策仪表盘（2026-08-18 盘后）
- [自选股深度决策仪表盘（2026-08-19 盘后）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Finance/每日股票分析-2026-08-19/): 自选股深度决策仪表盘（2026-08-19 盘后）
- [自选股深度决策仪表盘（2026-09-01 盘后）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Finance/每日股票分析-2026-09-01/): 自选股深度决策仪表盘（2026-09-01 盘后）
- [自选股深度决策仪表盘（2026-09-08 盘后）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Finance/每日股票分析-2026-09-08/): 自选股深度决策仪表盘（2026-09-08 盘后）
- [自选股深度决策仪表盘（2026-09-09 盘后）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Finance/每日股票分析-2026-09-09/): 自选股深度决策仪表盘（2026-09-09 盘后）

### GAMING (2 篇)
- [bannerlord-gemini-loadout-2026-08-20](https://mo9652962-ai.github.io/second-brain/kb/knowledge/gaming/bannerlord-gemini-loadout-2026-08-20/): 骑砍2 e1.4.7 mod 装载 Gemini 评估落地（2026-08-20）
- [bannerlord-upgrade-plan-2026-08-20](https://mo9652962-ai.github.io/second-brain/kb/knowledge/gaming/bannerlord-upgrade-plan-2026-08-20/): 骑砍2 e1.4.7 绅士体系完整升级方案（整合版）

### HARDWARE (15 篇)
- [MOC-Hardware](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Hardware/MOC-Hardware/): 🔧 硬件域 — PCB/CAD/嵌入式
- [AI-PCB设计前沿-pcbflow对比](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Hardware/AI-PCB设计前沿-pcbflow对比/): AI PCB 设计前沿：PCB Flow 12 阶段 + KiCad AI 助手（千轮研究 2026-08-21）
- [2026 CAD 千轮研究增强](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Hardware/CAD-2026-千轮研究增强/): 2026 CAD 千轮研究增强
- [ESP32S3 万年历 + AI 开发调研（2026-08-23）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Hardware/ESP32万年历AI开发-调研-2026-08-23/): ESP32S3 万年历 + AI 开发调研（2026-08-23）
- [2026 PCB 设计千轮研究增强](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Hardware/PCB-2026-KiCad10与AI-EDA/): 2026 PCB 设计千轮研究增强
- [USB-UART转换器设计复盘-2026-08-08](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Hardware/USB-UART转换器设计复盘-2026-08-08/): USB-UART 转换器设计复盘（嘉立创示例项目学习）
- [AI 前端效率 · 7 个设计资源站](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Hardware/ai-frontend-design-sites/): AI 前端效率 · 7 个设计资源站
- [AI 求职简历提示词 · 高级设计排版](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Hardware/ai-resume-prompt/): AI 求职简历提示词 · 高级设计排版

### META (15 篇)
- [MOC-META](https://mo9652962-ai.github.io/second-brain/kb/knowledge/META/MOC-META/): 🛠️ 知识库治理 — META
- [MOC-Memory](https://mo9652962-ai.github.io/second-brain/kb/memory/MOC-Memory/): 🧠 Memory 索引
- [DASHBOARD](https://mo9652962-ai.github.io/second-brain/kb/knowledge/DASHBOARD/): 📊 DASHBOARD — 知识库健康看板
- [知识库查询依据规则](https://mo9652962-ai.github.io/second-brain/kb/knowledge/META/KNOWLEDGE-QUERY-RULES/): 📌 知识库查询依据规则 — Query Attribution Rules
- [current-environment](https://mo9652962-ai.github.io/second-brain/kb/knowledge/META/current-environment/): 当前运行环境
- [current-model-status](https://mo9652962-ai.github.io/second-brain/kb/knowledge/META/current-model-status/): 当前模型与 API 状态
- [knowledge-sources](https://mo9652962-ai.github.io/second-brain/kb/knowledge/META/knowledge-sources/): 本地知识库入口
- [千轮自我强化-技能自进化研究-2026-08-21](https://mo9652962-ai.github.io/second-brain/kb/knowledge/META/千轮自我强化-技能自进化研究-2026-08-21/): 千轮自我强化：Agent 技能自进化前沿研究（2026-08-21）

### META (2 篇)
- [千轮研究-沉淀验证与应用-2026-08-21](https://mo9652962-ai.github.io/second-brain/kb/knowledge/META/千轮研究-沉淀验证与应用-2026-08-21/): 千轮研究：38 条沉淀的再学习验证与应用（2026-08-21）
- [技能生产链全景图-2026-08-21](https://mo9652962-ai.github.io/second-brain/kb/knowledge/META/技能生产链全景图-2026-08-21/): 技能生产链全景图（407 技能 → 9 流派 × 6 段生产链）

### PRODUCT (2 篇)
- [MOC-Product](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Product/MOC-Product/): 📦 产品 — Product
- [墨题用户体验完善——千轮深研（2026-08-23）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Product/墨题用户体验完善-千轮深研-2026-08-23/): 墨题用户体验完善——千轮深研（2026-08-23）

### PRODUCTIVITY (59 篇)
- [MOC-Productivity](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Productivity/MOC-Productivity/): 🏠 效率域 — 生产力与方法论
- [WPS 数学练习册标准化优化指南](https://mo9652962-ai.github.io/second-brain/kb/docs/WPS数学练习册标准化优化指南/): 📐 WPS 数学练习册标准化优化指南
- [hermes-agent-ecosystem](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/hermes-agent-ecosystem/): 🔧 Hermes 工具生态速览
- [6-online-tools](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Productivity/6-online-tools/): 6 个实用在线工具
- [AI生成页面不等于项目完成-交付认知](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Productivity/AI生成页面不等于项目完成-交付认知/): AI 生成页面 ≠ 项目完成：交付认知（程序员Orion · 抖音 2026-08-21）
- [2026 PPT 设计千轮研究增强](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Productivity/PPT-2026-千轮研究增强/): 2026 PPT 设计千轮研究增强
- [PPT 国奖级扇叶开场平滑动画：全流程制作 SOP 与双态 Morph 驱动指南](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Productivity/PPT国奖级扇叶开场平滑动画-制作SOP-2026-09-20/): PPT 国奖级扇叶开场平滑动画：制作 SOP 与双态 Morph 驱动指南
- [PPT 电影级镂空文字开场动画：全流程制作 SOP 与商业化/答辩实战应用](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Productivity/PPT电影级镂空文字开场动画-制作SOP-2026-09-22/): PPT 电影级镂空文字开场动画：制作 SOP 与商业化/答辩实战

### PROGRAMMING (4 篇)
- [campus-box-design](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/campus-box-design/): 校园便利盒 — 完整设计方案
- [chinese-poetry](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/chinese-poetry/): chinese-poetry · 最全古诗词数据库
- [godot-card-draw](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/godot-card-draw/): godot-card-draw · 抽卡动画
- [ponytail](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/ponytail/): Ponytail · AI 编程极简原则

### PROJECTS (2 篇)
- [MOC-Projects](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Projects/MOC-Projects/): 🚀 项目 — Projects
- [墨题安全待决策项（2026-08-19 Gemini 审查遗留）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Projects/墨题安全待决策-2026-08-19/): 墨题安全待决策项（2026-08-19 Gemini 审查遗留）

### RESEARCH (210 篇)
- [MOC-GitHub](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/MOC-GitHub/): 🐙 GitHub 研究 MOC — GitHub Treasure Map
- [MOC-Research](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/MOC-Research/): 🔬 研究笔记 MOC — Research Map
- [10大顶级 AI Agent 项目 - 十轮深度研究报告](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/10-Top-AI-Agent-Projects-Deep-Research/): 10大顶级 AI Agent 项目 - 十轮深度研究报告
- [2026-09-11 十领域自我强化研究索引](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/2026-09-11-self-study/INDEX/): 十领域自我强化研究（2026-09-11 千轮研究批次）
- [CAD智能制造自动化-千轮研究-2026-09](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/2026-09-11-self-study/research_cad/): CAD/智能制造自动化 · 2026 千轮研究报告
- [AI内容工业化-千轮研究-2026-09](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/2026-09-11-self-study/research_content_indus/): AI 内容工业化研究报告（抖音 · 2026-09 千轮研究）
- [嵌入式边缘AI进阶路线-千轮研究-2026-09](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/2026-09-11-self-study/research_edgeai/): 嵌入式/边缘 AI 进阶路线研究报告（2026）
- [墨题AI化-千轮研究-2026-09](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/2026-09-11-self-study/research_moti_ai/): 墨题 AI 化千轮研究报告：AI 精讲 / AI 批改 / AI 口语 技术路线

### SOP (9 篇)
- [MOC-SOP](https://mo9652962-ai.github.io/second-brain/kb/knowledge/SOP/MOC-SOP/): 📋 标准操作流程 — SOP
- [SOP-001: 复杂多步故障排查与根因修复标准流程](https://mo9652962-ai.github.io/second-brain/kb/knowledge/SOP/SOP-001-fault-diagnosis/): SOP-001: 复杂多步故障排查与根因修复标准流程
- [SOP-002: 技术与研报深度调研自闭环流程](https://mo9652962-ai.github.io/second-brain/kb/knowledge/SOP/SOP-002-deep-research/): SOP-002: 技术与研报深度调研自闭环流程
- [SOP-003: dsh 升级（npm 12 ETARGET 绕道方案）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/SOP/SOP-003-dsh-upgrade/): SOP-003: dsh 升级（npm 12 ETARGET 绕道方案）
- [SOP-004: SRC 资产侦察标准流程](https://mo9652962-ai.github.io/second-brain/kb/knowledge/SOP/SOP-004-src-recon/): SOP-004: SRC 资产侦察标准流程
- [SOP-005: 小程序反编译密钥审计流程](https://mo9652962-ai.github.io/second-brain/kb/knowledge/SOP/SOP-005-miniapp-audit/): SOP-005: 小程序反编译密钥审计流程
- [SOP-006: AI 代码审查协作流程（Gemini 第二意见）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/SOP/SOP-006-ai-code-review/): SOP-006: AI 代码审查协作流程（Gemini 第二意见）
- [知识赋能方法论（Skill Engineering 2026）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/SOP/SOP-007-knowledge-empowerment/): 知识赋能方法论（Skill Engineering 2026）

### SECURITY (59 篇)
- [MOC-Security](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Security/MOC-Security/): 🛡️ 网络安全 MOC — Security Map
- [Git密钥泄露-轮换](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Security/Git密钥泄露-轮换/): Git 历史泄密：密钥不是配置（程序员Orion · 抖音 2026-08-21）
- [OSS公共读-隐私泄露](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Security/OSS公共读-隐私泄露/): OSS 公共读 = 隐私泄露现场（程序员Orion · 抖音 2026-08-21）
- [SQL注入-参数化查询](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Security/SQL注入-参数化查询/): SQL 注入：参数化查询铁律（程序员Orion · 抖音 2026-08-21）
- [SRC批量初筛最小闭环验证-真洞转化率趋零-2026-09-02](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Security/SRC批量初筛最小闭环验证-真洞转化率趋零-2026-09-02/): SRC 批量初筛最小闭环验证：真洞转化率 ≈ 0%
- [AI 增强挖洞流水线（2026-08-18 落地）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Security/ai-enhanced-pipeline-2026-08-18/): AI 增强挖洞流水线（2026-08-18 落地）
- [ai-infra-guard-2026-09-20](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Security/ai-infra-guard-2026-09-20/): Tencent AI-Infra-Guard（A.I.G）— AI 红队平台：扫 Agent / MCP / Skills / 基础设施
- [AI 红队工作台全景对比（2026-08-18 研究）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Security/ai-redteam-tools-compare-2026-08-18/): AI 红队工作台全景对比（2026-08-18 研究）

### ACADEMIC (3 篇)
- [2026-10-16-academic-writing-ecosystem-evaluation](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/2026-10-16-academic-writing-ecosystem-evaluation/): 论文写作开源项目与成熟平台评估（2026-10-16）
- [2026-10-16-thesis-reference-and-docx-linkage-lessons](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/2026-10-16-thesis-reference-and-docx-linkage-lessons/): 论文文献可获取性与 DOCX 引用链接实战复盘
- [Academic](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/Academic/): 学术知识库

### CARDS (41 篇)
- [MOC-cards](https://mo9652962-ai.github.io/second-brain/kb/knowledge/cards/MOC-cards/): 🃏 知识卡片 — cards
- [2026-07-31-openforgerl](https://mo9652962-ai.github.io/second-brain/kb/knowledge/cards/2026-07-31-openforgerl/): 🃏 知识卡片 · OpenForgeRL：用你每天都在用的 Agent Harness 直接训练模型
- [2026-08-02-eu-ai-act](https://mo9652962-ai.github.io/second-brain/kb/knowledge/cards/2026-08-02-eu-ai-act/): 🃏 知识卡片 · 今天起，欧盟 AI 法案高风险义务正式执法
- [2026-08-03-linggan-deai](https://mo9652962-ai.github.io/second-brain/kb/knowledge/cards/2026-08-03-linggan-deai/): 🃏 知识卡片 · 降 AI 味工具定标：零感 AI 横评四维第一，1 元/千字可主推
- [2026-08-04-sesa-self-evolving-agent](https://mo9652962-ai.github.io/second-brain/kb/knowledge/cards/2026-08-04-sesa-self-evolving-agent/): 🃏 知识卡片 · SESA：让 Agent 自己出题、解题、把失败写成技能再进化
- [2026-08-05-protocol-version-negotiation](https://mo9652962-ai.github.io/second-brain/kb/knowledge/cards/2026-08-05-protocol-version-negotiation/): 🃏 知识卡片 · 协议版本协商：让"版本无关可读"排在最前面，旧客户端才不秒断
- [2026-08-06-ai-daily](https://mo9652962-ai.github.io/second-brain/kb/knowledge/cards/2026-08-06-ai-daily/): AI 日报 2026-08-05
- [2026-08-06-deepseek-v4-flash-official](https://mo9652962-ai.github.io/second-brain/kb/knowledge/cards/2026-08-06-deepseek-v4-flash-official/): DeepSeek V4-Flash 正式版 — Agent 能力暴增 6 倍

### CONCEPTS (2 篇)
- [MOC-Concepts](https://mo9652962-ai.github.io/second-brain/kb/concepts/MOC-Concepts/): 💡 概念 — 常青概念卡片
- [Obsidian-Vault](https://mo9652962-ai.github.io/second-brain/kb/concepts/Obsidian-Vault/): Obsidian Vault — 使用指南与双轨记忆策略

### GAMING (2 篇)
- [MOC-gaming](https://mo9652962-ai.github.io/second-brain/kb/knowledge/gaming/MOC-gaming/): 🎮 游戏研究 — gaming
- [Lossless Scaling（无损缩放/小黄鸭）研究（2026-08-18 五轮千轮研究）](https://mo9652962-ai.github.io/second-brain/kb/knowledge/gaming/lossless-scaling-2026-08-18/): Lossless Scaling（无损缩放/小黄鸭）研究（2026-08-18 五轮千轮研究）

### GRAPHIFY (2 篇)
- [graphify-weekly-2026-08-02](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/graphify-weekly-2026-08-02/): Graphify 图谱周更新 (2026-08-02, W31)
- [graphify-weekly-2026-08-09](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/graphify-weekly-2026-08-09/): Graphify 图谱周更新 (2026-08-09, W32)

### HEALTH (2 篇)
- [MOC-Health](https://mo9652962-ai.github.io/second-brain/kb/health/MOC-Health/): 💚 健康 — 自举健康检查
- [HEALTH_REPORT-2026-08-01](https://mo9652962-ai.github.io/second-brain/kb/health/HEALTH_REPORT-2026-08-01/): Hermes Agent 健康检查报告

### KNOWLEDGE-GRAPH (2 篇)
- [graphify-weekly-2026-09-06](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/graphify-weekly-2026-09-06/): Graphify 知识图谱周更 2026-09-06
- [graphify-weekly-2026-09-20](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/graphify-weekly-2026-09-20/): Graphify 知识图谱周更 2026-09-20

### PIPELINES (2 篇)
- [pipeline-overview](https://mo9652962-ai.github.io/second-brain/kb/pipelines/pipeline-overview/): Pipeline 工作流总览（优化版）
- [skill-triggers](https://mo9652962-ai.github.io/second-brain/kb/pipelines/skill-triggers/): Skill 触发词映射表 v1.0

### PLAYBOOKS (3 篇)
- [browserbase-evaluation](https://mo9652962-ai.github.io/second-brain/kb/playbooks/browserbase-evaluation/): Browserbase 云服务 — 评估对比
- [camofox-docker-setup](https://mo9652962-ai.github.io/second-brain/kb/playbooks/camofox-docker-setup/): Camofox Docker 反检测 — 启动预案
- [web-scraping-cron-template](https://mo9652962-ai.github.io/second-brain/kb/playbooks/web-scraping-cron-template/): 网页定时抓取 — 预备方案

### PORTFOLIO (5 篇)
- [MOC-Portfolio](https://mo9652962-ai.github.io/second-brain/kb/portfolio/MOC-Portfolio/): 🎯 作品集 — 交付案例
- [README](https://mo9652962-ai.github.io/second-brain/kb/portfolio/parametric-gearbox/README/): 参数化齿轮箱 (build123d)
- [README](https://mo9652962-ai.github.io/second-brain/kb/portfolio/stc89c52-thermostat/README/): STC89C52 智能温控器
- [README](https://mo9652962-ai.github.io/second-brain/kb/portfolio/url-shortener-design/README/): URL 短链系统设计
- [index](https://mo9652962-ai.github.io/second-brain/kb/portfolio/index/): 作品集概览

### PROJECTS (7 篇)
- [MOC-Projects](https://mo9652962-ai.github.io/second-brain/kb/projects/MOC-Projects/): 📦 项目 — 进行中项目
- [README](https://mo9652962-ai.github.io/second-brain/kb/projects/ai-blogger/README/): AI 博主 · 项目总览
- [README](https://mo9652962-ai.github.io/second-brain/kb/projects/math-workbook/README/): 📐 三年级数学每日一练 — 实战项目
- [content-template](https://mo9652962-ai.github.io/second-brain/kb/projects/ai-blogger/content-template/): AI 博主 · 内容发布模板 + 追踪清单
- [2026-09-09-AI会为了讨好你撒谎吗-抖音脚本](https://mo9652962-ai.github.io/second-brain/kb/projects/ai-blogger/drafts/2026-09-09-AI会为了讨好你撒谎吗-抖音脚本/): 🎬 抖音脚本草稿 · 《AI 会为了讨好你而撒谎吗？》
- [tools-setup](https://mo9652962-ai.github.io/second-brain/kb/projects/ai-blogger/tools-setup/): AI 博主 · 工具链配置验证
- [current](https://mo9652962-ai.github.io/second-brain/kb/projects/current/): 当前项目状态

### RESEARCH (12 篇)
- [Hermes + MCP 分层架构](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/hermes-mcp-architecture/): Hermes + MCP 分层架构
- [arxiv-2026-07-29-core-contributions](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/arxiv-2026-07-29-core-contributions/): arXiv 核心贡献总结 — 2026-07-29
- [arxiv-weekly-2026-07-29](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/arxiv-weekly-2026-07-29/): arXiv Weekly Roundup — AI Agent & LLM Papers
- [arxiv-weekly-2026-07-31](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/arxiv-weekly-2026-07-31/): arXiv Weekly Roundup — AI Agent & LLM Papers
- [arxiv-weekly-2026-08-02](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/arxiv-weekly-2026-08-02/): arXiv Weekly Roundup — AI Agent & LLM Papers
- [arxiv-weekly-2026-08-03](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/arxiv-weekly-2026-08-03/): arXiv Weekly Roundup — AI Agent & LLM Papers
- [arxiv-weekly-2026-08-04](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/arxiv-weekly-2026-08-04/): arXiv Weekly Roundup — AI Agent & LLM Papers
- [arxiv-weekly-2026-08-05](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/arxiv-weekly-2026-08-05/): arXiv Weekly Roundup — AI Agent & LLM Papers

### SIMSYNC (2 篇)
- [s4mp-architecture-analysis-2026-08-05](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/s4mp-architecture-analysis-2026-08-05/): S4MP 架构分析（v0.74.1）— 可借鉴点
- [s4mp-round2-2026-08-06](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Research/s4mp-round2-2026-08-06/): S4MP 第二轮深研 - 消息路由 + 连接生命周期

### SKILLS (27 篇)
- [SKILL](https://mo9652962-ai.github.io/second-brain/kb/skills/8051-embedded-dev/SKILL/): 8051/STC89C52 嵌入式开发 v2.0 (2026)：Keil C51/SDCC 编程、AiCube-ISP图形化配置、RTX51 RTOS、STC32/USB/CAN新芯片、VS Code+SDCC+Git现代化工具链、WCH/Nuvoton国产替代、Edge AI单片机趋势
- [8051-cheatsheet](https://mo9652962-ai.github.io/second-brain/kb/skills/8051-embedded-dev/references/8051-cheatsheet/): 8051 寄存器速查表
- [hardware-checklist](https://mo9652962-ai.github.io/second-brain/kb/skills/8051-embedded-dev/references/hardware-checklist/): 51 单片机开发硬件清单
- [mlops-llm-training-pipeline](https://mo9652962-ai.github.io/second-brain/kb/skills/ai/mlops-llm-training-pipeline/): MLOps & LLM 训练流水线 2026：模型微调、LoRA/QLoRA、LlamaFactory、Unsloth、完整训练部署全流程指南
- [SKILL](https://mo9652962-ai.github.io/second-brain/kb/skills/cad-design-master/SKILL/): CAD与3D建模全流程 v2.2 (2026)：FreeCAD 1.1新特性+Assembly+高级build123d扫掠放样+PPA-CF等工程材料+成本估算+AI CAD趋势+模型验证
- [cad-learning-curriculum](https://mo9652962-ai.github.io/second-brain/kb/skills/cad-design-master/references/cad-learning-curriculum/): CAD 自学课程大纲
- [cad-software-comparison](https://mo9652962-ai.github.io/second-brain/kb/skills/cad-design-master/references/cad-software-comparison/): CAD 软件对比速查表 (2026)
- [cross-platform-mobile-development-2026](https://mo9652962-ai.github.io/second-brain/kb/skills/dev/cross-platform-mobile-development-2026/): 移动端跨平台开发 2026：Flutter vs React Native 深度对比、技术选型、学习路径、AI 集成最佳实践

### TEMPLATES (6 篇)
- [light-skills-boundary-test](https://mo9652962-ai.github.io/second-brain/kb/templates/light-skills-boundary-test/): Light Skills · 边界测试报告
- [minimal-methodology-guide](https://mo9652962-ai.github.io/second-brain/kb/templates/minimal-methodology-guide/): 最小方法论文档指南
- [research-cron-templates](https://mo9652962-ai.github.io/second-brain/kb/templates/research-cron-templates/): 科研 cron 模板集
- [每日笔记模板](https://mo9652962-ai.github.io/second-brain/kb/templates/每日笔记模板/): {{date}}
- [研究笔记模板](https://mo9652962-ai.github.io/second-brain/kb/templates/研究笔记模板/): {{title}}
- [风格指南](https://mo9652962-ai.github.io/second-brain/kb/templates/风格指南/): 🎨 知识库风格指南（Vault Style Guide）

### 编程 (3 篇)
- [Programming](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/Programming/): 编程技术栈、Python 3.14 新特性、AI Agent 架构模式、ReAct 范式、Hermes Agent 技能开发
- [freeCodeCamp](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Dev/freeCodeCamp/): freeCodeCamp — 全球最大开源编程学习平台
- [8051-MCU](https://mo9652962-ai.github.io/second-brain/kb/knowledge/Hardware/8051-MCU/): 51 单片机 (8051/MCS-51) — 嵌入式开发入门

## 规范与使用指南
- 完整知识平铺导出 (Full Flat Dump): https://mo9652962-ai.github.io/second-brain/llms-full.txt
- 遵循 llmstxt.org 协议，供 Claude Code、Cursor、OpenCode、Hermes 等 AI Agent 高效检索与推理。