Knowledge Base Log

[2026-04-08 06:57:49] ingest-start | 20260408-065749-kb-test.md

• Source: /home/goral/.openclaw/workspace-dev/kb/raw/inbox/20260408-065749-kb-test.md

[2026-04-08 06:59:19] ingest-start | 20260408-065749-kb-test.md

• Source: /home/goral/.openclaw/workspace-dev/kb/raw/inbox/20260408-065749-kb-test.md

[2026-04-08 06:59] auto-ingest | Untitled

• Source: 20260408-065749-kb-test.md
• Type: article
• Primary Topic: knowledge-management
• Summary: source-summaries/2026-04-08-untitled.md
• Entities:
• Concepts:

[2026-04-08 06:59:19] ingest-complete | 20260408-065749-kb-test.md

• Source: /home/goral/.openclaw/workspace-dev/kb/raw/inbox/20260408-065749-kb-test.md
• Status: complete

[2026-04-08 06:59:19] ingest-start | 20260408-065919-kb-test.md

• Source: /home/goral/.openclaw/workspace-dev/kb/raw/inbox/20260408-065919-kb-test.md

[2026-04-08 06:59] auto-ingest | Untitled

• Source: 20260408-065919-kb-test.md
• Type: article
• Primary Topic: knowledge-management
• Summary: source-summaries/2026-04-08-untitled.md
• Entities:
• Concepts:

[2026-04-08 06:59:19] ingest-complete | 20260408-065919-kb-test.md

• Source: /home/goral/.openclaw/workspace-dev/kb/raw/inbox/20260408-065919-kb-test.md
• Status: complete

[2026-04-08 07:00:49] ingest-start | 20260408-070049-kb-test-2.md

• Source: /home/goral/.openclaw/workspace-dev/kb/raw/inbox/20260408-070049-kb-test-2.md

[2026-04-08 07:00] auto-ingest | Untitled

• Source: 20260408-070049-kb-test-2.md
• Type: article
• Primary Topic: knowledge-management
• Summary: source-summaries/2026-04-08-untitled.md
• Entities:
• Concepts:

[2026-04-08 07:01] auto-ingest | Untitled

• Source: 20260408-070049-kb-test-2.md
• Type: article
• Primary Topic: knowledge-management
• Summary: source-summaries/2026-04-08-untitled.md
• Entities:
• Concepts:

[2026-04-08 07:01:44] ingest-start | 20260408-070049-kb-test-2.md

• Source: /home/goral/.openclaw/workspace-dev/kb/raw/inbox/20260408-070049-kb-test-2.md

[2026-04-08 07:01] auto-ingest | WIKI.md — Knowledge Base Schema

• Source: 20260408-070049-kb-test-2.md
• Type: paper
• Primary Topic: knowledge-management
• Summary: source-summaries/2026-04-08-wiki-md-knowledge-base-schema.md
• Entities: OpenClaw,Claude Code,Karpathy,OpenAI
• Concepts: AI Agents,Knowledge Base,LLM Wiki,Taxonomy,LLM,Tooling

[2026-04-08 07:01:44] ingest-complete | 20260408-070049-kb-test-2.md

• Source: /home/goral/.openclaw/workspace-dev/kb/raw/inbox/20260408-070049-kb-test-2.md
• Status: complete

[2026-04-08 07:01:44] ingest-start | 20260408-070144-kb-test-3.md

• Source: /home/goral/.openclaw/workspace-dev/kb/raw/inbox/20260408-070144-kb-test-3.md

[2026-04-08 07:01] auto-ingest | Ingest Workflows

• Source: 20260408-070144-kb-test-3.md
• Type: article
• Primary Topic: knowledge-management
• Summary: source-summaries/2026-04-08-ingest-workflows.md
• Entities: OpenClaw,Claude Code,Karpathy
• Concepts: Knowledge Base,LLM Wiki,Taxonomy,LLM,Tooling

[2026-04-08 07:01:44] ingest-complete | 20260408-070144-kb-test-3.md

• Source: /home/goral/.openclaw/workspace-dev/kb/raw/inbox/20260408-070144-kb-test-3.md
• Status: complete

[2026-04-08 07:07:05] ingest-start | 20260408-070701-gist-githubusercontent-com-karpathy-442a6bf555914893e9891c11519de94f-raw.md

• Source: /home/goral/.openclaw/workspace-dev/kb/raw/inbox/20260408-070701-gist-githubusercontent-com-karpathy-442a6bf555914893e9891c11519de94f-raw.md

[2026-04-08 07:07] auto-ingest | LLM Wiki

• Source: 20260408-070701-gist-githubusercontent-com-karpathy-442a6bf555914893e9891c11519de94f-raw.md
• Type: article
• Primary Topic: knowledge-management
• Summary: source-summaries/2026-04-08-llm-wiki.md
• Entities:
• Concepts:

[2026-04-08 07:07:07] ingest-complete | 20260408-070701-gist-githubusercontent-com-karpathy-442a6bf555914893e9891c11519de94f-raw.md

• Source: /home/goral/.openclaw/workspace-dev/kb/raw/inbox/20260408-070701-gist-githubusercontent-com-karpathy-442a6bf555914893e9891c11519de94f-raw.md
• Status: complete

[2026-04-08 07:08:49] ingest-start | 20260408-070835-academy-dair-ai-blog-llm-knowledge-bases-karpathy.md

• Source: /home/goral/.openclaw/workspace-dev/kb/raw/inbox/20260408-070835-academy-dair-ai-blog-llm-knowledge-bases-karpathy.md

[2026-04-08 07:08] auto-ingest | LLM Knowledge Bases

• Source: 20260408-070835-academy-dair-ai-blog-llm-knowledge-bases-karpathy.md
• Type: article
• Primary Topic: knowledge-management
• Summary: source-summaries/2026-04-08-llm-knowledge-bases.md
• Entities:
• Concepts:

[2026-04-08 07:08:51] ingest-complete | 20260408-070835-academy-dair-ai-blog-llm-knowledge-bases-karpathy.md

• Source: /home/goral/.openclaw/workspace-dev/kb/raw/inbox/20260408-070835-academy-dair-ai-blog-llm-knowledge-bases-karpathy.md
• Status: complete

[2026-04-08 07:17] auto-ingest | LLM Knowledge Bases

• Source: 20260408-070835-academy-dair-ai-blog-llm-knowledge-bases-karpathy.md
• Type: article
• Primary Topic: knowledge-management
• Summary: source-summaries/2026-04-08-llm-knowledge-bases.md
• Entities: Andrej Karpathy,Elvis Saravia,DAIR.AI,Obsidian,qmd
• Concepts: LLM Knowledge Base,Wiki Compilation,Incremental Compilation,RAG Alternative,Agent-Powered Research,Markdown Wiki,Knowledge Graph

[2026-04-10 07:02] auto-ingest | 最强大脑组合！全球SOTA逻辑和记忆CodeBrain-1&MemBrain1.5开源

• Source: 20260410-070116-m-toutiao-com-article-7626211917786382854.md
• Type: article
• Primary Topic: agents
• Summary: source-summaries/2026-04-10-sota-codebrain-1-membrain1-5.md
• Entities: Feeling AI,CodeBrain-1,CodeBrain-1.5,MemBrain1.5,戴勃,机器之心,Terminal-Bench 2.0,Claude-Opus-4.6,LSP,tree-sitter,Graphiti,MemOS,Zep,EverMemOS
• Concepts: Agentic Memory,LLM知识库,代码智能,层级化记忆,自适应实体树,MCP服务器,世界模型

[2026-04-10 07:06] auto-ingest | AI编程工具烧Token太快？这个开源方案让Claude Code少读6.8倍代码，质量反而更高

• Source: 20260410-070440-m-toutiao-com-w-1861860416865283.md
• Type: article
• Primary Topic: tooling
• Summary: source-summaries/2026-04-10-ai-token-claude-code-6-8.md
• Entities: code-review-graph,Claude Code,Tree-sitter,MCP
• Concepts: Token优化,代码结构图,增量上下文,AI编程成本,代码评审

[2026-04-10 07:08] auto-ingest | 持续暴涨！MSA 重磅开源！

• Source: 20260410-070702-m-toutiao-com-article-7625958877942661659.md
• Type: article
• Primary Topic: research
• Summary: source-summaries/2026-04-10-msa.md
• Entities: MSA,Memory Sparse Attention,EverMind,Omne,Qwen3-4B
• Concepts: 长期记忆,稀疏注意力,记忆即服务,上下文压缩,Agent记忆,RAG替代

[2026-04-17 04:22] auto-ingest | architecture-diagram-generator：架构图生成神器

• Source: 20260417-042140-m-toutiao-com-w-1862592975605897-app-news-article-category-new-text-inner-flow-m.md
• Type: article
• Primary Topic: tooling
• Summary: source-summaries/2026-04-17-architecture-diagram-generator.md
• Entities: gegeewu,Claude,architecture-diagram-generator
• Concepts: 架构图生成,自然语言转图,SVG输出,Claude skill,可视化工具,开发效率,技术文档

[2026-04-17 04:28] auto-ingest | Hermes + Claude Code 技能配合：产品拆解到代码实现一站式工作流

• Source: 20260417-042710-m-toutiao-com-article-7628939775714443785-app-news-article-category-new-all-modu.md
• Type: article
• Primary Topic: agents
• Summary: source-summaries/2026-04-17-hermes-claude-code.md
• Entities: Hermes,Claude Code,gegeewu
• Concepts: 产品拆解,需求到代码,工作流自动化,技能配合,一站式开发,测试生成,需求传递

[2026-04-17 04:31] auto-ingest | Karpathy 的预言成真！Graphify 炸场：从此 AI 读代码省下 70 倍 Token

• Source: 20260417-042930-m-toutiao-com-article-7628463174576226870-app-news-article-category-new-all-modu.md
• Type: article
• Primary Topic: tooling
• Summary: source-summaries/2026-04-17-karpathy-graphify-ai-70-token.md
• Entities: Graphify,Andrej Karpathy,Claude,tree-sitter,Leiden算法
• Concepts: 知识图谱,AST提取,Token优化,代码理解,持久化知识层,社区检测,MCP协议

[2026-04-17 04:34] auto-ingest | 免费对标360元/小时家教！GitHub星破万DeepTutor走红AI辅导实力

• Source: 20260417-043324-m-toutiao-com-article-7628939700782285366-app-news-article-category-new-all-modu.md
• Type: article
• Primary Topic: product
• Summary: source-summaries/2026-04-17-360-github-deeptutor-ai.md
• Entities: DeepTutor,GitHub
• Concepts: AI辅导,教育普惠,开源教育,免费家教,知识点讲解,错题分析,学习辅助

[2026-04-17 04:42] auto-ingest | GitHub仓库爆火：Andrej Karpathy的CLAUDE.md AI编程准则

• Source: 20260417-karpathy-claude-md.md
• Type: article
• Primary Topic: ai-foundations
• Summary: source-summaries/2026-04-17-github-andrej-karpathy-claude-md-ai.md
• Entities: Andrej Karpathy,Claude Code,CLAUDE.md,forrestchang
• Concepts: AI编程准则,提示词工程,代码审查,LLM行为规范,Think Before Coding,Simplicity First,Surgical Changes,Goal-Driven Execution

[2026-04-17 04:46] auto-ingest | 开发者狂喜：OpenMOSS团队开源极致轻量TTS模型MOSS-TTS-Nano

• Source: 20260417-openmoss-tts.md
• Type: article
• Primary Topic: ai-foundations
• Summary: source-summaries/2026-04-17-openmoss-tts-moss-tts-nano.md
• Entities: OpenMOSS,MOSS-TTS-Nano,MOSS-Audio-Tokenizer-Nano,Hugging Face
• Concepts: 文本转语音,TTS,端侧部署,音色克隆,零样本学习,实时对话,轻量模型,多语言支持,情感韵律

[2026-04-17 05:05] auto-ingest | Google Fi 超低成本获取美国原生电话号码攻略（实用版）

• Source: 20260417-google-fi.md
• Type: article
• Primary Topic: tooling
• Summary: source-summaries/2026-04-17-google-fi.md
• Entities: Google Fi,Google,Visa,Mastercard
• Concepts: 美国电话号码,虚拟号码,短信验证,Flexible套餐,低成本方案,号码保活,海外服务注册

[2026-04-17 05:07] auto-ingest | 超越字节VeRL！小红书开源面向全模态Agentic的异步RL引擎Relax，Qwen3-Omni训练提速2倍

• Source: 20260417-relax-rl.md
• Type: article
• Primary Topic: ai-foundations
• Summary: source-summaries/2026-04-17-verl-agentic-rl-relax-qwen3-omni-2.md
• Entities: 小红书,Relax,VeRL,Qwen3-Omni,港大,中科大
• Concepts: 强化学习,全模态训练,异步RL,Agentic任务,后训练,TransferQueue,服务化架构,MoE模型

[2026-04-17 05:09] auto-ingest | 强烈建议大家去看数学纪录片，因为真的能思维开窍

• Source: 20260417-math-documentary.md
• Type: article
• Primary Topic: product
• Summary: source-summaries/2026-04-17-untitled.md
• Entities: 高斯小学奥数,超级课堂奥数动画,DK图解数学,平博士密码
• Concepts: 数学教育,数学纪录片,思维训练,奥数启蒙,应用题,数学兴趣,小学数学

[2026-04-17 05:13] auto-ingest | Untitled

• Source: 20260417-claude-code-1m-context.md
• Type: article
• Primary Topic: knowledge-management
• Summary: source-summaries/2026-04-17-untitled.md
• Entities:
• Concepts:

[2026-04-17 05:17] auto-ingest | Untitled

• Source: 20260417-openscreen.md
• Type: article
• Primary Topic: knowledge-management
• Summary: source-summaries/2026-04-17-untitled.md
• Entities:
• Concepts:

[2026-04-17 05:19] auto-ingest | 用 Hermes Agent 搭建个人知识库：3 天搞定，终身受益

• Source: 20260417-hermes-knowledge-base.md
• Type: article
• Primary Topic: agents
• Summary: source-summaries/2026-04-17-hermes-agent-3.md
• Entities: Hermes Agent,OpenRouter,Syncthing,Git
• Concepts: 个人知识库,知识管理,AI Agent,检索系统,自动归档,记忆文件,技能配置,定时任务,多设备同步

[2026-04-17 05:26] auto-ingest | Untitled

• Source: 20260417-mobile-cc-solution.md
• Type: article
• Primary Topic: knowledge-management
• Summary: source-summaries/2026-04-17-untitled.md
• Entities:
• Concepts: