1
开学季 | 学习不止在课堂：这些方法和技巧帮你做好知识管理
这些内容，即使毕了业也能有所帮助。 查看全文
2
I built 270 AI agents in an Obsidian vault – zero API costs, all open source
在Obsidian中一键构建270个AI代理，零API成本全开源，让知识库秒变智能自动化工作流。
Article URL: https://gist.github.com/NenadConnor/b9bb71d56c9e70a9072c55e262885b8b Comments URL: https://news.ycombinator.com/item?id=49424678 Points: …
3
Show HN: Learn Leap, an AI tutor that teaches from your own material
AI tutor 直接从你的资料出题，读书科研的好帮手，告别泛泛而谈的通用问答
I built Learn Leap because I found myself constantly asking ChatGPT questions while reading research papers. I wanted something that already understoo…
4
Glasp for Firefox
火狐浏览器划词高亮神器，连PDF和视频都能一键总结，知识管理党必备
Highlight and summarize any page, PDF, or video in Firefox Discussion | Link
5
Nodum.md - An Open-Source Alternative to Obsidian.md
开源Markdown笔记新选择，融合AI能力，想摆脱Obsidian锁定不妨一试。
I’m building Nodum (🌐 nodum.md ) an open-source alternative to Obsidian , with AI and many more features built in. 🧠 Markdown-first. AI-powered. Open …
6
An anchoring layer between facts and AI memory
把AI记忆锚定在可重算的事实上，让主观判断有据可依，轻量开源新思路。
Article URL: https://github.com/Anchorstate-Lab/GMR Comments URL: https://news.ycombinator.com/item?id=49292758 Points: 1 # Comments: 1
7
Maintaining an organizational knowledge graph with an LLM and event sourcing
用LLM和事件溯源给组织建知识图谱，把散落会议与洞察自动沉淀，终结企业健忘症。
Article URL: https://blog.arkency.com/maintaining-an-organizational-knowledge-graph-with-an-llm-and-event-sourcing/ Comments URL: https://news.ycombin…
8
The End of Scattered Apps: Why You Need a Digital Workspace Kernel
别再让应用碎片化吞噬效率，一个“数字工作区内核”就能把所有信息收拢成统一秩序。
If you take a critical look at your digital environment right now, you will likely find a fragmented mess. You probably have rough ideas jotted down i…
9
How I use LLMs to learn complex topics
用大模型拆解复杂概念，手把手教你高效自学新领域的实战思路
Article URL: https://laurentiugabriel.github.io/blog/articles/how-i-use-llms-to-learn/ Comments URL: https://news.ycombinator.com/item?id=49234675 Poi…
10
Show HN: Pacific Slate: a self-hosted, model-agnostic multi-agent AI assistant
自托管多代理AI助手，模型无关且能学习偏好，把私有数据变成你的专属智能管家
I didn't want to buy a standalone computer or repurpose a laptop to run constantly so I could maintain a system to sync my LLMs, so I built this. It's…
11
Show HN: Hosted LLM Wiki
用LLM把数月积累的文章、播客和PDF变成可追踪主题的个人知识地图。
Karpathy-sensei gist hit me directly, and i built end to end hosted version of it, after using ad-hoc version myself for a few months. Whole point is …
12
Show HN: A workflow for building community skill catalogs
把散落的技能沉淀成社区可复用的目录，这套开源工作流让团队知识管理更轻快。
Article URL: https://github.com/thinkingoracle/luke-skills Comments URL: https://news.ycombinator.com/item?id=49212046 Points: 1 # Comments: 0
13
Show HN: Commonplace Wiki – A Confluence Alternative Based on Git and OKF
把知识库放进 Git，用开源方案替代 Confluence，支持本地或自托管仓库，版本控制与协作一步到位。
Article URL: https://github.com/commonplace-wiki/commonplace Comments URL: https://news.ycombinator.com/item?id=49144929 Points: 2 # Comments: 1
14
What Is Decispher?
团队决策散落各处？Decispher自动沉淀工程决策，让AI代理和人类随时调用，告别重复沟通。
What is Decispher? The decision layer between your team and every AI agent Decispher is the system of record for engineering decisions. It automatical…
15
Agent and RAG for Obsidian, Need Feedback
Obsidian老用户自研Agent+RAG项目，本地Ollama驱动，求反馈及同好测试。
I just built this as a Personal/Portfolio project. I genuinely needed it, so I built it and I regularly use it. I wanted to know if anyone else who us…
16
Show HN: Karpathy's LLM Wiki as a "Brain KIT" to build compounding knowledge
基于Karpathy的LLM Wiki打造开源知识构建工具，不预装他人知识，让你从零搭建自己的复合知识体系。
I like learning and I spend a lot of time watching YouTube videos, going through blog posts (Anthropic, OpenAI, DeepMind etc.), reading papers. One of…
17
Show HN: Memsprout – share your AI context with teammates
团队共享AI上下文，减少重复解释，让AI助手随时掌握项目关键信息。
I’m an architect at my company and everyone on my team is now using Claude/Codex agents for their work. Managing context in claude.md/agents.md files …
18
Show HN: MindBase – an LLM that maintains a wiki from your notes and papers
用LLM自动从笔记和论文中生成并维护一个智能Wiki，实现交叉引用与自知之明，来自Andrej Karpathy的理念实践。
Article URL: https://github.com/frankchu91/mindbase Comments URL: https://news.ycombinator.com/item?id=49001892 Points: 1 # Comments: 0
19
LLM Wiki Implementation
用大模型技术赋能Wiki知识库，开源实现方便二次开发与学习。
Article URL: https://github.com/nashsu/llm_wiki Comments URL: https://news.ycombinator.com/item?id=48976240 Points: 1 # Comments: 0
20
LLM Wiki Maintenance: Drift, Contradictions and Review
LLM时代维基维护面临知识漂移与内容矛盾，本文系统梳理了审核机制与系统架构的挑战与解法
Article URL: https://www.glukhov.org/knowledge-management/knowledge-systems-architectures/compiled-knowledge/llm-wiki-maintenance-knowledge-drift/ Com…