{"repo":"Nimo1987/atomic-knowledge","free":true,"listed":false,"github":"https://github.com/Nimo1987/atomic-knowledge","clone":"git clone https://github.com/Nimo1987/atomic-knowledge.git","description":"Markdown-first work-memory protocol for existing agents, with maintained knowledge, candidate notes, evals, and an example KB.","language":"Python","stars":41,"topics":["agent","ai","filesystem","knowledge-base","llm","markdown","personal-agent","rag","research-workflow","work-memory"],"license":"MIT","category":"ai-agents","readme_excerpt":"Atomic Knowledge 中文说明 Atomic Knowledge is a platform-neutral protocol for building agent-maintained work memory in markdown. It is chat-native: the normal entry point is still an ordinary natural-language conversation with an agent, backed by a markdown knowledge base rather than a separate command surface. It is inspired by Andrej Karpathy's LLM Wiki: instead of rediscovering knowledge from raw documents on every question, an agent incrementally maintains a persistent, interlinked markdown wiki. Use your existing agent, but give it a maintained markdown work-memory layer that survives session resets and can be reused across future research threads. Latest Update This iteration adds three concrete upgrades to the public kit: - wiki/procedures/ is now a first-class formal knowledge type for reusable workflows and playbooks - formal pages can expose optional search anchors and key entities retrieval hints - the template, example KB, health checks, and runtime get context path all understand the new layer Why It Exists - session resets make it hard for agents to reuse earlier research context reliably - valuable judgments and synthesis often appear inside discussion, then disappear into chat history - users end up re-sending old links, notes, and conclusions instead of continuing from prior work What It Is Atomic Knowledge is for people who already use agents every day to: - drop in links, notes, and source material - ask questions and continue discussions across multiple sessio","default_branch":null,"files":null,"tree":[],"storefront":"/r/Nimo1987","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Nimo1987/atomic-knowledge/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}