转自：新智元 【导读】 昨天，Claude刚刚被曝要有永久记忆，今天就被开发者抢先一步。一个叫Smart Forki ng的扩展，让大模型首次拥有「长期记忆」，无需重头解释。开发者圈沸腾了：难以置信，它真 的能跑！ 昨天，一篇Claude要获得永久记忆的爆料，震惊整个AI圈。 这种「知识库」的全新记忆方式，可以让Claude在自己的永存大脑中，自动记住一切。 巧的是，就在今天，就有开发者抢先「截胡」。他在现有工具上实现了一个扩展能力——Smart Forking detection，让大模型第一次拥有了「可继承的长期记忆」！ 这个所谓的Smart Forking，通过给Claude Code会话嵌入向量数据库，让它能从成百上千次的历 史对话中，找到最相关的前文。 因此，你不必再重新解释，Claude可以直接「接上文」搞开发了。 这个功能一出，开发者社区直接炸锅了。大家纷纷表示：「不敢相信，它居然真的跑起来了！」「这 一刻，我是真的被震撼到了。」 强烈推荐每一个Claude Code用户，都把这个思路直接加入自己的工作流！ 英雄所见略同，但路径不同。当官方还在设计永久记忆的形态时，开发者已经用Smart For ...

Core Insights - The introduction of Smart Forking allows Claude to have a form of "long-term memory," enabling it to recall past conversations without needing to re-explain context, which has generated excitement in the developer community [1][2][5] - This new feature is seen as a significant advancement in AI capabilities, allowing for seamless continuation of development tasks based on historical context [10][14] - The developer community is rapidly adopting this feature, with many expressing disbelief at its effectiveness and recommending its integration into workflows [2][4] Group 1: Smart Forking Functionality - Smart Forking enables Claude to access relevant historical conversations by embedding a vector database, allowing it to match current requests with past dialogues [5][8] - Users can invoke this feature using the /fork-detect command, which sends their current needs to the embedded model for context retrieval [5][10] - The system returns the top five relevant historical sessions, ranked by relevance, allowing users to continue their work without needing to reintroduce context [8][9] Group 2: Comparison with Official Memory Systems - Smart Forking operates as a self-organizing memory system, contrasting with the structured memory system being developed by Anthropic, which categorizes information into different memory banks [19][21] - The official knowledge base aims to provide a more organized approach to memory, while Smart Forking focuses on context inheritance from real past interactions [19][21] - Both systems may eventually converge, as they address different aspects of memory: long-term stable memory versus contextually relevant working memory [21][22] Group 3: Market Impact and Adoption - Claude Code has gained significant traction in the developer community, with reports of its viral spread and users achieving remarkable productivity gains [23][29] - Users from various backgrounds, including those with no programming experience, have successfully created software using Claude Code, highlighting its accessibility [29][35] - The tool is being utilized for a wide range of applications beyond coding, including data analysis and personal tasks, indicating its versatility [36][37]