Claude Code 在会话之间忘记一切。我测试了五种解决方案。

📄 中文摘要

Claude Code 每次会话都从零开始,无法记住过去的决策、调试突破或项目背景。为了解决这个问题,测试了五种方法:手动创建 CLAUDE.md 文件、内置的自动记忆系统、claude-mem 的语义向量搜索、基于主题的 shell 钩子与 Claude-Recap,以及使用 Beads 进行工作跟踪。大多数开发者只需将两个内置解决方案结合使用。对于希望有结构化对话档案并按主题可搜索的用户,按主题跟踪填补了其他解决方案无法覆盖的空白。

📄 English Summary

Claude Code Forgets Everything Between Sessions. I Tested 5 Fixes.

Claude Code starts each session from scratch, lacking memory of previous decisions, debugging breakthroughs, or project context. To address this issue, five approaches were tested: manual CLAUDE.md files, the built-in auto-memory system, semantic vector search with claude-mem, topic-based shell hooks with Claude-Recap, and work tracking using Beads. Most developers only need to layer the two built-in solutions. For those seeking structured conversation archives searchable by topic, per-topic tracking fills a gap that no other solution addresses.

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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等