开源插件 loss-less-claw：解决 OpenClaw 上下文丢失痛点

Title: Open-Source Plugin lossless-claw: Solving the Context Los...

URL Source: https://www.bestblogs.dev/status/2033392867184660799

Published Time: 2026-03-16 04:00:12

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Open-Source Plugin lossless-claw: Solving the Context Loss Pain Point in OpenClaw =================================================================================

Open-Source Plugin lossless-claw: Solving the Context Loss Pain Point in OpenClaw =================================================================================  ### GitHubDaily

@GitHub_Daily

在使用 OpenClaw 的时候，发现跟它聊得久之后，前面一些关键信息经常会忘记，不得不重复提醒。

OpenClaw 作者也发现了这个问题，并推荐我们使用 ossless-claw 这个开源插件，解决上下文丢失痛点。

该插件主要是将每条消息持久化到 SQLite 数据库，并在后台自动将旧消息层层打包成树状结构的摘要，巧妙控制 Token 消耗。

GitHub：github.com/martian-engine…

同时给 AI 配备 lcm_grep、lcm_describe 等专属的搜索工具，在遇到遗忘的细节能随时调取原始记录。

只需一条命令就能在 OpenClaw 中快速安装，支持灵活自定义保留最近消息的数量，以及触发压缩的阈值。

如果你正在用 OpenClaw 或其他 AI 工具开发复杂项目，又苦于上下文限制，这个插件值得一试。Show More

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One Sentence Summary

A recommendation for the open-source plugin lossless-claw, which uses SQLite persistence and tree-structured summarization to solve context forgetting in AI tools like OpenClaw.

Summary

To address the issue of losing critical context during long conversations in OpenClaw, the author recommends the lossless-claw plugin. This tool persists messages to a SQLite database and automatically packages old messages into tree-structured summaries, maintaining long-term memory while effectively managing Token consumption. Additionally, it features dedicated search tools like lcm_grep, and supports customizable message retention counts and compression thresholds, making it ideal for developers working on complex projects.

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84

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OpenClaw

lossless-claw

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Open-Source Plugin lossless-claw: Solving the Context Los... ===============