lossless-claw
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ChineseLossless Claw
Lossless Claw
Use this skill when the task is about operating, tuning, or debugging the OpenClaw plugin.
lossless-clawStart here:
- Confirm whether the user needs configuration help, diagnostics, recall-tool guidance, or session-lifecycle guidance.
- If they need a quick health check, tell them to run (
/losslessis the shorter alias)./lcm - If they suspect summary corruption or truncation, use .
/lossless doctor - If they ask how or
/newinteracts with LCM, read the session-lifecycle reference before answering./reset - Load the relevant reference file instead of improvising details from memory.
Reference map:
- Configuration (complete config surface on current main):
references/config.md - Internal model and data flow:
references/architecture.md - Diagnostics and summary-health workflow:
references/diagnostics.md - Recall tools and when to use them:
references/recall-tools.md - and
/newbehavior with current lossless-claw session mapping:/resetreferences/session-lifecycle.md
Working rules:
- Prioritize explaining why a setting matters, not just what it does.
- Prefer the native plugin command surface for MVP workflows (, with
/losslessas alias)./lcm - Do not assume the Go TUI is installed.
- Do not recommend advanced rewrite/backfill/transplant/dissolve flows unless the user explicitly asks for non-MVP internals.
- For exact evidence retrieval from compacted history, guide the user toward recall tools instead of guessing from summaries.
- When users compare to
/lossless, explain that they report different layers:/statusshows LCM-side frontier/summary metrics, while/losslessshows the last assembled runtime prompt snapshot./status
当任务涉及操作、调优或调试 OpenClaw插件时,请使用本技能。
lossless-claw从以下步骤开始:
- 确认用户需要配置帮助、诊断服务、召回工具指南还是会话生命周期指南。
- 如果用户需要快速健康检查,告知他们运行(更短的别名是
/lossless)。/lcm - 如果用户怀疑摘要损坏或被截断,使用命令。
/lossless doctor - 如果用户询问或
/new与LCM的交互逻辑,回答前请先查阅会话生命周期参考文档。/reset - 加载相关参考文件,不要凭记忆临时编造细节。
参考映射:
- 配置(当前主分支的完整配置项):
references/config.md - 内部模型与数据流:
references/architecture.md - 诊断与摘要健康度工作流:
references/diagnostics.md - 召回工具及适用场景:
references/recall-tools.md - 与当前lossless-claw会话映射对应的和
/new行为:/resetreferences/session-lifecycle.md
工作规则:
- 优先解释某个设置的重要性,而不仅仅是说明它的作用。
- MVP工作流优先使用原生插件命令接口(,别名为
/lossless)。/lcm - 不要默认用户已安装Go TUI。
- 除非用户明确询问非MVP的内部功能,否则不要推荐高级的重写/回填/移植/合并流程。
- 如需从压缩历史中获取确切证据,引导用户使用召回工具,不要根据摘要猜测。
- 当用户对比和
/lossless时,说明二者上报的是不同层级的数据:/status展示LCM端的前沿/摘要指标,而/lossless展示最后一次组装的运行时提示词快照。/status