{"skill":{"slug":"memory-on-demand","displayName":"Memory On Demand","summary":"按需记忆检索。当用户询问历史相关问题时，自动搜索 memory 和 QMD 获取相关信息。","description":"---\nname: memory-on-demand\ndescription: \"按需记忆检索。当用户询问历史相关问题时，自动搜索 memory 和 QMD 获取相关信息。\"\nargument-hint: \"自动记忆检索\"\n---\n\n# Memory On Demand - 按需记忆检索\n\n## 触发条件\n\n当用户问题包含以下关键词时自动触发：\n- \"之前\"、\"以前\"、\"上次\"\n- \"历史\"、\"记录\"\n- \"那次\"、\"那次\"\n- \"还记得吗\"\n- \"我之前\"\n- \"之前我们\"\n- \"那时候\"\n\n## 执行流程\n\n### 1. 判断是否需要检索\n检查用户问题是否与历史记录相关。\n\n### 2. 选择检索方式\n\n**首选：QMD 搜索**（更快、更准确）\n```bash\nqmd search \"关键词\" --limit 5\n```\n\n**备选：Memory 搜索**\n```bash\n# 搜索 memory 文件\ngrep -r \"关键词\" ~/.openclaw/workspace/memory/\n\n# 或使用 memory_search\n```\n\n### 3. 返回结果\n将搜索结果整理后返回给用户。\n\n## 使用示例\n\n用户问：\"之前那次健身训练的记录是什么？\"\n\n自动执行：\n1. 检测到\"之前\"关键词\n2. 执行 `qmd search \"健身 训练\"`\n3. 返回相关记录\n\n## 优势\n\n- **按需加载**：只在需要时搜索，不浪费 context\n- **自动触发**：无需手动指定\n- **多源检索**：QMD + Memory 双保险\n\n## 配置\n\n- QMD 索引：已配置 workspace + butler + researcher + sessions\n- Memory 文件：自动读取 memory/*.md\n\n---\n*自动记忆检索 skill*\n","topics":["记忆"],"tags":{"latest":"1.0.0"},"stats":{"comments":0,"downloads":2190,"installsAllTime":82,"installsCurrent":15,"stars":0,"versions":1},"createdAt":1771946645674,"updatedAt":1778992906534},"latestVersion":{"version":"1.0.0","createdAt":1771946645674,"changelog":"- Initial release of memory-on-demand skill for automatic memory retrieval.\n- Detects and responds to user queries involving historical context using keywords (e.g., \"之前\", \"历史\", \"还记得吗\").\n- Prioritizes QMD search for faster, more accurate results; uses memory file search as a fallback.\n- Returns organized search results to the user automatically.\n- Minimizes resource use by only searching memory when needed.","license":null},"metadata":null,"owner":{"handle":"aeoleader","userId":"s179bbd8aqyhg4twjdthztf94585v816","displayName":"aeoleader","image":"https://avatars.githubusercontent.com/u/11701663?v=4"},"moderation":null}