mem-search

通过 MCP 提供的 search、timeline、get_observations、get_tool_uses 四层检索历史会话记忆：先按 ID 过滤得到索引，再补充时间线上下文，随后按需展开观察详情，最后才取原始工具调用内容；写入时标记平台来源，读取时不丢弃其他宿主记录；缺少 MCP 时先执行安装命令。

thedotmack

热度 0.00

最近更新 2026-10-18 22:45:40

分类：知识依赖：MCP 服务应用场景：笔记整理 / 研究 / 工作流

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add thedotmack/claude-mem/mem-search

Metadata

name: mem-search
description: Use this when the user asks to search memory, "did we already solve this?", "how did we do X last time?", or wants work from previous sessions.

mem-search

Layered workflow. Do not dump full observations until IDs are filtered, and do not reach for raw tool bodies until the summaries came up short.

search(query) — index with IDs
timeline(anchor=ID) — nearby context
get_observations(ids=[...]) — full details for those IDs only
get_tool_uses(ids=[...]) — the ORIGINAL tool_input / tool_response for specific tool calls. Last resort: these are unsummarized and can run to thousands of tokens each.

Stamp platformSource as cursor or grok-bot on writes for this host. When reading, do not drop the other host unless asked.

If MCP is missing, run the install skill first (npx claude-mem install --ide <host>).