Agent Skills › thedotmack/claude-mem › mem-search

mem-search

GitHub

用于搜索历史记忆、过往会话记录及问题解决经验的技能。通过分层工作流，依次执行索引查询、上下文时间线获取、详细观察记录提取及原始工具调用回溯，以精准定位并复用历史工作内容。

claude-mem-grok-bot/skills/mem-search/SKILL.md thedotmack/claude-mem

Trigger Scenarios

用户询问是否已解决过某问题用户想了解上次如何处理某任务用户希望回顾或引用之前的会话内容

Install

npx skills add thedotmack/claude-mem --skill mem-search -g -y

More Options

Non-standard path

npx skills add https://github.com/thedotmack/claude-mem/tree/main/claude-mem-grok-bot/skills/mem-search -g -y

Use without installing

npx skills use thedotmack/claude-mem@mem-search

指定 Agent (Claude Code)

npx skills add thedotmack/claude-mem --skill mem-search -a claude-code -g -y

安装 repo 全部 skill

npx skills add thedotmack/claude-mem --all -g -y

预览 repo 内 skill

npx skills add thedotmack/claude-mem --list

SKILL.md

Frontmatter

{
    "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.

The worker also live-writes a growing ID INDEX to agents/<this-seat-uuid>/memory/log/zz-claude-mem-inject.md (host Memory mid-attach). Use those IDs with get_observations. Thin seat diaries are filled from newest house observations. Disable with CLAUDE_MEM_GROK_BOT_INJECT_ENABLED=false.

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>).

Version History

4520de9 Current 2026-09-23 05:11

Metadata

Files: 0
Version: 7d03554
Hash: 20a89ffc
Indexed: 2026-09-23 05:11

mem-search

mem-search

Trigger Scenarios

Install

SKILL.md

mem-search

Version History

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Metadata

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