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mem-search 精选

This skill should be used when the user asks to "search memory", "what do you remember about X", "check claude-mem", "mem search", "find past observations", "what did we do last session", or wants prior-session context about a project, decision, file, or task. Searches the user's Claude-Mem (cmem.ai) memory.

在 GitHub 打开

安装方式

cp -r cowork/skills/mem-search ~/.claude/skills/mem-search-3

把该 skill 目录放进客户端 skills 目录。不同客户端的目录可能不同,Claude Code 默认是 ~/.claude/skills/

整仓一次性获取:git clone --depth 1 https://github.com/thedotmack/claude-mem.git

依赖与权限

  • 需要 API Key —— 使用前需配置相应的密钥环境变量
  • 需要联网访问外部服务
  • 依赖外部命令:node
  • 以上为按正文与 frontmatter 自动推断的信号,仅供参考;安装前建议先阅读原文。

SKILL.md 正文

来源 thedotmack/claude-mem@356b7c0 · 许可 Apache-2.0 · 内容未修改

Claude-Mem Search (Cowork)

Search the user's persistent Claude-Mem memory on cmem.ai. Memory contains

timestamped observations synthesized from past sessions across all their

agents (Claude Code, Cowork, Codex, and others).

How to search

Run the bundled CLI (no dependencies, uses the plugin's configured API key):

node "${CLAUDE_PLUGIN_ROOT}/scripts/cmem-hook.mjs" search "your query" --limit 20

Progressive search method

Follow claude-mem's Index → Timeline → Transcript discipline — cheap passes

first, expensive detail only for confirmed hits:

  1. Index pass — run 1–3 broad keyword searches (project names, file names,

error strings, feature names). Skim titles/summaries only.

  1. Narrow pass — re-search with the most specific terms found in step 1

(IDs, exact phrases) and a smaller --limit.

  1. Answer — synthesize from the observations returned. Quote timestamps

when the user asks "when".

Do not dump raw search output at the user; extract the relevant observations

and answer in plain language.

Diagnostics

If searches return nothing or error:

node "${CLAUDE_PLUGIN_ROOT}/scripts/cmem-hook.mjs" status

Report the status output plainly: a MISSING api key means the plugin needs the

user's cmem.ai key added to its configuration; a 404 on /api/hooks/context

just means the newer Pro endpoint isn't deployed — search still works via

/api/mcp.

Notes

  • Some filters (date ranges, type) may be silently ignored by the cloud API

until MCP parity ships — prefer keyword narrowing over filter flags.

  • Never write secrets into search queries; queries are sent to cmem.ai.

质量与来源

所属仓库
thedotmack/claude-mem
仓库星标
10.0 万
最近更新
今天
采集时间
今天
commit
356b7c08f64c
内容指纹
sha256:53b43f2eb70de2d
文件路径
cowork/skills/mem-search/SKILL.md

同仓库其它 Skill

查看全部 36 个
Agent Cost Report
Believable agent cost report for any period, default the last 7 full days PT, not counting today. Measured tokens from Claude Code transcripts priced at OpenRouter list prices (ESTIMATED), measured provider spend when a sanctioned source exists, note-taker cost separate, Timing-style HTML/PDF plus report.json, line-items.csv, evidence.json.
精选 thedotmack/claude-mem 10.0 万 原文
Claude CodeCodex CLIMCP 客户端
claude-mem-install
Use this when setting up claude-mem on Cursor: local or remote worker, local host-login observer or remote cmem.ai inference.
精选 thedotmack/claude-mem 10.0 万 原文
Claude CodeCodex CLIMCP 客户端
mem-search
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.
精选 thedotmack/claude-mem 10.0 万 原文
Claude CodeCodex CLIMCP 客户端
Agent Cost Report
Believable agent cost report for any period, default the last 7 full days PT, not counting today. Measured tokens from Claude Code transcripts priced at OpenRouter list prices (ESTIMATED), measured provider spend when a sanctioned source exists, note-taker cost separate, Timing-style HTML/PDF plus report.json, line-items.csv, evidence.json.
精选 thedotmack/claude-mem 10.0 万 原文
Claude CodeCodex CLIMCP 客户端
host-observer
Use this when fulfilling claude-mem observer jobs on Grok Bot: reply only skip_summary or one full observation XML, never prose.
精选 thedotmack/claude-mem 10.0 万 原文
Claude CodeCodex CLIMCP 客户端
claude-mem-install
Use this when setting up claude-mem on Grok Bot: local worker plus CMEM Pro observer (default), optional host-login observer, or remote cmem.ai. No Cursor required.
精选 thedotmack/claude-mem 10.0 万 原文
Claude CodeCodex CLIMCP 客户端

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