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mem-search (Memory Retrieval Workflow)

A 3-layer protocol for searching claude-mem memory: get IDs, check timeline context, then fetch only the observations you need.

UtilitiesIntermediate★ 93,027⑂ 8,178AI score 7/10Last updated: Sep 2, 2026

What it does

  • Fires when you ask things like "did we already solve this?", "how did we do X last time?", or request work from earlier sessions.
  • Enforces a 3-layer workflow: ① search(query) for an ID index → ② timeline(anchor=ID) for nearby context → ③ get_observations(ids=[...]) for full details of only the filtered IDs — so full observations are never dumped prematurely.
  • Stamps platformSource as cursor or grok-bot on writes, and keeps the other host's records on reads unless told otherwise.
  • Falls back to npx claude-mem install --ide <host> if the MCP server isn't present.

Who it's for

  • Existing claude-mem users running long, multi-session projects.
  • Teams sharing one memory store across multiple hosts (Cursor, grok-bot).
  • Anyone whose context window blew up from unfiltered memory reads.

Examples

  1. "How did we fix the duplicate payment webhook last time?" → only the relevant observation records are expanded.
  2. "Remind me of the DB migration plan we agreed on last sprint" → timeline pulls the surrounding discussion.
  3. "Have we handled this bug before?" → avoids redoing work and reuses the prior fix.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/thedotmack/claude-mem/HEAD/claude-mem-grok-bot/skills/mem-search/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the claude-mem-grok-bot/skills/mem-search folder from the GitHub repo thedotmack/claude-mem into my ~/.claude/skills/thedotmack-mem-search-3/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/thedotmack/claude-mem.git && mkdir -p ~/.claude/skills && cp -r claude-mem/claude-mem-grok-bot/skills/mem-search ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open a terminal.
  2. Clone the repo: git clone https://github.com/thedotmack/claude-mem.git
  3. Create the skills folder: mkdir -p ~/.claude/skills
  4. Copy the skill: cp -r claude-mem/claude-mem-grok-bot/skills/mem-search ~/.claude/skills/
  5. Install the claude-mem MCP server: npx claude-mem install --ide cursor (swap in your host).
  6. Restart Claude Code, then ask something like "how did we solve this last time?" to trigger it.
View source on GitHub ↗License: Apache-2.0