memory-recall

Retrieve relevant memories from claude-mem using semantic search.

34|5|Updated Jan 25, 2026
One-click install
npx skills add https://github.com/baekenough/oh-my-customcode --skill memory-recall-baekenough
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: memory-recall
Source: https://github.com/baekenough/oh-my-customcode/tree/main/templates/.claude/skills/memory-recall
Command: npx skills add https://github.com/baekenough/oh-my-customcode --skill memory-recall-baekenough

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Memory recall in Claude's memory store can be slow without structured search; this Skill provides semantic recall of relevant memories from claude-mem.

Core Features & Use Cases

  • Semantic search across memories with relevance scoring to surface the most contextually appropriate items.
  • Supports recall of recent or historical memories for project context, debugging notes, and decision history.

Quick Start

Describe the memories you want to recall and the system will search claude-mem semantically and return relevant results.

Frequently Asked Questions about memory-recall

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I retrieve specific project context or decision logs from memory?

To retrieve project context or decision logs, use semantic search to query your memory store with natural language. The system returns ranked memory IDs, timestamps, and concise summaries based on relevance scoring.

What is the best way to search past debugging sessions for relevant notes?

The best way to search past debugging sessions is semantic memory recall. You provide a natural-language query, and it surfaces contextually appropriate memories with relevance scoring instead of requiring exact keyword matches.

Can I apply filters when searching for historical memories?

Yes, you can apply optional filters alongside your natural-language query. This allows you to narrow down semantic search results to specific historical memories or recent project events stored in the memory database.

Does semantic memory search work with claude-mem?

Yes, semantic memory search works directly with claude-mem. It queries the memory store to surface and rank relevant contextual items, solving the problem of slow recall without structured search.

How do I find past decisions without knowing exact keywords?

You can find past decisions by describing what you want to recall in natural language. Semantic search applies relevance scoring to surface decision history and contextual memories without requiring exact keyword matches.