memory-recall

Search and retrieve relevant memories from past sessions.

2.4k|221|Updated Feb 9, 2026
One-click install
npx skills add https://github.com/zilliztech/memsearch --skill memory-recall-zilliztech
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: memory-recall
Source: https://github.com/zilliztech/memsearch/tree/main/plugins/claude-code/skills/memory-recall
Command: npx skills add https://github.com/zilliztech/memsearch --skill memory-recall-zilliztech

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires bash, python, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill assists in searching and recalling relevant memories from past sessions, providing historical context, past decisions, debugging notes, previous conversations, or project knowledge for informed decision-making.

Core Features & Use Cases

  • Memory Search: Retrieve relevant memories based on user queries.
  • Contextual Insights: Offer historical context to user questions for better understanding.
  • Use Case: When a user asks about a past decision or seeks to understand previous project details, this Skill can quickly locate and present the relevant information.

Quick Start

To find information about a previous decision, simply say "Retrieve past decisions related to project X."

Frequently Asked Questions about memory-recall

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

FAQPage Schema
How do I retrieve historical context and past decisions from previous sessions?

To retrieve historical context and past decisions from previous sessions, use memory recall to search relevant memories. This provides debugging notes, project knowledge, and past conversations for informed decision-making.

Can I search past project knowledge and debugging notes using Bash and Python?

Yes, you can search past project knowledge and debugging notes using Bash and Python. The Skill requires these scripting capabilities to execute and expand memory chunks within the memsearch platform.

What is the best way to find information about a previous project decision?

The best way to find information about a previous project decision is to query the memory recall system. Simply ask to retrieve past decisions related to a specific project, and it locates the relevant historical data.

Does memory recall work within the memsearch platform for retrieving conversations?

Yes, memory recall works within the memsearch platform for retrieving conversations. It operates within platform constraints to search past sessions and provide contextual insights for better understanding.

Why do I need Bash and Python to retrieve memories from past sessions?

You need Bash and Python to retrieve memories from past sessions because the Skill relies on these dependencies for execution. They enable the scripting capabilities required to process and expand memory chunks.