memory-to-skill

Convert MemSearch memory workflows into reusable installable skills.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires memsearch, and includes scripts (resource) components.

What problem does it solve?

The Skill simplifies the process of creating and managing skills by distilling workflows from MemSearch memory, enabling the conversion of repetitive tasks into reusable skills for future use.

Core Features & Use Cases

  • Workflow Distillation: Automatically identifies and captures repetitive workflows from your MemSearch memory.
  • Skill Creation: Converts captured workflows into reusable skills that can be reviewed and installed.
  • Candidate Management: Offers an interactive process to review and install skill candidates, ensuring accuracy and relevance.
  • History Mining: Allows the distillation of skills from past work, not limited to the current session.
  • Configuration: Provides configuration options for background distillation, install paths, and other parameters.
  • Use Case: Consider a scenario where you have a series of command-line operations that you frequently perform. This Skill would enable you to automatically convert these operations into a skill, which you can then install and use with a simple command.

Quick Start

Create a new skill from your recent memory: memsearch skills add --name "skill-name" --description "Description of skill" --body-file "path/to/script.sh"

Frequently Asked Questions about memory-to-skill

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

FAQPage Schema
How do I convert repetitive workflows into reusable skills for AI coding agents?

You can convert repetitive workflows into reusable skills by distilling them from MemSearch memory. This process automatically identifies captured command-line workflows and transforms them into installable skills for future use.

Can I create a skill from past work sessions instead of just my current one?

Yes, you can create a skill from past work sessions using history mining. This allows workflow distillation from historical MemSearch memory, not limited to the current active session.

Do I need Bash and MemSearch to distill workflows into skills?

Yes, you need both Bash and MemSearch to distill workflows into skills. The Skill requires the MemSearch environment to capture memory and Bash to execute the workflow distillation and skill creation process.

How do I manage skill candidates before installing them?

You manage skill candidates through an interactive review process. The system identifies procedural-memory candidates from your workflows, allowing you to review them for accuracy and relevance before installation.

What is the best way to automate repetitive command-line operations for future use?

The best way to automate repetitive command-line operations is using workflow distillation. It captures frequent operations from MemSearch memory and converts them into reusable skills you can install and execute with a simple command.

Can I configure background distillation and install paths for generated skills?

Yes, you can configure background distillation and install paths. The Skill provides configuration options for these parameters and other settings to manage how and where your reusable skills are generated and stored.