crystallize

Convert Claude Code auto-memories into Synapsys format with triggers and deduplication.

Updated Feb 25, 2026

Search Tags:#claude code #deduplication #synapsys #memory conversion #trigger derivation

Ready to run

npx skills add https://github.com/thomfilg/ai-plugin-work --skill crystallize-thomfilg

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: crystallize
Source: https://github.com/thomfilg/ai-plugin-work/tree/main/plugins/synapsys/skills/crystallize
Command: npx skills add https://github.com/thomfilg/ai-plugin-work --skill crystallize-thomfilg

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill converts auto-memories created in Claude Code into the Synapsys format, enabling users to leverage their existing Claude Code memories within the Synapsys system.

Core Features & Use Cases

Memory Conversion: Converts Claude Code auto-memories into Synapsys-compatible format.
Trigger Derivation: Infers triggers and clusters duplicates for efficient memory management.
Use Case: When a user wants to migrate their existing Claude Code memories into the Synapsys system for better organization and accessibility.

Quick Start

Run the crystallize skill with the --store=<kind> flag to convert your memories to the specified store.

Frequently Asked Questions about crystallize

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

FAQPage Schema

How do I convert Claude Code auto-memories into the Synapsys format?▼

You can convert Claude Code auto-memories into the Synapsys format by running the conversion process with the `--store=<kind>` flag, which translates existing memories for immediate use within the Synapsys system.

What is the best way to migrate Claude Code memories to a new memory management system?▼

Migrating Claude Code memories to a new memory management system is best handled by using a conversion skill that derives triggers and deduplicates clustered entries, ensuring efficient organization in the target Synapsys format.

Does the Claude Code memory conversion process handle trigger derivation and deduplication?▼

Yes, the Claude Code memory conversion process handles trigger derivation and deduplication by inferring triggers and clustering duplicate memories to streamline memory management in the Synapsys format.

Can I use Bash and Read tools to migrate my existing Claude Code memories?▼

Yes, you can use Bash and Read tools to migrate existing Claude Code memories, as the conversion process requires Bash, Read, Write, and AskUserQuestion tools to successfully format and store memories in Synapsys.

When do I need to convert my Claude Code auto-memories for Synapsys?▼

You need to convert your Claude Code auto-memories for Synapsys when you want to leverage existing memories within the Synapsys system for better organization, accessibility, and efficient memory management.

What are the limitations of converting Claude Code memories into Synapsys format?▼

A limitation of converting Claude Code memories into Synapsys format is that the process applies specifically to users with existing Claude Code auto-memories and requires Bash, Read, Write, and AskUserQuestion tools to function.