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memory-system-expert

Official

Master memory-driven learning for Claude agents.

Software Engineering#claude#learning#agents#memory#calibration#memory-system
AuthorKastalien-Research
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This skill enables Claude agents to effectively leverage and contribute to a progressive learning memory system within codebases, reducing duplication and accelerating knowledge capture from interactions.

Core Features & Use Cases

  • Search and reuse learnings to accelerate development and minimize repeated mistakes.
  • Add new learnings to continually improve the memory topology and awareness of the codebase.
  • Calibrate path-specific rules so relevant context auto-loads when editing files under .claude/rules.

Quick Start

  1. Explore memory: memory-query "authentication"
  2. Rank results: memory-query "authentication" | memory-rank
  3. Capture a learning: echo '{"title":"Auth refresh","issue":"Tokens expire","solution":"Auto refresh before expiry","pattern":"proactive token refresh"}' | memory-add --domain=lessons

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: memory-system-expert
Download link: https://github.com/Kastalien-Research/thoughtbox-dot-claude/archive/main.zip#memory-system-expert

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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