What is the difference between short-term and long-term memory in this skill?

Short-term memory handles immediate session context, while long-term memory persists data across multiple sessions to provide historical relevance over time.

How does entity-based memory work?

It identifies specific entities such as people, projects, or objects and stores relevant facts about them, allowing the AI to maintain consistency whenever those entities are mentioned.

Does this skill help manage the LLM context window?

Yes, by utilizing memory retrieval and consolidation, it only injects relevant information into the prompt, preventing the context window from becoming overwhelmed.

Is it safe for multi-user applications?

The skill includes patterns for strict user isolation, which is a critical requirement to ensure that memories from one user are never accessible to another.

Conversation Memory

Name: Conversation Memory
Author: claudiodearaujo

byclaudiodearaujo

データサイエンスとML

Implements sophisticated persistent memory architectures for LLMs to manage short-term, long-term, and entity-specific context.

概要

The Conversation Memory skill enables AI assistants to retain and retrieve information across multiple interactions using a multi-tiered architecture. By balancing immediate context with long-term persistence and entity-based fact tracking, it prevents context window saturation while ensuring vital details are surfaced when relevant. This skill is essential for developers building personalized AI assistants, narrative-driven agents, or complex chatbots where maintaining a consistent user history is critical for a high-quality experience.

主な機能

Intelligent memory retrieval and context consolidation
Entity-based fact tracking and state updates
Lifecycle management to prevent unbounded memory growth
Multi-tiered memory management for short and long-term storage
Memory-aware prompting patterns to improve response relevance
0 GitHub stars

ユースケース

Implementing long-form storytelling agents that track complex character and plot details
Building personalized AI assistants that remember user preferences over months of interaction
Creating NPCs in game development with consistent memory of player choices

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add claudiodearaujo/sistema-de-narra-o-de-livro-front conversation-memory

For use in Claude.ai and ChatGPT

Download Skill

GitHub

概要