pai-memory

Store persistent personal context with semantic search and knowledge graph queries.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/larsboes/pai-marketplace --skill pai-memory
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: pai-memory
Source: https://github.com/larsboes/pai-marketplace/tree/main/marketplace/plugins/lifeos/skills/pai-memory
Command: npx skills add https://github.com/larsboes/pai-marketplace --skill pai-memory

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Unified memory system offers a structured, persistent context across sessions, enabling fast recall and relationship insights.

Core Features & Use Cases

  • Layered memory: static context, progressive disclosure, semantic search, and a knowledge graph.
  • Cross-session recall: search past conversations, track personal goals and relationships.
  • Graph-based reasoning: query connections between people, projects, and events.

Quick Start

Ask me to search your memory for a keyword or to add a new fact to the long-term memory.

Frequently Asked Questions about pai-memory

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

FAQPage Schema
How do I store and recall persistent personal context across chat sessions?▼

You can store and recall persistent personal context across chat sessions by using a unified memory system that supports static identity, progressive disclosures, and local structured memory storage for fast recall.

What is a knowledge graph and how does it help with personal data relationship queries?▼

A knowledge graph for personal data maps connections between people, projects, and events, enabling graph-based reasoning and complex relationship queries to support cross-session recall and relationship insights.

Can I use semantic search to find past notes and personal goals in a local environment?▼

Yes, semantic search allows you to find past notes and track personal goals by indexing personal data in a local or secured environment, enabling fast keyword recall across past conversations.

How do I add new facts to a long-term memory store for later search?▼

To add new facts to long-term memory, you ask the memory system to store the information, which then organizes it into a structured knowledge graph and search index for later relationship queries.

Does a unified memory system work without external dependencies?▼

A unified memory system can operate in a local or secured environment without external dependencies, managing structured memory storage, search indexing, and graph-based querying entirely on its own.

What is the best way to track personal relationships and project connections over time?▼

The best way to track personal relationships and project connections over time is using a knowledge graph that structures progressive disclosures and static context, allowing you to query complex relationships across sessions.