memory-search

Search stored memory across frontmatter fields, full-text content, and cross-reference graphs.

1|Updated Mar 12, 2026
One-click install
npx skills add https://github.com/bketelsen/truenas-mcp --skill memory-search-bketelsen
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: memory-search
Source: https://github.com/bketelsen/truenas-mcp/tree/main/.gaai/core/skills/cross/memory-search
Command: npx skills add https://github.com/bketelsen/truenas-mcp --skill memory-search-bketelsen

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you quickly locate specific information within your stored memory when you don't know the exact file path or identifier.

Core Features & Use Cases

  • Targeted Search: Find memories based on frontmatter fields, keywords in content, or cross-references to other decisions.
  • Efficient Retrieval: Returns a ranked list of relevant files without loading their full content, allowing the agent to decide which memories to retrieve next.
  • Use Case: If you need to recall past discussions about "Hyperdrive" within the "infrastructure" domain, this skill can pinpoint the most relevant decision documents.

Quick Start

Search for memories related to DEC-132.

Frequently Asked Questions about memory-search

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

FAQPage Schema
How do I search stored memory to find past decisions without knowing the exact file path?

You can search stored memory by querying frontmatter fields, full-text content, or cross-reference graphs to pinpoint relevant decision documents without needing the exact file path.

What's the best way to retrieve relevant documentation from an AI coding agent's context?

The best way to retrieve relevant documentation is using a memory search that returns a ranked list of relevant files, allowing the agent to efficiently decide which memories to load next.

Can I find specific knowledge management records using cross-references to other decisions?

Yes, you can find specific knowledge management records by traversing cross-reference graphs, which connects past decisions and related documents based on diverse query types.

How does memory search handle information retrieval when I only have a partial keyword?

Memory search handles partial keyword information retrieval by scanning full-text content and frontmatter fields, returning a ranked list of relevant files without loading their full content immediately.

Do I need any specific dependencies to perform cross-reference searches across stored memory?

No specific dependencies are required to perform cross-reference searches across stored memory, as the skill operates independently to query frontmatter fields and content graphs.

Why does my knowledge management search return too much unrelated content?

Your knowledge management search may return unrelated content if not filtering by specific frontmatter fields or targeted cross-references, which help constrain queries to relevant decision domains.