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memory-search

Search memory files by frontmatter, keywords, or cross-reference graphs.

Updated Mar 8, 2026
Search Tags:#indexing#search#retrieval#memory#frontmatter#ranking#cross-reference
One-click install
npx skills add https://github.com/petrSimonidesXart/xPmGateway --skill memory-search-petrsimonidesxart
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: memory-search
Source: https://github.com/petrSimonidesXart/xPmGateway/tree/main/.gaai/core/skills/cross/memory-search
Command: npx skills add https://github.com/petrSimonidesXart/xPmGateway --skill memory-search-petrsimonidesxart

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Memory search enables agents to locate relevant memory files using frontmatter fields, exact keywords, or cross-reference graphs and return a ranked list without loading full content.

Core Features & Use Cases

  • Frontmatter search across decisions/DEC-*.md by matching specified fields (AND logic).
  • Full-text keyword search across all memory files under contexts/memory.
  • Cross-reference search for DEC IDs with inbound/outbound relationships (depth 1).
  • Results are ranked by relevance and recency without loading full documents.

Quick Start

Invoke memory-search with a query to retrieve a ranked list of memory file references without loading content.

Frequently Asked Questions about memory-search

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

FAQPage Schema
How do I search memory files by frontmatter without loading full content?▼

Search memory files by matching specified frontmatter fields with AND logic to return a ranked list of references without loading full document content. This enforces safe, non-destructive access to memory data.

Can I find decision files using cross-reference graphs and DEC IDs?▼

Cross-reference search finds DEC IDs by traversing inbound and outbound relationships at depth 1. It returns ranked decision file references without loading the actual documents, ensuring safe non-destructive access.

How does full-text keyword search work across memory contexts?▼

Full-text keyword search scans all memory files under the contexts/memory directory. It returns a relevance and recency ranked list of matching file references while enforcing strict result limits.

What is the best way to retrieve a ranked list of memory files quickly?▼

The best way to retrieve memory files is querying by frontmatter, exact keywords, or cross-reference graphs. Results are ranked by relevance and recency with enforced limits, returning references without loading content.

Does memory search support safe non-destructive access to stored data?▼

Memory search enforces safe, non-destructive access to memory data by returning only ranked file references without loading full documents. It queries frontmatter, keywords, and cross-references while enforcing result limits.

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