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memory_retrieval_system

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Recall past conversations and actions instantly.

Software Engineering#context#logs#search#retrieval#memory#swarms
Authorvalkryhx
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill allows you to retrieve past Swarm conversations and action logs, overcoming the limitations of large language model context windows by using a two-tiered retrieval system.

Core Features & Use Cases

  • L0 Broad Scan (search_memory): Quickly scans the memory archive using ripgrep to provide a compact index of relevant files and line numbers.
  • L2 Precise Read (read_memory): Reads specific line ranges from identified files for detailed context.
  • Use Case: If you need to find the exact JSON payload used in a previous API call, you'd first use search_memory with keywords like "API name" or "error message", then use read_memory on the returned file path and line numbers to get the precise details.

Quick Start

Search your memory archive for any mention of 'API_KEY_ERROR' and then read the relevant lines from the identified file.

Dependency Matrix

Required Modules

None required

Components

scripts

💻 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_retrieval_system
Download link: https://github.com/valkryhx/google_adk_agent/archive/main.zip#memory-retrieval-system

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