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memory-retrieval

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Two-stage memory retrieval for high recall.

Data & Analytics#retrieval#memory#knowledge-management#ai-agents#semantic-search#utility-filtering
Authorhiyenwong
Version1.0.0
Installs0

System Documentation

What problem does it solve?

High-quality memory retrieval for AI agents by combining semantic search with utility-based ranking to surface relevant memories efficiently.

Core Features & Use Cases

  • Two-stage retrieval: semantic matching followed by utility filtering to improve precision.
  • Context-aware ranking: scores memories by recency, usefulness, and relevance.
  • Practical integration: designed for integration into agent workflows with clear usage patterns.

Quick Start

Instruct the agent to retrieve memory snippets related to the current topic using semantic search and utility filtering.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: memory-retrieval
Download link: https://github.com/hiyenwong/ai_collection/archive/main.zip#memory-retrieval

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